init
This commit is contained in:
Philipp Jacoby
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{
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"ssh": "Disabled",
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"previewLimit": 50,
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"server": "localhost",
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"port": 5432,
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"askForPassword": true,
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"driver": "PostgreSQL",
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"database": "phjacoby",
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"username": "phjacoby",
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"name": "python_etl"
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}
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]
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}
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README.md
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README.md
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# Hetionet Drug Analysis Pipeline
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A comprehensive ETL pipeline and interactive dashboard for analyzing biomedical knowledge graph data from Hetionet v1.0. This project processes complex relationships between diseases, genes, drugs, and symptoms to generate actionable insights for drug repurposing, polypharmacy risk assessment, and biomedical research.
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## Table of Contents
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- [Overview](#overview)
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- [Features](#features)
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- [Prerequisites](#prerequisites)
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- [Installation](#installation)
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- [Usage](#usage)
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- [Project Structure](#project-structure)
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- [Data Analyses](#data-analyses)
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- [Dashboard Features](#dashboard-features)
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- [Output Files](#output-files)
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- [Technical Details](#technical-details)
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## Overview
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This project implements a complete data pipeline for the Hetionet knowledge graph, consisting of:
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1. **ETL Pipeline**: Extracts, transforms, and loads Hetionet data into structured CSV files
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2. **Analytics Engine**: Performs 8 different biomedical analyses
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3. **Interactive Dashboard**: Streamlit-based web interface for data exploration and visualization
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### What is Hetionet?
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Hetionet is a biomedical knowledge graph containing 47,031 nodes (genes, diseases, drugs, etc.) and 2,250,197 relationships. This project analyzes these connections to identify:
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- Genes with the most disease associations ("hotspot genes")
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- Drug repurposing opportunities
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- Polypharmacy risks
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- Disease-symptom relationships
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- Drug-drug interaction conflicts
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## Features
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### ETL Pipeline
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- Processes 2.2M+ edges and 47K+ nodes
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- Generates analysis-ready CSV files
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- Optimized for performance with pre-filtering and indexing
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- Handles complex data transformations
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### Analyses
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1. **Hotspot Genes**: Identifies genes associated with multiple diseases
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2. **Drug Repurposing**: Finds existing drugs that could treat new diseases
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3. **Polypharmacy Risk**: Calculates risk scores based on side effects
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4. **Symptom Triangle**: Maps symptom-disease-drug relationships
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5. **Super Drug Score**: Ranks drugs by benefit/risk ratio
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6. **Drug Conflicts**: Identifies drugs with overlapping side effects
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7. **Network Visualization**: Generates graph data for disease-gene-drug networks
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8. **Disease Symptom Diversity**: Analyzes symptom complexity across diseases
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### Dashboard
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- Interactive visualizations with Plotly
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- Global search functionality
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- Chart export (PNG/SVG)
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- CSV data downloads
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- Real-time filtering
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- Network graph visualization
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- Drug comparison tool
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## Prerequisites
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### System Requirements
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- Python 3.8 or higher
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- 4GB+ RAM recommended
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- ~500MB disk space for data files
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### Required Libraries
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```python
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pandas>=1.5.0
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streamlit>=1.25.0
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plotly>=5.15.0
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networkx>=3.0
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```
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## Installation
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### 1. Clone or Download Project Files
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```bash
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# Create project directory
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mkdir hetionet_analysis
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cd hetionet_analysis
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```
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### 2. Set Up Python Environment
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```bash
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# Create virtual environment
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python -m venv etl_projekt
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# Activate environment
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# On macOS/Linux:
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source etl_projekt/bin/activate
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# On Windows:
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# etl_projekt\Scripts\activate
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# Install dependencies
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pip install pandas streamlit plotly networkx
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```
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### 3. Download Hetionet Data
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Download `hetionet-v1.0.json` from [Hetionet GitHub](https://github.com/hetio/hetionet) and place it in the project directory.
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### 4. Add Project Files
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Place the following files in your project directory:
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- `hetionet_etl_final.py` - Main ETL script
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- `dashboard.py` - Streamlit dashboard
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## Usage
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### Step 1: Run ETL Pipeline
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Execute the ETL pipeline to process the Hetionet data:
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```bash
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python hetionet_etl_final.py
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```
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**Expected Runtime**: 1-2 minutes
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**Output**: Creates `neo4j_csv/` directory with 20 CSV files
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### Step 2: Launch Dashboard
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Start the interactive dashboard:
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```bash
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streamlit run dashboard.py
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```
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The dashboard will automatically open in your web browser at `http://localhost:8501`
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### Step 3: Explore Data
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Navigate through the dashboard using the sidebar menu:
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- **Overview**: Summary statistics and key metrics
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- **Hotspot Genes**: Top genes by disease associations
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- **Drug Repurposing**: Repurposing opportunities
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- **Polypharmacy Risk**: Drugs ranked by side effects
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- **Symptom Triangle**: Symptom-disease-drug connections
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- **Super Drugs**: Best benefit/risk ratios
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- **Drug Conflicts**: Overlapping side effects
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- **Network Graph**: Interactive visualization
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- **Compare Drugs**: Side-by-side drug comparison
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## Project Structure
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```editorconfig
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hetionet_analysis/
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├── hetionet-v1.0.json # Input data (download separately)
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├── hetionet_etl_final.py # ETL pipeline
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├── dashboard.py # Streamlit dashboard
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├── neo4j_csv/ # Generated output directory
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│ ├── nodes_*.csv # Node files by type (11 files)
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│ ├── edges_all.csv # All relationships
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│ ├── analysis_*.csv # Analysis results (6 files)
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│ ├── network_nodes.csv # Network visualization nodes
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│ └── network_edges.csv # Network visualization edges
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└── README.md # This file
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```
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## Data Analyses
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### 1. Hotspot Genes
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**Purpose**: Identify genes associated with multiple diseases for potential therapeutic targets.
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**Method**: Counts disease associations (via `associates`, `regulates`, `upregulates`, `downregulates`, `binds` relationships) for each gene.
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**Key Findings**:
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- TNF: 48 disease associations
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- TP53: 47 disease associations
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- IL6: 41 disease associations
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### 2. Drug Repurposing Opportunities
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**Purpose**: Discover existing drugs that could treat new diseases based on shared genetic mechanisms.
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**Method**:
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1. Identify genes associated with each disease
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2. Find other diseases sharing those genes
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3. Identify drugs treating the related diseases
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4. Exclude drugs already treating the target disease
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**Output**: Disease-drug pairs with shared gene counts
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### 3. Polypharmacy Risk Score
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**Purpose**: Assess safety profiles of drugs based on documented side effects.
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**Method**:
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- Counts side effects per drug
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- Calculates risk score: `side_effects / (diseases_treated + 1)`
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**Key Metrics**:
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- Higher score = higher risk per disease treated
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- Enables comparison of drug safety profiles
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### 4. Symptom-Disease-Drug Triangle
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**Purpose**: Map relationships between symptoms, diseases, and treatments.
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**Method**:
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1. Count diseases presenting each symptom
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2. Identify drugs treating those diseases
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3. Calculate impact score: `diseases × treating_drugs`
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**Applications**:
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- Symptom-based drug discovery
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- Understanding disease complexity
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### 5. Super Drug Score
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**Purpose**: Identify drugs with optimal benefit/risk ratios.
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**Method**: `score = diseases_treated / (1 + side_effects)`
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**Interpretation**:
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- Higher score = better benefit/risk ratio
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- Useful for first-line treatment selection
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### 6. Drug Conflicts
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**Purpose**: Identify drugs with overlapping side effects that may compound when combined.
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**Method**:
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1. Build drug-to-side-effects mapping
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2. Compare all drug pairs
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3. Calculate overlap percentage
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4. Flag pairs with 10+ shared side effects
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**Critical for**: Polypharmacy safety assessment
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### 7. Network Visualization
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**Purpose**: Provide graph-based view of disease-gene-drug relationships.
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**Method**:
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- Selects top 20 diseases by symptom count
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- Includes connected genes (up to 150)
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- Includes drugs treating those diseases (up to 50)
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**Format**: NetworkX-compatible node/edge lists
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### 8. Disease Symptom Diversity
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**Purpose**: Quantify disease complexity by symptom count.
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**Method**: Counts unique symptoms per disease via `presents` relationships.
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**Insights**:
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- Germ cell cancer: 116 symptoms
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- Brain cancer: 88 symptoms
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- Head and neck cancer: 79 symptoms
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## Dashboard Features
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### Global Search
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Search across genes, diseases, or drugs by name. Results show top 5 matches with key metrics.
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### Interactive Charts
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All visualizations built with Plotly:
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- Hover for detailed information
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- Zoom and pan
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- Export to PNG/SVG
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- Responsive design
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### Data Export
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Download filtered data as CSV:
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- Custom date ranges
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- Filtered subsets
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- Complete analysis results
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||||
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||||
### Statistics Boxes
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Overview page displays key metrics:
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||||
- Average diseases per gene
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- Average symptoms per disease
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- Average side effects per drug
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||||
### Network Graph
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||||
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||||
Interactive force-directed graph showing:
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||||
- Red nodes: Diseases
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- Blue nodes: Genes
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- Green nodes: Drugs (Compounds)
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- Edges: Relationships
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### Drug Comparison
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||||
Side-by-side comparison of two drugs:
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- Diseases treated
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- Side effects
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||||
- Super score
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- Recommendation based on benefit/risk ratio
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## Output Files
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||||
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||||
### Node Files (11 files)
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|
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- `nodes_Gene.csv` - Gene entities with disease counts
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- `nodes_Disease.csv` - Disease entities with symptom counts
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- `nodes_Compound.csv` - Drug/compound entities
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- `nodes_Symptom.csv` - Symptom entities
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- `nodes_Side_Effect.csv` - Side effect entities
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- Plus 6 additional node type files
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### Edge File
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- `edges_all.csv` - All 2.2M relationships with source, target, and type
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### Analysis Files
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- `analysis_drug_repurposing.csv` - Repurposing opportunities
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- `analysis_polypharmacy_risk.csv` - Drug risk scores
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- `analysis_symptom_triangle.csv` - Symptom connections
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||||
- `analysis_super_drugs.csv` - Drug rankings
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- `analysis_drug_conflicts.csv` - Drug interaction warnings
|
||||
|
||||
### Network Files
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||||
|
||||
- `network_nodes.csv` - Graph nodes for visualization
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||||
- `network_edges.csv` - Graph edges for visualization
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||||
|
||||
## Technical Details
|
||||
|
||||
### Performance Optimizations
|
||||
|
||||
**Pre-filtering**: Edges filtered by type once, then reused across analyses
|
||||
|
||||
**Set Operations**: Uses Python sets for fast membership testing (O(1) vs O(n))
|
||||
|
||||
**Defaultdict**: Builds indices using defaultdict for efficient lookups
|
||||
|
||||
**Batch Processing**: Processes edges in batches for memory efficiency
|
||||
|
||||
### Data Type Handling
|
||||
|
||||
All IDs converted to strings for consistency:
|
||||
|
||||
```python
|
||||
edges_df['source'] = edges_df['source'].astype(str)
|
||||
edges_df['target'] = edges_df['target'].astype(str)
|
||||
```
|
||||
|
||||
This prevents type mismatch errors when joining dataframes.
|
||||
|
||||
### Memory Management
|
||||
|
||||
Peak memory usage: ~2GB during ETL processing
|
||||
|
||||
**Optimization strategies**:
|
||||
|
||||
- Process data in chunks where possible
|
||||
- Drop intermediate dataframes after use
|
||||
- Use generators for large iterations
|
||||
|
||||
### Edge Direction Conventions
|
||||
|
||||
Hetionet uses directional relationships. Key conventions:
|
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|
||||
- `Disease -> Gene` for associations
|
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- `Disease -> Symptom` for presentations
|
||||
- `Compound -> Disease` for treatments
|
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- `Compound -> Side Effect` for adverse effects
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||||
|
||||
### Scalability Considerations
|
||||
|
||||
Current implementation handles Hetionet v1.0 (47K nodes, 2.2M edges).
|
||||
|
||||
For larger datasets:
|
||||
|
||||
- Implement chunked CSV reading
|
||||
- Use database backend (PostgreSQL, Neo4j)
|
||||
- Parallelize analyses with multiprocessing
|
||||
|
||||
## Troubleshooting
|
||||
|
||||
### Common Issues
|
||||
|
||||
**Issue**: "FileNotFoundError: hetionet-v1.0.json"
|
||||
**Solution**: Download Hetionet data and place in project directory
|
||||
|
||||
**Issue**: "Module not found"
|
||||
**Solution**: Ensure virtual environment is activated and dependencies installed
|
||||
|
||||
**Issue**: Dashboard shows "No data available"
|
||||
**Solution**: Run ETL pipeline first to generate CSV files
|
||||
|
||||
**Issue**: "Memory Error" during ETL
|
||||
**Solution**: Close other applications or increase system RAM
|
||||
|
||||
### Data Quality
|
||||
|
||||
The analyses depend on Hetionet data quality. Known limitations:
|
||||
|
||||
- Not all drugs have documented side effects
|
||||
- Gene-disease associations vary in evidence strength
|
||||
- Network is not exhaustive of all biomedical knowledge
|
||||
|
||||
## Future Enhancements
|
||||
|
||||
Potential extensions to this project:
|
||||
|
||||
1. **Neo4j Integration**: Direct graph database storage for complex queries
|
||||
2. **Machine Learning**: Predictive models for drug efficacy
|
||||
3. **Temporal Analysis**: Track knowledge graph changes over time
|
||||
4. **API Development**: REST API for programmatic access
|
||||
5. **Cloud Deployment**: AWS/GCP hosting for web access
|
||||
6. **Additional Data Sources**: Integrate DrugBank, KEGG, etc.
|
||||
|
||||
## References
|
||||
|
||||
- Himmelstein, D. S. et al. (2017). Systematic integration of biomedical knowledge prioritizes drugs for repurposing. *eLife*, 6, e26726.
|
||||
- Hetionet GitHub: [https://github.com/hetio/hetionet](https://github.com/hetio/hetionet)
|
||||
- Neo4j Graph Database: [https://neo4j.com](https://neo4j.com)
|
||||
- Streamlit Documentation: [https://docs.streamlit.io](https://docs.streamlit.io)
|
||||
|
||||
## License
|
||||
|
||||
This project processes publicly available Hetionet data. Refer to Hetionet licensing for data usage terms.
|
||||
|
||||
## Contact
|
||||
|
||||
For questions or issues, please refer to the project repository or documentation.
|
||||
|
||||
---
|
||||
|
||||
**Last Updated**: January 2026
|
||||
**Version**: 1.0.0
|
||||
559
dashboard_update.py
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559
dashboard_update.py
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@@ -0,0 +1,559 @@
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||||
import streamlit as st
|
||||
import pandas as pd
|
||||
import plotly.express as px
|
||||
import plotly.graph_objects as go
|
||||
import networkx as nx
|
||||
from pathlib import Path
|
||||
|
||||
st.set_page_config(page_title="Hetionet Dashboard", layout="wide")
|
||||
|
||||
# Custom CSS
|
||||
st.markdown("""
|
||||
<style>
|
||||
.stTabs [data-baseweb="tab-list"] {
|
||||
gap: 24px;
|
||||
}
|
||||
.stTabs [data-baseweb="tab"] {
|
||||
height: 50px;
|
||||
padding-left: 20px;
|
||||
padding-right: 20px;
|
||||
}
|
||||
.stat-box {
|
||||
background: grey;
|
||||
padding: 20px;
|
||||
border-radius: 10px;
|
||||
color: white;
|
||||
text-align: center;
|
||||
margin: 10px 0;
|
||||
}
|
||||
</style>
|
||||
""", unsafe_allow_html=True)
|
||||
|
||||
st.title("Hetionet Drug Analysis Dashboard")
|
||||
|
||||
# Sidebar
|
||||
st.sidebar.header("Global Search")
|
||||
search_type = st.sidebar.selectbox("Search for:", ["Gene", "Disease", "Drug"])
|
||||
search_term = st.sidebar.text_input(f"Enter {search_type} name:")
|
||||
|
||||
st.sidebar.markdown("---")
|
||||
st.sidebar.header("Navigation")
|
||||
page = st.sidebar.radio("Select Analysis:", [
|
||||
"Overview",
|
||||
"Hotspot Genes",
|
||||
"Drug Repurposing",
|
||||
"Polypharmacy Risk",
|
||||
"Symptom Triangle",
|
||||
"Super Drugs",
|
||||
"Drug Conflicts",
|
||||
"Network Graph",
|
||||
"Compare Drugs"
|
||||
])
|
||||
|
||||
# Load data
|
||||
try:
|
||||
data_dir = Path("neo4j_csv")
|
||||
|
||||
with st.spinner("Loading data..."):
|
||||
genes = pd.read_csv(data_dir / "nodes_Gene.csv")
|
||||
diseases = pd.read_csv(data_dir / "nodes_Disease.csv")
|
||||
repurposing = pd.read_csv(data_dir / "analysis_drug_repurposing.csv")
|
||||
polypharmacy = pd.read_csv(data_dir / "analysis_polypharmacy_risk.csv")
|
||||
symptom_triangle = pd.read_csv(data_dir / "analysis_symptom_triangle.csv")
|
||||
super_drugs = pd.read_csv(data_dir / "analysis_super_drugs.csv")
|
||||
|
||||
# Try loading new files
|
||||
try:
|
||||
drug_conflicts = pd.read_csv(data_dir / "analysis_drug_conflicts.csv")
|
||||
network_nodes = pd.read_csv(data_dir / "network_nodes.csv")
|
||||
network_edges = pd.read_csv(data_dir / "network_edges.csv")
|
||||
except:
|
||||
drug_conflicts = None
|
||||
network_nodes = None
|
||||
network_edges = None
|
||||
|
||||
# Global Search Results
|
||||
if search_term:
|
||||
st.sidebar.markdown("---")
|
||||
st.sidebar.subheader("Search Results")
|
||||
|
||||
if search_type == "Gene":
|
||||
results = genes[genes['name'].str.contains(search_term, case=False, na=False)]
|
||||
if len(results) > 0:
|
||||
st.sidebar.success(f"Found {len(results)} genes")
|
||||
for _, row in results.head(5).iterrows():
|
||||
st.sidebar.write(f"**{row['name']}**: {row['num_diseases']} diseases")
|
||||
else:
|
||||
st.sidebar.warning("No genes found")
|
||||
|
||||
elif search_type == "Disease":
|
||||
results = diseases[diseases['name'].str.contains(search_term, case=False, na=False)]
|
||||
if len(results) > 0:
|
||||
st.sidebar.success(f"Found {len(results)} diseases")
|
||||
for _, row in results.head(5).iterrows():
|
||||
st.sidebar.write(f"**{row['name']}**: {row['num_symptoms']} symptoms")
|
||||
else:
|
||||
st.sidebar.warning("No diseases found")
|
||||
|
||||
elif search_type == "Drug":
|
||||
results = super_drugs[super_drugs['name'].str.contains(search_term, case=False, na=False)]
|
||||
if len(results) > 0:
|
||||
st.sidebar.success(f"Found {len(results)} drugs")
|
||||
for _, row in results.head(5).iterrows():
|
||||
st.sidebar.write(f"**{row['name']}**: Score {row['super_score']:.2f}")
|
||||
else:
|
||||
st.sidebar.warning("No drugs found")
|
||||
|
||||
# OVERVIEW PAGE
|
||||
if page == "Overview":
|
||||
st.header("Dataset Overview")
|
||||
|
||||
col1, col2, col3, col4 = st.columns(4)
|
||||
col1.metric("Total Genes", f"{len(genes):,}")
|
||||
col2.metric("Total Diseases", f"{len(diseases):,}")
|
||||
col3.metric("Repurposing Opportunities", f"{len(repurposing):,}")
|
||||
col4.metric("Analyzed Drugs", f"{len(super_drugs):,}")
|
||||
|
||||
# STATISTICS BOXES
|
||||
st.markdown("---")
|
||||
st.subheader("Key Statistics")
|
||||
|
||||
col1, col2, col3 = st.columns(3)
|
||||
|
||||
with col1:
|
||||
avg_diseases_per_gene = genes[genes['num_diseases'] > 0]['num_diseases'].mean()
|
||||
st.markdown(f"""
|
||||
<div class="stat-box">
|
||||
<h3>avg. Diseases per Gene</h3>
|
||||
<h1>{avg_diseases_per_gene:.1f}</h1>
|
||||
<p>For genes with disease associations</p>
|
||||
</div>
|
||||
""", unsafe_allow_html=True)
|
||||
|
||||
with col2:
|
||||
avg_symptoms_per_disease = diseases[diseases['num_symptoms'] > 0]['num_symptoms'].mean()
|
||||
st.markdown(f"""
|
||||
<div class="stat-box">
|
||||
<h3>avg. symptoms per disease</h3>
|
||||
<h1>{avg_symptoms_per_disease:.1f}</h1>
|
||||
<p>For diseases with documented symptoms</p>
|
||||
</div>
|
||||
""", unsafe_allow_html=True)
|
||||
|
||||
with col3:
|
||||
avg_side_effects = polypharmacy['num_side_effects'].mean()
|
||||
st.markdown(f"""
|
||||
<div class="stat-box">
|
||||
<h3>avg. side effect per drug</h3>
|
||||
<h1>{avg_side_effects:.1f}</h1>
|
||||
<p>Across all analyzed compounds</p>
|
||||
</div>
|
||||
""", unsafe_allow_html=True)
|
||||
|
||||
st.markdown("---")
|
||||
|
||||
col1, col2 = st.columns(2)
|
||||
|
||||
with col1:
|
||||
st.subheader("Top Genes by Disease Count")
|
||||
top_genes = genes.nlargest(10, 'num_diseases')[['name', 'num_diseases']]
|
||||
fig = px.bar(top_genes, x='name', y='num_diseases', color='num_diseases')
|
||||
fig.update_layout(
|
||||
showlegend=False,
|
||||
xaxis_title="Gene",
|
||||
yaxis_title="Number of Diseases"
|
||||
)
|
||||
# Enable chart export
|
||||
config = {'displayModeBar': True, 'displaylogo': False}
|
||||
st.plotly_chart(fig, use_container_width=True, config=config)
|
||||
|
||||
csv = top_genes.to_csv(index=False).encode('utf-8')
|
||||
st.download_button("Download Data", csv, "top_genes.csv", "text/csv")
|
||||
|
||||
with col2:
|
||||
st.subheader("Top Diseases by Symptom Count")
|
||||
top_diseases = diseases.nlargest(10, 'num_symptoms')[['name', 'num_symptoms']]
|
||||
fig = px.bar(top_diseases, x='name', y='num_symptoms', color='num_symptoms', color_continuous_scale='Reds')
|
||||
fig.update_layout(
|
||||
showlegend=False,
|
||||
xaxis_title="Disease",
|
||||
yaxis_title="Number of Symptoms"
|
||||
)
|
||||
config = {'displayModeBar': True, 'displaylogo': False}
|
||||
st.plotly_chart(fig, use_container_width=True, config=config)
|
||||
|
||||
csv = top_diseases.to_csv(index=False).encode('utf-8')
|
||||
st.download_button("Download Data", csv, "top_diseases.csv", "text/csv")
|
||||
|
||||
# HOTSPOT GENES PAGE
|
||||
elif page == "Hotspot Genes":
|
||||
st.header("🧬 Hotspot Genes - Most Disease Associations")
|
||||
|
||||
col1, col2 = st.columns([3, 1])
|
||||
|
||||
with col2:
|
||||
n_genes = st.slider("Number of genes:", 10, 50, 20)
|
||||
min_diseases = st.slider("Min diseases:", 0, 50, 0)
|
||||
|
||||
with col1:
|
||||
filtered_genes = genes[genes['num_diseases'] >= min_diseases].nlargest(n_genes, 'num_diseases')
|
||||
|
||||
fig = px.bar(
|
||||
filtered_genes,
|
||||
x='name',
|
||||
y='num_diseases',
|
||||
title=f'Top {n_genes} Genes (min {min_diseases} diseases)',
|
||||
color='num_diseases',
|
||||
color_continuous_scale='Viridis'
|
||||
)
|
||||
fig.update_layout(height=600, showlegend=False)
|
||||
config = {'displayModeBar': True, 'displaylogo': False}
|
||||
st.plotly_chart(fig, use_container_width=True, config=config)
|
||||
|
||||
st.dataframe(filtered_genes[['name', 'num_diseases']].reset_index(drop=True), use_container_width=True)
|
||||
|
||||
csv = filtered_genes.to_csv(index=False).encode('utf-8')
|
||||
st.download_button("Download Filtered Data", csv, "hotspot_genes.csv", "text/csv")
|
||||
|
||||
# DRUG REPURPOSING PAGE
|
||||
elif page == "Drug Repurposing":
|
||||
st.header("Drug Repurposing Opportunities")
|
||||
|
||||
col1, col2 = st.columns([2, 1])
|
||||
|
||||
with col1:
|
||||
top_n = st.slider("Show top N opportunities:", 10, 50, 20)
|
||||
top_repurpose = repurposing.nlargest(top_n, 'shared_genes')
|
||||
|
||||
fig = px.scatter(
|
||||
top_repurpose,
|
||||
x='disease',
|
||||
y='candidate_drug',
|
||||
size='shared_genes',
|
||||
color='shared_genes',
|
||||
title='Drug Repurposing Candidates',
|
||||
color_continuous_scale='Reds',
|
||||
height=600
|
||||
)
|
||||
fig.update_xaxes(tickangle=-45)
|
||||
config = {'displayModeBar': True, 'displaylogo': False}
|
||||
st.plotly_chart(fig, use_container_width=True, config=config)
|
||||
|
||||
with col2:
|
||||
st.subheader("Filter by Disease")
|
||||
diseases_list = sorted(repurposing['disease'].unique())
|
||||
selected = st.selectbox("Select disease:", diseases_list)
|
||||
|
||||
filtered = repurposing[repurposing['disease'] == selected].nlargest(10, 'shared_genes')
|
||||
st.dataframe(filtered[['candidate_drug', 'shared_genes']].reset_index(drop=True), height=400)
|
||||
|
||||
csv = filtered.to_csv(index=False).encode('utf-8')
|
||||
st.download_button("Download", csv, f"repurposing_{selected}.csv", "text/csv")
|
||||
|
||||
# POLYPHARMACY RISK PAGE
|
||||
elif page == "Polypharmacy Risk":
|
||||
st.header("Polypharmacy Risk Analysis")
|
||||
|
||||
col1, col2 = st.columns([3, 1])
|
||||
|
||||
with col2:
|
||||
top_n = st.slider("Number of drugs:", 10, 30, 20)
|
||||
min_risk = st.slider("Min risk score:", 0, 100, 0)
|
||||
|
||||
with col1:
|
||||
filtered_risk = polypharmacy[polypharmacy['risk_score'] >= min_risk].nlargest(top_n, 'num_side_effects')
|
||||
|
||||
fig = px.scatter(
|
||||
filtered_risk,
|
||||
x='num_diseases_treated',
|
||||
y='num_side_effects',
|
||||
size='risk_score',
|
||||
color='risk_score',
|
||||
hover_data=['name'],
|
||||
title='Drugs: Side Effects vs Diseases Treated',
|
||||
color_continuous_scale='Reds'
|
||||
)
|
||||
fig.update_layout(height=600)
|
||||
config = {'displayModeBar': True, 'displaylogo': False}
|
||||
st.plotly_chart(fig, use_container_width=True, config=config)
|
||||
|
||||
st.dataframe(
|
||||
filtered_risk[['name', 'num_diseases_treated', 'num_side_effects', 'risk_score']].reset_index(drop=True),
|
||||
use_container_width=True
|
||||
)
|
||||
|
||||
csv = filtered_risk.to_csv(index=False).encode('utf-8')
|
||||
st.download_button("Download Risk Data", csv, "polypharmacy_risk.csv", "text/csv")
|
||||
|
||||
# SYMPTOM TRIANGLE PAGE
|
||||
elif page == "Symptom Triangle":
|
||||
st.header("Symptom-Disease-Drug Connections")
|
||||
|
||||
top_n = st.slider("Number of symptoms:", 10, 30, 20)
|
||||
top_symptoms = symptom_triangle.nlargest(top_n, 'impact_score')
|
||||
|
||||
fig = px.scatter(
|
||||
top_symptoms,
|
||||
x='num_diseases',
|
||||
y='num_treating_drugs',
|
||||
size='impact_score',
|
||||
color='drugs_with_side_effects',
|
||||
hover_data=['symptom'],
|
||||
title='Symptom Impact Analysis',
|
||||
color_continuous_scale='RdYlGn_r'
|
||||
)
|
||||
fig.update_layout(height=600)
|
||||
config = {'displayModeBar': True, 'displaylogo': False}
|
||||
st.plotly_chart(fig, use_container_width=True, config=config)
|
||||
|
||||
st.dataframe(
|
||||
top_symptoms[['symptom', 'num_diseases', 'num_treating_drugs', 'drugs_with_side_effects', 'impact_score']].reset_index(drop=True),
|
||||
use_container_width=True
|
||||
)
|
||||
|
||||
csv = top_symptoms.to_csv(index=False).encode('utf-8')
|
||||
st.download_button("Download Symptom Data", csv, "symptom_triangle.csv", "text/csv")
|
||||
|
||||
# SUPER DRUGS PAGE
|
||||
elif page == "Super Drugs":
|
||||
st.header("Super-Drug Score (Best Benefit/Risk Ratio)")
|
||||
|
||||
col1, col2 = st.columns([3, 1])
|
||||
|
||||
with col2:
|
||||
top_n = st.slider("Number of drugs:", 10, 30, 20)
|
||||
min_score = st.slider("Min super score:", 0.0, 5.0, 0.0, 0.1)
|
||||
|
||||
with col1:
|
||||
filtered_super = super_drugs[super_drugs['super_score'] >= min_score].nlargest(top_n, 'super_score')
|
||||
|
||||
fig = px.scatter(
|
||||
filtered_super,
|
||||
x='num_diseases_treated',
|
||||
y='num_side_effects',
|
||||
size='super_score',
|
||||
color='super_score',
|
||||
hover_data=['name'],
|
||||
title='Super Drugs Analysis',
|
||||
color_continuous_scale='Viridis_r'
|
||||
)
|
||||
fig.update_layout(height=600)
|
||||
config = {'displayModeBar': True, 'displaylogo': False}
|
||||
st.plotly_chart(fig, use_container_width=True, config=config)
|
||||
|
||||
st.dataframe(
|
||||
filtered_super[['name', 'num_diseases_treated', 'num_side_effects', 'super_score']].reset_index(drop=True),
|
||||
use_container_width=True
|
||||
)
|
||||
|
||||
perfect = super_drugs[(super_drugs['num_side_effects'] == 0) & (super_drugs['num_diseases_treated'] > 0)]
|
||||
st.info(f"💎 Found {len(perfect)} drugs with ZERO documented side effects!")
|
||||
|
||||
csv = filtered_super.to_csv(index=False).encode('utf-8')
|
||||
st.download_button("Download Super Drugs", csv, "super_drugs.csv", "text/csv")
|
||||
|
||||
# DRUG CONFLICTS PAGE
|
||||
elif page == "Drug Conflicts":
|
||||
st.header("Drug Conflicts - Overlapping Side Effects")
|
||||
|
||||
if drug_conflicts is not None and len(drug_conflicts) > 0:
|
||||
col1, col2 = st.columns([3, 1])
|
||||
|
||||
with col2:
|
||||
top_n = st.slider("Number of conflicts:", 10, 50, 20)
|
||||
min_overlap = st.slider("Min shared side effects:", 0, 100, 10)
|
||||
|
||||
with col1:
|
||||
filtered_conflicts = drug_conflicts[
|
||||
drug_conflicts['shared_side_effects'] >= min_overlap
|
||||
].nlargest(top_n, 'shared_side_effects')
|
||||
|
||||
fig = px.scatter(
|
||||
filtered_conflicts,
|
||||
x='drug1_total_se',
|
||||
y='drug2_total_se',
|
||||
size='shared_side_effects',
|
||||
color='overlap_percentage',
|
||||
hover_data=['drug1', 'drug2', 'shared_side_effects'],
|
||||
title='Drug Pairs with Overlapping Side Effects',
|
||||
labels={'drug1_total_se': 'Drug 1 Total SE', 'drug2_total_se': 'Drug 2 Total SE'},
|
||||
color_continuous_scale='Reds'
|
||||
)
|
||||
fig.update_layout(height=600)
|
||||
config = {'displayModeBar': True, 'displaylogo': False}
|
||||
st.plotly_chart(fig, use_container_width=True, config=config)
|
||||
|
||||
st.warning("These drug combinations may have compounded side effects!")
|
||||
st.dataframe(
|
||||
filtered_conflicts[['drug1', 'drug2', 'shared_side_effects', 'overlap_percentage']].reset_index(drop=True),
|
||||
use_container_width=True
|
||||
)
|
||||
|
||||
csv = filtered_conflicts.to_csv(index=False).encode('utf-8')
|
||||
st.download_button("Download Conflicts", csv, "drug_conflicts.csv", "text/csv")
|
||||
else:
|
||||
st.warning("Drug conflicts data not available. Run the ETL script to generate this analysis.")
|
||||
|
||||
# NETWORK GRAPH PAGE
|
||||
elif page == "Network Graph":
|
||||
st.header("Disease-Gene-Drug Network")
|
||||
|
||||
if network_nodes is not None and network_edges is not None:
|
||||
st.info("Interactive network visualization showing connections between diseases, genes, and drugs")
|
||||
|
||||
# Create networkx graph
|
||||
G = nx.Graph()
|
||||
|
||||
# Add nodes
|
||||
for _, row in network_nodes.iterrows():
|
||||
G.add_node(row['id'], label=row['label'], type=row['type'])
|
||||
|
||||
# Add edges
|
||||
for _, row in network_edges.iterrows():
|
||||
G.add_edge(row['source'], row['target'])
|
||||
|
||||
# Create layout
|
||||
pos = nx.spring_layout(G, k=0.5, iterations=50)
|
||||
|
||||
# Create edge trace
|
||||
edge_x = []
|
||||
edge_y = []
|
||||
for edge in G.edges():
|
||||
x0, y0 = pos[edge[0]]
|
||||
x1, y1 = pos[edge[1]]
|
||||
edge_x.extend([x0, x1, None])
|
||||
edge_y.extend([y0, y1, None])
|
||||
|
||||
edge_trace = go.Scatter(
|
||||
x=edge_x, y=edge_y,
|
||||
line=dict(width=0.5, color='#888'),
|
||||
hoverinfo='none',
|
||||
mode='lines'
|
||||
)
|
||||
|
||||
# Create node traces (separate by type for legend)
|
||||
node_traces = []
|
||||
color_map = {
|
||||
'Disease': '#ff4444',
|
||||
'Gene': '#4444ff',
|
||||
'Compound': '#44ff44'
|
||||
}
|
||||
|
||||
for node_type, color in color_map.items():
|
||||
node_x = []
|
||||
node_y = []
|
||||
node_text = []
|
||||
|
||||
for node in G.nodes():
|
||||
if G.nodes[node]['type'] == node_type:
|
||||
x, y = pos[node]
|
||||
node_x.append(x)
|
||||
node_y.append(y)
|
||||
node_text.append(f"{node_type}: {G.nodes[node]['label']}")
|
||||
|
||||
if node_x:
|
||||
node_trace = go.Scatter(
|
||||
x=node_x, y=node_y,
|
||||
mode='markers',
|
||||
name=node_type,
|
||||
hoverinfo='text',
|
||||
text=node_text,
|
||||
marker=dict(
|
||||
color=color,
|
||||
size=12,
|
||||
line=dict(width=2, color='white')
|
||||
)
|
||||
)
|
||||
node_traces.append(node_trace)
|
||||
|
||||
# Create figure
|
||||
fig = go.Figure(data=[edge_trace] + node_traces,
|
||||
layout=go.Layout(
|
||||
title='Disease-Gene-Drug Network',
|
||||
showlegend=True,
|
||||
hovermode='closest',
|
||||
margin=dict(b=0,l=0,r=0,t=40),
|
||||
xaxis=dict(showgrid=False, zeroline=False, showticklabels=False),
|
||||
yaxis=dict(showgrid=False, zeroline=False, showticklabels=False),
|
||||
height=700
|
||||
))
|
||||
|
||||
config = {'displayModeBar': True, 'displaylogo': False}
|
||||
st.plotly_chart(fig, use_container_width=True, config=config)
|
||||
|
||||
col1, col2, col3 = st.columns(3)
|
||||
col1.metric("🔴 Diseases", len([n for n in G.nodes() if G.nodes[n]['type'] == 'Disease']))
|
||||
col2.metric("🔵 Genes", len([n for n in G.nodes() if G.nodes[n]['type'] == 'Gene']))
|
||||
col3.metric("🟢 Drugs", len([n for n in G.nodes() if G.nodes[n]['type'] == 'Compound']))
|
||||
else:
|
||||
st.warning("Network data not available. Run the ETL script to generate this visualization.")
|
||||
|
||||
# COMPARE DRUGS PAGE
|
||||
elif page == "Compare Drugs 🆕":
|
||||
st.header("⚖️ Compare Drugs Side-by-Side")
|
||||
|
||||
drug_names = sorted(super_drugs['name'].unique())
|
||||
|
||||
col1, col2 = st.columns(2)
|
||||
|
||||
with col1:
|
||||
drug1 = st.selectbox("Select Drug 1:", drug_names, key='drug1')
|
||||
|
||||
with col2:
|
||||
drug2 = st.selectbox("Select Drug 2:", drug_names, key='drug2')
|
||||
|
||||
if drug1 and drug2:
|
||||
drug1_data = super_drugs[super_drugs['name'] == drug1].iloc[0]
|
||||
drug2_data = super_drugs[super_drugs['name'] == drug2].iloc[0]
|
||||
|
||||
st.markdown("---")
|
||||
|
||||
col1, col2 = st.columns(2)
|
||||
|
||||
with col1:
|
||||
st.subheader(f"{drug1}")
|
||||
st.metric("Diseases Treated", int(drug1_data['num_diseases_treated']))
|
||||
st.metric("Side Effects", int(drug1_data['num_side_effects']))
|
||||
st.metric("Super Score", f"{drug1_data['super_score']:.2f}")
|
||||
|
||||
with col2:
|
||||
st.subheader(f"{drug2}")
|
||||
st.metric("Diseases Treated", int(drug2_data['num_diseases_treated']))
|
||||
st.metric("Side Effects", int(drug2_data['num_side_effects']))
|
||||
st.metric("Super Score", f"{drug2_data['super_score']:.2f}")
|
||||
|
||||
# Comparison chart
|
||||
comparison_df = pd.DataFrame({
|
||||
'Metric': ['Diseases Treated', 'Side Effects', 'Super Score'],
|
||||
drug1: [drug1_data['num_diseases_treated'], drug1_data['num_side_effects'], drug1_data['super_score']],
|
||||
drug2: [drug2_data['num_diseases_treated'], drug2_data['num_side_effects'], drug2_data['super_score']]
|
||||
})
|
||||
|
||||
fig = px.bar(
|
||||
comparison_df,
|
||||
x='Metric',
|
||||
y=[drug1, drug2],
|
||||
barmode='group',
|
||||
title='Side-by-Side Comparison'
|
||||
)
|
||||
config = {'displayModeBar': True, 'displaylogo': False}
|
||||
st.plotly_chart(fig, use_container_width=True, config=config)
|
||||
|
||||
# Winner determination
|
||||
st.markdown("---")
|
||||
st.subheader("🏆 Recommendation")
|
||||
|
||||
if drug1_data['super_score'] > drug2_data['super_score']:
|
||||
st.success(f"**{drug1}** has a better benefit/risk ratio (Super Score: {drug1_data['super_score']:.2f})")
|
||||
elif drug2_data['super_score'] > drug1_data['super_score']:
|
||||
st.success(f"**{drug2}** has a better benefit/risk ratio (Super Score: {drug2_data['super_score']:.2f})")
|
||||
else:
|
||||
st.info("Both drugs have the same Super Score")
|
||||
|
||||
except FileNotFoundError as e:
|
||||
st.error(f"Could not find data files")
|
||||
st.write("Please ensure you're running the dashboard from the correct directory with access to `neo4j_csv/` folder")
|
||||
|
||||
except Exception as e:
|
||||
st.error(f"Error: {str(e)}")
|
||||
st.exception(e)
|
||||
BIN
hetionet-v1.0.json
Normal file
BIN
hetionet-v1.0.json
Normal file
Binary file not shown.
37929
neo4j_csv/analysis_drug_conflicts.csv
Normal file
37929
neo4j_csv/analysis_drug_conflicts.csv
Normal file
File diff suppressed because it is too large
Load Diff
292
neo4j_csv/analysis_drug_repurposing.csv
Normal file
292
neo4j_csv/analysis_drug_repurposing.csv
Normal file
@@ -0,0 +1,292 @@
|
||||
disease,candidate_drug,shared_genes
|
||||
hematologic cancer,Nifedipine,1007
|
||||
hematologic cancer,Balsalazide,1007
|
||||
hematologic cancer,Levetiracetam,1007
|
||||
breast cancer,Balsalazide,1004
|
||||
breast cancer,Cytarabine,1004
|
||||
breast cancer,Nifedipine,1004
|
||||
IgA glomerulonephritis,Nifedipine,930
|
||||
IgA glomerulonephritis,Balsalazide,930
|
||||
IgA glomerulonephritis,Cytarabine,930
|
||||
rheumatoid arthritis,Balsalazide,741
|
||||
rheumatoid arthritis,Nifedipine,741
|
||||
rheumatoid arthritis,Cytarabine,741
|
||||
schizophrenia,Cytarabine,729
|
||||
schizophrenia,Nifedipine,729
|
||||
schizophrenia,Balsalazide,729
|
||||
polycystic ovary syndrome,Cytarabine,692
|
||||
polycystic ovary syndrome,Nifedipine,692
|
||||
polycystic ovary syndrome,Balsalazide,692
|
||||
Alzheimer's disease,Nifedipine,685
|
||||
Alzheimer's disease,Cytarabine,685
|
||||
Alzheimer's disease,Balsalazide,685
|
||||
Parkinson's disease,Nifedipine,637
|
||||
Parkinson's disease,Cytarabine,637
|
||||
Parkinson's disease,Balsalazide,637
|
||||
lung cancer,Cytarabine,629
|
||||
lung cancer,Balsalazide,629
|
||||
lung cancer,Nifedipine,629
|
||||
ulcerative colitis,Cytarabine,611
|
||||
prostate cancer,Cytarabine,611
|
||||
prostate cancer,Nifedipine,611
|
||||
prostate cancer,Balsalazide,611
|
||||
ulcerative colitis,Nifedipine,611
|
||||
ulcerative colitis,Lenalidomide,611
|
||||
psoriasis,Cytarabine,584
|
||||
psoriasis,Nifedipine,584
|
||||
psoriasis,Balsalazide,584
|
||||
chronic obstructive pulmonary disease,Balsalazide,573
|
||||
chronic obstructive pulmonary disease,Nifedipine,573
|
||||
chronic obstructive pulmonary disease,Cytarabine,573
|
||||
amyotrophic lateral sclerosis,Balsalazide,551
|
||||
amyotrophic lateral sclerosis,Cytarabine,551
|
||||
amyotrophic lateral sclerosis,Nifedipine,551
|
||||
systemic scleroderma,Balsalazide,550
|
||||
systemic scleroderma,Nifedipine,550
|
||||
systemic scleroderma,Cytarabine,550
|
||||
malaria,Nifedipine,548
|
||||
malaria,Cytarabine,548
|
||||
malaria,Balsalazide,548
|
||||
coronary artery disease,Nifedipine,536
|
||||
acquired immunodeficiency syndrome,Cytarabine,536
|
||||
coronary artery disease,Cytarabine,536
|
||||
acquired immunodeficiency syndrome,Balsalazide,536
|
||||
coronary artery disease,Balsalazide,536
|
||||
acquired immunodeficiency syndrome,Nifedipine,536
|
||||
azoospermia,Balsalazide,535
|
||||
azoospermia,Nifedipine,535
|
||||
azoospermia,Cytarabine,535
|
||||
psoriatic arthritis,Balsalazide,523
|
||||
psoriatic arthritis,Nifedipine,523
|
||||
psoriatic arthritis,Cytarabine,523
|
||||
abdominal aortic aneurysm,Cytarabine,522
|
||||
abdominal aortic aneurysm,Nifedipine,522
|
||||
abdominal aortic aneurysm,Balsalazide,522
|
||||
nicotine dependence,Balsalazide,519
|
||||
nicotine dependence,Nifedipine,519
|
||||
nicotine dependence,Cytarabine,519
|
||||
idiopathic pulmonary fibrosis,Nifedipine,518
|
||||
idiopathic pulmonary fibrosis,Cytarabine,518
|
||||
idiopathic pulmonary fibrosis,Balsalazide,518
|
||||
alopecia areata,Balsalazide,510
|
||||
alopecia areata,Nifedipine,510
|
||||
alopecia areata,Cytarabine,510
|
||||
uterine fibroid,Balsalazide,403
|
||||
uterine fibroid,Cytarabine,403
|
||||
uterine fibroid,Nifedipine,403
|
||||
alcohol dependence,Cytarabine,353
|
||||
alcohol dependence,Nifedipine,353
|
||||
alcohol dependence,Balsalazide,353
|
||||
ovarian cancer,Cytarabine,317
|
||||
ovarian cancer,Nifedipine,317
|
||||
ovarian cancer,Balsalazide,317
|
||||
stomach cancer,Cytarabine,298
|
||||
stomach cancer,Nifedipine,298
|
||||
stomach cancer,Balsalazide,298
|
||||
anemia,Balsalazide,262
|
||||
anemia,Nifedipine,262
|
||||
anemia,Cytarabine,262
|
||||
asthma,Cytarabine,226
|
||||
asthma,Balsalazide,226
|
||||
asthma,Nifedipine,226
|
||||
liver cancer,Balsalazide,179
|
||||
liver cancer,Nifedipine,179
|
||||
liver cancer,Cytarabine,179
|
||||
esophageal cancer,Nifedipine,168
|
||||
esophageal cancer,Balsalazide,168
|
||||
esophageal cancer,Cytarabine,168
|
||||
atherosclerosis,Balsalazide,166
|
||||
atherosclerosis,Nifedipine,166
|
||||
atherosclerosis,Cytarabine,166
|
||||
multiple sclerosis,Cytarabine,165
|
||||
multiple sclerosis,Nifedipine,165
|
||||
multiple sclerosis,Balsalazide,165
|
||||
type 1 diabetes mellitus,Cytarabine,148
|
||||
type 1 diabetes mellitus,Nifedipine,148
|
||||
type 1 diabetes mellitus,Balsalazide,148
|
||||
chronic kidney failure,Balsalazide,132
|
||||
chronic kidney failure,Nifedipine,132
|
||||
chronic kidney failure,Cytarabine,132
|
||||
glaucoma,Cytarabine,122
|
||||
glaucoma,Nifedipine,122
|
||||
glaucoma,Balsalazide,122
|
||||
salivary gland cancer,Cytarabine,118
|
||||
salivary gland cancer,Nifedipine,118
|
||||
salivary gland cancer,Balsalazide,118
|
||||
brain cancer,Balsalazide,111
|
||||
brain cancer,Cytarabine,111
|
||||
brain cancer,Nifedipine,111
|
||||
bipolar disorder,Balsalazide,106
|
||||
bipolar disorder,Cytarabine,106
|
||||
bipolar disorder,Nifedipine,106
|
||||
pancreatitis,Cytarabine,103
|
||||
pancreatitis,Nifedipine,103
|
||||
pancreatitis,Balsalazide,103
|
||||
osteoporosis,Cytarabine,98
|
||||
osteoporosis,Nifedipine,98
|
||||
osteoporosis,Balsalazide,98
|
||||
metabolic syndrome X,Cytarabine,90
|
||||
metabolic syndrome X,Nifedipine,90
|
||||
metabolic syndrome X,Balsalazide,90
|
||||
uterine cancer,Balsalazide,89
|
||||
uterine cancer,Nifedipine,89
|
||||
uterine cancer,Cytarabine,89
|
||||
primary biliary cirrhosis,Nifedipine,78
|
||||
primary biliary cirrhosis,Balsalazide,78
|
||||
primary biliary cirrhosis,Cytarabine,78
|
||||
atopic dermatitis,Balsalazide,77
|
||||
atopic dermatitis,Nifedipine,77
|
||||
atopic dermatitis,Cytarabine,77
|
||||
bone cancer,Cytarabine,74
|
||||
bone cancer,Nifedipine,74
|
||||
bone cancer,Balsalazide,74
|
||||
peripheral nervous system neoplasm,Balsalazide,70
|
||||
peripheral nervous system neoplasm,Cytarabine,70
|
||||
peripheral nervous system neoplasm,Nifedipine,70
|
||||
skin cancer,Cytarabine,69
|
||||
sarcoma,Balsalazide,69
|
||||
sarcoma,Nifedipine,69
|
||||
sarcoma,Cytarabine,69
|
||||
skin cancer,Balsalazide,69
|
||||
skin cancer,Nifedipine,69
|
||||
hepatitis B,Cytarabine,68
|
||||
hepatitis B,Nifedipine,68
|
||||
hepatitis B,Balsalazide,68
|
||||
osteoarthritis,Cytarabine,62
|
||||
osteoarthritis,Balsalazide,62
|
||||
osteoarthritis,Nifedipine,62
|
||||
germ cell cancer,Nifedipine,58
|
||||
thyroid cancer,Balsalazide,58
|
||||
thyroid cancer,Nifedipine,58
|
||||
thyroid cancer,Cytarabine,58
|
||||
germ cell cancer,Balsalazide,58
|
||||
germ cell cancer,Cytarabine,58
|
||||
head and neck cancer,Cytarabine,55
|
||||
head and neck cancer,Nifedipine,55
|
||||
head and neck cancer,Balsalazide,55
|
||||
age related macular degeneration,Balsalazide,55
|
||||
age related macular degeneration,Nifedipine,55
|
||||
age related macular degeneration,Cytarabine,55
|
||||
cleft lip,Balsalazide,54
|
||||
ocular cancer,Balsalazide,54
|
||||
ocular cancer,Nifedipine,54
|
||||
cleft lip,Nifedipine,54
|
||||
ocular cancer,Cytarabine,54
|
||||
cleft lip,Cytarabine,54
|
||||
celiac disease,Nifedipine,48
|
||||
celiac disease,Cytarabine,48
|
||||
celiac disease,Balsalazide,48
|
||||
migraine,Nifedipine,46
|
||||
migraine,Cytarabine,46
|
||||
migraine,Balsalazide,46
|
||||
hypothyroidism,Cytarabine,44
|
||||
hypothyroidism,Nifedipine,44
|
||||
hypothyroidism,Balsalazide,44
|
||||
cervical cancer,Nifedipine,42
|
||||
bile duct cancer,Nifedipine,42
|
||||
cervical cancer,Cytarabine,42
|
||||
muscle cancer,Cytarabine,42
|
||||
muscle cancer,Nifedipine,42
|
||||
muscle cancer,Balsalazide,42
|
||||
cervical cancer,Balsalazide,42
|
||||
bile duct cancer,Balsalazide,42
|
||||
bile duct cancer,Cytarabine,42
|
||||
attention deficit hyperactivity disorder,Cytarabine,41
|
||||
attention deficit hyperactivity disorder,Nifedipine,41
|
||||
attention deficit hyperactivity disorder,Balsalazide,41
|
||||
vitiligo,Balsalazide,38
|
||||
vitiligo,Cytarabine,38
|
||||
vitiligo,Nifedipine,38
|
||||
endogenous depression,Balsalazide,33
|
||||
endogenous depression,Cytarabine,33
|
||||
endogenous depression,Nifedipine,33
|
||||
meningioma,Cytarabine,28
|
||||
meningioma,Balsalazide,28
|
||||
meningioma,Nifedipine,28
|
||||
membranous glomerulonephritis,Balsalazide,27
|
||||
membranous glomerulonephritis,Nifedipine,27
|
||||
narcolepsy,Cytarabine,27
|
||||
membranous glomerulonephritis,Cytarabine,27
|
||||
narcolepsy,Balsalazide,27
|
||||
narcolepsy,Nifedipine,27
|
||||
nephrolithiasis,Clomifene,26
|
||||
nephrolithiasis,Cytarabine,26
|
||||
nephrolithiasis,Nifedipine,26
|
||||
testicular cancer,Cytarabine,23
|
||||
leprosy,Balsalazide,23
|
||||
leprosy,Nifedipine,23
|
||||
testicular cancer,Nifedipine,23
|
||||
leprosy,Cytarabine,23
|
||||
testicular cancer,Balsalazide,23
|
||||
Behcet's disease,Nifedipine,21
|
||||
Behcet's disease,Balsalazide,21
|
||||
Behcet's disease,Cytarabine,21
|
||||
thymus cancer,Cytarabine,19
|
||||
thymus cancer,Nifedipine,19
|
||||
thymus cancer,Balsalazide,19
|
||||
gout,Cytarabine,18
|
||||
gout,Nifedipine,18
|
||||
gout,Balsalazide,18
|
||||
Gilles de la Tourette syndrome,Cytarabine,16
|
||||
Gilles de la Tourette syndrome,Disulfiram,16
|
||||
pharynx cancer,Balsalazide,16
|
||||
pharynx cancer,Nifedipine,16
|
||||
pharynx cancer,Cytarabine,16
|
||||
Gilles de la Tourette syndrome,Nifedipine,16
|
||||
degenerative disc disease,Clomifene,14
|
||||
degenerative disc disease,Zoledronate,14
|
||||
Kawasaki disease,Balsalazide,14
|
||||
Kawasaki disease,Nifedipine,14
|
||||
Kawasaki disease,Cytarabine,14
|
||||
degenerative disc disease,Balsalazide,14
|
||||
thoracic aortic aneurysm,Cytarabine,13
|
||||
dental caries,Cytarabine,13
|
||||
dental caries,Nifedipine,13
|
||||
dental caries,Balsalazide,13
|
||||
thoracic aortic aneurysm,Nifedipine,13
|
||||
thoracic aortic aneurysm,Balsalazide,13
|
||||
gallbladder cancer,Balsalazide,13
|
||||
gallbladder cancer,Nifedipine,13
|
||||
gallbladder cancer,Cytarabine,13
|
||||
conduct disorder,Cytarabine,12
|
||||
conduct disorder,Disulfiram,12
|
||||
conduct disorder,Nifedipine,12
|
||||
restless legs syndrome,Lenalidomide,12
|
||||
restless legs syndrome,Nifedipine,12
|
||||
restless legs syndrome,Cytarabine,12
|
||||
vascular cancer,Balsalazide,9
|
||||
vascular cancer,Nifedipine,9
|
||||
vascular cancer,Cytarabine,9
|
||||
malignant mesothelioma,Cytarabine,9
|
||||
lymphatic system cancer,Prednisolone,9
|
||||
malignant mesothelioma,Nifedipine,9
|
||||
malignant mesothelioma,Balsalazide,9
|
||||
lymphatic system cancer,Balsalazide,9
|
||||
lymphatic system cancer,Lenalidomide,9
|
||||
vulva cancer,Gemcitabine,6
|
||||
Fuchs' endothelial dystrophy,Imatinib,6
|
||||
Fuchs' endothelial dystrophy,Cytarabine,6
|
||||
vulva cancer,Clomifene,6
|
||||
vulva cancer,Everolimus,6
|
||||
Fuchs' endothelial dystrophy,Dasatinib,6
|
||||
larynx cancer,Cytarabine,5
|
||||
larynx cancer,Disulfiram,5
|
||||
larynx cancer,Nifedipine,5
|
||||
duodenum cancer,Levetiracetam,4
|
||||
duodenum cancer,Nifedipine,4
|
||||
duodenum cancer,Prednisolone,4
|
||||
vaginal cancer,Cytarabine,3
|
||||
vaginal cancer,Balsalazide,3
|
||||
fallopian tube cancer,Dacarbazine,3
|
||||
fallopian tube cancer,Gemcitabine,3
|
||||
vaginal cancer,Prednisolone,3
|
||||
fallopian tube cancer,Everolimus,3
|
||||
ureter cancer,Dacarbazine,1
|
||||
peritoneum cancer,Altretamine,1
|
||||
ureter cancer,Clomifene,1
|
||||
ureter cancer,Docetaxel,1
|
||||
peritoneum cancer,Clobazam,1
|
||||
mediastinal cancer,Nifedipine,1
|
||||
mediastinal cancer,Cytarabine,1
|
||||
peritoneum cancer,Chlorambucil,1
|
||||
mediastinal cancer,Prednisolone,1
|
||||
|
1072
neo4j_csv/analysis_polypharmacy_risk.csv
Normal file
1072
neo4j_csv/analysis_polypharmacy_risk.csv
Normal file
File diff suppressed because it is too large
Load Diff
388
neo4j_csv/analysis_super_drugs.csv
Normal file
388
neo4j_csv/analysis_super_drugs.csv
Normal file
@@ -0,0 +1,388 @@
|
||||
name,num_diseases_treated,num_side_effects,super_score
|
||||
Dacarbazine,7,0,7.0
|
||||
Sulfasalazine,4,0,4.0
|
||||
Cholecalciferol,3,0,3.0
|
||||
Balsalazide,2,0,2.0
|
||||
Cytarabine,2,0,2.0
|
||||
Atorvastatin,2,0,2.0
|
||||
Carboplatin,9,7,1.125
|
||||
Olsalazine,1,0,1.0
|
||||
Doxycycline,1,0,1.0
|
||||
Lopinavir,1,0,1.0
|
||||
Moexipril,1,0,1.0
|
||||
Rifampicin,1,0,1.0
|
||||
Minoxidil,1,0,1.0
|
||||
Guanadrel,1,0,1.0
|
||||
Eribulin,1,0,1.0
|
||||
Vitamin C,1,0,1.0
|
||||
Guanethidine,1,0,1.0
|
||||
Artemether,1,0,1.0
|
||||
Isoetarine,1,0,1.0
|
||||
Physostigmine,1,6,0.14285714285714285
|
||||
Dactinomycin,10,75,0.13157894736842105
|
||||
Vinblastine,7,59,0.11666666666666667
|
||||
Dipivefrin,1,9,0.1
|
||||
Prednisolone,13,134,0.0962962962962963
|
||||
WF10,1,10,0.09090909090909091
|
||||
Liothyronine,1,12,0.07692307692307693
|
||||
Etoposide,11,153,0.07142857142857142
|
||||
Triamcinolone,12,179,0.06666666666666667
|
||||
Echothiophate,1,14,0.06666666666666667
|
||||
Ergocalciferol,2,30,0.06451612903225806
|
||||
Pyrimethamine,1,15,0.0625
|
||||
Methotrexate,19,319,0.059375
|
||||
Dapsone,3,50,0.058823529411764705
|
||||
Prednisone,15,258,0.05791505791505792
|
||||
Azathioprine,6,104,0.05714285714285714
|
||||
Bleomycin,6,105,0.05660377358490566
|
||||
Methoxsalen,3,53,0.05555555555555555
|
||||
Mercaptopurine,3,57,0.05172413793103448
|
||||
Penbutolol,2,39,0.05
|
||||
Vincristine,7,142,0.04895104895104895
|
||||
Chlorambucil,4,83,0.047619047619047616
|
||||
Tiludronate,1,20,0.047619047619047616
|
||||
Cisplatin,8,169,0.047058823529411764
|
||||
Methylprednisolone,10,216,0.04608294930875576
|
||||
Calcipotriol,1,21,0.045454545454545456
|
||||
Beclomethasone,2,43,0.045454545454545456
|
||||
Methamphetamine,1,21,0.045454545454545456
|
||||
Lomustine,2,44,0.044444444444444446
|
||||
Fluocinonide,2,44,0.044444444444444446
|
||||
Betamethasone,11,249,0.044
|
||||
Dexamethasone,11,249,0.044
|
||||
Teniposide,3,70,0.04225352112676056
|
||||
Miglitol,1,23,0.041666666666666664
|
||||
Benzphetamine,1,23,0.041666666666666664
|
||||
Fluorouracil,7,169,0.041176470588235294
|
||||
Loratadine,3,73,0.04054054054054054
|
||||
Mechlorethamine,2,49,0.04
|
||||
Auranofin,2,50,0.0392156862745098
|
||||
Altretamine,1,25,0.038461538461538464
|
||||
Topotecan,4,111,0.03571428571428571
|
||||
Dyphylline,1,27,0.03571428571428571
|
||||
Mecamylamine,1,27,0.03571428571428571
|
||||
Spironolactone,2,56,0.03508771929824561
|
||||
Probenecid,1,28,0.034482758620689655
|
||||
Dimenhydrinate,2,57,0.034482758620689655
|
||||
Proguanil,1,28,0.034482758620689655
|
||||
Diphenhydramine,2,57,0.034482758620689655
|
||||
Triamterene,1,28,0.034482758620689655
|
||||
Hydrocortisone,8,231,0.034482758620689655
|
||||
Melphalan,4,117,0.03389830508474576
|
||||
Mitoxantrone,6,177,0.033707865168539325
|
||||
Irinotecan,6,177,0.033707865168539325
|
||||
Isoprenaline,1,29,0.03333333333333333
|
||||
Phendimetrazine,1,29,0.03333333333333333
|
||||
Doxorubicin,17,511,0.033203125
|
||||
Tolbutamide,1,30,0.03225806451612903
|
||||
Gemcitabine,6,189,0.031578947368421054
|
||||
Tioguanine,1,31,0.03125
|
||||
Etidronic acid,2,63,0.03125
|
||||
Fluoxymesterone,1,31,0.03125
|
||||
Hydroxyurea,4,130,0.030534351145038167
|
||||
Terbutaline,1,32,0.030303030303030304
|
||||
Docetaxel,9,297,0.030201342281879196
|
||||
Mitomycin,2,66,0.029850746268656716
|
||||
Tirofiban,1,33,0.029411764705882353
|
||||
Bendroflumethiazide,1,34,0.02857142857142857
|
||||
Carmustine,5,177,0.028089887640449437
|
||||
Mometasone,3,107,0.027777777777777776
|
||||
Epirubicin,14,511,0.02734375
|
||||
Valsartan,3,110,0.02702702702702703
|
||||
Methimazole,1,36,0.02702702702702703
|
||||
Acetazolamide,2,74,0.02666666666666667
|
||||
Chlorpropamide,1,38,0.02564102564102564
|
||||
Metipranolol,1,38,0.02564102564102564
|
||||
Tolazamide,1,38,0.02564102564102564
|
||||
Propantheline,1,39,0.025
|
||||
Linagliptin,1,39,0.025
|
||||
Disulfiram,1,39,0.025
|
||||
Rosuvastatin,2,80,0.024691358024691357
|
||||
Hydroflumethiazide,1,40,0.024390243902439025
|
||||
Vinorelbine,4,164,0.024242424242424242
|
||||
Amobarbital,1,41,0.023809523809523808
|
||||
Acarbose,1,42,0.023255813953488372
|
||||
Acetylsalicylic acid,2,86,0.022988505747126436
|
||||
Ethacrynic acid,1,43,0.022727272727272728
|
||||
Phenylpropanolamine,1,43,0.022727272727272728
|
||||
Reserpine,1,43,0.022727272727272728
|
||||
Montelukast,3,132,0.022556390977443608
|
||||
Colchicine,2,88,0.02247191011235955
|
||||
Calcium Acetate,1,44,0.022222222222222223
|
||||
Ruxolitinib,1,44,0.022222222222222223
|
||||
Vemurafenib,2,90,0.02197802197802198
|
||||
Primidone,1,45,0.021739130434782608
|
||||
Tazarotene,1,45,0.021739130434782608
|
||||
Thiotepa,4,184,0.021621621621621623
|
||||
Metformin,3,139,0.02142857142857143
|
||||
Nateglinide,1,46,0.02127659574468085
|
||||
Carteolol,1,46,0.02127659574468085
|
||||
Alendronate,2,94,0.021052631578947368
|
||||
Fenoldopam,1,47,0.020833333333333332
|
||||
Aminophylline,2,95,0.020833333333333332
|
||||
Ketotifen,1,48,0.02040816326530612
|
||||
Phentermine,1,48,0.02040816326530612
|
||||
Diclofenamide,1,48,0.02040816326530612
|
||||
Idarubicin,2,98,0.020202020202020204
|
||||
Raloxifene,2,98,0.020202020202020204
|
||||
Captopril,3,148,0.020134228187919462
|
||||
Pitavastatin,1,49,0.02
|
||||
Nebivolol,1,50,0.0196078431372549
|
||||
Erlotinib,3,152,0.0196078431372549
|
||||
Glyburide,2,102,0.019417475728155338
|
||||
Ramipril,4,206,0.01932367149758454
|
||||
Carbachol,1,51,0.019230769230769232
|
||||
Desonide,1,52,0.018867924528301886
|
||||
Zileuton,1,52,0.018867924528301886
|
||||
Valrubicin,1,52,0.018867924528301886
|
||||
Calcitriol,2,106,0.018691588785046728
|
||||
Levobunolol,1,53,0.018518518518518517
|
||||
Timolol,4,218,0.0182648401826484
|
||||
Propylthiouracil,1,54,0.01818181818181818
|
||||
Vismodegib,1,54,0.01818181818181818
|
||||
Indacaterol,1,54,0.01818181818181818
|
||||
Tiotropium,2,110,0.018018018018018018
|
||||
Orciprenaline,1,55,0.017857142857142856
|
||||
Pentoxifylline,2,111,0.017857142857142856
|
||||
Propranolol,2,112,0.017699115044247787
|
||||
Furosemide,3,171,0.01744186046511628
|
||||
Torasemide,1,58,0.01694915254237288
|
||||
Nedocromil,1,58,0.01694915254237288
|
||||
Methazolamide,1,59,0.016666666666666666
|
||||
Pirbuterol,1,59,0.016666666666666666
|
||||
Temozolomide,4,241,0.01652892561983471
|
||||
Lovastatin,2,121,0.01639344262295082
|
||||
Losartan,3,187,0.015957446808510637
|
||||
Trimethadione,1,62,0.015873015873015872
|
||||
Chlorothiazide,1,62,0.015873015873015872
|
||||
Ezetimibe,2,127,0.015625
|
||||
Entecavir,1,63,0.015625
|
||||
Latanoprost,1,64,0.015384615384615385
|
||||
Lisinopril,4,263,0.015151515151515152
|
||||
Fluticasone furoate,1,65,0.015151515151515152
|
||||
Chlorthalidone,1,65,0.015151515151515152
|
||||
Sorafenib,3,198,0.01507537688442211
|
||||
Prazosin,1,66,0.014925373134328358
|
||||
Repaglinide,1,66,0.014925373134328358
|
||||
Bumetanide,1,66,0.014925373134328358
|
||||
Estramustine,1,66,0.014925373134328358
|
||||
Flunisolide,2,133,0.014925373134328358
|
||||
Eplerenone,2,134,0.014814814814814815
|
||||
Vorinostat,1,67,0.014705882352941176
|
||||
Adefovir Dipivoxil,1,67,0.014705882352941176
|
||||
Procarbazine,2,137,0.014492753623188406
|
||||
Diethylpropion,1,68,0.014492753623188406
|
||||
Clobetasol propionate,1,68,0.014492753623188406
|
||||
Cyproheptadine,1,68,0.014492753623188406
|
||||
Verapamil,2,138,0.014388489208633094
|
||||
Roflumilast,1,69,0.014285714285714285
|
||||
Levothyroxine,1,71,0.013888888888888888
|
||||
Simvastatin,2,143,0.013888888888888888
|
||||
Dextrothyroxine,1,71,0.013888888888888888
|
||||
Abiraterone,1,71,0.013888888888888888
|
||||
Fluocinolone Acetonide,2,143,0.013888888888888888
|
||||
Fludarabine,2,145,0.0136986301369863
|
||||
Floxuridine,1,72,0.0136986301369863
|
||||
Amprenavir,1,73,0.013513513513513514
|
||||
Desloratadine,1,73,0.013513513513513514
|
||||
Lapatinib,1,73,0.013513513513513514
|
||||
Estrone,1,74,0.013333333333333334
|
||||
Zafirlukast,1,76,0.012987012987012988
|
||||
Bepridil,1,76,0.012987012987012988
|
||||
Ethinyl Estradiol,2,153,0.012987012987012988
|
||||
Rosiglitazone,1,76,0.012987012987012988
|
||||
Cimetidine,1,77,0.01282051282051282
|
||||
Sulfadiazine,1,78,0.012658227848101266
|
||||
Leflunomide,3,240,0.012448132780082987
|
||||
Capecitabine,6,483,0.012396694214876033
|
||||
Risedronate,2,163,0.012195121951219513
|
||||
Candesartan,1,83,0.011904761904761904
|
||||
Olmesartan,2,167,0.011904761904761904
|
||||
Phenobarbital,1,84,0.011764705882352941
|
||||
Orlistat,2,170,0.011695906432748537
|
||||
Cyclosporine,4,344,0.011594202898550725
|
||||
Theophylline,1,86,0.011494252873563218
|
||||
Methyldopa,1,86,0.011494252873563218
|
||||
Niacin,2,177,0.011235955056179775
|
||||
Rufinamide,1,88,0.011235955056179775
|
||||
Nilutamide,1,89,0.011111111111111112
|
||||
Hydralazine,1,90,0.01098901098901099
|
||||
Fulvestrant,1,90,0.01098901098901099
|
||||
Amiloride,1,90,0.01098901098901099
|
||||
Flutamide,1,90,0.01098901098901099
|
||||
Fingolimod,1,90,0.01098901098901099
|
||||
Pravastatin,2,184,0.010810810810810811
|
||||
Didanosine,1,92,0.010752688172043012
|
||||
Pamidronate,2,185,0.010752688172043012
|
||||
Clonidine,2,186,0.0106951871657754
|
||||
Cladribine,2,186,0.0106951871657754
|
||||
Toremifene,1,93,0.010638297872340425
|
||||
Pindolol,1,93,0.010638297872340425
|
||||
Arformoterol,2,188,0.010582010582010581
|
||||
Formoterol,2,188,0.010582010582010581
|
||||
Ciclesonide,1,96,0.010309278350515464
|
||||
Quinapril,1,97,0.01020408163265306
|
||||
Trandolapril,2,198,0.010050251256281407
|
||||
Crizotinib,1,99,0.01
|
||||
Enalapril,2,200,0.009950248756218905
|
||||
Benazepril,1,101,0.00980392156862745
|
||||
Nadolol,1,102,0.009708737864077669
|
||||
Lacosamide,1,103,0.009615384615384616
|
||||
Telbivudine,1,103,0.009615384615384616
|
||||
Ifosfamide,3,311,0.009615384615384616
|
||||
Telmisartan,2,207,0.009615384615384616
|
||||
Estradiol valerate/Dienogest,1,104,0.009523809523809525
|
||||
Glipizide,1,106,0.009345794392523364
|
||||
Isradipine,1,106,0.009345794392523364
|
||||
Guanfacine,1,107,0.009259259259259259
|
||||
Lamivudine,2,216,0.009216589861751152
|
||||
Nicardipine,1,108,0.009174311926605505
|
||||
Salbutamol,2,217,0.009174311926605505
|
||||
Olopatadine,1,108,0.009174311926605505
|
||||
Paclitaxel,4,442,0.009029345372460496
|
||||
Tamoxifen,2,222,0.008968609865470852
|
||||
Clobazam,1,111,0.008928571428571428
|
||||
Felodipine,1,111,0.008928571428571428
|
||||
Metolazone,1,111,0.008928571428571428
|
||||
Apraclonidine,1,112,0.008849557522123894
|
||||
Zoledronate,2,232,0.008583690987124463
|
||||
Gemfibrozil,1,116,0.008547008547008548
|
||||
Budesonide,2,235,0.00847457627118644
|
||||
Esmolol,1,118,0.008403361344537815
|
||||
Degarelix,1,118,0.008403361344537815
|
||||
Pioglitazone,1,118,0.008403361344537815
|
||||
Perindopril,2,239,0.008333333333333333
|
||||
Irbesartan,2,241,0.008264462809917356
|
||||
Nevirapine,1,120,0.008264462809917356
|
||||
Bimatoprost,1,121,0.00819672131147541
|
||||
Terazosin,1,122,0.008130081300813009
|
||||
Penicillamine,1,122,0.008130081300813009
|
||||
Cromoglicic acid,1,122,0.008130081300813009
|
||||
Hydrochlorothiazide,2,246,0.008097165991902834
|
||||
Ticagrelor,1,123,0.008064516129032258
|
||||
Pimecrolimus,1,124,0.008
|
||||
Pemetrexed,1,124,0.008
|
||||
Goserelin,2,249,0.008
|
||||
Glimepiride,1,126,0.007874015748031496
|
||||
Gefitinib,1,126,0.007874015748031496
|
||||
Sitagliptin,1,127,0.0078125
|
||||
Conjugated Estrogens,2,255,0.0078125
|
||||
Exemestane,1,128,0.007751937984496124
|
||||
Acebutolol,1,130,0.007633587786259542
|
||||
Nelfinavir,1,130,0.007633587786259542
|
||||
Stavudine,1,131,0.007575757575757576
|
||||
Betaxolol,2,263,0.007575757575757576
|
||||
Labetalol,1,133,0.007462686567164179
|
||||
Amitriptyline,1,134,0.007407407407407408
|
||||
Abacavir,1,136,0.0072992700729927005
|
||||
Cabazitaxel,1,137,0.007246376811594203
|
||||
Eprosartan,1,144,0.006896551724137931
|
||||
Ixabepilone,1,148,0.006711409395973154
|
||||
Nelarabine,1,150,0.006622516556291391
|
||||
Ipratropium bromide,1,153,0.006493506493506494
|
||||
Liotrix,1,153,0.006493506493506494
|
||||
Amlodipine,1,155,0.00641025641025641
|
||||
Nisoldipine,1,155,0.00641025641025641
|
||||
Mycophenolate mofetil,3,488,0.006134969325153374
|
||||
Valproic Acid,2,326,0.0061162079510703364
|
||||
Sunitinib,2,327,0.006097560975609756
|
||||
Clindamycin,1,163,0.006097560975609756
|
||||
Bromocriptine,1,163,0.006097560975609756
|
||||
Brimonidine,1,164,0.006060606060606061
|
||||
Fluticasone Propionate,1,166,0.005988023952095809
|
||||
Salmeterol,1,167,0.005952380952380952
|
||||
Quinidine,1,171,0.005813953488372093
|
||||
Quinine,1,171,0.005813953488372093
|
||||
Anastrozole,1,172,0.005780346820809248
|
||||
Letrozole,1,172,0.005780346820809248
|
||||
Daunorubicin,1,177,0.0056179775280898875
|
||||
Clofarabine,1,177,0.0056179775280898875
|
||||
Topiramate,3,535,0.005597014925373134
|
||||
Propofol,1,178,0.00558659217877095
|
||||
Pentostatin,1,179,0.005555555555555556
|
||||
Anagrelide,1,179,0.005555555555555556
|
||||
Estropipate,1,181,0.005494505494505495
|
||||
Metoprolol,1,181,0.005494505494505495
|
||||
Guanabenz,1,181,0.005494505494505495
|
||||
Dorzolamide,1,184,0.005405405405405406
|
||||
Galantamine,1,184,0.005405405405405406
|
||||
Nicotine,1,185,0.005376344086021506
|
||||
Travoprost,1,186,0.0053475935828877
|
||||
Zidovudine,1,186,0.0053475935828877
|
||||
Midazolam,1,188,0.005291005291005291
|
||||
Brinzolamide,1,192,0.0051813471502590676
|
||||
Levetiracetam,1,194,0.005128205128205128
|
||||
Mesalazine,2,394,0.005063291139240506
|
||||
Temsirolimus,1,199,0.005
|
||||
Thalidomide,2,400,0.004987531172069825
|
||||
Indomethacin,1,200,0.004975124378109453
|
||||
Bicalutamide,1,201,0.0049504950495049506
|
||||
Ibandronate,1,201,0.0049504950495049506
|
||||
Mycophenolic acid,2,405,0.0049261083743842365
|
||||
Hyoscyamine,1,208,0.004784688995215311
|
||||
Pilocarpine,1,212,0.004694835680751174
|
||||
Fosphenytoin,1,212,0.004694835680751174
|
||||
Quinidine barbiturate,1,221,0.0045045045045045045
|
||||
Vandetanib,1,222,0.004484304932735426
|
||||
Estradiol,2,445,0.004484304932735426
|
||||
Indinavir,1,223,0.004464285714285714
|
||||
Vigabatrin,1,226,0.004405286343612335
|
||||
Alitretinoin,2,453,0.004405286343612335
|
||||
Fenofibrate,1,228,0.004366812227074236
|
||||
Acamprosate,1,229,0.004347826086956522
|
||||
Chenodeoxycholic acid,1,230,0.004329004329004329
|
||||
Ursodeoxycholic acid,1,230,0.004329004329004329
|
||||
Pazopanib,1,231,0.004310344827586207
|
||||
Diazepam,1,235,0.00423728813559322
|
||||
Clomifene,1,236,0.004219409282700422
|
||||
Clopidogrel,1,238,0.0041841004184100415
|
||||
Indapamide,1,243,0.004098360655737705
|
||||
Diltiazem,1,243,0.004098360655737705
|
||||
Carvedilol,1,249,0.004
|
||||
Busulfan,1,254,0.00392156862745098
|
||||
Cetirizine,1,255,0.00390625
|
||||
Felbamate,1,255,0.00390625
|
||||
Allopurinol,1,255,0.00390625
|
||||
Doxazosin,1,256,0.0038910505836575876
|
||||
Efavirenz,1,257,0.003875968992248062
|
||||
Gabapentin,2,521,0.0038314176245210726
|
||||
Naltrexone,1,263,0.003787878787878788
|
||||
Fosinopril,1,264,0.0037735849056603774
|
||||
Gliclazide,1,267,0.0037313432835820895
|
||||
Imiquimod,1,268,0.0037174721189591076
|
||||
Zonisamide,1,269,0.003703703703703704
|
||||
Nifedipine,1,273,0.0036496350364963502
|
||||
Acitretin,1,284,0.0035087719298245615
|
||||
Delavirdine,1,287,0.003472222222222222
|
||||
Dasatinib,1,288,0.0034602076124567475
|
||||
Bexarotene,1,288,0.0034602076124567475
|
||||
Clonazepam,1,295,0.0033783783783783786
|
||||
Octreotide,1,295,0.0033783783783783786
|
||||
Varenicline,1,297,0.003355704697986577
|
||||
Phenytoin,1,300,0.0033222591362126247
|
||||
Esomeprazole,1,302,0.0033003300330033004
|
||||
Omeprazole,1,302,0.0033003300330033004
|
||||
Oxcarbazepine,1,304,0.003278688524590164
|
||||
Progesterone,1,315,0.0031645569620253164
|
||||
Carbamazepine,1,337,0.0029585798816568047
|
||||
Donepezil,1,348,0.0028653295128939827
|
||||
Ritonavir,1,349,0.002857142857142857
|
||||
Nilotinib,1,351,0.002840909090909091
|
||||
Imatinib,1,356,0.0028011204481792717
|
||||
Naproxen,1,358,0.002785515320334262
|
||||
Lamotrigine,1,367,0.002717391304347826
|
||||
Sibutramine,1,369,0.002702702702702703
|
||||
Saquinavir,1,384,0.0025974025974025974
|
||||
Medroxyprogesterone Acetate,1,403,0.0024752475247524753
|
||||
Riluzole,1,408,0.0024449877750611247
|
||||
Everolimus,1,417,0.0023923444976076554
|
||||
Memantine,1,443,0.0022522522522522522
|
||||
Tretinoin,1,453,0.0022026431718061676
|
||||
Isotretinoin,1,453,0.0022026431718061676
|
||||
Rivastigmine,1,468,0.0021321961620469083
|
||||
Lenalidomide,1,502,0.0019880715705765406
|
||||
Bupropion,1,520,0.0019193857965451055
|
||||
Tacrolimus,1,568,0.0017574692442882249
|
||||
Bortezomib,1,618,0.0016155088852988692
|
||||
Citalopram,1,823,0.0012135922330097086
|
||||
Pregabalin,1,839,0.0011904761904761906
|
||||
|
97
neo4j_csv/analysis_symptom_triangle.csv
Normal file
97
neo4j_csv/analysis_symptom_triangle.csv
Normal file
@@ -0,0 +1,97 @@
|
||||
symptom,num_diseases,num_treating_drugs,drugs_with_side_effects,impact_score
|
||||
Edema,49,216,204,10584
|
||||
Fever,39,175,164,6825
|
||||
Nausea,34,148,139,5032
|
||||
Anoxia,25,179,170,4475
|
||||
Neurologic Manifestations,28,84,79,2352
|
||||
Sleep Disorders,20,115,113,2300
|
||||
Paresthesia,26,87,83,2262
|
||||
Paralysis,28,74,70,2072
|
||||
Hoarseness,16,82,79,1312
|
||||
Muscular Atrophy,16,81,77,1296
|
||||
"Pain, Intractable",18,71,68,1278
|
||||
Pruritus,16,77,72,1232
|
||||
Confusion,16,76,75,1216
|
||||
Polyuria,12,101,96,1212
|
||||
Tetany,13,81,78,1053
|
||||
Down Syndrome,19,53,51,1007
|
||||
Oral Manifestations,15,62,57,930
|
||||
Colic,18,51,46,918
|
||||
Flushing,12,75,73,900
|
||||
Neck Pain,16,54,51,864
|
||||
Pelvic Pain,17,49,47,833
|
||||
Snoring,7,115,109,805
|
||||
Respiratory Sounds,11,67,66,737
|
||||
Oliguria,7,100,93,700
|
||||
Hemianopsia,11,60,59,660
|
||||
Vertigo,13,48,46,624
|
||||
Deafness,16,39,38,624
|
||||
"Purpura, Thrombotic Thrombocytopenic",7,84,81,588
|
||||
Weight Loss,9,62,60,558
|
||||
Hearing Loss,15,36,35,540
|
||||
Speech Disorders,16,29,29,464
|
||||
Hematemesis,16,29,28,464
|
||||
"Jaundice, Obstructive",14,30,29,420
|
||||
"Hearing Loss, Conductive",10,40,38,400
|
||||
Gastroparesis,8,47,46,376
|
||||
"Urinary Bladder, Overactive",6,59,58,354
|
||||
Color Vision Defects,9,39,39,351
|
||||
Cafe-au-Lait Spots,11,28,27,308
|
||||
Hot Flashes,5,58,55,290
|
||||
Decerebrate State,3,93,88,279
|
||||
Vitreous Hemorrhage,8,34,33,272
|
||||
Nocturia,3,89,83,267
|
||||
Apraxias,9,27,27,243
|
||||
"Diarrhea, Infantile",7,34,28,238
|
||||
Flank Pain,9,25,25,225
|
||||
Brain Death,9,24,24,216
|
||||
Mouth Breathing,5,43,42,215
|
||||
Pain Threshold,7,29,28,203
|
||||
Sarcopenia,5,39,38,195
|
||||
Dysuria,6,32,30,192
|
||||
"Hearing Loss, Central",6,32,31,192
|
||||
"Dyslexia, Acquired",7,27,27,189
|
||||
Hyphema,5,34,33,170
|
||||
Spinocerebellar Ataxias,6,26,26,156
|
||||
Kearns-Sayre Syndrome,5,30,30,150
|
||||
"Aphasia, Broca",5,27,27,135
|
||||
Photophobia,4,27,27,108
|
||||
Athetosis,3,36,36,108
|
||||
Acute Pain,3,28,27,84
|
||||
Toothache,5,16,16,80
|
||||
Ageusia,3,26,24,78
|
||||
Hyperacusis,4,19,18,76
|
||||
"Dyspnea, Paroxysmal",2,38,37,76
|
||||
Stupor,3,25,25,75
|
||||
"Urinary Incontinence, Urge",3,25,25,75
|
||||
Post-Exercise Hypotension,1,68,63,68
|
||||
Obesity Hypoventilation Syndrome,3,20,20,60
|
||||
Fasciculation,4,15,15,60
|
||||
Lesch-Nyhan Syndrome,6,10,10,60
|
||||
"Angina, Stable",2,28,27,56
|
||||
"Ophthalmoplegia, Chronic Progressive External",2,27,27,54
|
||||
Livedo Reticularis,4,13,13,52
|
||||
Hyperphagia,3,15,15,45
|
||||
Anomia,4,11,11,44
|
||||
Gerstmann Syndrome,3,13,13,39
|
||||
Insulin Coma,3,11,10,33
|
||||
Myalgia,1,29,28,29
|
||||
Ophthalmoplegic Migraine,2,14,14,28
|
||||
Muscle Hypertonia,2,11,11,22
|
||||
"Supranuclear Palsy, Progressive",4,5,5,20
|
||||
Schnitzler Syndrome,1,15,14,15
|
||||
Prader-Willi Syndrome,1,11,11,11
|
||||
Benign Paroxysmal Positional Vertigo,1,7,7,7
|
||||
Alice in Wonderland Syndrome,1,7,7,7
|
||||
Striae Distensae,1,2,2,2
|
||||
Fetal Weight,2,1,1,2
|
||||
Failed Back Surgery Syndrome,1,0,0,0
|
||||
Tics,2,0,0,0
|
||||
Labor Pain,1,0,0,0
|
||||
"Hypersomnolence, Idiopathic",1,0,0,0
|
||||
Systolic Murmurs,1,0,0,0
|
||||
Sleep Bruxism,1,0,0,0
|
||||
"Akathisia, Drug-Induced",7,0,0,0
|
||||
Cataplexy,1,0,0,0
|
||||
Nocturnal Myoclonus Syndrome,5,0,0,0
|
||||
Waterhouse-Friderichsen Syndrome,1,0,0,0
|
||||
|
2250198
neo4j_csv/edges_all.csv
Normal file
2250198
neo4j_csv/edges_all.csv
Normal file
File diff suppressed because it is too large
Load Diff
201
neo4j_csv/network_edges.csv
Normal file
201
neo4j_csv/network_edges.csv
Normal file
@@ -0,0 +1,201 @@
|
||||
source,target,type
|
||||
d_5,g_20,associates
|
||||
d_16,g_21,associates
|
||||
d_5,g_22,associates
|
||||
d_8,g_23,associates
|
||||
d_7,g_24,associates
|
||||
d_19,g_25,associates
|
||||
d_7,g_26,associates
|
||||
d_4,g_27,associates
|
||||
d_7,g_28,associates
|
||||
d_3,g_29,associates
|
||||
d_2,g_30,associates
|
||||
d_18,g_31,associates
|
||||
d_13,g_32,associates
|
||||
d_1,g_33,associates
|
||||
d_3,g_34,associates
|
||||
d_7,g_35,associates
|
||||
d_18,g_36,associates
|
||||
d_7,g_37,associates
|
||||
d_3,g_38,associates
|
||||
d_16,g_39,associates
|
||||
d_19,g_40,associates
|
||||
d_7,g_41,associates
|
||||
d_7,g_42,associates
|
||||
d_4,g_43,associates
|
||||
d_19,g_44,associates
|
||||
d_5,g_45,associates
|
||||
d_13,g_46,associates
|
||||
d_6,g_47,associates
|
||||
d_7,g_48,associates
|
||||
d_9,g_49,associates
|
||||
d_17,g_50,associates
|
||||
d_13,g_51,associates
|
||||
d_14,g_52,associates
|
||||
d_15,g_53,associates
|
||||
d_19,g_54,associates
|
||||
d_3,g_55,associates
|
||||
d_6,g_56,associates
|
||||
d_11,g_57,associates
|
||||
d_7,g_58,associates
|
||||
d_6,g_59,associates
|
||||
d_6,g_60,associates
|
||||
d_8,g_61,associates
|
||||
d_16,g_62,associates
|
||||
d_15,g_63,associates
|
||||
d_18,g_64,associates
|
||||
d_16,g_65,associates
|
||||
d_18,g_66,associates
|
||||
d_16,g_67,associates
|
||||
d_13,g_68,associates
|
||||
d_13,g_69,associates
|
||||
d_6,g_70,associates
|
||||
d_18,g_71,associates
|
||||
d_12,g_72,associates
|
||||
d_6,g_73,associates
|
||||
d_15,g_74,associates
|
||||
d_4,g_75,associates
|
||||
d_16,g_76,associates
|
||||
d_12,g_77,associates
|
||||
d_13,g_78,associates
|
||||
d_0,g_79,associates
|
||||
d_19,g_80,associates
|
||||
d_18,g_81,associates
|
||||
d_4,g_82,associates
|
||||
d_4,g_83,associates
|
||||
d_15,g_84,associates
|
||||
d_8,g_85,associates
|
||||
d_7,g_86,associates
|
||||
d_12,g_87,associates
|
||||
d_9,g_88,associates
|
||||
d_4,g_89,associates
|
||||
d_4,g_90,associates
|
||||
d_19,g_91,associates
|
||||
d_3,g_92,associates
|
||||
d_3,g_93,associates
|
||||
d_11,g_94,associates
|
||||
d_13,g_95,associates
|
||||
d_1,g_96,associates
|
||||
d_6,g_97,associates
|
||||
d_18,g_98,associates
|
||||
d_6,g_99,associates
|
||||
d_19,g_100,associates
|
||||
d_16,g_101,associates
|
||||
d_19,g_102,associates
|
||||
d_4,g_103,associates
|
||||
d_7,g_104,associates
|
||||
d_3,g_105,associates
|
||||
d_7,g_106,associates
|
||||
d_5,g_107,associates
|
||||
d_4,g_108,associates
|
||||
d_3,g_109,associates
|
||||
d_13,g_110,associates
|
||||
d_7,g_111,associates
|
||||
d_9,g_112,associates
|
||||
d_1,g_113,associates
|
||||
d_19,g_114,associates
|
||||
d_16,g_115,associates
|
||||
d_5,g_116,associates
|
||||
d_7,g_117,associates
|
||||
d_13,g_118,associates
|
||||
d_5,g_119,associates
|
||||
d_6,g_120,associates
|
||||
d_12,g_121,associates
|
||||
d_18,g_122,associates
|
||||
d_7,g_22,associates
|
||||
d_13,g_123,associates
|
||||
d_16,g_124,associates
|
||||
d_0,g_125,associates
|
||||
d_7,g_126,associates
|
||||
d_11,g_127,associates
|
||||
d_19,g_128,associates
|
||||
d_12,g_129,associates
|
||||
d_6,g_130,associates
|
||||
d_6,g_131,associates
|
||||
d_1,g_132,associates
|
||||
d_4,g_133,associates
|
||||
d_19,g_74,associates
|
||||
d_6,g_134,associates
|
||||
d_7,g_135,associates
|
||||
d_4,g_136,associates
|
||||
d_0,g_137,associates
|
||||
d_5,g_138,associates
|
||||
d_7,g_139,associates
|
||||
d_13,g_140,associates
|
||||
d_7,g_141,associates
|
||||
d_18,g_142,associates
|
||||
d_6,g_143,associates
|
||||
d_16,g_144,associates
|
||||
d_6,g_145,associates
|
||||
d_13,g_146,associates
|
||||
d_6,g_65,associates
|
||||
d_18,g_147,associates
|
||||
d_7,g_148,associates
|
||||
d_4,g_149,associates
|
||||
d_9,g_150,associates
|
||||
d_13,g_151,associates
|
||||
d_0,g_152,associates
|
||||
d_6,g_49,associates
|
||||
d_19,g_132,associates
|
||||
d_5,g_153,associates
|
||||
d_7,g_154,associates
|
||||
d_12,g_155,associates
|
||||
d_18,g_156,associates
|
||||
d_6,g_157,associates
|
||||
d_19,g_158,associates
|
||||
d_3,g_159,associates
|
||||
d_13,g_160,associates
|
||||
d_18,g_46,associates
|
||||
d_1,g_161,associates
|
||||
d_1,g_162,associates
|
||||
d_0,g_163,associates
|
||||
c_164,d_6,treats
|
||||
c_165,d_19,treats
|
||||
c_166,d_4,treats
|
||||
c_167,d_12,treats
|
||||
c_168,d_19,treats
|
||||
c_169,d_8,treats
|
||||
c_170,d_6,treats
|
||||
c_171,d_9,treats
|
||||
c_172,d_6,treats
|
||||
c_168,d_3,treats
|
||||
c_173,d_19,treats
|
||||
c_174,d_3,treats
|
||||
c_175,d_6,treats
|
||||
c_176,d_12,treats
|
||||
c_177,d_12,treats
|
||||
c_178,d_0,treats
|
||||
c_179,d_19,treats
|
||||
c_180,d_3,treats
|
||||
c_171,d_19,treats
|
||||
c_174,d_15,treats
|
||||
c_181,d_13,treats
|
||||
c_182,d_15,treats
|
||||
c_183,d_0,treats
|
||||
c_184,d_2,treats
|
||||
c_167,d_1,treats
|
||||
c_185,d_12,treats
|
||||
c_186,d_19,treats
|
||||
c_178,d_19,treats
|
||||
c_187,d_16,treats
|
||||
c_188,d_15,treats
|
||||
c_189,d_13,treats
|
||||
c_190,d_4,treats
|
||||
c_167,d_19,treats
|
||||
c_191,d_6,treats
|
||||
c_190,d_1,treats
|
||||
c_192,d_15,treats
|
||||
c_193,d_6,treats
|
||||
c_194,d_6,treats
|
||||
c_195,d_8,treats
|
||||
c_196,d_19,treats
|
||||
c_167,d_15,treats
|
||||
c_197,d_19,treats
|
||||
c_198,d_13,treats
|
||||
c_184,d_1,treats
|
||||
c_199,d_2,treats
|
||||
c_171,d_12,treats
|
||||
c_200,d_8,treats
|
||||
c_201,d_19,treats
|
||||
c_171,d_15,treats
|
||||
c_202,d_0,treats
|
||||
|
204
neo4j_csv/network_nodes.csv
Normal file
204
neo4j_csv/network_nodes.csv
Normal file
@@ -0,0 +1,204 @@
|
||||
id,label,type,original_id
|
||||
d_0,germ cell cancer,Disease,DOID:2994
|
||||
d_1,brain cancer,Disease,DOID:1319
|
||||
d_2,head and neck cancer,Disease,DOID:11934
|
||||
d_3,multiple sclerosis,Disease,DOID:2377
|
||||
d_4,malignant glioma,Disease,DOID:3070
|
||||
d_5,Parkinson's disease,Disease,DOID:14330
|
||||
d_6,epilepsy syndrome,Disease,DOID:1826
|
||||
d_7,anemia,Disease,DOID:2355
|
||||
d_8,migraine,Disease,DOID:6364
|
||||
d_9,bone cancer,Disease,DOID:184
|
||||
d_10,meningioma,Disease,DOID:3565
|
||||
d_11,endogenous depression,Disease,DOID:1595
|
||||
d_12,peripheral nervous system neoplasm,Disease,DOID:1192
|
||||
d_13,rheumatoid arthritis,Disease,DOID:7148
|
||||
d_14,intracranial aneurysm,Disease,DOID:10941
|
||||
d_15,sarcoma,Disease,DOID:1115
|
||||
d_16,Alzheimer's disease,Disease,DOID:10652
|
||||
d_17,pharynx cancer,Disease,DOID:0060119
|
||||
d_18,schizophrenia,Disease,DOID:5419
|
||||
d_19,lung cancer,Disease,DOID:1324
|
||||
g_20,HTR7,Gene,3363
|
||||
g_21,PPP2R4,Gene,5524
|
||||
g_22,MTHFR,Gene,4524
|
||||
g_23,PGR,Gene,5241
|
||||
g_24,CHEK1,Gene,1111
|
||||
g_25,QPCT,Gene,25797
|
||||
g_26,PRF1,Gene,5551
|
||||
g_27,NDRG1,Gene,10397
|
||||
g_28,IFNA2,Gene,3440
|
||||
g_29,CD40,Gene,958
|
||||
g_30,MMP8,Gene,4317
|
||||
g_31,CYP2D6,Gene,1565
|
||||
g_32,PRTN3,Gene,5657
|
||||
g_33,STRADA,Gene,92335
|
||||
g_34,SRM,Gene,6723
|
||||
g_35,NPPB,Gene,4879
|
||||
g_36,NRG1,Gene,3084
|
||||
g_37,CD4,Gene,920
|
||||
g_38,CD40LG,Gene,959
|
||||
g_39,APLP1,Gene,333
|
||||
g_40,DAPK1,Gene,1612
|
||||
g_41,CBL,Gene,867
|
||||
g_42,PIEZO1,Gene,9780
|
||||
g_43,BAD,Gene,572
|
||||
g_44,PYCARD,Gene,29108
|
||||
g_45,EDN1,Gene,1906
|
||||
g_46,DPP4,Gene,1803
|
||||
g_47,AGT,Gene,183
|
||||
g_48,FANCI,Gene,55215
|
||||
g_49,PTGS2,Gene,5743
|
||||
g_50,CD6,Gene,923
|
||||
g_51,BLK,Gene,640
|
||||
g_52,BOLL,Gene,66037
|
||||
g_53,C21orf33,Gene,8209
|
||||
g_54,SATB2,Gene,23314
|
||||
g_55,TLR4,Gene,7099
|
||||
g_56,STXBP1,Gene,6812
|
||||
g_57,TPH1,Gene,7166
|
||||
g_58,AMN,Gene,81693
|
||||
g_59,SRC,Gene,6714
|
||||
g_60,TRPV1,Gene,7442
|
||||
g_61,ATP1A3,Gene,478
|
||||
g_62,KLK6,Gene,5653
|
||||
g_63,MITF,Gene,4286
|
||||
g_64,GAD1,Gene,2571
|
||||
g_65,NTRK2,Gene,4915
|
||||
g_66,SLCO6A1,Gene,133482
|
||||
g_67,CST3,Gene,1471
|
||||
g_68,SLC22A4,Gene,6583
|
||||
g_69,IL4,Gene,3565
|
||||
g_70,SMUG1,Gene,23583
|
||||
g_71,CACNA1C,Gene,775
|
||||
g_72,CD55,Gene,1604
|
||||
g_73,PIGT,Gene,51604
|
||||
g_74,MMP2,Gene,4313
|
||||
g_75,FUBP1,Gene,8880
|
||||
g_76,APEH,Gene,327
|
||||
g_77,MET,Gene,4233
|
||||
g_78,AIRE,Gene,326
|
||||
g_79,KHDC3L,Gene,154288
|
||||
g_80,RIMS2,Gene,9699
|
||||
g_81,MOG,Gene,4340
|
||||
g_82,HIST1H3B,Gene,8358
|
||||
g_83,TES,Gene,26136
|
||||
g_84,EZR,Gene,7430
|
||||
g_85,CACNA1A,Gene,773
|
||||
g_86,UMPS,Gene,7372
|
||||
g_87,GNS,Gene,2799
|
||||
g_88,ERG,Gene,2078
|
||||
g_89,ERBB2,Gene,2064
|
||||
g_90,SOX2,Gene,6657
|
||||
g_91,COL4A2,Gene,1284
|
||||
g_92,TNF,Gene,7124
|
||||
g_93,PLP1,Gene,5354
|
||||
g_94,COMT,Gene,1312
|
||||
g_95,COG6,Gene,57511
|
||||
g_96,PCNA,Gene,5111
|
||||
g_97,ADAM9,Gene,8754
|
||||
g_98,GRAMD1B,Gene,57476
|
||||
g_99,MTOR,Gene,2475
|
||||
g_100,CYP2A6,Gene,1548
|
||||
g_101,GFAP,Gene,2670
|
||||
g_102,TF,Gene,7018
|
||||
g_103,IL2,Gene,3558
|
||||
g_104,RHD,Gene,6007
|
||||
g_105,CXCL10,Gene,3627
|
||||
g_106,ABCG4,Gene,64137
|
||||
g_107,VPS35,Gene,55737
|
||||
g_108,SEPT14,Gene,346288
|
||||
g_109,HLA-G,Gene,3135
|
||||
g_110,MPO,Gene,4353
|
||||
g_111,FANCC,Gene,2176
|
||||
g_112,KIT,Gene,3815
|
||||
g_113,SLITRK5,Gene,26050
|
||||
g_114,TOP1,Gene,7150
|
||||
g_115,BLMH,Gene,642
|
||||
g_116,RPL23A,Gene,6147
|
||||
g_117,FAN1,Gene,22909
|
||||
g_118,MIF,Gene,4282
|
||||
g_119,GIGYF2,Gene,26058
|
||||
g_120,CCR5,Gene,1234
|
||||
g_121,ADGRV1,Gene,84059
|
||||
g_122,TSNARE1,Gene,203062
|
||||
g_123,CD2,Gene,914
|
||||
g_124,TFAM,Gene,7019
|
||||
g_125,NR0B1,Gene,190
|
||||
g_126,TNFRSF1A,Gene,7132
|
||||
g_127,POMC,Gene,5443
|
||||
g_128,CSF3,Gene,1440
|
||||
g_129,ENO2,Gene,2026
|
||||
g_130,MMP9,Gene,4318
|
||||
g_131,IL6ST,Gene,3572
|
||||
g_132,VEGFA,Gene,7422
|
||||
g_133,CYP2B6,Gene,1555
|
||||
g_134,SLC23A3,Gene,151295
|
||||
g_135,DHODH,Gene,1723
|
||||
g_136,CAV2,Gene,858
|
||||
g_137,RARS,Gene,5917
|
||||
g_138,SNCG,Gene,6623
|
||||
g_139,HBA1,Gene,3039
|
||||
g_140,VDR,Gene,7421
|
||||
g_141,BCL11A,Gene,53335
|
||||
g_142,NOS1AP,Gene,9722
|
||||
g_143,CASP1,Gene,834
|
||||
g_144,AKT1,Gene,207
|
||||
g_145,SLC1A2,Gene,6506
|
||||
g_146,LHX2,Gene,9355
|
||||
g_147,PRKD1,Gene,5587
|
||||
g_148,SFXN1,Gene,94081
|
||||
g_149,KIAA1549,Gene,57670
|
||||
g_150,TNFRSF11A,Gene,8792
|
||||
g_151,PRKCQ,Gene,5588
|
||||
g_152,TG,Gene,7038
|
||||
g_153,DCTN1,Gene,1639
|
||||
g_154,CEACAM8,Gene,1088
|
||||
g_155,ATRX,Gene,546
|
||||
g_156,NR4A2,Gene,4929
|
||||
g_157,ST3GAL5,Gene,8869
|
||||
g_158,GRM8,Gene,2918
|
||||
g_159,TNFAIP3,Gene,7128
|
||||
g_160,SPRED2,Gene,200734
|
||||
g_161,BSG,Gene,682
|
||||
g_162,PMS2,Gene,5395
|
||||
g_163,HRAS,Gene,3265
|
||||
c_164,Lamotrigine,Compound,DB00555
|
||||
c_165,Erlotinib,Compound,DB00530
|
||||
c_166,Temozolomide,Compound,DB00853
|
||||
c_167,Etoposide,Compound,DB00773
|
||||
c_168,Methotrexate,Compound,DB00563
|
||||
c_169,Verapamil,Compound,DB00661
|
||||
c_170,Clonazepam,Compound,DB01068
|
||||
c_171,Doxorubicin,Compound,DB00997
|
||||
c_172,Fosphenytoin,Compound,DB01320
|
||||
c_173,Pemetrexed,Compound,DB00642
|
||||
c_174,Mitoxantrone,Compound,DB01204
|
||||
c_175,Levetiracetam,Compound,DB01202
|
||||
c_176,Alitretinoin,Compound,DB00523
|
||||
c_177,Isotretinoin,Compound,DB00982
|
||||
c_178,Cisplatin,Compound,DB00515
|
||||
c_179,Irinotecan,Compound,DB00762
|
||||
c_180,Fingolimod,Compound,DB08868
|
||||
c_181,Hydrocortisone,Compound,DB00741
|
||||
c_182,Vincristine,Compound,DB00541
|
||||
c_183,Bleomycin,Compound,DB00290
|
||||
c_184,Hydroxyurea,Compound,DB01005
|
||||
c_185,Tretinoin,Compound,DB00755
|
||||
c_186,Gemcitabine,Compound,DB00441
|
||||
c_187,Rivastigmine,Compound,DB00989
|
||||
c_188,Dactinomycin,Compound,DB00970
|
||||
c_189,Methylprednisolone,Compound,DB00959
|
||||
c_190,Carmustine,Compound,DB00262
|
||||
c_191,Topiramate,Compound,DB00273
|
||||
c_192,Thiotepa,Compound,DB04572
|
||||
c_193,Felbamate,Compound,DB00949
|
||||
c_194,Valproic Acid,Compound,DB00313
|
||||
c_195,Timolol,Compound,DB00373
|
||||
c_196,Paclitaxel,Compound,DB01229
|
||||
c_197,Crizotinib,Compound,DB08865
|
||||
c_198,Triamcinolone,Compound,DB00620
|
||||
c_199,Vinblastine,Compound,DB00570
|
||||
c_200,Propranolol,Compound,DB00571
|
||||
c_201,Docetaxel,Compound,DB01248
|
||||
c_202,Ifosfamide,Compound,DB01181
|
||||
|
403
neo4j_csv/nodes_Anatomy.csv
Normal file
403
neo4j_csv/nodes_Anatomy.csv
Normal file
@@ -0,0 +1,403 @@
|
||||
id,name,source,license,url,description,chromosome,inchikey,inchi,mesh_id,bto_id,class_type
|
||||
UBERON:0001533,subclavian artery,Uberon,CC BY 3.0,http://purl.obolibrary.org/obo/UBERON_0001533,,,,,D013348,,
|
||||
UBERON:0000020,sense organ,Uberon,CC BY 3.0,http://purl.obolibrary.org/obo/UBERON_0000020,,,,,D012679,BTO:0000202,
|
||||
UBERON:0001690,ear,Uberon,CC BY 3.0,http://purl.obolibrary.org/obo/UBERON_0001690,,,,,D004423,BTO:0000368,
|
||||
UBERON:0002371,bone marrow,Uberon,CC BY 3.0,http://purl.obolibrary.org/obo/UBERON_0002371,,,,,D001853,BTO:0000141,
|
||||
UBERON:0001890,forebrain,Uberon,CC BY 3.0,http://purl.obolibrary.org/obo/UBERON_0001890,,,,,D016548,BTO:0000478,
|
||||
UBERON:0001587,subclavian vein,Uberon,CC BY 3.0,http://purl.obolibrary.org/obo/UBERON_0001587,,,,,D013350,,
|
||||
UBERON:0002606,neuropil,Uberon,CC BY 3.0,http://purl.obolibrary.org/obo/UBERON_0002606,,,,,D019581,,
|
||||
UBERON:0001980,arteriole,Uberon,CC BY 3.0,http://purl.obolibrary.org/obo/UBERON_0001980,,,,,D001160,BTO:0001997,
|
||||
UBERON:0001437,epiphysis,Uberon,CC BY 3.0,http://purl.obolibrary.org/obo/UBERON_0001437,,,,,D004838,BTO:0000413,
|
||||
UBERON:0001736,submandibular gland,Uberon,CC BY 3.0,http://purl.obolibrary.org/obo/UBERON_0001736,,,,,D013363,BTO:0001316,
|
||||
UBERON:0001494,ulnar nerve,Uberon,CC BY 3.0,http://purl.obolibrary.org/obo/UBERON_0001494,,,,,D014459,,
|
||||
UBERON:0001908,optic tract,Uberon,CC BY 3.0,http://purl.obolibrary.org/obo/UBERON_0001908,,,,,D014795,,
|
||||
UBERON:0001007,digestive system,Uberon,CC BY 3.0,http://purl.obolibrary.org/obo/UBERON_0001007,,,,,D004064,BTO:0000058,
|
||||
UBERON:0001837,duct of salivary gland,Uberon,CC BY 3.0,http://purl.obolibrary.org/obo/UBERON_0001837,,,,,D018987,BTO:0005115,
|
||||
UBERON:0001866,sebum,Uberon,CC BY 3.0,http://purl.obolibrary.org/obo/UBERON_0001866,,,,,D012629,BTO:0001981,
|
||||
UBERON:0000991,gonad,Uberon,CC BY 3.0,http://purl.obolibrary.org/obo/UBERON_0000991,,,,,D006066,BTO:0000534,
|
||||
UBERON:0001111,intercostal muscle,Uberon,CC BY 3.0,http://purl.obolibrary.org/obo/UBERON_0001111,,,,,D007366,BTO:0005281,
|
||||
UBERON:0002450,decidua,Uberon,CC BY 3.0,http://purl.obolibrary.org/obo/UBERON_0002450,,,,,D003656,BTO:0001360,
|
||||
UBERON:0001760,frontal sinus,Uberon,CC BY 3.0,http://purl.obolibrary.org/obo/UBERON_0001760,,,,,D005626,,
|
||||
UBERON:0001352,external acoustic meatus,Uberon,CC BY 3.0,http://purl.obolibrary.org/obo/UBERON_0001352,,,,,D004424,,
|
||||
UBERON:0002390,hematopoietic system,Uberon,CC BY 3.0,http://purl.obolibrary.org/obo/UBERON_0002390,,,,,D006413,BTO:0000570,
|
||||
UBERON:0002398,manus,Uberon,CC BY 3.0,http://purl.obolibrary.org/obo/UBERON_0002398,,,,,D006225,BTO:0004668,
|
||||
UBERON:0000946,cardial valve,Uberon,CC BY 3.0,http://purl.obolibrary.org/obo/UBERON_0000946,,,,,D006351,BTO:0000564,
|
||||
UBERON:0001705,nail,Uberon,CC BY 3.0,http://purl.obolibrary.org/obo/UBERON_0001705,,,,,D009262,BTO:0001719,
|
||||
UBERON:0000002,uterine cervix,Uberon,CC BY 3.0,http://purl.obolibrary.org/obo/UBERON_0000002,,,,,D002584,BTO:0001421,
|
||||
UBERON:0000974,neck,Uberon,CC BY 3.0,http://purl.obolibrary.org/obo/UBERON_0000974,,,,,D009333,BTO:0000420,
|
||||
UBERON:0001627,middle cerebral artery,Uberon,CC BY 3.0,http://purl.obolibrary.org/obo/UBERON_0001627,,,,,D020768,BTO:0005206,
|
||||
UBERON:0002110,gall bladder,Uberon,CC BY 3.0,http://purl.obolibrary.org/obo/UBERON_0002110,,,,,D005704,BTO:0000493,
|
||||
UBERON:0001647,facial nerve,Uberon,CC BY 3.0,http://purl.obolibrary.org/obo/UBERON_0001647,,,,,D005154,,
|
||||
UBERON:0001737,larynx,Uberon,CC BY 3.0,http://purl.obolibrary.org/obo/UBERON_0001737,,,,,D007830,BTO:0001208,
|
||||
UBERON:0000966,retina,Uberon,CC BY 3.0,http://purl.obolibrary.org/obo/UBERON_0000966,,,,,D012160,BTO:0001175,
|
||||
UBERON:0000989,penis,Uberon,CC BY 3.0,http://purl.obolibrary.org/obo/UBERON_0000989,,,,,D010413,BTO:0000405,
|
||||
UBERON:0000474,female reproductive system,Uberon,CC BY 3.0,http://purl.obolibrary.org/obo/UBERON_0000474,,,,,D005836,BTO:0000083,
|
||||
UBERON:0001981,blood vessel,Uberon,CC BY 3.0,http://purl.obolibrary.org/obo/UBERON_0001981,,,,,D001808,BTO:0001102,
|
||||
UBERON:0001887,internal capsule of telencephalon,Uberon,CC BY 3.0,http://purl.obolibrary.org/obo/UBERON_0001887,,,,,D020772,,
|
||||
UBERON:0000964,cornea,Uberon,CC BY 3.0,http://purl.obolibrary.org/obo/UBERON_0000964,,,,,D003315,BTO:0000286,
|
||||
UBERON:0001989,superior cervical ganglion,Uberon,CC BY 3.0,http://purl.obolibrary.org/obo/UBERON_0001989,,,,,D017783,BTO:0001325,
|
||||
UBERON:0002422,fourth ventricle,Uberon,CC BY 3.0,http://purl.obolibrary.org/obo/UBERON_0002422,,,,,D020546,BTO:0003426,
|
||||
UBERON:0002048,lung,Uberon,CC BY 3.0,http://purl.obolibrary.org/obo/UBERON_0002048,,,,,D008168,BTO:0000763,
|
||||
UBERON:0000004,nose,Uberon,CC BY 3.0,http://purl.obolibrary.org/obo/UBERON_0000004,,,,,D009666,BTO:0000840,
|
||||
UBERON:0001323,tibial nerve,Uberon,CC BY 3.0,http://purl.obolibrary.org/obo/UBERON_0001323,,,,,D013979,,
|
||||
UBERON:0001237,paraaortic body,Uberon,CC BY 3.0,http://purl.obolibrary.org/obo/UBERON_0001237,,,,,D010220,,
|
||||
UBERON:0002303,juxtaglomerular apparatus,Uberon,CC BY 3.0,http://purl.obolibrary.org/obo/UBERON_0002303,,,,,D007606,,
|
||||
UBERON:0002523,tunica intima,Uberon,CC BY 3.0,http://purl.obolibrary.org/obo/UBERON_0002523,,,,,D017539,BTO:0002012,
|
||||
UBERON:0001228,renal papilla,Uberon,CC BY 3.0,http://purl.obolibrary.org/obo/UBERON_0001228,,,,,D007679,BTO:0003925,
|
||||
UBERON:0002515,periosteum,Uberon,CC BY 3.0,http://purl.obolibrary.org/obo/UBERON_0002515,,,,,D010521,BTO:0001022,
|
||||
UBERON:0001884,phrenic nerve,Uberon,CC BY 3.0,http://purl.obolibrary.org/obo/UBERON_0001884,,,,,D010791,BTO:0001063,
|
||||
UBERON:0002185,bronchus,Uberon,CC BY 3.0,http://purl.obolibrary.org/obo/UBERON_0002185,,,,,D001980,BTO:0001340,
|
||||
UBERON:0002250,popliteal artery,Uberon,CC BY 3.0,http://purl.obolibrary.org/obo/UBERON_0002250,,,,,D011150,,
|
||||
UBERON:0002060,femoral artery,Uberon,CC BY 3.0,http://purl.obolibrary.org/obo/UBERON_0002060,,,,,D005263,BTO:0001624,
|
||||
UBERON:0002397,maxilla,Uberon,CC BY 3.0,http://purl.obolibrary.org/obo/UBERON_0002397,,,,,D008437,,
|
||||
UBERON:0001300,scrotum,Uberon,CC BY 3.0,http://purl.obolibrary.org/obo/UBERON_0001300,,,,,D012611,BTO:0003098,
|
||||
UBERON:0001460,arm,Uberon,CC BY 3.0,http://purl.obolibrary.org/obo/UBERON_0001460,,,,,D001132,BTO:0001435,
|
||||
UBERON:0002018,synovial membrane of synovial joint,Uberon,CC BY 3.0,http://purl.obolibrary.org/obo/UBERON_0002018,,,,,D013583,BTO:0001823,
|
||||
UBERON:0002439,myenteric nerve plexus,Uberon,CC BY 3.0,http://purl.obolibrary.org/obo/UBERON_0002439,,,,,D009197,BTO:0002436,
|
||||
UBERON:0000992,female gonad,Uberon,CC BY 3.0,http://purl.obolibrary.org/obo/UBERON_0000992,,,,,D010053,BTO:0000975,
|
||||
UBERON:0000473,testis,Uberon,CC BY 3.0,http://purl.obolibrary.org/obo/UBERON_0000473,,,,,D013737,BTO:0001363,
|
||||
UBERON:0001716,secondary palate,Uberon,CC BY 3.0,http://purl.obolibrary.org/obo/UBERON_0001716,,,,,D010159,BTO:0001779,
|
||||
UBERON:0002294,biliary system,Uberon,CC BY 3.0,http://purl.obolibrary.org/obo/UBERON_0002294,,,,,D001659,,
|
||||
UBERON:0002129,cerebellar cortex,Uberon,CC BY 3.0,http://purl.obolibrary.org/obo/UBERON_0002129,,,,,D002525,BTO:0000043,
|
||||
UBERON:0001011,hemolymph,Uberon,CC BY 3.0,http://purl.obolibrary.org/obo/UBERON_0001011,,,,,D006458,BTO:0000572,
|
||||
UBERON:0002360,meninx,Uberon,CC BY 3.0,http://purl.obolibrary.org/obo/UBERON_0002360,,,,,D008578,BTO:0000144,
|
||||
UBERON:0001105,clavicle bone,Uberon,CC BY 3.0,http://purl.obolibrary.org/obo/UBERON_0001105,,,,,D002968,,
|
||||
UBERON:0001620,central retinal artery,Uberon,CC BY 3.0,http://purl.obolibrary.org/obo/UBERON_0001620,,,,,D012161,,
|
||||
UBERON:0001702,eyelash,Uberon,CC BY 3.0,http://purl.obolibrary.org/obo/UBERON_0001702,,,,,D005140,,
|
||||
UBERON:0002521,elastic tissue,Uberon,CC BY 3.0,http://purl.obolibrary.org/obo/UBERON_0002521,,,,,D004547,,
|
||||
UBERON:0003129,skull,Uberon,CC BY 3.0,http://purl.obolibrary.org/obo/UBERON_0003129,,,,,D012886,BTO:0001295,
|
||||
UBERON:0002282,stria vascularis of cochlear duct,Uberon,CC BY 3.0,http://purl.obolibrary.org/obo/UBERON_0002282,,,,,D013316,BTO:0001819,
|
||||
UBERON:0001649,glossopharyngeal nerve,Uberon,CC BY 3.0,http://purl.obolibrary.org/obo/UBERON_0001649,,,,,D005930,BTO:0004979,
|
||||
UBERON:0002516,epiphyseal plate,Uberon,CC BY 3.0,http://purl.obolibrary.org/obo/UBERON_0002516,,,,,D006132,BTO:0000412,
|
||||
UBERON:0002441,cervicothoracic ganglion,Uberon,CC BY 3.0,http://purl.obolibrary.org/obo/UBERON_0002441,,,,,D013233,BTO:0001815,
|
||||
UBERON:0000982,skeletal joint,Uberon,CC BY 3.0,http://purl.obolibrary.org/obo/UBERON_0000982,,,,,D007596,BTO:0001686,
|
||||
UBERON:0001815,lumbosacral nerve plexus,Uberon,CC BY 3.0,http://purl.obolibrary.org/obo/UBERON_0001815,,,,,D008160,,
|
||||
UBERON:0002394,bile duct,Uberon,CC BY 3.0,http://purl.obolibrary.org/obo/UBERON_0002394,,,,,D001652,BTO:0000122,
|
||||
UBERON:0001003,skin epidermis,Uberon,CC BY 3.0,http://purl.obolibrary.org/obo/UBERON_0001003,,,,,D004817,BTO:0000404,
|
||||
UBERON:0002286,third ventricle,Uberon,CC BY 3.0,http://purl.obolibrary.org/obo/UBERON_0002286,,,,,D020542,,
|
||||
UBERON:0001685,hyoid bone,Uberon,CC BY 3.0,http://purl.obolibrary.org/obo/UBERON_0001685,,,,,D006928,,
|
||||
UBERON:0002066,umbilical vein,Uberon,CC BY 3.0,http://purl.obolibrary.org/obo/UBERON_0002066,,,,,D014471,BTO:0001509,
|
||||
UBERON:0000988,pons,Uberon,CC BY 3.0,http://purl.obolibrary.org/obo/UBERON_0000988,,,,,D011149,BTO:0001101,
|
||||
UBERON:0004727,cochlear nerve,Uberon,CC BY 3.0,http://purl.obolibrary.org/obo/UBERON_0004727,,,,,D003056,BTO:0003490,
|
||||
UBERON:0002082,cardiac ventricle,Uberon,CC BY 3.0,http://purl.obolibrary.org/obo/UBERON_0002082,,,,,D006352,BTO:0000862,
|
||||
UBERON:0002367,prostate gland,Uberon,CC BY 3.0,http://purl.obolibrary.org/obo/UBERON_0002367,,,,,D011467,BTO:0001129,
|
||||
UBERON:0001486,hip joint,Uberon,CC BY 3.0,http://purl.obolibrary.org/obo/UBERON_0001486,,,,,D006621,BTO:0001502,
|
||||
UBERON:0002148,locus ceruleus,Uberon,CC BY 3.0,http://purl.obolibrary.org/obo/UBERON_0002148,,,,,D008125,BTO:0001408,
|
||||
UBERON:0001267,femoral nerve,Uberon,CC BY 3.0,http://purl.obolibrary.org/obo/UBERON_0001267,,,,,D005267,,
|
||||
UBERON:0001529,brachiocephalic artery,Uberon,CC BY 3.0,http://purl.obolibrary.org/obo/UBERON_0001529,,,,,D016122,,
|
||||
UBERON:0000211,ligament,Uberon,CC BY 3.0,http://purl.obolibrary.org/obo/UBERON_0000211,,,,,D008022,,
|
||||
UBERON:0002466,intestine secretion,Uberon,CC BY 3.0,http://purl.obolibrary.org/obo/UBERON_0002466,,,,,D007419,BTO:0000644,
|
||||
UBERON:0002944,spinothalamic tract of medulla,Uberon,CC BY 3.0,http://purl.obolibrary.org/obo/UBERON_0002944,,,,,D013133,,
|
||||
UBERON:0000033,head,Uberon,CC BY 3.0,http://purl.obolibrary.org/obo/UBERON_0000033,,,,,D006257,BTO:0000282,
|
||||
UBERON:0000165,mouth,Uberon,CC BY 3.0,http://purl.obolibrary.org/obo/UBERON_0000165,,,,,D009055,BTO:0001090,
|
||||
UBERON:0002019,accessory XI nerve,Uberon,CC BY 3.0,http://purl.obolibrary.org/obo/UBERON_0002019,,,,,D000055,,
|
||||
UBERON:0001485,knee joint,Uberon,CC BY 3.0,http://purl.obolibrary.org/obo/UBERON_0001485,,,,,D007719,,
|
||||
UBERON:0002102,forelimb,Uberon,CC BY 3.0,http://purl.obolibrary.org/obo/UBERON_0002102,,,,,D005552,BTO:0001729,
|
||||
UBERON:0002349,myocardium,Uberon,CC BY 3.0,http://purl.obolibrary.org/obo/UBERON_0002349,,,,,D009206,BTO:0000901,
|
||||
UBERON:0001594,azygos vein,Uberon,CC BY 3.0,http://purl.obolibrary.org/obo/UBERON_0001594,,,,,D001401,,
|
||||
UBERON:0001821,sebaceous gland,Uberon,CC BY 3.0,http://purl.obolibrary.org/obo/UBERON_0001821,,,,,D012627,BTO:0001980,
|
||||
UBERON:0002494,papillary muscle of heart,Uberon,CC BY 3.0,http://purl.obolibrary.org/obo/UBERON_0002494,,,,,D010210,,
|
||||
UBERON:0002046,thyroid gland,Uberon,CC BY 3.0,http://purl.obolibrary.org/obo/UBERON_0002046,,,,,D013961,BTO:0001379,
|
||||
UBERON:0001456,face,Uberon,CC BY 3.0,http://purl.obolibrary.org/obo/UBERON_0001456,,,,,D005145,BTO:0003369,
|
||||
UBERON:0002055,zona reticularis of adrenal gland,Uberon,CC BY 3.0,http://purl.obolibrary.org/obo/UBERON_0002055,,,,,D015385,,
|
||||
UBERON:0000029,lymph node,Uberon,CC BY 3.0,http://purl.obolibrary.org/obo/UBERON_0000029,,,,,D008198,BTO:0000784,
|
||||
UBERON:0002016,pulmonary vein,Uberon,CC BY 3.0,http://purl.obolibrary.org/obo/UBERON_0002016,,,,,D011667,BTO:0001799,
|
||||
UBERON:0002517,basicranium,Uberon,CC BY 3.0,http://purl.obolibrary.org/obo/UBERON_0002517,,,,,D019291,,
|
||||
UBERON:0001348,brown adipose tissue,Uberon,CC BY 3.0,http://purl.obolibrary.org/obo/UBERON_0001348,,,,,D002001,BTO:0000156,
|
||||
UBERON:0002356,perineum,Uberon,CC BY 3.0,http://purl.obolibrary.org/obo/UBERON_0002356,,,,,D010502,,
|
||||
UBERON:0002502,round window of inner ear,Uberon,CC BY 3.0,http://purl.obolibrary.org/obo/UBERON_0002502,,,,,D012405,,
|
||||
UBERON:0002386,forelimb zeugopod,Uberon,CC BY 3.0,http://purl.obolibrary.org/obo/UBERON_0002386,,,,,D005542,BTO:0001447,
|
||||
UBERON:0002925,trigeminal nucleus,Uberon,CC BY 3.0,http://purl.obolibrary.org/obo/UBERON_0002925,,,,,D014278,BTO:0001074,
|
||||
UBERON:0001175,common hepatic duct,Uberon,CC BY 3.0,http://purl.obolibrary.org/obo/UBERON_0001175,,,,,D006500,,
|
||||
UBERON:0002162,area postrema,Uberon,CC BY 3.0,http://purl.obolibrary.org/obo/UBERON_0002162,,,,,D031608,BTO:0003425,
|
||||
UBERON:0001733,soft palate,Uberon,CC BY 3.0,http://purl.obolibrary.org/obo/UBERON_0001733,,,,,D010160,,
|
||||
UBERON:0001673,central retinal vein,Uberon,CC BY 3.0,http://purl.obolibrary.org/obo/UBERON_0001673,,,,,D012169,,
|
||||
UBERON:0001846,internal ear,Uberon,CC BY 3.0,http://purl.obolibrary.org/obo/UBERON_0001846,,,,,D007758,BTO:0000630,
|
||||
UBERON:0001183,inferior mesenteric artery,Uberon,CC BY 3.0,http://purl.obolibrary.org/obo/UBERON_0001183,,,,,D017537,BTO:0002302,
|
||||
UBERON:0002099,cardiac septum,Uberon,CC BY 3.0,http://purl.obolibrary.org/obo/UBERON_0002099,,,,,D006346,,
|
||||
UBERON:0001644,trochlear nerve,Uberon,CC BY 3.0,http://purl.obolibrary.org/obo/UBERON_0001644,,,,,D014321,,
|
||||
UBERON:0001700,geniculate ganglion,Uberon,CC BY 3.0,http://purl.obolibrary.org/obo/UBERON_0001700,,,,,D005830,,
|
||||
UBERON:0001140,renal vein,Uberon,CC BY 3.0,http://purl.obolibrary.org/obo/UBERON_0001140,,,,,D012082,BTO:0002681,
|
||||
UBERON:0001768,uvea,Uberon,CC BY 3.0,http://purl.obolibrary.org/obo/UBERON_0001768,,,,,D014602,,
|
||||
UBERON:0001295,endometrium,Uberon,CC BY 3.0,http://purl.obolibrary.org/obo/UBERON_0001295,,,,,D004717,BTO:0001422,
|
||||
UBERON:0002107,liver,Uberon,CC BY 3.0,http://purl.obolibrary.org/obo/UBERON_0002107,,,,,D008099,BTO:0000759,
|
||||
UBERON:0001772,corneal epithelium,Uberon,CC BY 3.0,http://purl.obolibrary.org/obo/UBERON_0001772,,,,,D019573,BTO:0000287,
|
||||
UBERON:0001283,bile canaliculus,Uberon,CC BY 3.0,http://purl.obolibrary.org/obo/UBERON_0001283,,,,,D001648,BTO:0002841,
|
||||
UBERON:0002405,immune system,Uberon,CC BY 3.0,http://purl.obolibrary.org/obo/UBERON_0002405,,,,,D007107,,
|
||||
UBERON:0000056,ureter,Uberon,CC BY 3.0,http://purl.obolibrary.org/obo/UBERON_0000056,,,,,D014513,BTO:0001409,
|
||||
UBERON:0002137,aortic valve,Uberon,CC BY 3.0,http://purl.obolibrary.org/obo/UBERON_0002137,,,,,D001021,BTO:0004628,
|
||||
UBERON:0001844,cochlea,Uberon,CC BY 3.0,http://purl.obolibrary.org/obo/UBERON_0001844,,,,,D003051,BTO:0000267,
|
||||
UBERON:0001184,renal artery,Uberon,CC BY 3.0,http://purl.obolibrary.org/obo/UBERON_0001184,,,,,D012077,BTO:0001165,
|
||||
UBERON:0002673,vestibular nuclear complex,Uberon,CC BY 3.0,http://purl.obolibrary.org/obo/UBERON_0002673,,,,,D014726,BTO:0004368,
|
||||
UBERON:0001969,blood plasma,Uberon,CC BY 3.0,http://purl.obolibrary.org/obo/UBERON_0001969,,,,,D010949,BTO:0000131,
|
||||
UBERON:0001585,anterior vena cava,Uberon,CC BY 3.0,http://purl.obolibrary.org/obo/UBERON_0001585,,,,,D014683,BTO:0002683,
|
||||
UBERON:0002392,nasolacrimal duct,Uberon,CC BY 3.0,http://purl.obolibrary.org/obo/UBERON_0002392,,,,,D009301,,
|
||||
UBERON:0001064,ventral pancreatic duct,Uberon,CC BY 3.0,http://purl.obolibrary.org/obo/UBERON_0001064,,,,,D010183,BTO:0002362,
|
||||
UBERON:0002413,cervical vertebra,Uberon,CC BY 3.0,http://purl.obolibrary.org/obo/UBERON_0002413,,,,,D002574,,
|
||||
UBERON:0002501,oval window,Uberon,CC BY 3.0,http://purl.obolibrary.org/obo/UBERON_0002501,,,,,D010046,,
|
||||
UBERON:0001707,nasal cavity,Uberon,CC BY 3.0,http://purl.obolibrary.org/obo/UBERON_0001707,,,,,D009296,BTO:0002096,
|
||||
UBERON:0000995,uterus,Uberon,CC BY 3.0,http://purl.obolibrary.org/obo/UBERON_0000995,,,,,D014599,BTO:0001424,
|
||||
UBERON:0002134,tricuspid valve,Uberon,CC BY 3.0,http://purl.obolibrary.org/obo/UBERON_0002134,,,,,D014261,,
|
||||
UBERON:0004769,diaphysis,Uberon,CC BY 3.0,http://purl.obolibrary.org/obo/UBERON_0004769,,,,,D018483,,
|
||||
UBERON:0002299,alveolus of lung,Uberon,CC BY 3.0,http://purl.obolibrary.org/obo/UBERON_0002299,,,,,D011650,BTO:0000060,
|
||||
UBERON:0001773,sclera,Uberon,CC BY 3.0,http://purl.obolibrary.org/obo/UBERON_0001773,,,,,D012590,BTO:0001606,
|
||||
UBERON:0001677,sphenoid bone,Uberon,CC BY 3.0,http://purl.obolibrary.org/obo/UBERON_0001677,,,,,D013100,,
|
||||
UBERON:0002354,purkinje fiber,Uberon,CC BY 3.0,http://purl.obolibrary.org/obo/UBERON_0002354,,,,,D011690,BTO:0001735,
|
||||
UBERON:0001598,temporalis muscle,Uberon,CC BY 3.0,http://purl.obolibrary.org/obo/UBERON_0001598,,,,,D013703,,
|
||||
UBERON:0001771,pupil,Uberon,CC BY 3.0,http://purl.obolibrary.org/obo/UBERON_0001771,,,,,D011680,,
|
||||
UBERON:0002103,hindlimb,Uberon,CC BY 3.0,http://purl.obolibrary.org/obo/UBERON_0002103,,,,,D006614,BTO:0002345,
|
||||
UBERON:0001296,myometrium,Uberon,CC BY 3.0,http://purl.obolibrary.org/obo/UBERON_0001296,,,,,D009215,BTO:0000907,
|
||||
UBERON:0001530,common carotid artery plus branches,Uberon,CC BY 3.0,http://purl.obolibrary.org/obo/UBERON_0001530,,,,,D017536,,
|
||||
UBERON:0002226,basilar membrane of cochlea,Uberon,CC BY 3.0,http://purl.obolibrary.org/obo/UBERON_0002226,,,,,D001489,,
|
||||
UBERON:0001532,internal carotid artery,Uberon,CC BY 3.0,http://purl.obolibrary.org/obo/UBERON_0001532,,,,,D002343,BTO:0004697,
|
||||
UBERON:0001132,parathyroid gland,Uberon,CC BY 3.0,http://purl.obolibrary.org/obo/UBERON_0001132,,,,,D010280,BTO:0000997,
|
||||
UBERON:0001365,sacro-iliac joint,Uberon,CC BY 3.0,http://purl.obolibrary.org/obo/UBERON_0001365,,,,,D012446,,
|
||||
UBERON:0002387,pes,Uberon,CC BY 3.0,http://purl.obolibrary.org/obo/UBERON_0002387,,,,,D005528,BTO:0000476,
|
||||
UBERON:0002410,autonomic nervous system,Uberon,CC BY 3.0,http://purl.obolibrary.org/obo/UBERON_0002410,,,,,D001341,BTO:0002507,
|
||||
UBERON:0001624,anterior cerebral artery,Uberon,CC BY 3.0,http://purl.obolibrary.org/obo/UBERON_0001624,,,,,D020771,,
|
||||
UBERON:0001000,vas deferens,Uberon,CC BY 3.0,http://purl.obolibrary.org/obo/UBERON_0001000,,,,,D014649,BTO:0001427,
|
||||
UBERON:0001037,strand of hair,Uberon,CC BY 3.0,http://purl.obolibrary.org/obo/UBERON_0001037,,,,,D006197,BTO:0001501,
|
||||
UBERON:0001896,medulla oblongata,Uberon,CC BY 3.0,http://purl.obolibrary.org/obo/UBERON_0001896,,,,,D008526,BTO:0000041,
|
||||
UBERON:0001679,ethmoid bone,Uberon,CC BY 3.0,http://purl.obolibrary.org/obo/UBERON_0001679,,,,,D005004,BTO:0004140,
|
||||
UBERON:0001968,semen,Uberon,CC BY 3.0,http://purl.obolibrary.org/obo/UBERON_0001968,,,,,D012661,BTO:0001230,
|
||||
UBERON:0001322,sciatic nerve,Uberon,CC BY 3.0,http://purl.obolibrary.org/obo/UBERON_0001322,,,,,D012584,BTO:0001221,
|
||||
UBERON:0001750,lacrimal apparatus,Uberon,CC BY 3.0,http://purl.obolibrary.org/obo/UBERON_0001750,,,,,D007765,,
|
||||
UBERON:0001832,sublingual gland,Uberon,CC BY 3.0,http://purl.obolibrary.org/obo/UBERON_0001832,,,,,D013361,BTO:0001315,
|
||||
UBERON:0001288,loop of Henle,Uberon,CC BY 3.0,http://purl.obolibrary.org/obo/UBERON_0001288,,,,,D008138,BTO:0004608,
|
||||
UBERON:0004535,cardiovascular system,Uberon,CC BY 3.0,http://purl.obolibrary.org/obo/UBERON_0004535,,,,,D002319,BTO:0000088,
|
||||
UBERON:0002368,endocrine gland,Uberon,CC BY 3.0,http://purl.obolibrary.org/obo/UBERON_0002368,,,,,D004702,BTO:0001488,
|
||||
UBERON:0001492,radial nerve,Uberon,CC BY 3.0,http://purl.obolibrary.org/obo/UBERON_0001492,,,,,D011826,,
|
||||
UBERON:0000013,sympathetic nervous system,Uberon,CC BY 3.0,http://purl.obolibrary.org/obo/UBERON_0000013,,,,,D013564,BTO:0001832,
|
||||
UBERON:0000978,leg,Uberon,CC BY 3.0,http://purl.obolibrary.org/obo/UBERON_0000978,,,,,D035002,BTO:0000721,
|
||||
UBERON:0001600,tensor tympani,Uberon,CC BY 3.0,http://purl.obolibrary.org/obo/UBERON_0001600,,,,,D013719,,
|
||||
UBERON:0002353,atrioventricular bundle,Uberon,CC BY 3.0,http://purl.obolibrary.org/obo/UBERON_0002353,,,,,D002036,,
|
||||
UBERON:0001825,paranasal sinus,Uberon,CC BY 3.0,http://purl.obolibrary.org/obo/UBERON_0001825,,,,,D010256,,
|
||||
UBERON:0002205,manubrium of sternum,Uberon,CC BY 3.0,http://purl.obolibrary.org/obo/UBERON_0002205,,,,,D008371,,
|
||||
UBERON:0001636,posterior cerebral artery,Uberon,CC BY 3.0,http://purl.obolibrary.org/obo/UBERON_0001636,,,,,D020769,,
|
||||
UBERON:0002275,reticular formation,Uberon,CC BY 3.0,http://purl.obolibrary.org/obo/UBERON_0002275,,,,,D012154,,
|
||||
UBERON:0000042,serous membrane,Uberon,CC BY 3.0,http://purl.obolibrary.org/obo/UBERON_0000042,,,,,D012704,,
|
||||
UBERON:0001535,vertebral artery,Uberon,CC BY 3.0,http://purl.obolibrary.org/obo/UBERON_0001535,,,,,D014711,,
|
||||
UBERON:0001016,nervous system,Uberon,CC BY 3.0,http://purl.obolibrary.org/obo/UBERON_0001016,,,,,D009420,BTO:0001484,
|
||||
UBERON:0002366,bulbo-urethral gland,Uberon,CC BY 3.0,http://purl.obolibrary.org/obo/UBERON_0002366,,,,,D002030,BTO:0001698,
|
||||
UBERON:0002053,zona glomerulosa of adrenal gland,Uberon,CC BY 3.0,http://purl.obolibrary.org/obo/UBERON_0002053,,,,,D015384,BTO:0000048,
|
||||
UBERON:0002418,cartilage tissue,Uberon,CC BY 3.0,http://purl.obolibrary.org/obo/UBERON_0002418,,,,,D002356,BTO:0000206,
|
||||
UBERON:0002028,hindbrain,Uberon,CC BY 3.0,http://purl.obolibrary.org/obo/UBERON_0002028,,,,,D012249,BTO:0000672,
|
||||
UBERON:0001711,eyelid,Uberon,CC BY 3.0,http://purl.obolibrary.org/obo/UBERON_0001711,,,,,D005143,BTO:0002241,
|
||||
UBERON:0002040,bronchial artery,Uberon,CC BY 3.0,http://purl.obolibrary.org/obo/UBERON_0002040,,,,,D001981,,
|
||||
UBERON:0001864,scala tympani,Uberon,CC BY 3.0,http://purl.obolibrary.org/obo/UBERON_0001864,,,,,D012533,,
|
||||
UBERON:0002228,rib,Uberon,CC BY 3.0,http://purl.obolibrary.org/obo/UBERON_0002228,,,,,D012272,,
|
||||
UBERON:0002113,kidney,Uberon,CC BY 3.0,http://purl.obolibrary.org/obo/UBERON_0002113,,,,,D007668,BTO:0000671,
|
||||
UBERON:0001072,posterior vena cava,Uberon,CC BY 3.0,http://purl.obolibrary.org/obo/UBERON_0001072,,,,,D014682,BTO:0002682,
|
||||
UBERON:0000996,vagina,Uberon,CC BY 3.0,http://purl.obolibrary.org/obo/UBERON_0000996,,,,,D014621,BTO:0000243,
|
||||
UBERON:0001895,metencephalon,Uberon,CC BY 3.0,http://purl.obolibrary.org/obo/UBERON_0001895,,,,,D020540,BTO:0000673,
|
||||
UBERON:0002067,dermis,Uberon,CC BY 3.0,http://purl.obolibrary.org/obo/UBERON_0002067,,,,,D020405,BTO:0000294,
|
||||
UBERON:0002497,acromion,Uberon,CC BY 3.0,http://purl.obolibrary.org/obo/UBERON_0002497,,,,,D000174,,
|
||||
UBERON:0002297,cerumen,Uberon,CC BY 3.0,http://purl.obolibrary.org/obo/UBERON_0002297,,,,,D002571,,
|
||||
UBERON:0001031,sheath of Schwann,Uberon,CC BY 3.0,http://purl.obolibrary.org/obo/UBERON_0001031,,,,,D009441,BTO:0003048,
|
||||
UBERON:0002030,nipple,Uberon,CC BY 3.0,http://purl.obolibrary.org/obo/UBERON_0002030,,,,,D009558,BTO:0000821,
|
||||
UBERON:0001827,secretion of lacrimal gland,Uberon,CC BY 3.0,http://purl.obolibrary.org/obo/UBERON_0001827,,,,,D013666,BTO:0001499,
|
||||
UBERON:0001090,synovial fluid,Uberon,CC BY 3.0,http://purl.obolibrary.org/obo/UBERON_0001090,,,,,D013582,BTO:0001339,
|
||||
UBERON:0001762,turbinate bone,Uberon,CC BY 3.0,http://purl.obolibrary.org/obo/UBERON_0001762,,,,,D014420,,
|
||||
UBERON:0003889,fallopian tube,Uberon,CC BY 3.0,http://purl.obolibrary.org/obo/UBERON_0003889,,,,,D005187,,
|
||||
UBERON:0001067,vertebral arch joint,Uberon,CC BY 3.0,http://purl.obolibrary.org/obo/UBERON_0001067,,,,,D021801,,
|
||||
UBERON:0001769,iris,Uberon,CC BY 3.0,http://purl.obolibrary.org/obo/UBERON_0001769,,,,,D007498,BTO:0000653,
|
||||
UBERON:0001488,ankle joint,Uberon,CC BY 3.0,http://purl.obolibrary.org/obo/UBERON_0001488,,,,,D000843,BTO:0004706,
|
||||
UBERON:0001785,cranial nerve,Uberon,CC BY 3.0,http://purl.obolibrary.org/obo/UBERON_0001785,,,,,D003391,BTO:0001104,
|
||||
UBERON:0001905,pineal body,Uberon,CC BY 3.0,http://purl.obolibrary.org/obo/UBERON_0001905,,,,,D010870,BTO:0001067,
|
||||
UBERON:0002741,diagonal band of Broca,Uberon,CC BY 3.0,http://purl.obolibrary.org/obo/UBERON_0002741,,,,,D020667,BTO:0002445,
|
||||
UBERON:0001017,central nervous system,Uberon,CC BY 3.0,http://purl.obolibrary.org/obo/UBERON_0001017,,,,,D002490,BTO:0000227,
|
||||
UBERON:0001681,nasal bone,Uberon,CC BY 3.0,http://purl.obolibrary.org/obo/UBERON_0001681,,,,,D009295,,
|
||||
UBERON:0001891,midbrain,Uberon,CC BY 3.0,http://purl.obolibrary.org/obo/UBERON_0001891,,,,,D008636,BTO:0000138,
|
||||
UBERON:0002223,endolymphatic sac,Uberon,CC BY 3.0,http://purl.obolibrary.org/obo/UBERON_0002223,,,,,D004712,,
|
||||
UBERON:0001840,semicircular canal,Uberon,CC BY 3.0,http://purl.obolibrary.org/obo/UBERON_0001840,,,,,D012665,BTO:0003383,
|
||||
UBERON:0001638,vein,Uberon,CC BY 3.0,http://purl.obolibrary.org/obo/UBERON_0001638,,,,,D014680,BTO:0000234,
|
||||
UBERON:0001970,bile,Uberon,CC BY 3.0,http://purl.obolibrary.org/obo/UBERON_0001970,,,,,D001646,BTO:0000121,
|
||||
UBERON:0000045,ganglion,Uberon,CC BY 3.0,http://purl.obolibrary.org/obo/UBERON_0000045,,,,,D005724,BTO:0000497,
|
||||
UBERON:0002518,otolith organ,Uberon,CC BY 3.0,http://purl.obolibrary.org/obo/UBERON_0002518,,,,,D012444,,
|
||||
UBERON:0000949,endocrine system,Uberon,CC BY 3.0,http://purl.obolibrary.org/obo/UBERON_0000949,,,,,D004703,,
|
||||
UBERON:0002298,brainstem,Uberon,CC BY 3.0,http://purl.obolibrary.org/obo/UBERON_0002298,,,,,D001933,BTO:0000146,
|
||||
UBERON:0001640,celiac artery,Uberon,CC BY 3.0,http://purl.obolibrary.org/obo/UBERON_0001640,,,,,D002445,,
|
||||
UBERON:0001691,external ear,Uberon,CC BY 3.0,http://purl.obolibrary.org/obo/UBERON_0001691,,,,,D004431,BTO:0002100,
|
||||
UBERON:0000955,brain,Uberon,CC BY 3.0,http://purl.obolibrary.org/obo/UBERON_0000955,,,,,D001921,BTO:0000142,
|
||||
UBERON:0002010,celiac nerve plexus,Uberon,CC BY 3.0,http://purl.obolibrary.org/obo/UBERON_0002010,,,,,D002447,,
|
||||
UBERON:0001616,maxillary artery,Uberon,CC BY 3.0,http://purl.obolibrary.org/obo/UBERON_0001616,,,,,D008438,,
|
||||
UBERON:0001688,incus bone,Uberon,CC BY 3.0,http://purl.obolibrary.org/obo/UBERON_0001688,,,,,D007188,,
|
||||
UBERON:0001193,hepatic artery,Uberon,CC BY 3.0,http://purl.obolibrary.org/obo/UBERON_0001193,,,,,D006499,BTO:0004307,
|
||||
UBERON:0000970,eye,Uberon,CC BY 3.0,http://purl.obolibrary.org/obo/UBERON_0000970,,,,,D005123,BTO:0000439,
|
||||
UBERON:0001567,cheek,Uberon,CC BY 3.0,http://purl.obolibrary.org/obo/UBERON_0001567,,,,,D002610,BTO:0001754,
|
||||
UBERON:0001463,manual digit 1,Uberon,CC BY 3.0,http://purl.obolibrary.org/obo/UBERON_0001463,,,,,D013933,,
|
||||
UBERON:0002414,lumbar vertebra,Uberon,CC BY 3.0,http://purl.obolibrary.org/obo/UBERON_0002414,,,,,D008159,,
|
||||
UBERON:0001490,elbow joint,Uberon,CC BY 3.0,http://purl.obolibrary.org/obo/UBERON_0001490,,,,,D004551,,
|
||||
UBERON:0001675,trigeminal ganglion,Uberon,CC BY 3.0,http://purl.obolibrary.org/obo/UBERON_0001675,,,,,D012668,BTO:0001231,
|
||||
UBERON:0001646,abducens nerve,Uberon,CC BY 3.0,http://purl.obolibrary.org/obo/UBERON_0001646,,,,,D000010,,
|
||||
UBERON:0002165,endocardium,Uberon,CC BY 3.0,http://purl.obolibrary.org/obo/UBERON_0002165,,,,,D004699,BTO:0000387,
|
||||
UBERON:0001687,stapes bone,Uberon,CC BY 3.0,http://purl.obolibrary.org/obo/UBERON_0001687,,,,,D013199,,
|
||||
UBERON:0002361,pia mater,Uberon,CC BY 3.0,http://purl.obolibrary.org/obo/UBERON_0002361,,,,,D010841,BTO:0001635,
|
||||
UBERON:0001479,sesamoid bone,Uberon,CC BY 3.0,http://purl.obolibrary.org/obo/UBERON_0001479,,,,,D012716,,
|
||||
UBERON:0001988,feces,Uberon,CC BY 3.0,http://purl.obolibrary.org/obo/UBERON_0001988,,,,,D005243,BTO:0000440,
|
||||
UBERON:0000011,parasympathetic nervous system,Uberon,CC BY 3.0,http://purl.obolibrary.org/obo/UBERON_0000011,,,,,D010275,BTO:0001833,
|
||||
UBERON:0001577,facial muscle,Uberon,CC BY 3.0,http://purl.obolibrary.org/obo/UBERON_0001577,,,,,D005152,,
|
||||
UBERON:0000993,oviduct,Uberon,CC BY 3.0,http://purl.obolibrary.org/obo/UBERON_0000993,,,,,D010057,BTO:0000980,
|
||||
UBERON:0001464,hip,Uberon,CC BY 3.0,http://purl.obolibrary.org/obo/UBERON_0001464,,,,,D006615,BTO:0001457,
|
||||
UBERON:0001783,optic disc,Uberon,CC BY 3.0,http://purl.obolibrary.org/obo/UBERON_0001783,,,,,D009898,,
|
||||
UBERON:0000977,pleura,Uberon,CC BY 3.0,http://purl.obolibrary.org/obo/UBERON_0000977,,,,,D010994,BTO:0001791,
|
||||
UBERON:0001780,spinal nerve,Uberon,CC BY 3.0,http://purl.obolibrary.org/obo/UBERON_0001780,,,,,D013127,BTO:0000870,
|
||||
UBERON:0001599,stapedius muscle,Uberon,CC BY 3.0,http://purl.obolibrary.org/obo/UBERON_0001599,,,,,D013198,,
|
||||
UBERON:0000043,tendon,Uberon,CC BY 3.0,http://purl.obolibrary.org/obo/UBERON_0000043,,,,,D013710,BTO:0001356,
|
||||
UBERON:0001235,adrenal cortex,Uberon,CC BY 3.0,http://purl.obolibrary.org/obo/UBERON_0001235,,,,,D000302,BTO:0000045,
|
||||
UBERON:0001225,cortex of kidney,Uberon,CC BY 3.0,http://purl.obolibrary.org/obo/UBERON_0001225,,,,,D007672,BTO:0001166,
|
||||
UBERON:0001805,autonomic ganglion,Uberon,CC BY 3.0,http://purl.obolibrary.org/obo/UBERON_0001805,,,,,D005725,,
|
||||
UBERON:0001734,palatine uvula,Uberon,CC BY 3.0,http://purl.obolibrary.org/obo/UBERON_0001734,,,,,D014609,,
|
||||
UBERON:0001343,seminiferous tubule of testis,Uberon,CC BY 3.0,http://purl.obolibrary.org/obo/UBERON_0001343,,,,,D012671,BTO:0001235,
|
||||
UBERON:0001914,colostrum,Uberon,CC BY 3.0,http://purl.obolibrary.org/obo/UBERON_0001914,,,,,D003126,BTO:0000276,
|
||||
UBERON:0002362,arachnoid mater,Uberon,CC BY 3.0,http://purl.obolibrary.org/obo/UBERON_0002362,,,,,D001099,BTO:0001636,
|
||||
UBERON:0000959,optic chiasma,Uberon,CC BY 3.0,http://purl.obolibrary.org/obo/UBERON_0000959,,,,,D009897,,
|
||||
UBERON:0000483,epithelium,Uberon,CC BY 3.0,http://purl.obolibrary.org/obo/UBERON_0000483,,,,,D004848,BTO:0000416,
|
||||
UBERON:0000007,pituitary gland,Uberon,CC BY 3.0,http://purl.obolibrary.org/obo/UBERON_0000007,,,,,D010902,BTO:0001073,
|
||||
UBERON:0002012,pulmonary artery,Uberon,CC BY 3.0,http://purl.obolibrary.org/obo/UBERON_0002012,,,,,D011651,BTO:0000778,
|
||||
UBERON:0001089,sweat,Uberon,CC BY 3.0,http://purl.obolibrary.org/obo/UBERON_0001089,,,,,D013542,BTO:0001254,
|
||||
UBERON:0001231,nephron tubule,Uberon,CC BY 3.0,http://purl.obolibrary.org/obo/UBERON_0001231,,,,,D007684,BTO:0000343,
|
||||
UBERON:0001833,lip,Uberon,CC BY 3.0,http://purl.obolibrary.org/obo/UBERON_0001833,,,,,D008046,BTO:0001647,
|
||||
UBERON:0001986,endothelium,Uberon,CC BY 3.0,http://purl.obolibrary.org/obo/UBERON_0001986,,,,,D004727,BTO:0000393,
|
||||
UBERON:0001831,parotid gland,Uberon,CC BY 3.0,http://purl.obolibrary.org/obo/UBERON_0001831,,,,,D010306,BTO:0001004,
|
||||
UBERON:0002037,cerebellum,Uberon,CC BY 3.0,http://purl.obolibrary.org/obo/UBERON_0002037,,,,,D002531,BTO:0000232,
|
||||
UBERON:0000948,heart,Uberon,CC BY 3.0,http://purl.obolibrary.org/obo/UBERON_0000948,,,,,D006321,BTO:0000562,
|
||||
UBERON:0000998,seminal vesicle,Uberon,CC BY 3.0,http://purl.obolibrary.org/obo/UBERON_0000998,,,,,D012669,BTO:0001234,
|
||||
UBERON:0001224,renal pelvis,Uberon,CC BY 3.0,http://purl.obolibrary.org/obo/UBERON_0001224,,,,,D007682,,
|
||||
UBERON:0001285,nephron,Uberon,CC BY 3.0,http://purl.obolibrary.org/obo/UBERON_0001285,,,,,D009399,BTO:0000924,
|
||||
UBERON:0001232,collecting duct of renal tubule,Uberon,CC BY 3.0,http://purl.obolibrary.org/obo/UBERON_0001232,,,,,D007685,BTO:0000761,
|
||||
UBERON:0002130,cerebellar nuclear complex,Uberon,CC BY 3.0,http://purl.obolibrary.org/obo/UBERON_0002130,,,,,D002529,,
|
||||
UBERON:0003216,hard palate,Uberon,CC BY 3.0,http://purl.obolibrary.org/obo/UBERON_0003216,,,,,D021362,,
|
||||
UBERON:0001893,telencephalon,Uberon,CC BY 3.0,http://purl.obolibrary.org/obo/UBERON_0001893,,,,,D013687,BTO:0000239,
|
||||
UBERON:0000999,ejaculatory duct,Uberon,CC BY 3.0,http://purl.obolibrary.org/obo/UBERON_0000999,,,,,D004543,BTO:0001580,
|
||||
UBERON:0002384,connective tissue,Uberon,CC BY 3.0,http://purl.obolibrary.org/obo/UBERON_0002384,,,,,D003238,BTO:0000421,
|
||||
UBERON:0001818,tarsal gland,Uberon,CC BY 3.0,http://purl.obolibrary.org/obo/UBERON_0001818,,,,,D008537,BTO:0004165,
|
||||
UBERON:0001985,corneal endothelium,Uberon,CC BY 3.0,http://purl.obolibrary.org/obo/UBERON_0001985,,,,,D004728,,
|
||||
UBERON:0006849,scapula,Uberon,CC BY 3.0,http://purl.obolibrary.org/obo/UBERON_0006849,,,,,D012540,BTO:0001218,
|
||||
UBERON:0004452,carpal region,Uberon,CC BY 3.0,http://purl.obolibrary.org/obo/UBERON_0004452,,,,,D014953,,
|
||||
UBERON:0001836,saliva,Uberon,CC BY 3.0,http://purl.obolibrary.org/obo/UBERON_0001836,,,,,D012463,BTO:0001202,
|
||||
UBERON:0001855,cochlear duct of membranous labyrinth,Uberon,CC BY 3.0,http://purl.obolibrary.org/obo/UBERON_0001855,,,,,D003053,BTO:0001692,
|
||||
UBERON:0001174,common bile duct,Uberon,CC BY 3.0,http://purl.obolibrary.org/obo/UBERON_0001174,,,,,D003135,,
|
||||
UBERON:0001710,lower jaw region,Uberon,CC BY 3.0,http://purl.obolibrary.org/obo/UBERON_0001710,,,,,D008334,,
|
||||
UBERON:0001398,brachial artery,Uberon,CC BY 3.0,http://purl.obolibrary.org/obo/UBERON_0001398,,,,,D001916,,
|
||||
UBERON:0001633,basilar artery,Uberon,CC BY 3.0,http://purl.obolibrary.org/obo/UBERON_0001633,,,,,D001488,,
|
||||
UBERON:0001786,fovea centralis,Uberon,CC BY 3.0,http://purl.obolibrary.org/obo/UBERON_0001786,,,,,D005584,,
|
||||
UBERON:0002363,dura mater,Uberon,CC BY 3.0,http://purl.obolibrary.org/obo/UBERON_0002363,,,,,D004388,BTO:0001637,
|
||||
UBERON:0001361,femoral vein,Uberon,CC BY 3.0,http://purl.obolibrary.org/obo/UBERON_0001361,,,,,D005268,,
|
||||
UBERON:0002279,vestibular aqueduct,Uberon,CC BY 3.0,http://purl.obolibrary.org/obo/UBERON_0002279,,,,,D014723,,
|
||||
UBERON:0001678,temporal bone,Uberon,CC BY 3.0,http://purl.obolibrary.org/obo/UBERON_0001678,,,,,D013701,,
|
||||
UBERON:0000010,peripheral nervous system,Uberon,CC BY 3.0,http://purl.obolibrary.org/obo/UBERON_0000010,,,,,D017933,BTO:0001028,
|
||||
UBERON:0001465,knee,Uberon,CC BY 3.0,http://purl.obolibrary.org/obo/UBERON_0001465,,,,,D007717,BTO:0003595,
|
||||
UBERON:0001756,middle ear,Uberon,CC BY 3.0,http://purl.obolibrary.org/obo/UBERON_0001756,,,,,D004432,BTO:0002099,
|
||||
UBERON:0001516,abdominal aorta,Uberon,CC BY 3.0,http://purl.obolibrary.org/obo/UBERON_0001516,,,,,D001012,BTO:0002976,
|
||||
UBERON:0003126,trachea,Uberon,CC BY 3.0,http://purl.obolibrary.org/obo/UBERON_0003126,,,,,D014132,BTO:0001388,
|
||||
UBERON:0001911,mammary gland,Uberon,CC BY 3.0,http://purl.obolibrary.org/obo/UBERON_0001911,,,,,D008321,BTO:0000817,
|
||||
UBERON:0000026,appendage,Uberon,CC BY 3.0,http://purl.obolibrary.org/obo/UBERON_0000026,,,,,D005121,BTO:0001492,
|
||||
UBERON:0002017,portal vein,Uberon,CC BY 3.0,http://purl.obolibrary.org/obo/UBERON_0002017,,,,,D011169,BTO:0001792,
|
||||
UBERON:0001103,diaphragm,Uberon,CC BY 3.0,http://purl.obolibrary.org/obo/UBERON_0001103,,,,,D003964,BTO:0000341,
|
||||
UBERON:0000975,sternum,Uberon,CC BY 3.0,http://purl.obolibrary.org/obo/UBERON_0000975,,,,,D013249,BTO:0001302,
|
||||
UBERON:0001404,radial artery,Uberon,CC BY 3.0,http://purl.obolibrary.org/obo/UBERON_0001404,,,,,D017534,,
|
||||
UBERON:0002522,tunica media,Uberon,CC BY 3.0,http://purl.obolibrary.org/obo/UBERON_0002522,,,,,D017540,BTO:0002011,
|
||||
UBERON:0001689,malleus bone,Uberon,CC BY 3.0,http://purl.obolibrary.org/obo/UBERON_0001689,,,,,D008307,,
|
||||
UBERON:0001643,oculomotor nerve,Uberon,CC BY 3.0,http://purl.obolibrary.org/obo/UBERON_0001643,,,,,D009802,,
|
||||
UBERON:0001130,vertebral column,Uberon,CC BY 3.0,http://purl.obolibrary.org/obo/UBERON_0001130,,,,,D013131,BTO:0000818,
|
||||
UBERON:0003685,cranial suture,Uberon,CC BY 3.0,http://purl.obolibrary.org/obo/UBERON_0003685,,,,,D003393,,
|
||||
UBERON:0001148,median nerve,Uberon,CC BY 3.0,http://purl.obolibrary.org/obo/UBERON_0001148,,,,,D008475,,
|
||||
UBERON:0001720,cochlear nucleus,Uberon,CC BY 3.0,http://purl.obolibrary.org/obo/UBERON_0001720,,,,,D017626,,
|
||||
UBERON:0002081,cardiac atrium,Uberon,CC BY 3.0,http://purl.obolibrary.org/obo/UBERON_0002081,,,,,D006325,BTO:0000903,
|
||||
UBERON:0001723,tongue,Uberon,CC BY 3.0,http://purl.obolibrary.org/obo/UBERON_0001723,,,,,D014059,BTO:0001385,
|
||||
UBERON:0001305,ovarian follicle,Uberon,CC BY 3.0,http://purl.obolibrary.org/obo/UBERON_0001305,,,,,D006080,BTO:0000475,
|
||||
UBERON:0001910,medial forebrain bundle,Uberon,CC BY 3.0,http://purl.obolibrary.org/obo/UBERON_0001910,,,,,D008474,,
|
||||
UBERON:0000997,mammalian vulva,Uberon,CC BY 3.0,http://purl.obolibrary.org/obo/UBERON_0000997,,,,,D014844,BTO:0003101,
|
||||
UBERON:0001764,maxillary sinus,Uberon,CC BY 3.0,http://purl.obolibrary.org/obo/UBERON_0001764,,,,,D008443,,
|
||||
UBERON:0001544,popliteal vein,Uberon,CC BY 3.0,http://purl.obolibrary.org/obo/UBERON_0001544,,,,,D011152,,
|
||||
UBERON:0002146,pulmonary valve,Uberon,CC BY 3.0,http://purl.obolibrary.org/obo/UBERON_0002146,,,,,D011664,,
|
||||
UBERON:0002453,ethmoid sinus,Uberon,CC BY 3.0,http://purl.obolibrary.org/obo/UBERON_0002453,,,,,D005005,,
|
||||
UBERON:0001093,vertebral bone 2,Uberon,CC BY 3.0,http://purl.obolibrary.org/obo/UBERON_0001093,,,,,D001368,,
|
||||
UBERON:0001182,superior mesenteric artery,Uberon,CC BY 3.0,http://purl.obolibrary.org/obo/UBERON_0001182,,,,,D017538,BTO:0002303,
|
||||
UBERON:0000057,urethra,Uberon,CC BY 3.0,http://purl.obolibrary.org/obo/UBERON_0000057,,,,,D014521,BTO:0001426,
|
||||
UBERON:0001088,urine,Uberon,CC BY 3.0,http://purl.obolibrary.org/obo/UBERON_0001088,,,,,D014556,BTO:0001419,
|
||||
UBERON:0001394,axillary artery,Uberon,CC BY 3.0,http://purl.obolibrary.org/obo/UBERON_0001394,,,,,D001366,,
|
||||
UBERON:0001467,shoulder,Uberon,CC BY 3.0,http://purl.obolibrary.org/obo/UBERON_0001467,,,,,D012782,,
|
||||
UBERON:0001406,ulnar artery,Uberon,CC BY 3.0,http://purl.obolibrary.org/obo/UBERON_0001406,,,,,D017535,,
|
||||
UBERON:0001070,external carotid artery,Uberon,CC BY 3.0,http://purl.obolibrary.org/obo/UBERON_0001070,,,,,D002342,BTO:0004696,
|
||||
UBERON:0001814,brachial nerve plexus,Uberon,CC BY 3.0,http://purl.obolibrary.org/obo/UBERON_0001814,,,,,D001917,,
|
||||
UBERON:0002377,muscle of neck,Uberon,CC BY 3.0,http://purl.obolibrary.org/obo/UBERON_0002377,,,,,D009334,,
|
||||
UBERON:0002411,clitoris,Uberon,CC BY 3.0,http://purl.obolibrary.org/obo/UBERON_0002411,,,,,D002987,BTO:0002020,
|
||||
UBERON:0001461,elbow,Uberon,CC BY 3.0,http://purl.obolibrary.org/obo/UBERON_0001461,,,,,D004550,,
|
||||
UBERON:0001694,petrous part of temporal bone,Uberon,CC BY 3.0,http://purl.obolibrary.org/obo/UBERON_0001694,,,,,D010579,,
|
||||
UBERON:0001759,vagus nerve,Uberon,CC BY 3.0,http://purl.obolibrary.org/obo/UBERON_0001759,,,,,D014630,BTO:0003472,
|
||||
UBERON:0002135,mitral valve,Uberon,CC BY 3.0,http://purl.obolibrary.org/obo/UBERON_0002135,,,,,D008943,,
|
||||
UBERON:0002240,spinal cord,Uberon,CC BY 3.0,http://purl.obolibrary.org/obo/UBERON_0002240,,,,,D013116,BTO:0001279,
|
||||
UBERON:0000178,blood,Uberon,CC BY 3.0,http://purl.obolibrary.org/obo/UBERON_0000178,,,,,D001769,BTO:0000089,
|
||||
UBERON:0001645,trigeminal nerve,Uberon,CC BY 3.0,http://purl.obolibrary.org/obo/UBERON_0001645,,,,,D014276,BTO:0001072,
|
||||
UBERON:0001469,sternoclavicular joint,Uberon,CC BY 3.0,http://purl.obolibrary.org/obo/UBERON_0001469,,,,,D013247,,
|
||||
UBERON:0001776,optic choroid,Uberon,CC BY 3.0,http://purl.obolibrary.org/obo/UBERON_0001776,,,,,D002829,BTO:0001829,
|
||||
UBERON:0002365,exocrine gland,Uberon,CC BY 3.0,http://purl.obolibrary.org/obo/UBERON_0002365,,,,,D005088,BTO:0000765,
|
||||
UBERON:0001684,mandible,Uberon,CC BY 3.0,http://purl.obolibrary.org/obo/UBERON_0001684,,,,,D008334,BTO:0001748,
|
||||
UBERON:0001650,hypoglossal nerve,Uberon,CC BY 3.0,http://purl.obolibrary.org/obo/UBERON_0001650,,,,,D007002,BTO:0003386,
|
||||
UBERON:0001597,masseter muscle,Uberon,CC BY 3.0,http://purl.obolibrary.org/obo/UBERON_0001597,,,,,D008406,BTO:0001755,
|
||||
UBERON:0002481,bone tissue,Uberon,CC BY 3.0,http://purl.obolibrary.org/obo/UBERON_0002481,,,,,D001842,,
|
||||
UBERON:0001310,umbilical artery,Uberon,CC BY 3.0,http://purl.obolibrary.org/obo/UBERON_0001310,,,,,D014469,BTO:0000841,
|
||||
UBERON:0002005,enteric nervous system,Uberon,CC BY 3.0,http://purl.obolibrary.org/obo/UBERON_0002005,,,,,D017615,BTO:0002506,
|
||||
UBERON:0000053,macula lutea,Uberon,CC BY 3.0,http://purl.obolibrary.org/obo/UBERON_0000053,,,,,D008266,BTO:0003015,
|
||||
UBERON:0001971,gastric juice,Uberon,CC BY 3.0,http://purl.obolibrary.org/obo/UBERON_0001971,,,,,D005750,BTO:0000501,
|
||||
UBERON:0003092,ultimobranchial body,Uberon,CC BY 3.0,http://purl.obolibrary.org/obo/UBERON_0003092,,,,,D014460,,
|
||||
UBERON:0002073,hair follicle,Uberon,CC BY 3.0,http://purl.obolibrary.org/obo/UBERON_0002073,,,,,D018859,BTO:0000554,
|
||||
UBERON:0001775,ciliary body,Uberon,CC BY 3.0,http://purl.obolibrary.org/obo/UBERON_0001775,,,,,D002924,BTO:0000260,
|
||||
UBERON:0001637,artery,Uberon,CC BY 3.0,http://purl.obolibrary.org/obo/UBERON_0001637,,,,,D001158,BTO:0000573,
|
||||
UBERON:0002097,skin of body,Uberon,CC BY 3.0,http://purl.obolibrary.org/obo/UBERON_0002097,,,,,D012867,BTO:0001253,
|
||||
UBERON:0001744,lymphoid tissue,Uberon,CC BY 3.0,http://purl.obolibrary.org/obo/UBERON_0001744,,,,,D008221,BTO:0000753,
|
||||
UBERON:0000922,embryo,Uberon,CC BY 3.0,http://purl.obolibrary.org/obo/UBERON_0000922,,,,,D004622,BTO:0000379,
|
||||
UBERON:0001777,substantia propria of cornea,Uberon,CC BY 3.0,http://purl.obolibrary.org/obo/UBERON_0001777,,,,,D003319,,
|
||||
UBERON:0002061,truncus arteriosus,Uberon,CC BY 3.0,http://purl.obolibrary.org/obo/UBERON_0002061,,,,,D014338,,
|
||||
UBERON:0001021,nerve,Uberon,CC BY 3.0,http://purl.obolibrary.org/obo/UBERON_0001021,,,,,D010525,BTO:0000925,
|
||||
UBERON:0002369,adrenal gland,Uberon,CC BY 3.0,http://purl.obolibrary.org/obo/UBERON_0002369,,,,,D000311,BTO:0000047,
|
||||
UBERON:0002351,sinoatrial node,Uberon,CC BY 3.0,http://purl.obolibrary.org/obo/UBERON_0002351,,,,,D012849,BTO:0004358,
|
||||
UBERON:0001264,pancreas,Uberon,CC BY 3.0,http://purl.obolibrary.org/obo/UBERON_0001264,,,,,D010179,BTO:0000988,
|
||||
UBERON:0001697,orbit of skull,Uberon,CC BY 3.0,http://purl.obolibrary.org/obo/UBERON_0001697,,,,,D009915,BTO:0004687,
|
||||
UBERON:0002500,zygomatic arch,Uberon,CC BY 3.0,http://purl.obolibrary.org/obo/UBERON_0002500,,,,,D015050,,
|
||||
UBERON:0002285,telencephalic ventricle,Uberon,CC BY 3.0,http://purl.obolibrary.org/obo/UBERON_0002285,,,,,D020547,BTO:0000879,
|
||||
UBERON:0001143,hepatic vein,Uberon,CC BY 3.0,http://purl.obolibrary.org/obo/UBERON_0001143,,,,,D006503,,
|
||||
UBERON:0001194,splenic artery,Uberon,CC BY 3.0,http://purl.obolibrary.org/obo/UBERON_0001194,,,,,D013157,,
|
||||
UBERON:0001708,jaw skeleton,Uberon,CC BY 3.0,http://purl.obolibrary.org/obo/UBERON_0001708,,,,,D007568,BTO:0001749,
|
||||
UBERON:0001004,respiratory system,Uberon,CC BY 3.0,http://purl.obolibrary.org/obo/UBERON_0001004,,,,,D012137,BTO:0000203,
|
||||
UBERON:0004288,skeleton,Uberon,CC BY 3.0,http://purl.obolibrary.org/obo/UBERON_0004288,,,,,D012863,,
|
||||
UBERON:0001515,thoracic aorta,Uberon,CC BY 3.0,http://purl.obolibrary.org/obo/UBERON_0001515,,,,,D001013,BTO:0000157,
|
||||
UBERON:0000038,follicular fluid,Uberon,CC BY 3.0,http://purl.obolibrary.org/obo/UBERON_0000038,,,,,D015571,BTO:0004383,
|
||||
UBERON:0001619,ophthalmic artery,Uberon,CC BY 3.0,http://purl.obolibrary.org/obo/UBERON_0001619,,,,,D009880,,
|
||||
UBERON:0001796,aqueous humor of eyeball,Uberon,CC BY 3.0,http://purl.obolibrary.org/obo/UBERON_0001796,,,,,D001082,,
|
||||
UBERON:0001008,renal system,Uberon,CC BY 3.0,http://purl.obolibrary.org/obo/UBERON_0001008,,,,,D014551,BTO:0001244,
|
||||
UBERON:0001135,smooth muscle tissue,Uberon,CC BY 3.0,http://purl.obolibrary.org/obo/UBERON_0001135,,,,,D009130,BTO:0001260,
|
||||
UBERON:0002512,corpus luteum,Uberon,CC BY 3.0,http://purl.obolibrary.org/obo/UBERON_0002512,,,,,D003338,BTO:0000292,
|
||||
UBERON:0001013,adipose tissue,Uberon,CC BY 3.0,http://purl.obolibrary.org/obo/UBERON_0001013,,,,,D000273,BTO:0001487,
|
||||
UBERON:0001886,choroid plexus,Uberon,CC BY 3.0,http://purl.obolibrary.org/obo/UBERON_0001886,,,,,D002831,BTO:0000258,
|
||||
UBERON:0002054,zona fasciculata of adrenal gland,Uberon,CC BY 3.0,http://purl.obolibrary.org/obo/UBERON_0002054,,,,,D015383,BTO:0000050,
|
||||
UBERON:0002707,corticospinal tract,Uberon,CC BY 3.0,http://purl.obolibrary.org/obo/UBERON_0002707,,,,,D011712,,
|
||||
UBERON:0000941,cranial nerve II,Uberon,CC BY 3.0,http://purl.obolibrary.org/obo/UBERON_0000941,,,,,D009900,,
|
||||
UBERON:0001820,sweat gland,Uberon,CC BY 3.0,http://purl.obolibrary.org/obo/UBERON_0001820,,,,,D013545,BTO:0001331,
|
||||
UBERON:0002204,musculoskeletal system,Uberon,CC BY 3.0,http://purl.obolibrary.org/obo/UBERON_0002204,,,,,D009141,,
|
||||
UBERON:0002382,rectus abdominis muscle,Uberon,CC BY 3.0,http://purl.obolibrary.org/obo/UBERON_0002382,,,,,D017568,,
|
||||
UBERON:0002519,otolithic part of statoconial membrane,Uberon,CC BY 3.0,http://purl.obolibrary.org/obo/UBERON_0002519,,,,,D010037,,
|
||||
UBERON:0001579,olfactory nerve,Uberon,CC BY 3.0,http://purl.obolibrary.org/obo/UBERON_0001579,,,,,D009832,BTO:0003648,
|
||||
UBERON:0002407,pericardium,Uberon,CC BY 3.0,http://purl.obolibrary.org/obo/UBERON_0002407,,,,,D010496,BTO:0000717,
|
||||
UBERON:0001324,common fibular nerve,Uberon,CC BY 3.0,http://purl.obolibrary.org/obo/UBERON_0001324,,,,,D010543,,
|
||||
UBERON:0002378,muscle of abdomen,Uberon,CC BY 3.0,http://purl.obolibrary.org/obo/UBERON_0002378,,,,,D000009,BTO:0001261,
|
||||
UBERON:0002385,muscle tissue,Uberon,CC BY 3.0,http://purl.obolibrary.org/obo/UBERON_0002385,,,,,D009132,,
|
||||
UBERON:0001044,saliva-secreting gland,Uberon,CC BY 3.0,http://purl.obolibrary.org/obo/UBERON_0001044,,,,,D012469,BTO:0001203,
|
||||
UBERON:0001484,articular capsule,Uberon,CC BY 3.0,http://purl.obolibrary.org/obo/UBERON_0001484,,,,,D017746,,
|
||||
UBERON:0002352,atrioventricular node,Uberon,CC BY 3.0,http://purl.obolibrary.org/obo/UBERON_0002352,,,,,D001283,,
|
||||
UBERON:0001236,adrenal medulla,Uberon,CC BY 3.0,http://purl.obolibrary.org/obo/UBERON_0001236,,,,,D019439,BTO:0000049,
|
||||
UBERON:0002389,manual digit,Uberon,CC BY 3.0,http://purl.obolibrary.org/obo/UBERON_0002389,,,,,D005385,BTO:0004669,
|
||||
UBERON:0001717,spinal nucleus of trigeminal nerve,Uberon,CC BY 3.0,http://purl.obolibrary.org/obo/UBERON_0001717,,,,,D014279,,
|
||||
UBERON:0002347,thoracic vertebra,Uberon,CC BY 3.0,http://purl.obolibrary.org/obo/UBERON_0002347,,,,,D013904,,
|
||||
UBERON:0001470,glenohumeral joint,Uberon,CC BY 3.0,http://purl.obolibrary.org/obo/UBERON_0001470,,,,,D012785,,
|
||||
UBERON:0001860,endolymphatic duct,Uberon,CC BY 3.0,http://purl.obolibrary.org/obo/UBERON_0001860,,,,,D004711,,
|
||||
UBERON:0001676,occipital bone,Uberon,CC BY 3.0,http://purl.obolibrary.org/obo/UBERON_0001676,,,,,D009777,,
|
||||
UBERON:0000006,islet of Langerhans,Uberon,CC BY 3.0,http://purl.obolibrary.org/obo/UBERON_0000006,,,,,D007515,BTO:0000991,
|
||||
UBERON:0001648,vestibulocochlear nerve,Uberon,CC BY 3.0,http://purl.obolibrary.org/obo/UBERON_0001648,,,,,D000159,BTO:0003490,
|
||||
UBERON:0001724,sphenoidal sinus,Uberon,CC BY 3.0,http://purl.obolibrary.org/obo/UBERON_0001724,,,,,D013101,,
|
||||
UBERON:0000054,macula,Uberon,CC BY 3.0,http://purl.obolibrary.org/obo/UBERON_0000054,,,,,D008267,,
|
||||
UBERON:0000482,basal lamina of epithelium,Uberon,CC BY 3.0,http://purl.obolibrary.org/obo/UBERON_0000482,,,,,D001485,,
|
||||
UBERON:0000985,axillary vein,Uberon,CC BY 3.0,http://purl.obolibrary.org/obo/UBERON_0000985,,,,,D001367,,
|
||||
UBERON:0002486,glottis,Uberon,CC BY 3.0,http://purl.obolibrary.org/obo/UBERON_0002486,,,,,D005931,BTO:0001627,
|
||||
|
11382
neo4j_csv/nodes_Biological_Process.csv
Normal file
11382
neo4j_csv/nodes_Biological_Process.csv
Normal file
File diff suppressed because it is too large
Load Diff
1392
neo4j_csv/nodes_Cellular_Component.csv
Normal file
1392
neo4j_csv/nodes_Cellular_Component.csv
Normal file
File diff suppressed because it is too large
Load Diff
1553
neo4j_csv/nodes_Compound.csv
Normal file
1553
neo4j_csv/nodes_Compound.csv
Normal file
File diff suppressed because it is too large
Load Diff
138
neo4j_csv/nodes_Disease.csv
Normal file
138
neo4j_csv/nodes_Disease.csv
Normal file
@@ -0,0 +1,138 @@
|
||||
id,name,kind,source_x,license,url,description,chromosome,inchikey,inchi,mesh_id,bto_id,class_type,source_y,num_symptoms
|
||||
DOID:2994,germ cell cancer,Disease,Disease Ontology,CC BY 3.0,http://purl.obolibrary.org/obo/DOID_2994,,,,,,,,DOID:2994,116.0
|
||||
DOID:1319,brain cancer,Disease,Disease Ontology,CC BY 3.0,http://purl.obolibrary.org/obo/DOID_1319,,,,,,,,DOID:1319,88.0
|
||||
DOID:11934,head and neck cancer,Disease,Disease Ontology,CC BY 3.0,http://purl.obolibrary.org/obo/DOID_11934,,,,,,,,DOID:11934,79.0
|
||||
DOID:2377,multiple sclerosis,Disease,Disease Ontology,CC BY 3.0,http://purl.obolibrary.org/obo/DOID_2377,,,,,,,,DOID:2377,78.0
|
||||
DOID:3070,malignant glioma,Disease,Disease Ontology,CC BY 3.0,http://purl.obolibrary.org/obo/DOID_3070,,,,,,,,DOID:3070,72.0
|
||||
DOID:14330,Parkinson's disease,Disease,Disease Ontology,CC BY 3.0,http://purl.obolibrary.org/obo/DOID_14330,,,,,,,,DOID:14330,65.0
|
||||
DOID:1826,epilepsy syndrome,Disease,Disease Ontology,CC BY 3.0,http://purl.obolibrary.org/obo/DOID_1826,,,,,,,,DOID:1826,64.0
|
||||
DOID:2355,anemia,Disease,Disease Ontology,CC BY 3.0,http://purl.obolibrary.org/obo/DOID_2355,,,,,,,,DOID:2355,63.0
|
||||
DOID:6364,migraine,Disease,Disease Ontology,CC BY 3.0,http://purl.obolibrary.org/obo/DOID_6364,,,,,,,,DOID:6364,61.0
|
||||
DOID:184,bone cancer,Disease,Disease Ontology,CC BY 3.0,http://purl.obolibrary.org/obo/DOID_184,,,,,,,,DOID:184,59.0
|
||||
DOID:3565,meningioma,Disease,Disease Ontology,CC BY 3.0,http://purl.obolibrary.org/obo/DOID_3565,,,,,,,,DOID:3565,55.0
|
||||
DOID:1595,endogenous depression,Disease,Disease Ontology,CC BY 3.0,http://purl.obolibrary.org/obo/DOID_1595,,,,,,,,DOID:1595,53.0
|
||||
DOID:1192,peripheral nervous system neoplasm,Disease,Disease Ontology,CC BY 3.0,http://purl.obolibrary.org/obo/DOID_1192,,,,,,,,DOID:1192,52.0
|
||||
DOID:7148,rheumatoid arthritis,Disease,Disease Ontology,CC BY 3.0,http://purl.obolibrary.org/obo/DOID_7148,,,,,,,,DOID:7148,51.0
|
||||
DOID:10941,intracranial aneurysm,Disease,Disease Ontology,CC BY 3.0,http://purl.obolibrary.org/obo/DOID_10941,,,,,,,,DOID:10941,50.0
|
||||
DOID:1115,sarcoma,Disease,Disease Ontology,CC BY 3.0,http://purl.obolibrary.org/obo/DOID_1115,,,,,,,,DOID:1115,45.0
|
||||
DOID:10652,Alzheimer's disease,Disease,Disease Ontology,CC BY 3.0,http://purl.obolibrary.org/obo/DOID_10652,,,,,,,,DOID:10652,44.0
|
||||
DOID:0060119,pharynx cancer,Disease,Disease Ontology,CC BY 3.0,http://purl.obolibrary.org/obo/DOID_0060119,,,,,,,,DOID:0060119,43.0
|
||||
DOID:5419,schizophrenia,Disease,Disease Ontology,CC BY 3.0,http://purl.obolibrary.org/obo/DOID_5419,,,,,,,,DOID:5419,43.0
|
||||
DOID:1324,lung cancer,Disease,Disease Ontology,CC BY 3.0,http://purl.obolibrary.org/obo/DOID_1324,,,,,,,,DOID:1324,42.0
|
||||
DOID:0050741,alcohol dependence,Disease,Disease Ontology,CC BY 3.0,http://purl.obolibrary.org/obo/DOID_0050741,,,,,,,,DOID:0050741,40.0
|
||||
DOID:332,amyotrophic lateral sclerosis,Disease,Disease Ontology,CC BY 3.0,http://purl.obolibrary.org/obo/DOID_332,,,,,,,,DOID:332,40.0
|
||||
DOID:12849,autistic disorder,Disease,Disease Ontology,CC BY 3.0,http://purl.obolibrary.org/obo/DOID_12849,,,,,,,,DOID:12849,38.0
|
||||
DOID:3312,bipolar disorder,Disease,Disease Ontology,CC BY 3.0,http://purl.obolibrary.org/obo/DOID_3312,,,,,,,,DOID:3312,38.0
|
||||
DOID:9074,systemic lupus erythematosus,Disease,Disease Ontology,CC BY 3.0,http://purl.obolibrary.org/obo/DOID_9074,,,,,,,,DOID:9074,35.0
|
||||
DOID:11949,Creutzfeldt-Jakob disease,Disease,Disease Ontology,CC BY 3.0,http://purl.obolibrary.org/obo/DOID_11949,,,,,,,,DOID:11949,35.0
|
||||
DOID:1612,breast cancer,Disease,Disease Ontology,CC BY 3.0,http://purl.obolibrary.org/obo/DOID_1612,,,,,,,,DOID:1612,34.0
|
||||
DOID:784,chronic kidney failure,Disease,Disease Ontology,CC BY 3.0,http://purl.obolibrary.org/obo/DOID_784,,,,,,,,DOID:784,34.0
|
||||
DOID:1459,hypothyroidism,Disease,Disease Ontology,CC BY 3.0,http://purl.obolibrary.org/obo/DOID_1459,,,,,,,,DOID:1459,34.0
|
||||
DOID:1094,attention deficit hyperactivity disorder,Disease,Disease Ontology,CC BY 3.0,http://purl.obolibrary.org/obo/DOID_1094,,,,,,,,DOID:1094,34.0
|
||||
DOID:10763,hypertension,Disease,Disease Ontology,CC BY 3.0,http://purl.obolibrary.org/obo/DOID_10763,,,,,,,,DOID:10763,33.0
|
||||
DOID:418,systemic scleroderma,Disease,Disease Ontology,CC BY 3.0,http://purl.obolibrary.org/obo/DOID_418,,,,,,,,DOID:418,33.0
|
||||
DOID:5612,spinal cancer,Disease,Disease Ontology,CC BY 3.0,http://purl.obolibrary.org/obo/DOID_5612,,,,,,,,DOID:5612,32.0
|
||||
DOID:9835,refractive error,Disease,Disease Ontology,CC BY 3.0,http://purl.obolibrary.org/obo/DOID_9835,,,,,,,,DOID:9835,32.0
|
||||
DOID:1909,melanoma,Disease,Disease Ontology,CC BY 3.0,http://purl.obolibrary.org/obo/DOID_1909,,,,,,,,DOID:1909,31.0
|
||||
DOID:10534,stomach cancer,Disease,Disease Ontology,CC BY 3.0,http://purl.obolibrary.org/obo/DOID_10534,,,,,,,,DOID:10534,31.0
|
||||
DOID:263,kidney cancer,Disease,Disease Ontology,CC BY 3.0,http://purl.obolibrary.org/obo/DOID_263,,,,,,,,DOID:263,30.0
|
||||
DOID:4159,skin cancer,Disease,Disease Ontology,CC BY 3.0,http://purl.obolibrary.org/obo/DOID_4159,,,,,,,,DOID:4159,29.0
|
||||
DOID:3953,adrenal gland cancer,Disease,Disease Ontology,CC BY 3.0,http://purl.obolibrary.org/obo/DOID_3953,,,,,,,,DOID:3953,28.0
|
||||
DOID:2174,ocular cancer,Disease,Disease Ontology,CC BY 3.0,http://purl.obolibrary.org/obo/DOID_2174,,,,,,,,DOID:2174,27.0
|
||||
DOID:5041,esophageal cancer,Disease,Disease Ontology,CC BY 3.0,http://purl.obolibrary.org/obo/DOID_5041,,,,,,,,DOID:5041,27.0
|
||||
DOID:13241,Behcet's disease,Disease,Disease Ontology,CC BY 3.0,http://purl.obolibrary.org/obo/DOID_13241,,,,,,,,DOID:13241,26.0
|
||||
DOID:3571,liver cancer,Disease,Disease Ontology,CC BY 3.0,http://purl.obolibrary.org/obo/DOID_3571,,,,,,,,DOID:3571,26.0
|
||||
DOID:1793,pancreatic cancer,Disease,Disease Ontology,CC BY 3.0,http://purl.obolibrary.org/obo/DOID_1793,,,,,,,,DOID:1793,26.0
|
||||
DOID:9744,type 1 diabetes mellitus,Disease,Disease Ontology,CC BY 3.0,http://purl.obolibrary.org/obo/DOID_9744,,,,,,,,DOID:9744,26.0
|
||||
DOID:2841,asthma,Disease,Disease Ontology,CC BY 3.0,http://purl.obolibrary.org/obo/DOID_2841,,,,,,,,DOID:2841,26.0
|
||||
DOID:4989,pancreatitis,Disease,Disease Ontology,CC BY 3.0,http://purl.obolibrary.org/obo/DOID_4989,,,,,,,,DOID:4989,25.0
|
||||
DOID:10283,prostate cancer,Disease,Disease Ontology,CC BY 3.0,http://purl.obolibrary.org/obo/DOID_10283,,,,,,,,DOID:10283,25.0
|
||||
DOID:8893,psoriasis,Disease,Disease Ontology,CC BY 3.0,http://purl.obolibrary.org/obo/DOID_8893,,,,,,,,DOID:8893,25.0
|
||||
DOID:8577,ulcerative colitis,Disease,Disease Ontology,CC BY 3.0,http://purl.obolibrary.org/obo/DOID_8577,,,,,,,,DOID:8577,25.0
|
||||
DOID:7147,ankylosing spondylitis,Disease,Disease Ontology,CC BY 3.0,http://purl.obolibrary.org/obo/DOID_7147,,,,,,,,DOID:7147,25.0
|
||||
DOID:12365,malaria,Disease,Disease Ontology,CC BY 3.0,http://purl.obolibrary.org/obo/DOID_12365,,,,,,,,DOID:12365,25.0
|
||||
DOID:1686,glaucoma,Disease,Disease Ontology,CC BY 3.0,http://purl.obolibrary.org/obo/DOID_1686,,,,,,,,DOID:1686,25.0
|
||||
DOID:11054,urinary bladder cancer,Disease,Disease Ontology,CC BY 3.0,http://purl.obolibrary.org/obo/DOID_11054,,,,,,,,DOID:11054,25.0
|
||||
DOID:8778,Crohn's disease,Disease,Disease Ontology,CC BY 3.0,http://purl.obolibrary.org/obo/DOID_8778,,,,,,,,DOID:8778,25.0
|
||||
DOID:9296,cleft lip,Disease,Disease Ontology,CC BY 3.0,http://purl.obolibrary.org/obo/DOID_9296,,,,,,,,DOID:9296,24.0
|
||||
DOID:635,acquired immunodeficiency syndrome,Disease,Disease Ontology,CC BY 3.0,http://purl.obolibrary.org/obo/DOID_635,,,,,,,,DOID:635,24.0
|
||||
DOID:11476,osteoporosis,Disease,Disease Ontology,CC BY 3.0,http://purl.obolibrary.org/obo/DOID_11476,,,,,,,,DOID:11476,24.0
|
||||
DOID:7693,abdominal aortic aneurysm,Disease,Disease Ontology,CC BY 3.0,http://purl.obolibrary.org/obo/DOID_7693,,,,,,,,DOID:7693,24.0
|
||||
DOID:8398,osteoarthritis,Disease,Disease Ontology,CC BY 3.0,http://purl.obolibrary.org/obo/DOID_8398,,,,,,,,DOID:8398,24.0
|
||||
DOID:363,uterine cancer,Disease,Disease Ontology,CC BY 3.0,http://purl.obolibrary.org/obo/DOID_363,,,,,,,,DOID:363,24.0
|
||||
DOID:11119,Gilles de la Tourette syndrome,Disease,Disease Ontology,CC BY 3.0,http://purl.obolibrary.org/obo/DOID_11119,,,,,,,,DOID:11119,24.0
|
||||
DOID:3083,chronic obstructive pulmonary disease,Disease,Disease Ontology,CC BY 3.0,http://purl.obolibrary.org/obo/DOID_3083,,,,,,,,DOID:3083,23.0
|
||||
DOID:5559,mediastinal cancer,Disease,Disease Ontology,CC BY 3.0,http://purl.obolibrary.org/obo/DOID_5559,,,,,,,,DOID:5559,23.0
|
||||
DOID:4045,muscle cancer,Disease,Disease Ontology,CC BY 3.0,http://purl.obolibrary.org/obo/DOID_4045,,,,,,,,DOID:4045,23.0
|
||||
DOID:8986,narcolepsy,Disease,Disease Ontology,CC BY 3.0,http://purl.obolibrary.org/obo/DOID_8986,,,,,,,,DOID:8986,22.0
|
||||
DOID:12361,Graves' disease,Disease,Disease Ontology,CC BY 3.0,http://purl.obolibrary.org/obo/DOID_12361,,,,,,,,DOID:12361,22.0
|
||||
DOID:5408,Paget's disease of bone,Disease,Disease Ontology,CC BY 3.0,http://purl.obolibrary.org/obo/DOID_5408,,,,,,,,DOID:5408,22.0
|
||||
DOID:0050425,restless legs syndrome,Disease,Disease Ontology,CC BY 3.0,http://purl.obolibrary.org/obo/DOID_0050425,,,,,,,,DOID:0050425,21.0
|
||||
DOID:1024,leprosy,Disease,Disease Ontology,CC BY 3.0,http://purl.obolibrary.org/obo/DOID_1024,,,,,,,,DOID:1024,21.0
|
||||
DOID:4362,cervical cancer,Disease,Disease Ontology,CC BY 3.0,http://purl.obolibrary.org/obo/DOID_4362,,,,,,,,DOID:4362,21.0
|
||||
DOID:594,panic disorder,Disease,Disease Ontology,CC BY 3.0,http://purl.obolibrary.org/obo/DOID_594,,,,,,,,DOID:594,21.0
|
||||
DOID:10871,age related macular degeneration,Disease,Disease Ontology,CC BY 3.0,http://purl.obolibrary.org/obo/DOID_10871,,,,,,,,DOID:10871,20.0
|
||||
DOID:2394,ovarian cancer,Disease,Disease Ontology,CC BY 3.0,http://purl.obolibrary.org/obo/DOID_2394,,,,,,,,DOID:2394,20.0
|
||||
DOID:12930,dilated cardiomyopathy,Disease,Disease Ontology,CC BY 3.0,http://purl.obolibrary.org/obo/DOID_12930,,,,,,,,DOID:12930,19.0
|
||||
DOID:12185,otosclerosis,Disease,Disease Ontology,CC BY 3.0,http://purl.obolibrary.org/obo/DOID_12185,,,,,,,,DOID:12185,19.0
|
||||
DOID:13223,uterine fibroid,Disease,Disease Ontology,CC BY 3.0,http://purl.obolibrary.org/obo/DOID_13223,,,,,,,,DOID:13223,19.0
|
||||
DOID:1993,rectum cancer,Disease,Disease Ontology,CC BY 3.0,http://purl.obolibrary.org/obo/DOID_1993,,,,,,,,DOID:1993,19.0
|
||||
DOID:14004,thoracic aortic aneurysm,Disease,Disease Ontology,CC BY 3.0,http://purl.obolibrary.org/obo/DOID_14004,,,,,,,,DOID:14004,19.0
|
||||
DOID:175,vascular cancer,Disease,Disease Ontology,CC BY 3.0,http://purl.obolibrary.org/obo/DOID_175,,,,,,,,DOID:175,18.0
|
||||
DOID:2998,testicular cancer,Disease,Disease Ontology,CC BY 3.0,http://purl.obolibrary.org/obo/DOID_2998,,,,,,,,DOID:2998,18.0
|
||||
DOID:216,dental caries,Disease,Disease Ontology,CC BY 3.0,http://purl.obolibrary.org/obo/DOID_216,,,,,,,,DOID:216,18.0
|
||||
DOID:5875,retroperitoneal cancer,Disease,Disease Ontology,CC BY 3.0,http://purl.obolibrary.org/obo/DOID_5875,,,,,,,,DOID:5875,18.0
|
||||
DOID:585,nephrolithiasis,Disease,Disease Ontology,CC BY 3.0,http://purl.obolibrary.org/obo/DOID_585,,,,,,,,DOID:585,18.0
|
||||
DOID:219,colon cancer,Disease,Disease Ontology,CC BY 3.0,http://purl.obolibrary.org/obo/DOID_219,,,,,,,,DOID:219,17.0
|
||||
DOID:4481,allergic rhinitis,Disease,Disease Ontology,CC BY 3.0,http://purl.obolibrary.org/obo/DOID_4481,,,,,,,,DOID:4481,17.0
|
||||
DOID:9970,obesity,Disease,Disease Ontology,CC BY 3.0,http://purl.obolibrary.org/obo/DOID_9970,,,,,,,,DOID:9970,17.0
|
||||
DOID:10608,celiac disease,Disease,Disease Ontology,CC BY 3.0,http://purl.obolibrary.org/obo/DOID_10608,,,,,,,,DOID:10608,17.0
|
||||
DOID:3277,thymus cancer,Disease,Disease Ontology,CC BY 3.0,http://purl.obolibrary.org/obo/DOID_3277,,,,,,,,DOID:3277,17.0
|
||||
DOID:14221,metabolic syndrome X,Disease,Disease Ontology,CC BY 3.0,http://purl.obolibrary.org/obo/DOID_14221,,,,,,,,DOID:14221,16.0
|
||||
DOID:1781,thyroid cancer,Disease,Disease Ontology,CC BY 3.0,http://purl.obolibrary.org/obo/DOID_1781,,,,,,,,DOID:1781,15.0
|
||||
DOID:1725,peritoneum cancer,Disease,Disease Ontology,CC BY 3.0,http://purl.obolibrary.org/obo/DOID_1725,,,,,,,,DOID:1725,15.0
|
||||
DOID:12306,vitiligo,Disease,Disease Ontology,CC BY 3.0,http://purl.obolibrary.org/obo/DOID_12306,,,,,,,,DOID:12306,15.0
|
||||
DOID:9352,type 2 diabetes mellitus,Disease,Disease Ontology,CC BY 3.0,http://purl.obolibrary.org/obo/DOID_9352,,,,,,,,DOID:9352,14.0
|
||||
DOID:1790,malignant mesothelioma,Disease,Disease Ontology,CC BY 3.0,http://purl.obolibrary.org/obo/DOID_1790,,,,,,,,DOID:1790,14.0
|
||||
DOID:2531,hematologic cancer,Disease,Disease Ontology,CC BY 3.0,http://purl.obolibrary.org/obo/DOID_2531,,,,,,,,DOID:2531,13.0
|
||||
DOID:3393,coronary artery disease,Disease,Disease Ontology,CC BY 3.0,http://purl.obolibrary.org/obo/DOID_3393,,,,,,,,DOID:3393,13.0
|
||||
DOID:1936,atherosclerosis,Disease,Disease Ontology,CC BY 3.0,http://purl.obolibrary.org/obo/DOID_1936,,,,,,,,DOID:1936,13.0
|
||||
DOID:824,periodontitis,Disease,Disease Ontology,CC BY 3.0,http://purl.obolibrary.org/obo/DOID_824,,,,,,,,DOID:824,13.0
|
||||
DOID:13378,Kawasaki disease,Disease,Disease Ontology,CC BY 3.0,http://purl.obolibrary.org/obo/DOID_13378,,,,,,,,DOID:13378,12.0
|
||||
DOID:10021,duodenum cancer,Disease,Disease Ontology,CC BY 3.0,http://purl.obolibrary.org/obo/DOID_10021,,,,,,,,DOID:10021,12.0
|
||||
DOID:2043,hepatitis B,Disease,Disease Ontology,CC BY 3.0,http://purl.obolibrary.org/obo/DOID_2043,,,,,,,,DOID:2043,12.0
|
||||
DOID:2596,larynx cancer,Disease,Disease Ontology,CC BY 3.0,http://purl.obolibrary.org/obo/DOID_2596,,,,,,,,DOID:2596,12.0
|
||||
DOID:0050742,nicotine dependence,Disease,Disease Ontology,CC BY 3.0,http://purl.obolibrary.org/obo/DOID_0050742,,,,,,,,DOID:0050742,12.0
|
||||
DOID:8850,salivary gland cancer,Disease,Disease Ontology,CC BY 3.0,http://purl.obolibrary.org/obo/DOID_8850,,,,,,,,DOID:8850,11.0
|
||||
DOID:11612,polycystic ovary syndrome,Disease,Disease Ontology,CC BY 3.0,http://purl.obolibrary.org/obo/DOID_11612,,,,,,,,DOID:11612,11.0
|
||||
DOID:3310,atopic dermatitis,Disease,Disease Ontology,CC BY 3.0,http://purl.obolibrary.org/obo/DOID_3310,,,,,,,,DOID:3310,10.0
|
||||
DOID:12236,primary biliary cirrhosis,Disease,Disease Ontology,CC BY 3.0,http://purl.obolibrary.org/obo/DOID_12236,,,,,,,,DOID:12236,8.0
|
||||
DOID:0050156,idiopathic pulmonary fibrosis,Disease,Disease Ontology,CC BY 3.0,http://purl.obolibrary.org/obo/DOID_0050156,,,,,,,,DOID:0050156,8.0
|
||||
DOID:1964,fallopian tube cancer,Disease,Disease Ontology,CC BY 3.0,http://purl.obolibrary.org/obo/DOID_1964,,,,,,,,DOID:1964,8.0
|
||||
DOID:11920,tracheal cancer,Disease,Disease Ontology,CC BY 3.0,http://purl.obolibrary.org/obo/DOID_11920,,,,,,,,DOID:11920,8.0
|
||||
DOID:1245,vulva cancer,Disease,Disease Ontology,CC BY 3.0,http://purl.obolibrary.org/obo/DOID_1245,,,,,,,,DOID:1245,8.0
|
||||
DOID:90,degenerative disc disease,Disease,Disease Ontology,CC BY 3.0,http://purl.obolibrary.org/obo/DOID_90,,,,,,,,DOID:90,8.0
|
||||
DOID:13189,gout,Disease,Disease Ontology,CC BY 3.0,http://purl.obolibrary.org/obo/DOID_13189,,,,,,,,DOID:13189,7.0
|
||||
DOID:986,alopecia areata,Disease,Disease Ontology,CC BY 3.0,http://purl.obolibrary.org/obo/DOID_986,,,,,,,,DOID:986,7.0
|
||||
DOID:11714,gestational diabetes,Disease,Disease Ontology,CC BY 3.0,http://purl.obolibrary.org/obo/DOID_11714,,,,,,,,DOID:11714,7.0
|
||||
DOID:11555,Fuchs' endothelial dystrophy,Disease,Disease Ontology,CC BY 3.0,http://purl.obolibrary.org/obo/DOID_11555,,,,,,,,DOID:11555,7.0
|
||||
DOID:12995,conduct disorder,Disease,Disease Ontology,CC BY 3.0,http://purl.obolibrary.org/obo/DOID_12995,,,,,,,,DOID:12995,7.0
|
||||
DOID:14268,sclerosing cholangitis,Disease,Disease Ontology,CC BY 3.0,http://purl.obolibrary.org/obo/DOID_14268,,,,,,,,DOID:14268,7.0
|
||||
DOID:13499,jejunal cancer,Disease,Disease Ontology,CC BY 3.0,http://purl.obolibrary.org/obo/DOID_13499,,,,,,,,DOID:13499,7.0
|
||||
DOID:3121,gallbladder cancer,Disease,Disease Ontology,CC BY 3.0,http://purl.obolibrary.org/obo/DOID_3121,,,,,,,,DOID:3121,7.0
|
||||
DOID:9008,psoriatic arthritis,Disease,Disease Ontology,CC BY 3.0,http://purl.obolibrary.org/obo/DOID_9008,,,,,,,,DOID:9008,6.0
|
||||
DOID:9206,Barrett's esophagus,Disease,Disease Ontology,CC BY 3.0,http://purl.obolibrary.org/obo/DOID_9206,,,,,,,,DOID:9206,6.0
|
||||
DOID:119,vaginal cancer,Disease,Disease Ontology,CC BY 3.0,http://purl.obolibrary.org/obo/DOID_119,,,,,,,,DOID:119,5.0
|
||||
DOID:4606,bile duct cancer,Disease,Disease Ontology,CC BY 3.0,http://purl.obolibrary.org/obo/DOID_4606,,,,,,,,DOID:4606,5.0
|
||||
DOID:10153,ileum cancer,Disease,Disease Ontology,CC BY 3.0,http://purl.obolibrary.org/obo/DOID_10153,,,,,,,,DOID:10153,5.0
|
||||
DOID:11615,penile cancer,Disease,Disease Ontology,CC BY 3.0,http://purl.obolibrary.org/obo/DOID_11615,,,,,,,,DOID:11615,5.0
|
||||
DOID:11819,ureter cancer,Disease,Disease Ontology,CC BY 3.0,http://purl.obolibrary.org/obo/DOID_11819,,,,,,,,DOID:11819,4.0
|
||||
DOID:2986,IgA glomerulonephritis,Disease,Disease Ontology,CC BY 3.0,http://purl.obolibrary.org/obo/DOID_2986,,,,,,,,DOID:2986,4.0
|
||||
DOID:1312,focal segmental glomerulosclerosis,Disease,Disease Ontology,CC BY 3.0,http://purl.obolibrary.org/obo/DOID_1312,,,,,,,,DOID:1312,3.0
|
||||
DOID:10976,membranous glomerulonephritis,Disease,Disease Ontology,CC BY 3.0,http://purl.obolibrary.org/obo/DOID_10976,,,,,,,,DOID:10976,3.0
|
||||
DOID:11239,appendix cancer,Disease,Disease Ontology,CC BY 3.0,http://purl.obolibrary.org/obo/DOID_11239,,,,,,,,DOID:11239,3.0
|
||||
DOID:14227,azoospermia,Disease,Disease Ontology,CC BY 3.0,http://purl.obolibrary.org/obo/DOID_14227,,,,,,,,DOID:14227,1.0
|
||||
DOID:5099,middle ear cancer,Disease,Disease Ontology,CC BY 3.0,http://purl.obolibrary.org/obo/DOID_5099,,,,,,,,,0.0
|
||||
DOID:0060073,lymphatic system cancer,Disease,Disease Ontology,CC BY 3.0,http://purl.obolibrary.org/obo/DOID_0060073,,,,,,,,,0.0
|
||||
DOID:10811,nasal cavity cancer,Disease,Disease Ontology,CC BY 3.0,http://purl.obolibrary.org/obo/DOID_10811,,,,,,,,,0.0
|
||||
DOID:9917,pleural cancer,Disease,Disease Ontology,CC BY 3.0,http://purl.obolibrary.org/obo/DOID_9917,,,,,,,,,0.0
|
||||
|
20946
neo4j_csv/nodes_Gene.csv
Normal file
20946
neo4j_csv/nodes_Gene.csv
Normal file
File diff suppressed because it is too large
Load Diff
2885
neo4j_csv/nodes_Molecular_Function.csv
Normal file
2885
neo4j_csv/nodes_Molecular_Function.csv
Normal file
File diff suppressed because it is too large
Load Diff
1823
neo4j_csv/nodes_Pathway.csv
Normal file
1823
neo4j_csv/nodes_Pathway.csv
Normal file
File diff suppressed because it is too large
Load Diff
346
neo4j_csv/nodes_Pharmacologic_Class.csv
Normal file
346
neo4j_csv/nodes_Pharmacologic_Class.csv
Normal file
@@ -0,0 +1,346 @@
|
||||
id,name,source,license,url,description,chromosome,inchikey,inchi,mesh_id,bto_id,class_type
|
||||
N0000007632,Thyroxine,FDA via DrugCentral,CC BY 4.0,http://purl.bioontology.org/ontology/NDFRT/N0000007632,,,,,,,Chemical/Ingredient
|
||||
N0000011272,Thiazolidinediones,FDA via DrugCentral,CC BY 4.0,http://purl.bioontology.org/ontology/NDFRT/N0000011272,,,,,,,Chemical/Ingredient
|
||||
N0000178477,Decreased Blood Pressure,FDA via DrugCentral,CC BY 4.0,http://purl.bioontology.org/ontology/NDFRT/N0000178477,,,,,,,Physiologic Effect
|
||||
N0000010288,Osmotic Activity,FDA via DrugCentral,CC BY 4.0,http://purl.bioontology.org/ontology/NDFRT/N0000010288,,,,,,,Mechanism of Action
|
||||
N0000190114,Cytochrome P450 3A Inhibitors,FDA via DrugCentral,CC BY 4.0,http://purl.bioontology.org/ontology/NDFRT/N0000190114,,,,,,,Mechanism of Action
|
||||
N0000175799,Dopamine D2 Antagonists,FDA via DrugCentral,CC BY 4.0,http://purl.bioontology.org/ontology/NDFRT/N0000175799,,,,,,,Mechanism of Action
|
||||
N0000000114,Dopamine Uptake Inhibitors,FDA via DrugCentral,CC BY 4.0,http://purl.bioontology.org/ontology/NDFRT/N0000000114,,,,,,,Mechanism of Action
|
||||
N0000175732,Neuromuscular Nondepolarizing Blockade,FDA via DrugCentral,CC BY 4.0,http://purl.bioontology.org/ontology/NDFRT/N0000175732,,,,,,,Physiologic Effect
|
||||
N0000175729,Central Nervous System Stimulation,FDA via DrugCentral,CC BY 4.0,http://purl.bioontology.org/ontology/NDFRT/N0000175729,,,,,,,Physiologic Effect
|
||||
N0000008779,Decreased Parasympathetic Acetylcholine Activity,FDA via DrugCentral,CC BY 4.0,http://purl.bioontology.org/ontology/NDFRT/N0000008779,,,,,,,Physiologic Effect
|
||||
N0000007618,Ergolines,FDA via DrugCentral,CC BY 4.0,http://purl.bioontology.org/ontology/NDFRT/N0000007618,,,,,,,Chemical/Ingredient
|
||||
N0000175654,Gonadotropin Releasing Hormone Receptor Agonists,FDA via DrugCentral,CC BY 4.0,http://purl.bioontology.org/ontology/NDFRT/N0000175654,,,,,,,Mechanism of Action
|
||||
N0000167094,Benzothiazoles,FDA via DrugCentral,CC BY 4.0,http://purl.bioontology.org/ontology/NDFRT/N0000167094,,,,,,,Chemical/Ingredient
|
||||
N0000020024,Sclerosing Activity,FDA via DrugCentral,CC BY 4.0,http://purl.bioontology.org/ontology/NDFRT/N0000020024,,,,,,,Mechanism of Action
|
||||
N0000175379,Arteriolar Vasodilation,FDA via DrugCentral,CC BY 4.0,http://purl.bioontology.org/ontology/NDFRT/N0000175379,,,,,,,Physiologic Effect
|
||||
N0000175764,Serotonin 1d Receptor Agonists,FDA via DrugCentral,CC BY 4.0,http://purl.bioontology.org/ontology/NDFRT/N0000175764,,,,,,,Mechanism of Action
|
||||
N0000175914,Increased Coagulation Factor VIII Activity,FDA via DrugCentral,CC BY 4.0,http://purl.bioontology.org/ontology/NDFRT/N0000175914,,,,,,,Physiologic Effect
|
||||
N0000007151,Folic Acid,FDA via DrugCentral,CC BY 4.0,http://purl.bioontology.org/ontology/NDFRT/N0000007151,,,,,,,Chemical/Ingredient
|
||||
N0000008053,Sulfones,FDA via DrugCentral,CC BY 4.0,http://purl.bioontology.org/ontology/NDFRT/N0000008053,,,,,,,Chemical/Ingredient
|
||||
N0000191267,Cytochrome P450 2D6 Inducers,FDA via DrugCentral,CC BY 4.0,http://purl.bioontology.org/ontology/NDFRT/N0000191267,,,,,,,Mechanism of Action
|
||||
N0000175089,Calcium Chelating Activity,FDA via DrugCentral,CC BY 4.0,http://purl.bioontology.org/ontology/NDFRT/N0000175089,,,,,,,Mechanism of Action
|
||||
N0000008486,Decreased Central Nervous System Disorganized Electrical Activity,FDA via DrugCentral,CC BY 4.0,http://purl.bioontology.org/ontology/NDFRT/N0000008486,,,,,,,Physiologic Effect
|
||||
N0000008479,Decreased Cell Wall Synthesis & Repair,FDA via DrugCentral,CC BY 4.0,http://purl.bioontology.org/ontology/NDFRT/N0000008479,,,,,,,Physiologic Effect
|
||||
N0000009947,Nucleoside Reverse Transcriptase Inhibitors,FDA via DrugCentral,CC BY 4.0,http://purl.bioontology.org/ontology/NDFRT/N0000009947,,,,,,,Mechanism of Action
|
||||
N0000009176,Increased Cellular Death,FDA via DrugCentral,CC BY 4.0,http://purl.bioontology.org/ontology/NDFRT/N0000009176,,,,,,,Physiologic Effect
|
||||
N0000011281,Penicillins,FDA via DrugCentral,CC BY 4.0,http://purl.bioontology.org/ontology/NDFRT/N0000011281,,,,,,,Chemical/Ingredient
|
||||
N0000000070,Angiotensin 2 Receptor Antagonists,FDA via DrugCentral,CC BY 4.0,http://purl.bioontology.org/ontology/NDFRT/N0000000070,,,,,,,Mechanism of Action
|
||||
N0000175087,Urease Inhibitors,FDA via DrugCentral,CC BY 4.0,http://purl.bioontology.org/ontology/NDFRT/N0000175087,,,,,,,Mechanism of Action
|
||||
N0000185007,Adrenergic beta3-Agonists,FDA via DrugCentral,CC BY 4.0,http://purl.bioontology.org/ontology/NDFRT/N0000185007,,,,,,,Mechanism of Action
|
||||
N0000000083,Leukotriene Receptor Antagonists,FDA via DrugCentral,CC BY 4.0,http://purl.bioontology.org/ontology/NDFRT/N0000000083,,,,,,,Mechanism of Action
|
||||
N0000191264,P-Glycoprotein Inducers,FDA via DrugCentral,CC BY 4.0,http://purl.bioontology.org/ontology/NDFRT/N0000191264,,,,,,,Mechanism of Action
|
||||
N0000011414,Ketolides,FDA via DrugCentral,CC BY 4.0,http://purl.bioontology.org/ontology/NDFRT/N0000011414,,,,,,,Chemical/Ingredient
|
||||
N0000007647,Nitrates,FDA via DrugCentral,CC BY 4.0,http://purl.bioontology.org/ontology/NDFRT/N0000007647,,,,,,,Chemical/Ingredient
|
||||
N0000187062,Cytochrome P450 2C8 Inhibitors,FDA via DrugCentral,CC BY 4.0,http://purl.bioontology.org/ontology/NDFRT/N0000187062,,,,,,,Mechanism of Action
|
||||
N0000006277,Vitamin D,FDA via DrugCentral,CC BY 4.0,http://purl.bioontology.org/ontology/NDFRT/N0000006277,,,,,,,Chemical/Ingredient
|
||||
N0000191272,UGT1A1 Inhibitors,FDA via DrugCentral,CC BY 4.0,http://purl.bioontology.org/ontology/NDFRT/N0000191272,,,,,,,Mechanism of Action
|
||||
N0000175915,Increased Coagulation Factor VIII Concentration,FDA via DrugCentral,CC BY 4.0,http://purl.bioontology.org/ontology/NDFRT/N0000175915,,,,,,,Physiologic Effect
|
||||
N0000175960,Increased Glutathione Concentration,FDA via DrugCentral,CC BY 4.0,http://purl.bioontology.org/ontology/NDFRT/N0000175960,,,,,,,Physiologic Effect
|
||||
N0000008953,Decreased Striated Muscle Contraction,FDA via DrugCentral,CC BY 4.0,http://purl.bioontology.org/ontology/NDFRT/N0000008953,,,,,,,Physiologic Effect
|
||||
N0000010262,Neurokinin 1 Antagonists,FDA via DrugCentral,CC BY 4.0,http://purl.bioontology.org/ontology/NDFRT/N0000010262,,,,,,,Mechanism of Action
|
||||
N0000009282,Increased Dopamine Activity,FDA via DrugCentral,CC BY 4.0,http://purl.bioontology.org/ontology/NDFRT/N0000009282,,,,,,,Physiologic Effect
|
||||
N0000182138,Cytochrome P450 1A2 Inhibitors,FDA via DrugCentral,CC BY 4.0,http://purl.bioontology.org/ontology/NDFRT/N0000182138,,,,,,,Mechanism of Action
|
||||
N0000175359,Increased Diuresis,FDA via DrugCentral,CC BY 4.0,http://purl.bioontology.org/ontology/NDFRT/N0000175359,,,,,,,Physiologic Effect
|
||||
N0000187063,Cytochrome P450 2C8 Inducers,FDA via DrugCentral,CC BY 4.0,http://purl.bioontology.org/ontology/NDFRT/N0000187063,,,,,,,Mechanism of Action
|
||||
N0000175512,Methylated Sulfonamides,FDA via DrugCentral,CC BY 4.0,http://purl.bioontology.org/ontology/NDFRT/N0000175512,,,,,,,Chemical/Ingredient
|
||||
N0000190111,Organic Anion Transporter 3 Inhibitors,FDA via DrugCentral,CC BY 4.0,http://purl.bioontology.org/ontology/NDFRT/N0000190111,,,,,,,Mechanism of Action
|
||||
N0000006999,Urea,FDA via DrugCentral,CC BY 4.0,http://purl.bioontology.org/ontology/NDFRT/N0000006999,,,,,,,Chemical/Ingredient
|
||||
N0000191265,Organic Cation Transporter 1 Inhibitors,FDA via DrugCentral,CC BY 4.0,http://purl.bioontology.org/ontology/NDFRT/N0000191265,,,,,,,Mechanism of Action
|
||||
N0000000160,Cyclooxygenase Inhibitors,FDA via DrugCentral,CC BY 4.0,http://purl.bioontology.org/ontology/NDFRT/N0000000160,,,,,,,Mechanism of Action
|
||||
N0000000151,Histamine H2 Receptor Antagonists,FDA via DrugCentral,CC BY 4.0,http://purl.bioontology.org/ontology/NDFRT/N0000000151,,,,,,,Mechanism of Action
|
||||
N0000007544,Phenothiazines,FDA via DrugCentral,CC BY 4.0,http://purl.bioontology.org/ontology/NDFRT/N0000007544,,,,,,,Chemical/Ingredient
|
||||
N0000009948,Non-Nucleoside Reverse Transcriptase Inhibitors,FDA via DrugCentral,CC BY 4.0,http://purl.bioontology.org/ontology/NDFRT/N0000009948,,,,,,,Mechanism of Action
|
||||
N0000007715,Catecholamines,FDA via DrugCentral,CC BY 4.0,http://purl.bioontology.org/ontology/NDFRT/N0000007715,,,,,,,Chemical/Ingredient
|
||||
N0000005760,Aminosalicylic Acids,FDA via DrugCentral,CC BY 4.0,http://purl.bioontology.org/ontology/NDFRT/N0000005760,,,,,,,Chemical/Ingredient
|
||||
N0000175516,RNA Synthetase Inhibitors,FDA via DrugCentral,CC BY 4.0,http://purl.bioontology.org/ontology/NDFRT/N0000175516,,,,,,,Mechanism of Action
|
||||
N0000171207,Porphyrinogens,FDA via DrugCentral,CC BY 4.0,http://purl.bioontology.org/ontology/NDFRT/N0000171207,,,,,,,Chemical/Ingredient
|
||||
N0000008859,Decreased Renal K+ Excretion,FDA via DrugCentral,CC BY 4.0,http://purl.bioontology.org/ontology/NDFRT/N0000008859,,,,,,,Physiologic Effect
|
||||
N0000009371,Increased Large Intestinal Motility,FDA via DrugCentral,CC BY 4.0,http://purl.bioontology.org/ontology/NDFRT/N0000009371,,,,,,,Physiologic Effect
|
||||
N0000009963,Thrombin Inhibitors,FDA via DrugCentral,CC BY 4.0,http://purl.bioontology.org/ontology/NDFRT/N0000009963,,,,,,,Mechanism of Action
|
||||
N0000000116,GABA B Agonists,FDA via DrugCentral,CC BY 4.0,http://purl.bioontology.org/ontology/NDFRT/N0000000116,,,,,,,Mechanism of Action
|
||||
N0000008832,Decreased Platelet Aggregation,FDA via DrugCentral,CC BY 4.0,http://purl.bioontology.org/ontology/NDFRT/N0000008832,,,,,,,Physiologic Effect
|
||||
N0000007659,Nitrogen Mustard Compounds,FDA via DrugCentral,CC BY 4.0,http://purl.bioontology.org/ontology/NDFRT/N0000007659,,,,,,,Chemical/Ingredient
|
||||
N0000000115,Progestational Hormone Receptor Antagonists,FDA via DrugCentral,CC BY 4.0,http://purl.bioontology.org/ontology/NDFRT/N0000000115,,,,,,,Mechanism of Action
|
||||
N0000008836,Decreased Prostaglandin Production,FDA via DrugCentral,CC BY 4.0,http://purl.bioontology.org/ontology/NDFRT/N0000008836,,,,,,,Physiologic Effect
|
||||
N0000184306,Cell-mediated Immunity,FDA via DrugCentral,CC BY 4.0,http://purl.bioontology.org/ontology/NDFRT/N0000184306,,,,,,,Physiologic Effect
|
||||
N0000010259,Ultrasound Contrast Activity,FDA via DrugCentral,CC BY 4.0,http://purl.bioontology.org/ontology/NDFRT/N0000010259,,,,,,,Mechanism of Action
|
||||
N0000008683,Decreased Leukotriene Production,FDA via DrugCentral,CC BY 4.0,http://purl.bioontology.org/ontology/NDFRT/N0000008683,,,,,,,Physiologic Effect
|
||||
N0000175830,Inhibit Ovum Fertilization,FDA via DrugCentral,CC BY 4.0,http://purl.bioontology.org/ontology/NDFRT/N0000175830,,,,,,,Physiologic Effect
|
||||
N0000175080,Aromatase Inhibitors,FDA via DrugCentral,CC BY 4.0,http://purl.bioontology.org/ontology/NDFRT/N0000175080,,,,,,,Mechanism of Action
|
||||
N0000187064,Cytochrome P450 2B6 Inducers,FDA via DrugCentral,CC BY 4.0,http://purl.bioontology.org/ontology/NDFRT/N0000187064,,,,,,,Mechanism of Action
|
||||
N0000175967,Thrombopoietin Receptor Interactions,FDA via DrugCentral,CC BY 4.0,http://purl.bioontology.org/ontology/NDFRT/N0000175967,,,,,,,Mechanism of Action
|
||||
N0000000235,Carbonic Anhydrase Inhibitors,FDA via DrugCentral,CC BY 4.0,http://purl.bioontology.org/ontology/NDFRT/N0000000235,,,,,,,Mechanism of Action
|
||||
N0000006269,Vitamin A,FDA via DrugCentral,CC BY 4.0,http://purl.bioontology.org/ontology/NDFRT/N0000006269,,,,,,,Chemical/Ingredient
|
||||
N0000007909,Psoralens,FDA via DrugCentral,CC BY 4.0,http://purl.bioontology.org/ontology/NDFRT/N0000007909,,,,,,,Chemical/Ingredient
|
||||
N0000175921,Adrenal Steroid Synthesis Inhibitors,FDA via DrugCentral,CC BY 4.0,http://purl.bioontology.org/ontology/NDFRT/N0000175921,,,,,,,Mechanism of Action
|
||||
N0000007529,Macrolides,FDA via DrugCentral,CC BY 4.0,http://purl.bioontology.org/ontology/NDFRT/N0000007529,,,,,,,Chemical/Ingredient
|
||||
N0000006996,Cholecalciferol,FDA via DrugCentral,CC BY 4.0,http://purl.bioontology.org/ontology/NDFRT/N0000006996,,,,,,,Chemical/Ingredient
|
||||
N0000009911,Venous Vasodilation,FDA via DrugCentral,CC BY 4.0,http://purl.bioontology.org/ontology/NDFRT/N0000009911,,,,,,,Physiologic Effect
|
||||
N0000185499,Guanylate Cyclase Activators,FDA via DrugCentral,CC BY 4.0,http://purl.bioontology.org/ontology/NDFRT/N0000185499,,,,,,,Mechanism of Action
|
||||
N0000000146,Androgen Receptor Agonists,FDA via DrugCentral,CC BY 4.0,http://purl.bioontology.org/ontology/NDFRT/N0000000146,,,,,,,Mechanism of Action
|
||||
N0000006496,Nicotine,FDA via DrugCentral,CC BY 4.0,http://purl.bioontology.org/ontology/NDFRT/N0000006496,,,,,,,Chemical/Ingredient
|
||||
N0000175808,Hydroxyphenylpyruvate Dioxygenase Inhibitors,FDA via DrugCentral,CC BY 4.0,http://purl.bioontology.org/ontology/NDFRT/N0000175808,,,,,,,Mechanism of Action
|
||||
N0000175728,Central Nervous System Depression,FDA via DrugCentral,CC BY 4.0,http://purl.bioontology.org/ontology/NDFRT/N0000175728,,,,,,,Physiologic Effect
|
||||
N0000007641,Nicotinic Acids,FDA via DrugCentral,CC BY 4.0,http://purl.bioontology.org/ontology/NDFRT/N0000007641,,,,,,,Chemical/Ingredient
|
||||
N0000007568,Oxazolidinones,FDA via DrugCentral,CC BY 4.0,http://purl.bioontology.org/ontology/NDFRT/N0000007568,,,,,,,Chemical/Ingredient
|
||||
N0000175850,Melanin Synthesis Inhibitors,FDA via DrugCentral,CC BY 4.0,http://purl.bioontology.org/ontology/NDFRT/N0000175850,,,,,,,Mechanism of Action
|
||||
N0000190482,Phenylalanine Hydroxylase Activators,FDA via DrugCentral,CC BY 4.0,http://purl.bioontology.org/ontology/NDFRT/N0000190482,,,,,,,Mechanism of Action
|
||||
N0000170119,PPAR gamma,FDA via DrugCentral,CC BY 4.0,http://purl.bioontology.org/ontology/NDFRT/N0000170119,,,,,,,Chemical/Ingredient
|
||||
N0000009456,Increased Norepinephrine Activity,FDA via DrugCentral,CC BY 4.0,http://purl.bioontology.org/ontology/NDFRT/N0000009456,,,,,,,Physiologic Effect
|
||||
N0000000206,Xanthine Oxidase Inhibitors,FDA via DrugCentral,CC BY 4.0,http://purl.bioontology.org/ontology/NDFRT/N0000000206,,,,,,,Mechanism of Action
|
||||
N0000009871,Stimulation Large Intestine Fluid/Electrolyte Secretion,FDA via DrugCentral,CC BY 4.0,http://purl.bioontology.org/ontology/NDFRT/N0000009871,,,,,,,Physiologic Effect
|
||||
N0000009724,Inhibition Gastric Acid Secretion,FDA via DrugCentral,CC BY 4.0,http://purl.bioontology.org/ontology/NDFRT/N0000009724,,,,,,,Physiologic Effect
|
||||
N0000000183,Acetyl Aldehyde Dehydrogenase Inhibitors,FDA via DrugCentral,CC BY 4.0,http://purl.bioontology.org/ontology/NDFRT/N0000000183,,,,,,,Mechanism of Action
|
||||
N0000009269,Increased Cytokine Production,FDA via DrugCentral,CC BY 4.0,http://purl.bioontology.org/ontology/NDFRT/N0000009269,,,,,,,Physiologic Effect
|
||||
N0000175073,Platinum-containing Compounds,FDA via DrugCentral,CC BY 4.0,http://purl.bioontology.org/ontology/NDFRT/N0000175073,,,,,,,Chemical/Ingredient
|
||||
N0000000207,Histamine Receptor Antagonists,FDA via DrugCentral,CC BY 4.0,http://purl.bioontology.org/ontology/NDFRT/N0000000207,,,,,,,Mechanism of Action
|
||||
N0000175817,Serotonin 3 Receptor Antagonists,FDA via DrugCentral,CC BY 4.0,http://purl.bioontology.org/ontology/NDFRT/N0000175817,,,,,,,Mechanism of Action
|
||||
N0000175635,Factor Xa Inhibitors,FDA via DrugCentral,CC BY 4.0,http://purl.bioontology.org/ontology/NDFRT/N0000175635,,,,,,,Mechanism of Action
|
||||
N0000007822,Polymyxins,FDA via DrugCentral,CC BY 4.0,http://purl.bioontology.org/ontology/NDFRT/N0000007822,,,,,,,Chemical/Ingredient
|
||||
N0000007542,Benzodiazepines,FDA via DrugCentral,CC BY 4.0,http://purl.bioontology.org/ontology/NDFRT/N0000007542,,,,,,,Chemical/Ingredient
|
||||
N0000006801,Bile Acids and Salts,FDA via DrugCentral,CC BY 4.0,http://purl.bioontology.org/ontology/NDFRT/N0000006801,,,,,,,Chemical/Ingredient
|
||||
N0000009801,Photosensitizing Activity,FDA via DrugCentral,CC BY 4.0,http://purl.bioontology.org/ontology/NDFRT/N0000009801,,,,,,,Physiologic Effect
|
||||
N0000000102,Norepinephrine Uptake Inhibitors,FDA via DrugCentral,CC BY 4.0,http://purl.bioontology.org/ontology/NDFRT/N0000000102,,,,,,,Mechanism of Action
|
||||
N0000191280,Lipoglycopeptides,FDA via DrugCentral,CC BY 4.0,http://purl.bioontology.org/ontology/NDFRT/N0000191280,,,,,,,Chemical/Ingredient
|
||||
N0000009526,Increased Prostaglandin Activity,FDA via DrugCentral,CC BY 4.0,http://purl.bioontology.org/ontology/NDFRT/N0000009526,,,,,,,Physiologic Effect
|
||||
N0000011310,Aldosterone Antagonists,FDA via DrugCentral,CC BY 4.0,http://purl.bioontology.org/ontology/NDFRT/N0000011310,,,,,,,Mechanism of Action
|
||||
N0000000154,Opioid Antagonists,FDA via DrugCentral,CC BY 4.0,http://purl.bioontology.org/ontology/NDFRT/N0000000154,,,,,,,Mechanism of Action
|
||||
N0000007196,Iodine,FDA via DrugCentral,CC BY 4.0,http://purl.bioontology.org/ontology/NDFRT/N0000007196,,,,,,,Chemical/Ingredient
|
||||
N0000182137,Cytochrome P450 2D6 Inhibitors,FDA via DrugCentral,CC BY 4.0,http://purl.bioontology.org/ontology/NDFRT/N0000182137,,,,,,,Mechanism of Action
|
||||
N0000007522,Allylamine,FDA via DrugCentral,CC BY 4.0,http://purl.bioontology.org/ontology/NDFRT/N0000007522,,,,,,,Chemical/Ingredient
|
||||
N0000020081,Increased Calcium-sensing Receptor Sensitivity,FDA via DrugCentral,CC BY 4.0,http://purl.bioontology.org/ontology/NDFRT/N0000020081,,,,,,,Mechanism of Action
|
||||
N0000175755,DOPA Decarboxylase Inhibitors,FDA via DrugCentral,CC BY 4.0,http://purl.bioontology.org/ontology/NDFRT/N0000175755,,,,,,,Mechanism of Action
|
||||
N0000191274,UGT2B15 Inhibitors,FDA via DrugCentral,CC BY 4.0,http://purl.bioontology.org/ontology/NDFRT/N0000191274,,,,,,,Mechanism of Action
|
||||
N0000007780,Vinca Alkaloids,FDA via DrugCentral,CC BY 4.0,http://purl.bioontology.org/ontology/NDFRT/N0000007780,,,,,,,Chemical/Ingredient
|
||||
N0000175450,Corticosteroid Hormone Receptor Agonists,FDA via DrugCentral,CC BY 4.0,http://purl.bioontology.org/ontology/NDFRT/N0000175450,,,,,,,Mechanism of Action
|
||||
N0000000150,Protein Synthesis Inhibitors,FDA via DrugCentral,CC BY 4.0,http://purl.bioontology.org/ontology/NDFRT/N0000000150,,,,,,,Mechanism of Action
|
||||
N0000175686,Competitive Opioid Antagonists,FDA via DrugCentral,CC BY 4.0,http://purl.bioontology.org/ontology/NDFRT/N0000175686,,,,,,,Mechanism of Action
|
||||
N0000000174,Opioid Agonists,FDA via DrugCentral,CC BY 4.0,http://purl.bioontology.org/ontology/NDFRT/N0000000174,,,,,,,Mechanism of Action
|
||||
N0000006688,Carnitine,FDA via DrugCentral,CC BY 4.0,http://purl.bioontology.org/ontology/NDFRT/N0000006688,,,,,,,Chemical/Ingredient
|
||||
N0000175375,Peroxisome Proliferator-activated Receptor alpha Agonists,FDA via DrugCentral,CC BY 4.0,http://purl.bioontology.org/ontology/NDFRT/N0000175375,,,,,,,Mechanism of Action
|
||||
N0000010217,Photoabsorption,FDA via DrugCentral,CC BY 4.0,http://purl.bioontology.org/ontology/NDFRT/N0000010217,,,,,,,Mechanism of Action
|
||||
N0000175788,Adenosine Receptor Agonists,FDA via DrugCentral,CC BY 4.0,http://purl.bioontology.org/ontology/NDFRT/N0000175788,,,,,,,Mechanism of Action
|
||||
N0000175644,Decreased Autonomic Ganglionic Activity,FDA via DrugCentral,CC BY 4.0,http://purl.bioontology.org/ontology/NDFRT/N0000175644,,,,,,,Physiologic Effect
|
||||
N0000184148,Smoothened Receptor Antagonists,FDA via DrugCentral,CC BY 4.0,http://purl.bioontology.org/ontology/NDFRT/N0000184148,,,,,,,Mechanism of Action
|
||||
N0000175763,Serotonin 1b Receptor Agonists,FDA via DrugCentral,CC BY 4.0,http://purl.bioontology.org/ontology/NDFRT/N0000175763,,,,,,,Mechanism of Action
|
||||
N0000009905,Vascular Sclerosing Activity,FDA via DrugCentral,CC BY 4.0,http://purl.bioontology.org/ontology/NDFRT/N0000009905,,,,,,,Physiologic Effect
|
||||
N0000175075,Proteasome Inhibitors,FDA via DrugCentral,CC BY 4.0,http://purl.bioontology.org/ontology/NDFRT/N0000175075,,,,,,,Mechanism of Action
|
||||
N0000007698,Biguanides,FDA via DrugCentral,CC BY 4.0,http://purl.bioontology.org/ontology/NDFRT/N0000007698,,,,,,,Chemical/Ingredient
|
||||
N0000009393,Increased Medullary Respiratory Drive,FDA via DrugCentral,CC BY 4.0,http://purl.bioontology.org/ontology/NDFRT/N0000009393,,,,,,,Physiologic Effect
|
||||
N0000008016,Barbiturates,FDA via DrugCentral,CC BY 4.0,http://purl.bioontology.org/ontology/NDFRT/N0000008016,,,,,,,Chemical/Ingredient
|
||||
N0000190109,Organic Anion Transporting Polypeptide 2B1 Inhibitors,FDA via DrugCentral,CC BY 4.0,http://purl.bioontology.org/ontology/NDFRT/N0000190109,,,,,,,Mechanism of Action
|
||||
N0000000104,Cholinergic Muscarinic Agonists,FDA via DrugCentral,CC BY 4.0,http://purl.bioontology.org/ontology/NDFRT/N0000000104,,,,,,,Mechanism of Action
|
||||
N0000008065,Purines,FDA via DrugCentral,CC BY 4.0,http://purl.bioontology.org/ontology/NDFRT/N0000008065,,,,,,,Chemical/Ingredient
|
||||
N0000180999,Angiotensin 2 Type 1 Receptor Antagonists,FDA via DrugCentral,CC BY 4.0,http://purl.bioontology.org/ontology/NDFRT/N0000180999,,,,,,,Mechanism of Action
|
||||
N0000175086,Phosphodiesterase 3 Inhibitors,FDA via DrugCentral,CC BY 4.0,http://purl.bioontology.org/ontology/NDFRT/N0000175086,,,,,,,Mechanism of Action
|
||||
N0000175970,Increased Platelet Production,FDA via DrugCentral,CC BY 4.0,http://purl.bioontology.org/ontology/NDFRT/N0000175970,,,,,,,Physiologic Effect
|
||||
N0000191278,UGT1A9 Inhibitors,FDA via DrugCentral,CC BY 4.0,http://purl.bioontology.org/ontology/NDFRT/N0000191278,,,,,,,Mechanism of Action
|
||||
N0000009917,Adrenergic alpha1-Agonists,FDA via DrugCentral,CC BY 4.0,http://purl.bioontology.org/ontology/NDFRT/N0000009917,,,,,,,Mechanism of Action
|
||||
N0000020026,Phosphodiesterase 5 Inhibitors,FDA via DrugCentral,CC BY 4.0,http://purl.bioontology.org/ontology/NDFRT/N0000020026,,,,,,,Mechanism of Action
|
||||
N0000175632,Decreased Fibrinolysis,FDA via DrugCentral,CC BY 4.0,http://purl.bioontology.org/ontology/NDFRT/N0000175632,,,,,,,Physiologic Effect
|
||||
N0000184145,Chloride Channel Activation Potentiators,FDA via DrugCentral,CC BY 4.0,http://purl.bioontology.org/ontology/NDFRT/N0000184145,,,,,,,Mechanism of Action
|
||||
N0000190118,Cytochrome P450 3A Inducers,FDA via DrugCentral,CC BY 4.0,http://purl.bioontology.org/ontology/NDFRT/N0000190118,,,,,,,Mechanism of Action
|
||||
N0000020074,Phosphate Chelating Activity,FDA via DrugCentral,CC BY 4.0,http://purl.bioontology.org/ontology/NDFRT/N0000020074,,,,,,,Mechanism of Action
|
||||
N0000008217,Azoles,FDA via DrugCentral,CC BY 4.0,http://purl.bioontology.org/ontology/NDFRT/N0000008217,,,,,,,Chemical/Ingredient
|
||||
N0000175547,Reduction Activity,FDA via DrugCentral,CC BY 4.0,http://purl.bioontology.org/ontology/NDFRT/N0000175547,,,,,,,Mechanism of Action
|
||||
N0000175917,Thyroid Hormone Synthesis Inhibitors,FDA via DrugCentral,CC BY 4.0,http://purl.bioontology.org/ontology/NDFRT/N0000175917,,,,,,,Mechanism of Action
|
||||
N0000167510,"Estrogens, Conjugated (USP)",FDA via DrugCentral,CC BY 4.0,http://purl.bioontology.org/ontology/NDFRT/N0000167510,,,,,,,Chemical/Ingredient
|
||||
N0000166743,Esters,FDA via DrugCentral,CC BY 4.0,http://purl.bioontology.org/ontology/NDFRT/N0000166743,,,,,,,Chemical/Ingredient
|
||||
N0000182960,Phosphodiesterase 4 Inhibitors,FDA via DrugCentral,CC BY 4.0,http://purl.bioontology.org/ontology/NDFRT/N0000182960,,,,,,,Mechanism of Action
|
||||
N0000175969,Increased Megakaryocyte Maturation,FDA via DrugCentral,CC BY 4.0,http://purl.bioontology.org/ontology/NDFRT/N0000175969,,,,,,,Physiologic Effect
|
||||
N0000175076,Protein Kinase Inhibitors,FDA via DrugCentral,CC BY 4.0,http://purl.bioontology.org/ontology/NDFRT/N0000175076,,,,,,,Mechanism of Action
|
||||
N0000186778,Microsomal Triglyceride Transfer Protein Inhibitors,FDA via DrugCentral,CC BY 4.0,http://purl.bioontology.org/ontology/NDFRT/N0000186778,,,,,,,Mechanism of Action
|
||||
N0000000166,alpha Glucosidase Inhibitors,FDA via DrugCentral,CC BY 4.0,http://purl.bioontology.org/ontology/NDFRT/N0000000166,,,,,,,Mechanism of Action
|
||||
N0000007961,"Heparin, Low-Molecular-Weight",FDA via DrugCentral,CC BY 4.0,http://purl.bioontology.org/ontology/NDFRT/N0000007961,,,,,,,Chemical/Ingredient
|
||||
N0000175513,Dipeptidase Inhibitors,FDA via DrugCentral,CC BY 4.0,http://purl.bioontology.org/ontology/NDFRT/N0000175513,,,,,,,Mechanism of Action
|
||||
N0000000191,Dihydrofolate Reductase Inhibitors,FDA via DrugCentral,CC BY 4.0,http://purl.bioontology.org/ontology/NDFRT/N0000000191,,,,,,,Mechanism of Action
|
||||
N0000185504,Cytochrome P450 2C9 Inhibitors,FDA via DrugCentral,CC BY 4.0,http://purl.bioontology.org/ontology/NDFRT/N0000185504,,,,,,,Mechanism of Action
|
||||
N0000007570,Pyridines,FDA via DrugCentral,CC BY 4.0,http://purl.bioontology.org/ontology/NDFRT/N0000007570,,,,,,,Chemical/Ingredient
|
||||
N0000175862,Magnetic Resonance Contrast Activity,FDA via DrugCentral,CC BY 4.0,http://purl.bioontology.org/ontology/NDFRT/N0000175862,,,,,,,Mechanism of Action
|
||||
N0000191258,RNA Replicase Inhibitors,FDA via DrugCentral,CC BY 4.0,http://purl.bioontology.org/ontology/NDFRT/N0000191258,,,,,,,Mechanism of Action
|
||||
N0000175459,Nucleoside Analog,FDA via DrugCentral,CC BY 4.0,http://purl.bioontology.org/ontology/NDFRT/N0000175459,,,,,,,Chemical/Ingredient
|
||||
N0000178324,Increased Hematopoietic Stem Cell Mobilization,FDA via DrugCentral,CC BY 4.0,http://purl.bioontology.org/ontology/NDFRT/N0000178324,,,,,,,Physiologic Effect
|
||||
N0000011418,Streptogramins,FDA via DrugCentral,CC BY 4.0,http://purl.bioontology.org/ontology/NDFRT/N0000011418,,,,,,,Chemical/Ingredient
|
||||
N0000182140,Cytochrome P450 2C19 Inhibitors,FDA via DrugCentral,CC BY 4.0,http://purl.bioontology.org/ontology/NDFRT/N0000182140,,,,,,,Mechanism of Action
|
||||
N0000175370,Cholinergic Antagonists,FDA via DrugCentral,CC BY 4.0,http://purl.bioontology.org/ontology/NDFRT/N0000175370,,,,,,,Mechanism of Action
|
||||
N0000008553,Decreased Cholesterol Absorption,FDA via DrugCentral,CC BY 4.0,http://purl.bioontology.org/ontology/NDFRT/N0000008553,,,,,,,Physiologic Effect
|
||||
N0000007620,Ergot Alkaloids,FDA via DrugCentral,CC BY 4.0,http://purl.bioontology.org/ontology/NDFRT/N0000007620,,,,,,,Chemical/Ingredient
|
||||
N0000007948,Tetracyclines,FDA via DrugCentral,CC BY 4.0,http://purl.bioontology.org/ontology/NDFRT/N0000007948,,,,,,,Chemical/Ingredient
|
||||
N0000000190,Histamine H1 Receptor Antagonists,FDA via DrugCentral,CC BY 4.0,http://purl.bioontology.org/ontology/NDFRT/N0000000190,,,,,,,Mechanism of Action
|
||||
N0000008330,Cardiac Rhythm Alteration,FDA via DrugCentral,CC BY 4.0,http://purl.bioontology.org/ontology/NDFRT/N0000008330,,,,,,,Physiologic Effect
|
||||
N0000008054,Sulfonylurea Compounds,FDA via DrugCentral,CC BY 4.0,http://purl.bioontology.org/ontology/NDFRT/N0000008054,,,,,,,Chemical/Ingredient
|
||||
N0000007770,Deoxyuridine,FDA via DrugCentral,CC BY 4.0,http://purl.bioontology.org/ontology/NDFRT/N0000007770,,,,,,,Chemical/Ingredient
|
||||
N0000000122,Adrenergic Agonists,FDA via DrugCentral,CC BY 4.0,http://purl.bioontology.org/ontology/NDFRT/N0000000122,,,,,,,Mechanism of Action
|
||||
N0000000202,beta Lactamase Inhibitors,FDA via DrugCentral,CC BY 4.0,http://purl.bioontology.org/ontology/NDFRT/N0000000202,,,,,,,Mechanism of Action
|
||||
N0000007707,Diphosphonates,FDA via DrugCentral,CC BY 4.0,http://purl.bioontology.org/ontology/NDFRT/N0000007707,,,,,,,Chemical/Ingredient
|
||||
N0000191423,Multidrug and Toxin Extrusion Transporter 1 Inhibitors,FDA via DrugCentral,CC BY 4.0,http://purl.bioontology.org/ontology/NDFRT/N0000191423,,,,,,,Mechanism of Action
|
||||
N0000175965,Increased Prothrombin Activity,FDA via DrugCentral,CC BY 4.0,http://purl.bioontology.org/ontology/NDFRT/N0000175965,,,,,,,Physiologic Effect
|
||||
N0000009022,Digestive/GI System Activity Alteration,FDA via DrugCentral,CC BY 4.0,http://purl.bioontology.org/ontology/NDFRT/N0000009022,,,,,,,Physiologic Effect
|
||||
N0000007530,Anthracyclines,FDA via DrugCentral,CC BY 4.0,http://purl.bioontology.org/ontology/NDFRT/N0000007530,,,,,,,Chemical/Ingredient
|
||||
N0000006165,Triiodothyronine,FDA via DrugCentral,CC BY 4.0,http://purl.bioontology.org/ontology/NDFRT/N0000006165,,,,,,,Chemical/Ingredient
|
||||
N0000008853,Decreased RNA Replication,FDA via DrugCentral,CC BY 4.0,http://purl.bioontology.org/ontology/NDFRT/N0000008853,,,,,,,Physiologic Effect
|
||||
N0000175975,General Anesthesia,FDA via DrugCentral,CC BY 4.0,http://purl.bioontology.org/ontology/NDFRT/N0000175975,,,,,,,Physiologic Effect
|
||||
N0000006014,Pyrethrins,FDA via DrugCentral,CC BY 4.0,http://purl.bioontology.org/ontology/NDFRT/N0000006014,,,,,,,Chemical/Ingredient
|
||||
N0000000069,Calcium Channel Antagonists,FDA via DrugCentral,CC BY 4.0,http://purl.bioontology.org/ontology/NDFRT/N0000000069,,,,,,,Mechanism of Action
|
||||
N0000008732,Decreased Mitosis,FDA via DrugCentral,CC BY 4.0,http://purl.bioontology.org/ontology/NDFRT/N0000008732,,,,,,,Physiologic Effect
|
||||
N0000000168,Selective Estrogen Receptor Modulators,FDA via DrugCentral,CC BY 4.0,http://purl.bioontology.org/ontology/NDFRT/N0000000168,,,,,,,Mechanism of Action
|
||||
N0000009267,Increased Cytokine Activity,FDA via DrugCentral,CC BY 4.0,http://purl.bioontology.org/ontology/NDFRT/N0000009267,,,,,,,Physiologic Effect
|
||||
N0000006320,Vasopressins,FDA via DrugCentral,CC BY 4.0,http://purl.bioontology.org/ontology/NDFRT/N0000006320,,,,,,,Chemical/Ingredient
|
||||
N0000011311,Monobactams,FDA via DrugCentral,CC BY 4.0,http://purl.bioontology.org/ontology/NDFRT/N0000011311,,,,,,,Chemical/Ingredient
|
||||
N0000187061,Organic Cation Transporter 2 Inhibitors,FDA via DrugCentral,CC BY 4.0,http://purl.bioontology.org/ontology/NDFRT/N0000187061,,,,,,,Mechanism of Action
|
||||
N0000000209,Adrenergic alpha-Agonists,FDA via DrugCentral,CC BY 4.0,http://purl.bioontology.org/ontology/NDFRT/N0000000209,,,,,,,Mechanism of Action
|
||||
N0000007621,Ergotamines,FDA via DrugCentral,CC BY 4.0,http://purl.bioontology.org/ontology/NDFRT/N0000007621,,,,,,,Chemical/Ingredient
|
||||
N0000175508,Lipopeptides,FDA via DrugCentral,CC BY 4.0,http://purl.bioontology.org/ontology/NDFRT/N0000175508,,,,,,,Chemical/Ingredient
|
||||
N0000175702,Partial Cholinergic Nicotinic Agonists,FDA via DrugCentral,CC BY 4.0,http://purl.bioontology.org/ontology/NDFRT/N0000175702,,,,,,,Mechanism of Action
|
||||
N0000007681,Amides,FDA via DrugCentral,CC BY 4.0,http://purl.bioontology.org/ontology/NDFRT/N0000007681,,,,,,,Chemical/Ingredient
|
||||
N0000182728,Potassium Channel Openers,FDA via DrugCentral,CC BY 4.0,http://purl.bioontology.org/ontology/NDFRT/N0000182728,,,,,,,Mechanism of Action
|
||||
N0000000236,Alkylating Activity,FDA via DrugCentral,CC BY 4.0,http://purl.bioontology.org/ontology/NDFRT/N0000000236,,,,,,,Mechanism of Action
|
||||
N0000182638,HCV NS3/4A Protease Inhibitors,FDA via DrugCentral,CC BY 4.0,http://purl.bioontology.org/ontology/NDFRT/N0000182638,,,,,,,Mechanism of Action
|
||||
N0000007566,Benzylamines,FDA via DrugCentral,CC BY 4.0,http://purl.bioontology.org/ontology/NDFRT/N0000007566,,,,,,,Chemical/Ingredient
|
||||
N0000178478,Increased Blood Pressure,FDA via DrugCentral,CC BY 4.0,http://purl.bioontology.org/ontology/NDFRT/N0000178478,,,,,,,Physiologic Effect
|
||||
N0000009923,Adrenergic beta1-Antagonists,FDA via DrugCentral,CC BY 4.0,http://purl.bioontology.org/ontology/NDFRT/N0000009923,,,,,,,Mechanism of Action
|
||||
N0000170118,PPAR alpha,FDA via DrugCentral,CC BY 4.0,http://purl.bioontology.org/ontology/NDFRT/N0000170118,,,,,,,Chemical/Ingredient
|
||||
N0000007893,Glycosaminoglycans,FDA via DrugCentral,CC BY 4.0,http://purl.bioontology.org/ontology/NDFRT/N0000007893,,,,,,,Chemical/Ingredient
|
||||
N0000175445,Chemokine Co-receptor 5 Antagonists,FDA via DrugCentral,CC BY 4.0,http://purl.bioontology.org/ontology/NDFRT/N0000175445,,,,,,,Mechanism of Action
|
||||
N0000175721,Nonsteroidal Anti-inflammatory Compounds,FDA via DrugCentral,CC BY 4.0,http://purl.bioontology.org/ontology/NDFRT/N0000175721,,,,,,,Chemical/Ingredient
|
||||
N0000009945,Antidiuretic Hormone Antagonists,FDA via DrugCentral,CC BY 4.0,http://purl.bioontology.org/ontology/NDFRT/N0000009945,,,,,,,Mechanism of Action
|
||||
N0000007606,Quinolones,FDA via DrugCentral,CC BY 4.0,http://purl.bioontology.org/ontology/NDFRT/N0000007606,,,,,,,Chemical/Ingredient
|
||||
N0000011402,Estradiol Congeners,FDA via DrugCentral,CC BY 4.0,http://purl.bioontology.org/ontology/NDFRT/N0000011402,,,,,,,Chemical/Ingredient
|
||||
N0000166469,Thiazides,FDA via DrugCentral,CC BY 4.0,http://purl.bioontology.org/ontology/NDFRT/N0000166469,,,,,,,Chemical/Ingredient
|
||||
N0000009048,GI Motility Alteration,FDA via DrugCentral,CC BY 4.0,http://purl.bioontology.org/ontology/NDFRT/N0000009048,,,,,,,Physiologic Effect
|
||||
N0000006290,Vitamin K,FDA via DrugCentral,CC BY 4.0,http://purl.bioontology.org/ontology/NDFRT/N0000006290,,,,,,,Chemical/Ingredient
|
||||
N0000008157,Cardiac Glycosides,FDA via DrugCentral,CC BY 4.0,http://purl.bioontology.org/ontology/NDFRT/N0000008157,,,,,,,Chemical/Ingredient
|
||||
N0000191275,UGT1A3 Inhibitors,FDA via DrugCentral,CC BY 4.0,http://purl.bioontology.org/ontology/NDFRT/N0000191275,,,,,,,Mechanism of Action
|
||||
N0000175550,Decreased Immunologic Activity,FDA via DrugCentral,CC BY 4.0,http://purl.bioontology.org/ontology/NDFRT/N0000175550,,,,,,,Physiologic Effect
|
||||
N0000007663,Nitroimidazoles,FDA via DrugCentral,CC BY 4.0,http://purl.bioontology.org/ontology/NDFRT/N0000007663,,,,,,,Chemical/Ingredient
|
||||
N0000011161,Cephalosporins,FDA via DrugCentral,CC BY 4.0,http://purl.bioontology.org/ontology/NDFRT/N0000011161,,,,,,,Chemical/Ingredient
|
||||
N0000175685,Partial Opioid Agonists,FDA via DrugCentral,CC BY 4.0,http://purl.bioontology.org/ontology/NDFRT/N0000175685,,,,,,,Mechanism of Action
|
||||
N0000175372,Appetite Suppression,FDA via DrugCentral,CC BY 4.0,http://purl.bioontology.org/ontology/NDFRT/N0000175372,,,,,,,Physiologic Effect
|
||||
N0000007889,Glycopeptides,FDA via DrugCentral,CC BY 4.0,http://purl.bioontology.org/ontology/NDFRT/N0000007889,,,,,,,Chemical/Ingredient
|
||||
N0000009982,Decreased Sebaceous Gland Activity,FDA via DrugCentral,CC BY 4.0,http://purl.bioontology.org/ontology/NDFRT/N0000009982,,,,,,,Physiologic Effect
|
||||
N0000008556,Decreased Coagulation Factor Activity,FDA via DrugCentral,CC BY 4.0,http://purl.bioontology.org/ontology/NDFRT/N0000008556,,,,,,,Physiologic Effect
|
||||
N0000175085,Microtubule Inhibition,FDA via DrugCentral,CC BY 4.0,http://purl.bioontology.org/ontology/NDFRT/N0000175085,,,,,,,Physiologic Effect
|
||||
N0000000194,Somatostatin Receptor Agonists,FDA via DrugCentral,CC BY 4.0,http://purl.bioontology.org/ontology/NDFRT/N0000000194,,,,,,,Mechanism of Action
|
||||
N0000190855,Vesicular Monoamine Transporter 2 Inhibitors,FDA via DrugCentral,CC BY 4.0,http://purl.bioontology.org/ontology/NDFRT/N0000190855,,,,,,,Mechanism of Action
|
||||
N0000009065,Hematologic Activity Alteration,FDA via DrugCentral,CC BY 4.0,http://purl.bioontology.org/ontology/NDFRT/N0000009065,,,,,,,Physiologic Effect
|
||||
N0000184143,Carbamoyl Phosphate Synthetase 1 Activators,FDA via DrugCentral,CC BY 4.0,http://purl.bioontology.org/ontology/NDFRT/N0000184143,,,,,,,Mechanism of Action
|
||||
N0000175733,Neuromuscular Depolarizing Blockade,FDA via DrugCentral,CC BY 4.0,http://purl.bioontology.org/ontology/NDFRT/N0000175733,,,,,,,Physiologic Effect
|
||||
N0000175436,Neuraminidase Inhibitors,FDA via DrugCentral,CC BY 4.0,http://purl.bioontology.org/ontology/NDFRT/N0000175436,,,,,,,Mechanism of Action
|
||||
N0000191266,Cytochrome P450 1A2 Inducers,FDA via DrugCentral,CC BY 4.0,http://purl.bioontology.org/ontology/NDFRT/N0000191266,,,,,,,Mechanism of Action
|
||||
N0000007246,Estradiol,FDA via DrugCentral,CC BY 4.0,http://purl.bioontology.org/ontology/NDFRT/N0000007246,,,,,,,Chemical/Ingredient
|
||||
N0000007706,Prostaglandins,FDA via DrugCentral,CC BY 4.0,http://purl.bioontology.org/ontology/NDFRT/N0000007706,,,,,,,Chemical/Ingredient
|
||||
N0000000196,GABA A Agonists,FDA via DrugCentral,CC BY 4.0,http://purl.bioontology.org/ontology/NDFRT/N0000000196,,,,,,,Mechanism of Action
|
||||
N0000175542,M2 Protein Inhibitors,FDA via DrugCentral,CC BY 4.0,http://purl.bioontology.org/ontology/NDFRT/N0000175542,,,,,,,Mechanism of Action
|
||||
N0000175624,mTOR Inhibitors,FDA via DrugCentral,CC BY 4.0,http://purl.bioontology.org/ontology/NDFRT/N0000175624,,,,,,,Mechanism of Action
|
||||
N0000175955,5-Lipoxygenase Inhibitors,FDA via DrugCentral,CC BY 4.0,http://purl.bioontology.org/ontology/NDFRT/N0000175955,,,,,,,Mechanism of Action
|
||||
N0000182141,Cytochrome P450 3A4 Inhibitors,FDA via DrugCentral,CC BY 4.0,http://purl.bioontology.org/ontology/NDFRT/N0000182141,,,,,,,Mechanism of Action
|
||||
N0000190115,Cytochrome P450 3A5 Inhibitors,FDA via DrugCentral,CC BY 4.0,http://purl.bioontology.org/ontology/NDFRT/N0000190115,,,,,,,Mechanism of Action
|
||||
N0000175361,Catecholamine Synthesis Inhibitors,FDA via DrugCentral,CC BY 4.0,http://purl.bioontology.org/ontology/NDFRT/N0000175361,,,,,,,Mechanism of Action
|
||||
N0000175460,Non-Nucleoside Analog,FDA via DrugCentral,CC BY 4.0,http://purl.bioontology.org/ontology/NDFRT/N0000175460,,,,,,,Chemical/Ingredient
|
||||
N0000010258,X-Ray Contrast Activity,FDA via DrugCentral,CC BY 4.0,http://purl.bioontology.org/ontology/NDFRT/N0000010258,,,,,,,Mechanism of Action
|
||||
N0000007672,Polyenes,FDA via DrugCentral,CC BY 4.0,http://purl.bioontology.org/ontology/NDFRT/N0000007672,,,,,,,Chemical/Ingredient
|
||||
N0000020000,Receptor Tyrosine Kinase Inhibitors,FDA via DrugCentral,CC BY 4.0,http://purl.bioontology.org/ontology/NDFRT/N0000020000,,,,,,,Mechanism of Action
|
||||
N0000175735,Decreased Striated Muscle Tone,FDA via DrugCentral,CC BY 4.0,http://purl.bioontology.org/ontology/NDFRT/N0000175735,,,,,,,Physiologic Effect
|
||||
N0000007556,Dihydropyridines,FDA via DrugCentral,CC BY 4.0,http://purl.bioontology.org/ontology/NDFRT/N0000007556,,,,,,,Chemical/Ingredient
|
||||
N0000009034,Emesis Suppression,FDA via DrugCentral,CC BY 4.0,http://purl.bioontology.org/ontology/NDFRT/N0000009034,,,,,,,Physiologic Effect
|
||||
N0000008663,Decreased Immunologically Active Molecule Activity,FDA via DrugCentral,CC BY 4.0,http://purl.bioontology.org/ontology/NDFRT/N0000008663,,,,,,,Physiologic Effect
|
||||
N0000175761,Monoamine Oxidase-B Inhibitors,FDA via DrugCentral,CC BY 4.0,http://purl.bioontology.org/ontology/NDFRT/N0000175761,,,,,,,Mechanism of Action
|
||||
N0000190110,Organic Anion Transporter 1 Inhibitors,FDA via DrugCentral,CC BY 4.0,http://purl.bioontology.org/ontology/NDFRT/N0000190110,,,,,,,Mechanism of Action
|
||||
N0000175084,Gonadotropin Releasing Hormone Receptor Antagonists,FDA via DrugCentral,CC BY 4.0,http://purl.bioontology.org/ontology/NDFRT/N0000175084,,,,,,,Mechanism of Action
|
||||
N0000009916,Lipase Inhibitors,FDA via DrugCentral,CC BY 4.0,http://purl.bioontology.org/ontology/NDFRT/N0000009916,,,,,,,Mechanism of Action
|
||||
N0000007683,Organometallic Compounds,FDA via DrugCentral,CC BY 4.0,http://purl.bioontology.org/ontology/NDFRT/N0000007683,,,,,,,Chemical/Ingredient
|
||||
N0000175976,Local Anesthesia,FDA via DrugCentral,CC BY 4.0,http://purl.bioontology.org/ontology/NDFRT/N0000175976,,,,,,,Physiologic Effect
|
||||
N0000175456,Chloride Channel Activators,FDA via DrugCentral,CC BY 4.0,http://purl.bioontology.org/ontology/NDFRT/N0000175456,,,,,,,Mechanism of Action
|
||||
N0000000111,Folic Acid Metabolism Inhibitors,FDA via DrugCentral,CC BY 4.0,http://purl.bioontology.org/ontology/NDFRT/N0000000111,,,,,,,Mechanism of Action
|
||||
N0000009079,Increased Acetylcholine Activity,FDA via DrugCentral,CC BY 4.0,http://purl.bioontology.org/ontology/NDFRT/N0000009079,,,,,,,Physiologic Effect
|
||||
N0000185503,P-Glycoprotein Inhibitors,FDA via DrugCentral,CC BY 4.0,http://purl.bioontology.org/ontology/NDFRT/N0000185503,,,,,,,Mechanism of Action
|
||||
N0000175964,Vitamin K Inhibitors,FDA via DrugCentral,CC BY 4.0,http://purl.bioontology.org/ontology/NDFRT/N0000175964,,,,,,,Mechanism of Action
|
||||
N0000175982,Reversed Anticoagulation Activity,FDA via DrugCentral,CC BY 4.0,http://purl.bioontology.org/ontology/NDFRT/N0000175982,,,,,,,Physiologic Effect
|
||||
N0000175629,Increased Histamine Release,FDA via DrugCentral,CC BY 4.0,http://purl.bioontology.org/ontology/NDFRT/N0000175629,,,,,,,Physiologic Effect
|
||||
N0000166489,Quaternary Ammonium Compounds,FDA via DrugCentral,CC BY 4.0,http://purl.bioontology.org/ontology/NDFRT/N0000166489,,,,,,,Chemical/Ingredient
|
||||
N0000191277,UGT1A6 Inhibitors,FDA via DrugCentral,CC BY 4.0,http://purl.bioontology.org/ontology/NDFRT/N0000191277,,,,,,,Mechanism of Action
|
||||
N0000007700,Retinoids,FDA via DrugCentral,CC BY 4.0,http://purl.bioontology.org/ontology/NDFRT/N0000007700,,,,,,,Chemical/Ingredient
|
||||
N0000009010,Decreased Tracheobronchial Stretch Receptor Activity,FDA via DrugCentral,CC BY 4.0,http://purl.bioontology.org/ontology/NDFRT/N0000009010,,,,,,,Physiologic Effect
|
||||
N0000190107,Organic Anion Transporting Polypeptide 1B1 Inhibitors,FDA via DrugCentral,CC BY 4.0,http://purl.bioontology.org/ontology/NDFRT/N0000190107,,,,,,,Mechanism of Action
|
||||
N0000000109,Serotonin Uptake Inhibitors,FDA via DrugCentral,CC BY 4.0,http://purl.bioontology.org/ontology/NDFRT/N0000000109,,,,,,,Mechanism of Action
|
||||
N0000020060,DNA Polymerase Inhibitors,FDA via DrugCentral,CC BY 4.0,http://purl.bioontology.org/ontology/NDFRT/N0000020060,,,,,,,Mechanism of Action
|
||||
N0000009918,Adrenergic alpha2-Agonists,FDA via DrugCentral,CC BY 4.0,http://purl.bioontology.org/ontology/NDFRT/N0000009918,,,,,,,Mechanism of Action
|
||||
N0000008867,Decreased Respiratory Secretion Viscosity,FDA via DrugCentral,CC BY 4.0,http://purl.bioontology.org/ontology/NDFRT/N0000008867,,,,,,,Physiologic Effect
|
||||
N0000020019,Glucosylceramide Synthase Inhibitors,FDA via DrugCentral,CC BY 4.0,http://purl.bioontology.org/ontology/NDFRT/N0000020019,,,,,,,Mechanism of Action
|
||||
N0000008118,Xanthines,FDA via DrugCentral,CC BY 4.0,http://purl.bioontology.org/ontology/NDFRT/N0000008118,,,,,,,Chemical/Ingredient
|
||||
N0000182147,Sigma-1 Receptor Agonists,FDA via DrugCentral,CC BY 4.0,http://purl.bioontology.org/ontology/NDFRT/N0000182147,,,,,,,Mechanism of Action
|
||||
N0000000144,Iron Chelating Activity,FDA via DrugCentral,CC BY 4.0,http://purl.bioontology.org/ontology/NDFRT/N0000000144,,,,,,,Mechanism of Action
|
||||
N0000008841,Decreased Protein Synthesis,FDA via DrugCentral,CC BY 4.0,http://purl.bioontology.org/ontology/NDFRT/N0000008841,,,,,,,Physiologic Effect
|
||||
N0000006806,Amino Acids,FDA via DrugCentral,CC BY 4.0,http://purl.bioontology.org/ontology/NDFRT/N0000006806,,,,,,,Chemical/Ingredient
|
||||
N0000009059,Genitourinary Arterial Vasodilation,FDA via DrugCentral,CC BY 4.0,http://purl.bioontology.org/ontology/NDFRT/N0000009059,,,,,,,Physiologic Effect
|
||||
N0000175533,Dyes,FDA via DrugCentral,CC BY 4.0,http://purl.bioontology.org/ontology/NDFRT/N0000175533,,,,,,,Mechanism of Action
|
||||
N0000175851,Depigmenting Activity,FDA via DrugCentral,CC BY 4.0,http://purl.bioontology.org/ontology/NDFRT/N0000175851,,,,,,,Physiologic Effect
|
||||
N0000185607,Cytochrome P450 2C19 Inducers,FDA via DrugCentral,CC BY 4.0,http://purl.bioontology.org/ontology/NDFRT/N0000185607,,,,,,,Mechanism of Action
|
||||
N0000175628,Decreased Histamine Release,FDA via DrugCentral,CC BY 4.0,http://purl.bioontology.org/ontology/NDFRT/N0000175628,,,,,,,Physiologic Effect
|
||||
N0000175651,Increased Sympathetic Activity,FDA via DrugCentral,CC BY 4.0,http://purl.bioontology.org/ontology/NDFRT/N0000175651,,,,,,,Physiologic Effect
|
||||
N0000009922,Adrenergic beta2-Agonists,FDA via DrugCentral,CC BY 4.0,http://purl.bioontology.org/ontology/NDFRT/N0000009922,,,,,,,Mechanism of Action
|
||||
N0000185507,Cytochrome P450 2C9 Inducers,FDA via DrugCentral,CC BY 4.0,http://purl.bioontology.org/ontology/NDFRT/N0000185507,,,,,,,Mechanism of Action
|
||||
N0000175650,Decreased Sympathetic Activity,FDA via DrugCentral,CC BY 4.0,http://purl.bioontology.org/ontology/NDFRT/N0000175650,,,,,,,Physiologic Effect
|
||||
N0000191269,UDP Glucuronosyltransferases Inhibitors,FDA via DrugCentral,CC BY 4.0,http://purl.bioontology.org/ontology/NDFRT/N0000191269,,,,,,,Mechanism of Action
|
||||
N0000175472,Metal Chelating Activity,FDA via DrugCentral,CC BY 4.0,http://purl.bioontology.org/ontology/NDFRT/N0000175472,,,,,,,Mechanism of Action
|
||||
N0000007911,Rifamycins,FDA via DrugCentral,CC BY 4.0,http://purl.bioontology.org/ontology/NDFRT/N0000007911,,,,,,,Chemical/Ingredient
|
||||
N0000000125,Cholinergic Muscarinic Antagonists,FDA via DrugCentral,CC BY 4.0,http://purl.bioontology.org/ontology/NDFRT/N0000000125,,,,,,,Mechanism of Action
|
||||
N0000181815,Sphingosine 1-Phosphate Receptor Modulators,FDA via DrugCentral,CC BY 4.0,http://purl.bioontology.org/ontology/NDFRT/N0000181815,,,,,,,Mechanism of Action
|
||||
N0000007710,"Prostaglandins E, Synthetic",FDA via DrugCentral,CC BY 4.0,http://purl.bioontology.org/ontology/NDFRT/N0000007710,,,,,,,Chemical/Ingredient
|
||||
N0000191276,UGT1A4 Inhibitors,FDA via DrugCentral,CC BY 4.0,http://purl.bioontology.org/ontology/NDFRT/N0000191276,,,,,,,Mechanism of Action
|
||||
N0000175833,Acidifying Activity,FDA via DrugCentral,CC BY 4.0,http://purl.bioontology.org/ontology/NDFRT/N0000175833,,,,,,,Mechanism of Action
|
||||
N0000009924,Adrenergic beta2-Antagonists,FDA via DrugCentral,CC BY 4.0,http://purl.bioontology.org/ontology/NDFRT/N0000009924,,,,,,,Mechanism of Action
|
||||
N0000000243,Androgen Receptor Antagonists,FDA via DrugCentral,CC BY 4.0,http://purl.bioontology.org/ontology/NDFRT/N0000000243,,,,,,,Mechanism of Action
|
||||
N0000007983,Hydroxy Acids,FDA via DrugCentral,CC BY 4.0,http://purl.bioontology.org/ontology/NDFRT/N0000007983,,,,,,,Chemical/Ingredient
|
||||
N0000007883,Amphetamines,FDA via DrugCentral,CC BY 4.0,http://purl.bioontology.org/ontology/NDFRT/N0000007883,,,,,,,Chemical/Ingredient
|
||||
N0000175968,Thrombopoietin Receptor Agonists,FDA via DrugCentral,CC BY 4.0,http://purl.bioontology.org/ontology/NDFRT/N0000175968,,,,,,,Mechanism of Action
|
||||
N0000175479,Amphenicols,FDA via DrugCentral,CC BY 4.0,http://purl.bioontology.org/ontology/NDFRT/N0000175479,,,,,,,Chemical/Ingredient
|
||||
N0000006276,Vitamin B 12,FDA via DrugCentral,CC BY 4.0,http://purl.bioontology.org/ontology/NDFRT/N0000006276,,,,,,,Chemical/Ingredient
|
||||
N0000175684,Full Opioid Agonists,FDA via DrugCentral,CC BY 4.0,http://purl.bioontology.org/ontology/NDFRT/N0000175684,,,,,,,Mechanism of Action
|
||||
N0000191273,UGT2B7 Inhibitors,FDA via DrugCentral,CC BY 4.0,http://purl.bioontology.org/ontology/NDFRT/N0000191273,,,,,,,Mechanism of Action
|
||||
N0000171131,Allergens,FDA via DrugCentral,CC BY 4.0,http://purl.bioontology.org/ontology/NDFRT/N0000171131,,,,,,,Chemical/Ingredient
|
||||
N0000182143,P2Y12 Receptor Antagonists,FDA via DrugCentral,CC BY 4.0,http://purl.bioontology.org/ontology/NDFRT/N0000182143,,,,,,,Mechanism of Action
|
||||
N0000186774,Diarylquinolines,FDA via DrugCentral,CC BY 4.0,http://purl.bioontology.org/ontology/NDFRT/N0000186774,,,,,,,Chemical/Ingredient
|
||||
N0000007853,Aminoglycosides,FDA via DrugCentral,CC BY 4.0,http://purl.bioontology.org/ontology/NDFRT/N0000007853,,,,,,,Chemical/Ingredient
|
||||
N0000008478,Decreased Cell Wall Integrity,FDA via DrugCentral,CC BY 4.0,http://purl.bioontology.org/ontology/NDFRT/N0000008478,,,,,,,Physiologic Effect
|
||||
N0000000233,Nucleic Acid Synthesis Inhibitors,FDA via DrugCentral,CC BY 4.0,http://purl.bioontology.org/ontology/NDFRT/N0000000233,,,,,,,Mechanism of Action
|
||||
N0000000239,P-Glycoprotein Interactions,FDA via DrugCentral,CC BY 4.0,http://purl.bioontology.org/ontology/NDFRT/N0000000239,,,,,,,Mechanism of Action
|
||||
N0000000106,Prostaglandin Receptor Agonists,FDA via DrugCentral,CC BY 4.0,http://purl.bioontology.org/ontology/NDFRT/N0000000106,,,,,,,Mechanism of Action
|
||||
N0000011294,Carbapenems,FDA via DrugCentral,CC BY 4.0,http://purl.bioontology.org/ontology/NDFRT/N0000011294,,,,,,,Chemical/Ingredient
|
||||
N0000175442,Lincosamides,FDA via DrugCentral,CC BY 4.0,http://purl.bioontology.org/ontology/NDFRT/N0000175442,,,,,,,Chemical/Ingredient
|
||||
N0000000246,HIV Protease Inhibitors,FDA via DrugCentral,CC BY 4.0,http://purl.bioontology.org/ontology/NDFRT/N0000000246,,,,,,,Mechanism of Action
|
||||
N0000181819,Uncompetitive NMDA Receptor Antagonists,FDA via DrugCentral,CC BY 4.0,http://purl.bioontology.org/ontology/NDFRT/N0000181819,,,,,,,Mechanism of Action
|
||||
N0000175433,pleuromutilin,FDA via DrugCentral,CC BY 4.0,http://purl.bioontology.org/ontology/NDFRT/N0000175433,,,,,,,Chemical/Ingredient
|
||||
N0000175549,Cystine Disulfide Reduction,FDA via DrugCentral,CC BY 4.0,http://purl.bioontology.org/ontology/NDFRT/N0000175549,,,,,,,Mechanism of Action
|
||||
N0000191624,Cytochrome P450 1A Inducers,FDA via DrugCentral,CC BY 4.0,http://purl.bioontology.org/ontology/NDFRT/N0000191624,,,,,,,Mechanism of Action
|
||||
N0000005934,Progesterone,FDA via DrugCentral,CC BY 4.0,http://purl.bioontology.org/ontology/NDFRT/N0000005934,,,,,,,Chemical/Ingredient
|
||||
N0000175912,Dipeptidyl Peptidase 4 Inhibitors,FDA via DrugCentral,CC BY 4.0,http://purl.bioontology.org/ontology/NDFRT/N0000175912,,,,,,,Mechanism of Action
|
||||
N0000185506,Cytochrome P450 3A4 Inducers,FDA via DrugCentral,CC BY 4.0,http://purl.bioontology.org/ontology/NDFRT/N0000185506,,,,,,,Mechanism of Action
|
||||
N0000175448,Potassium Channel Antagonists,FDA via DrugCentral,CC BY 4.0,http://purl.bioontology.org/ontology/NDFRT/N0000175448,,,,,,,Mechanism of Action
|
||||
N0000187058,Sodium-Glucose Transporter 2 Inhibitors,FDA via DrugCentral,CC BY 4.0,http://purl.bioontology.org/ontology/NDFRT/N0000187058,,,,,,,Mechanism of Action
|
||||
N0000008241,Androstanes,FDA via DrugCentral,CC BY 4.0,http://purl.bioontology.org/ontology/NDFRT/N0000008241,,,,,,,Chemical/Ingredient
|
||||
N0000000176,Topoisomerase Inhibitors,FDA via DrugCentral,CC BY 4.0,http://purl.bioontology.org/ontology/NDFRT/N0000000176,,,,,,,Mechanism of Action
|
||||
N0000007888,Bismuth,FDA via DrugCentral,CC BY 4.0,http://purl.bioontology.org/ontology/NDFRT/N0000007888,,,,,,,Chemical/Ingredient
|
||||
N0000175374,Peroxisome Proliferator-activated Receptor Activity,FDA via DrugCentral,CC BY 4.0,http://purl.bioontology.org/ontology/NDFRT/N0000175374,,,,,,,Mechanism of Action
|
||||
N0000190113,Breast Cancer Resistance Protein Inhibitors,FDA via DrugCentral,CC BY 4.0,http://purl.bioontology.org/ontology/NDFRT/N0000190113,,,,,,,Mechanism of Action
|
||||
N0000006337,Ergocalciferols,FDA via DrugCentral,CC BY 4.0,http://purl.bioontology.org/ontology/NDFRT/N0000006337,,,,,,,Chemical/Ingredient
|
||||
N0000175469,Pyrophosphate Analog,FDA via DrugCentral,CC BY 4.0,http://purl.bioontology.org/ontology/NDFRT/N0000175469,,,,,,,Chemical/Ingredient
|
||||
N0000000250,Melatonin Receptor Agonists,FDA via DrugCentral,CC BY 4.0,http://purl.bioontology.org/ontology/NDFRT/N0000000250,,,,,,,Mechanism of Action
|
||||
N0000175365,Bile-acid Binding Activity,FDA via DrugCentral,CC BY 4.0,http://purl.bioontology.org/ontology/NDFRT/N0000175365,,,,,,,Mechanism of Action
|
||||
N0000175730,Centrally-mediated Muscle Relaxation,FDA via DrugCentral,CC BY 4.0,http://purl.bioontology.org/ontology/NDFRT/N0000175730,,,,,,,Physiologic Effect
|
||||
N0000175366,Increased Diuresis at Loop of Henle,FDA via DrugCentral,CC BY 4.0,http://purl.bioontology.org/ontology/NDFRT/N0000175366,,,,,,,Physiologic Effect
|
||||
N0000008010,Cannabinoids,FDA via DrugCentral,CC BY 4.0,http://purl.bioontology.org/ontology/NDFRT/N0000008010,,,,,,,Chemical/Ingredient
|
||||
N0000007658,Nitrofurans,FDA via DrugCentral,CC BY 4.0,http://purl.bioontology.org/ontology/NDFRT/N0000007658,,,,,,,Chemical/Ingredient
|
||||
N0000020015,NMDA Receptor Antagonists,FDA via DrugCentral,CC BY 4.0,http://purl.bioontology.org/ontology/NDFRT/N0000020015,,,,,,,Mechanism of Action
|
||||
N0000009909,Vasodilation,FDA via DrugCentral,CC BY 4.0,http://purl.bioontology.org/ontology/NDFRT/N0000009909,,,,,,,Physiologic Effect
|
||||
N0000182139,Cytochrome P450 2B6 Inhibitors,FDA via DrugCentral,CC BY 4.0,http://purl.bioontology.org/ontology/NDFRT/N0000182139,,,,,,,Mechanism of Action
|
||||
N0000175962,Lead Chelating Activity,FDA via DrugCentral,CC BY 4.0,http://purl.bioontology.org/ontology/NDFRT/N0000175962,,,,,,,Mechanism of Action
|
||||
N0000011301,Progesterone Congeners,FDA via DrugCentral,CC BY 4.0,http://purl.bioontology.org/ontology/NDFRT/N0000011301,,,,,,,Chemical/Ingredient
|
||||
N0000008638,Decreased GnRH Secretion,FDA via DrugCentral,CC BY 4.0,http://purl.bioontology.org/ontology/NDFRT/N0000008638,,,,,,,Physiologic Effect
|
||||
N0000008048,Sulfonamides,FDA via DrugCentral,CC BY 4.0,http://purl.bioontology.org/ontology/NDFRT/N0000008048,,,,,,,Chemical/Ingredient
|
||||
N0000190108,Organic Anion Transporting Polypeptide 1B3 Inhibitors,FDA via DrugCentral,CC BY 4.0,http://purl.bioontology.org/ontology/NDFRT/N0000190108,,,,,,,Mechanism of Action
|
||||
N0000000100,Estrogen Receptor Agonists,FDA via DrugCentral,CC BY 4.0,http://purl.bioontology.org/ontology/NDFRT/N0000000100,,,,,,,Mechanism of Action
|
||||
N0000008577,Decreased DNA Replication,FDA via DrugCentral,CC BY 4.0,http://purl.bioontology.org/ontology/NDFRT/N0000008577,,,,,,,Physiologic Effect
|
||||
N0000175972,Decreased Platelet Production,FDA via DrugCentral,CC BY 4.0,http://purl.bioontology.org/ontology/NDFRT/N0000175972,,,,,,,Physiologic Effect
|
||||
N0000011280,Prostaglandins I,FDA via DrugCentral,CC BY 4.0,http://purl.bioontology.org/ontology/NDFRT/N0000011280,,,,,,,Chemical/Ingredient
|
||||
|
5735
neo4j_csv/nodes_Side_Effect.csv
Normal file
5735
neo4j_csv/nodes_Side_Effect.csv
Normal file
File diff suppressed because it is too large
Load Diff
439
neo4j_csv/nodes_Symptom.csv
Normal file
439
neo4j_csv/nodes_Symptom.csv
Normal file
@@ -0,0 +1,439 @@
|
||||
id,name,source,license,url,description,chromosome,inchikey,inchi,mesh_id,bto_id,class_type
|
||||
D020150,Chorea Gravidarum,MeSH,CC0 1.0,http://identifiers.org/mesh/D020150,,,,,,,
|
||||
D006606,Hiccup,MeSH,CC0 1.0,http://identifiers.org/mesh/D006606,,,,,,,
|
||||
D014826,Vocal Cord Paralysis,MeSH,CC0 1.0,http://identifiers.org/mesh/D014826,,,,,,,
|
||||
D005221,Fatigue,MeSH,CC0 1.0,http://identifiers.org/mesh/D005221,,,,,,,
|
||||
D000370,Ageusia,MeSH,CC0 1.0,http://identifiers.org/mesh/D000370,,,,,,,
|
||||
D010292,Paresthesia,MeSH,CC0 1.0,http://identifiers.org/mesh/D010292,,,,,,,
|
||||
D004172,Diplopia,MeSH,CC0 1.0,http://identifiers.org/mesh/D004172,,,,,,,
|
||||
D054972,Postural Orthostatic Tachycardia Syndrome,MeSH,CC0 1.0,http://identifiers.org/mesh/D054972,,,,,,,
|
||||
D059350,Chronic Pain,MeSH,CC0 1.0,http://identifiers.org/mesh/D059350,,,,,,,
|
||||
D015354,"Vision, Low",MeSH,CC0 1.0,http://identifiers.org/mesh/D015354,,,,,,,
|
||||
D002637,Chest Pain,MeSH,CC0 1.0,http://identifiers.org/mesh/D002637,,,,,,,
|
||||
D005316,Fetal Distress,MeSH,CC0 1.0,http://identifiers.org/mesh/D005316,,,,,,,
|
||||
D020886,Somatosensory Disorders,MeSH,CC0 1.0,http://identifiers.org/mesh/D020886,,,,,,,
|
||||
D006816,Huntington Disease,MeSH,CC0 1.0,http://identifiers.org/mesh/D006816,,,,,,,
|
||||
D007565,Jaundice,MeSH,CC0 1.0,http://identifiers.org/mesh/D007565,,,,,,,
|
||||
D018886,"Aphasia, Conduction",MeSH,CC0 1.0,http://identifiers.org/mesh/D018886,,,,,,,
|
||||
D017624,WAGR Syndrome,MeSH,CC0 1.0,http://identifiers.org/mesh/D017624,,,,,,,
|
||||
D012607,Scotoma,MeSH,CC0 1.0,http://identifiers.org/mesh/D012607,,,,,,,
|
||||
D019547,Neck Pain,MeSH,CC0 1.0,http://identifiers.org/mesh/D019547,,,,,,,
|
||||
D004614,Emaciation,MeSH,CC0 1.0,http://identifiers.org/mesh/D004614,,,,,,,
|
||||
D050177,Overweight,MeSH,CC0 1.0,http://identifiers.org/mesh/D050177,,,,,,,
|
||||
D055111,Failed Back Surgery Syndrome,MeSH,CC0 1.0,http://identifiers.org/mesh/D055111,,,,,,,
|
||||
D015431,Weight Loss,MeSH,CC0 1.0,http://identifiers.org/mesh/D015431,,,,,,,
|
||||
D012001,Hyperacusis,MeSH,CC0 1.0,http://identifiers.org/mesh/D012001,,,,,,,
|
||||
D020183,Nocturnal Paroxysmal Dystonia,MeSH,CC0 1.0,http://identifiers.org/mesh/D020183,,,,,,,
|
||||
D020237,"Alexia, Pure",MeSH,CC0 1.0,http://identifiers.org/mesh/D020237,,,,,,,
|
||||
D003244,Consciousness Disorders,MeSH,CC0 1.0,http://identifiers.org/mesh/D003244,,,,,,,
|
||||
D012415,Rubinstein-Taybi Syndrome,MeSH,CC0 1.0,http://identifiers.org/mesh/D012415,,,,,,,
|
||||
D020207,"Coma, Post-Head Injury",MeSH,CC0 1.0,http://identifiers.org/mesh/D020207,,,,,,,
|
||||
D014823,Vitreous Hemorrhage,MeSH,CC0 1.0,http://identifiers.org/mesh/D014823,,,,,,,
|
||||
D006942,Hypergammaglobulinemia,MeSH,CC0 1.0,http://identifiers.org/mesh/D006942,,,,,,,
|
||||
D003639,"Hearing Loss, Sudden",MeSH,CC0 1.0,http://identifiers.org/mesh/D003639,,,,,,,
|
||||
D009846,Oliguria,MeSH,CC0 1.0,http://identifiers.org/mesh/D009846,,,,,,,
|
||||
D001416,Back Pain,MeSH,CC0 1.0,http://identifiers.org/mesh/D001416,,,,,,,
|
||||
D010146,Pain,MeSH,CC0 1.0,http://identifiers.org/mesh/D010146,,,,,,,
|
||||
D010591,Phantom Limb,MeSH,CC0 1.0,http://identifiers.org/mesh/D010591,,,,,,,
|
||||
D009461,Neurologic Manifestations,MeSH,CC0 1.0,http://identifiers.org/mesh/D009461,,,,,,,
|
||||
D053591,"Pain, Referred",MeSH,CC0 1.0,http://identifiers.org/mesh/D053591,,,,,,,
|
||||
D020447,Parasomnias,MeSH,CC0 1.0,http://identifiers.org/mesh/D020447,,,,,,,
|
||||
D059787,Acute Pain,MeSH,CC0 1.0,http://identifiers.org/mesh/D059787,,,,,,,
|
||||
D009123,Muscle Hypotonia,MeSH,CC0 1.0,http://identifiers.org/mesh/D009123,,,,,,,
|
||||
D055958,Piriformis Muscle Syndrome,MeSH,CC0 1.0,http://identifiers.org/mesh/D055958,,,,,,,
|
||||
D003128,Coma,MeSH,CC0 1.0,http://identifiers.org/mesh/D003128,,,,,,,
|
||||
D011697,"Purpura, Thrombotic Thrombocytopenic",MeSH,CC0 1.0,http://identifiers.org/mesh/D011697,,,,,,,
|
||||
D014770,Virilism,MeSH,CC0 1.0,http://identifiers.org/mesh/D014770,,,,,,,
|
||||
D006685,Hoarseness,MeSH,CC0 1.0,http://identifiers.org/mesh/D006685,,,,,,,
|
||||
D012585,Sciatica,MeSH,CC0 1.0,http://identifiers.org/mesh/D012585,,,,,,,
|
||||
D011695,"Purpura, Schoenlein-Henoch",MeSH,CC0 1.0,http://identifiers.org/mesh/D011695,,,,,,,
|
||||
D037061,Metatarsalgia,MeSH,CC0 1.0,http://identifiers.org/mesh/D037061,,,,,,,
|
||||
D009041,Motion Sickness,MeSH,CC0 1.0,http://identifiers.org/mesh/D009041,,,,,,,
|
||||
D005334,Fever,MeSH,CC0 1.0,http://identifiers.org/mesh/D005334,,,,,,,
|
||||
D016553,"Purpura, Thrombocytopenic, Idiopathic",MeSH,CC0 1.0,http://identifiers.org/mesh/D016553,,,,,,,
|
||||
D009207,Myoclonus,MeSH,CC0 1.0,http://identifiers.org/mesh/D009207,,,,,,,
|
||||
D010845,Obesity Hypoventilation Syndrome,MeSH,CC0 1.0,http://identifiers.org/mesh/D010845,,,,,,,
|
||||
D004487,Edema,MeSH,CC0 1.0,http://identifiers.org/mesh/D004487,,,,,,,
|
||||
D013746,Tetany,MeSH,CC0 1.0,http://identifiers.org/mesh/D013746,,,,,,,
|
||||
D041781,"Jaundice, Obstructive",MeSH,CC0 1.0,http://identifiers.org/mesh/D041781,,,,,,,
|
||||
D000849,Anomia,MeSH,CC0 1.0,http://identifiers.org/mesh/D000849,,,,,,,
|
||||
D011537,Pruritus,MeSH,CC0 1.0,http://identifiers.org/mesh/D011537,,,,,,,
|
||||
D059411,Lower Urinary Tract Symptoms,MeSH,CC0 1.0,http://identifiers.org/mesh/D059411,,,,,,,
|
||||
D006313,"Hearing Loss, Central",MeSH,CC0 1.0,http://identifiers.org/mesh/D006313,,,,,,,
|
||||
D018771,Arthralgia,MeSH,CC0 1.0,http://identifiers.org/mesh/D018771,,,,,,,
|
||||
D013494,"Supranuclear Palsy, Progressive",MeSH,CC0 1.0,http://identifiers.org/mesh/D013494,,,,,,,
|
||||
D004244,Dizziness,MeSH,CC0 1.0,http://identifiers.org/mesh/D004244,,,,,,,
|
||||
D059245,Transient Tachypnea of the Newborn,MeSH,CC0 1.0,http://identifiers.org/mesh/D059245,,,,,,,
|
||||
D020069,Shoulder Pain,MeSH,CC0 1.0,http://identifiers.org/mesh/D020069,,,,,,,
|
||||
D016857,Hypocapnia,MeSH,CC0 1.0,http://identifiers.org/mesh/D016857,,,,,,,
|
||||
D019462,"Syncope, Vasovagal",MeSH,CC0 1.0,http://identifiers.org/mesh/D019462,,,,,,,
|
||||
D004454,Echolalia,MeSH,CC0 1.0,http://identifiers.org/mesh/D004454,,,,,,,
|
||||
D001836,Body Weight Changes,MeSH,CC0 1.0,http://identifiers.org/mesh/D001836,,,,,,,
|
||||
D019584,Hot Flashes,MeSH,CC0 1.0,http://identifiers.org/mesh/D019584,,,,,,,
|
||||
D005158,Facial Paralysis,MeSH,CC0 1.0,http://identifiers.org/mesh/D005158,,,,,,,
|
||||
D000270,Adie Syndrome,MeSH,CC0 1.0,http://identifiers.org/mesh/D000270,,,,,,,
|
||||
D001259,Ataxia,MeSH,CC0 1.0,http://identifiers.org/mesh/D001259,,,,,,,
|
||||
D013575,Syncope,MeSH,CC0 1.0,http://identifiers.org/mesh/D013575,,,,,,,
|
||||
D001039,"Aphasia, Broca",MeSH,CC0 1.0,http://identifiers.org/mesh/D001039,,,,,,,
|
||||
D038921,Coffin-Lowry Syndrome,MeSH,CC0 1.0,http://identifiers.org/mesh/D038921,,,,,,,
|
||||
D012893,Sleep Disorders,MeSH,CC0 1.0,http://identifiers.org/mesh/D012893,,,,,,,
|
||||
D066190,Allesthesia,MeSH,CC0 1.0,http://identifiers.org/mesh/D066190,,,,,,,
|
||||
D056844,Renal Colic,MeSH,CC0 1.0,http://identifiers.org/mesh/D056844,,,,,,,
|
||||
D020828,Pseudobulbar Palsy,MeSH,CC0 1.0,http://identifiers.org/mesh/D020828,,,,,,,
|
||||
D003371,Cough,MeSH,CC0 1.0,http://identifiers.org/mesh/D003371,,,,,,,
|
||||
D008065,Lipoid Proteinosis of Urbach and Wiethe,MeSH,CC0 1.0,http://identifiers.org/mesh/D008065,,,,,,,
|
||||
D020567,Fetal Weight,MeSH,CC0 1.0,http://identifiers.org/mesh/D020567,,,,,,,
|
||||
D057178,Primary Progressive Nonfluent Aphasia,MeSH,CC0 1.0,http://identifiers.org/mesh/D057178,,,,,,,
|
||||
D019569,Hemifacial Spasm,MeSH,CC0 1.0,http://identifiers.org/mesh/D019569,,,,,,,
|
||||
D006935,Hypercapnia,MeSH,CC0 1.0,http://identifiers.org/mesh/D006935,,,,,,,
|
||||
D018614,Sweating Sickness,MeSH,CC0 1.0,http://identifiers.org/mesh/D018614,,,,,,,
|
||||
D006930,Hyperalgesia,MeSH,CC0 1.0,http://identifiers.org/mesh/D006930,,,,,,,
|
||||
D019954,Neurobehavioral Manifestations,MeSH,CC0 1.0,http://identifiers.org/mesh/D019954,,,,,,,
|
||||
D034381,Hearing Loss,MeSH,CC0 1.0,http://identifiers.org/mesh/D034381,,,,,,,
|
||||
D015746,Abdominal Pain,MeSH,CC0 1.0,http://identifiers.org/mesh/D015746,,,,,,,
|
||||
D002389,Catatonia,MeSH,CC0 1.0,http://identifiers.org/mesh/D002389,,,,,,,
|
||||
D011141,Polyuria,MeSH,CC0 1.0,http://identifiers.org/mesh/D011141,,,,,,,
|
||||
D020181,"Sleep Apnea, Obstructive",MeSH,CC0 1.0,http://identifiers.org/mesh/D020181,,,,,,,
|
||||
D004415,Dyspepsia,MeSH,CC0 1.0,http://identifiers.org/mesh/D004415,,,,,,,
|
||||
D020270,Alcohol Withdrawal Seizures,MeSH,CC0 1.0,http://identifiers.org/mesh/D020270,,,,,,,
|
||||
D006628,Hirsutism,MeSH,CC0 1.0,http://identifiers.org/mesh/D006628,,,,,,,
|
||||
D006319,"Hearing Loss, Sensorineural",MeSH,CC0 1.0,http://identifiers.org/mesh/D006319,,,,,,,
|
||||
D010167,Pallor,MeSH,CC0 1.0,http://identifiers.org/mesh/D010167,,,,,,,
|
||||
D020324,"Amnesia, Anterograde",MeSH,CC0 1.0,http://identifiers.org/mesh/D020324,,,,,,,
|
||||
D004411,"Dyslexia, Acquired",MeSH,CC0 1.0,http://identifiers.org/mesh/D004411,,,,,,,
|
||||
D005130,Eye Hemorrhage,MeSH,CC0 1.0,http://identifiers.org/mesh/D005130,,,,,,,
|
||||
D011218,Prader-Willi Syndrome,MeSH,CC0 1.0,http://identifiers.org/mesh/D011218,,,,,,,
|
||||
D059373,Mastodynia,MeSH,CC0 1.0,http://identifiers.org/mesh/D059373,,,,,,,
|
||||
D059226,Nociceptive Pain,MeSH,CC0 1.0,http://identifiers.org/mesh/D059226,,,,,,,
|
||||
D004410,Dyslexia,MeSH,CC0 1.0,http://identifiers.org/mesh/D004410,,,,,,,
|
||||
D020235,Gait Apraxia,MeSH,CC0 1.0,http://identifiers.org/mesh/D020235,,,,,,,
|
||||
D014313,Trismus,MeSH,CC0 1.0,http://identifiers.org/mesh/D014313,,,,,,,
|
||||
D015518,Rett Syndrome,MeSH,CC0 1.0,http://identifiers.org/mesh/D015518,,,,,,,
|
||||
D006970,Disorders of Excessive Somnolence,MeSH,CC0 1.0,http://identifiers.org/mesh/D006970,,,,,,,
|
||||
D014202,Tremor,MeSH,CC0 1.0,http://identifiers.org/mesh/D014202,,,,,,,
|
||||
D005311,Fetal Hypoxia,MeSH,CC0 1.0,http://identifiers.org/mesh/D005311,,,,,,,
|
||||
D004433,Earache,MeSH,CC0 1.0,http://identifiers.org/mesh/D004433,,,,,,,
|
||||
D011602,Psychophysiologic Disorders,MeSH,CC0 1.0,http://identifiers.org/mesh/D011602,,,,,,,
|
||||
D000425,Alcohol Amnestic Disorder,MeSH,CC0 1.0,http://identifiers.org/mesh/D000425,,,,,,,
|
||||
D020336,"Paraparesis, Spastic",MeSH,CC0 1.0,http://identifiers.org/mesh/D020336,,,,,,,
|
||||
D018476,Hypokinesia,MeSH,CC0 1.0,http://identifiers.org/mesh/D018476,,,,,,,
|
||||
D054068,Livedo Reticularis,MeSH,CC0 1.0,http://identifiers.org/mesh/D054068,,,,,,,
|
||||
D003655,Decerebrate State,MeSH,CC0 1.0,http://identifiers.org/mesh/D003655,,,,,,,
|
||||
D006939,Hyperemesis Gravidarum,MeSH,CC0 1.0,http://identifiers.org/mesh/D006939,,,,,,,
|
||||
D006396,Hematemesis,MeSH,CC0 1.0,http://identifiers.org/mesh/D006396,,,,,,,
|
||||
D018437,Brown-Sequard Syndrome,MeSH,CC0 1.0,http://identifiers.org/mesh/D018437,,,,,,,
|
||||
D048949,Labor Pain,MeSH,CC0 1.0,http://identifiers.org/mesh/D048949,,,,,,,
|
||||
D062706,Prodromal Symptoms,MeSH,CC0 1.0,http://identifiers.org/mesh/D062706,,,,,,,
|
||||
D020182,"Sleep Apnea, Central",MeSH,CC0 1.0,http://identifiers.org/mesh/D020182,,,,,,,
|
||||
D020879,Neuromuscular Manifestations,MeSH,CC0 1.0,http://identifiers.org/mesh/D020879,,,,,,,
|
||||
D003248,Constipation,MeSH,CC0 1.0,http://identifiers.org/mesh/D003248,,,,,,,
|
||||
D004408,Dysgeusia,MeSH,CC0 1.0,http://identifiers.org/mesh/D004408,,,,,,,
|
||||
D001264,Athetosis,MeSH,CC0 1.0,http://identifiers.org/mesh/D001264,,,,,,,
|
||||
D007805,Language Development Disorders,MeSH,CC0 1.0,http://identifiers.org/mesh/D007805,,,,,,,
|
||||
D063806,Myalgia,MeSH,CC0 1.0,http://identifiers.org/mesh/D063806,,,,,,,
|
||||
D011539,Pruritus Vulvae,MeSH,CC0 1.0,http://identifiers.org/mesh/D011539,,,,,,,
|
||||
D004418,"Dyspnea, Paroxysmal",MeSH,CC0 1.0,http://identifiers.org/mesh/D004418,,,,,,,
|
||||
D013009,Somnambulism,MeSH,CC0 1.0,http://identifiers.org/mesh/D013009,,,,,,,
|
||||
D005926,Glossalgia,MeSH,CC0 1.0,http://identifiers.org/mesh/D005926,,,,,,,
|
||||
D012913,Snoring,MeSH,CC0 1.0,http://identifiers.org/mesh/D012913,,,,,,,
|
||||
D002832,Choroid Hemorrhage,MeSH,CC0 1.0,http://identifiers.org/mesh/D002832,,,,,,,
|
||||
D020238,Prosopagnosia,MeSH,CC0 1.0,http://identifiers.org/mesh/D020238,,,,,,,
|
||||
D010468,Perceptual Disorders,MeSH,CC0 1.0,http://identifiers.org/mesh/D010468,,,,,,,
|
||||
D019575,"Blindness, Cortical",MeSH,CC0 1.0,http://identifiers.org/mesh/D019575,,,,,,,
|
||||
D010291,Paresis,MeSH,CC0 1.0,http://identifiers.org/mesh/D010291,,,,,,,
|
||||
D020177,"Hypersomnolence, Idiopathic",MeSH,CC0 1.0,http://identifiers.org/mesh/D020177,,,,,,,
|
||||
D005335,Fever of Unknown Origin,MeSH,CC0 1.0,http://identifiers.org/mesh/D005335,,,,,,,
|
||||
D017827,Machado-Joseph Disease,MeSH,CC0 1.0,http://identifiers.org/mesh/D017827,,,,,,,
|
||||
D020915,Korsakoff Syndrome,MeSH,CC0 1.0,http://identifiers.org/mesh/D020915,,,,,,,
|
||||
D007706,Menkes Kinky Hair Syndrome,MeSH,CC0 1.0,http://identifiers.org/mesh/D007706,,,,,,,
|
||||
D005183,Failure to Thrive,MeSH,CC0 1.0,http://identifiers.org/mesh/D005183,,,,,,,
|
||||
D056128,"Obesity, Abdominal",MeSH,CC0 1.0,http://identifiers.org/mesh/D056128,,,,,,,
|
||||
D051346,Mobility Limitation,MeSH,CC0 1.0,http://identifiers.org/mesh/D051346,,,,,,,
|
||||
D053448,Prostatism,MeSH,CC0 1.0,http://identifiers.org/mesh/D053448,,,,,,,
|
||||
D018908,Muscle Weakness,MeSH,CC0 1.0,http://identifiers.org/mesh/D018908,,,,,,,
|
||||
D009903,Optical Illusions,MeSH,CC0 1.0,http://identifiers.org/mesh/D009903,,,,,,,
|
||||
D001247,Asthenia,MeSH,CC0 1.0,http://identifiers.org/mesh/D001247,,,,,,,
|
||||
D001041,"Aphasia, Wernicke",MeSH,CC0 1.0,http://identifiers.org/mesh/D001041,,,,,,,
|
||||
D020385,Myokymia,MeSH,CC0 1.0,http://identifiers.org/mesh/D020385,,,,,,,
|
||||
D013064,Speech Disorders,MeSH,CC0 1.0,http://identifiers.org/mesh/D013064,,,,,,,
|
||||
D014103,Torticollis,MeSH,CC0 1.0,http://identifiers.org/mesh/D014103,,,,,,,
|
||||
D014884,Waterhouse-Friderichsen Syndrome,MeSH,CC0 1.0,http://identifiers.org/mesh/D014884,,,,,,,
|
||||
D063766,Pediatric Obesity,MeSH,CC0 1.0,http://identifiers.org/mesh/D063766,,,,,,,
|
||||
D011538,Pruritus Ani,MeSH,CC0 1.0,http://identifiers.org/mesh/D011538,,,,,,,
|
||||
D007331,Insulin Coma,MeSH,CC0 1.0,http://identifiers.org/mesh/D007331,,,,,,,
|
||||
D005483,Flushing,MeSH,CC0 1.0,http://identifiers.org/mesh/D005483,,,,,,,
|
||||
D062026,Alice in Wonderland Syndrome,MeSH,CC0 1.0,http://identifiers.org/mesh/D062026,,,,,,,
|
||||
D008998,Monoclonal Gammopathy of Undetermined Significance,MeSH,CC0 1.0,http://identifiers.org/mesh/D008998,,,,,,,
|
||||
D001049,Apnea,MeSH,CC0 1.0,http://identifiers.org/mesh/D001049,,,,,,,
|
||||
D020919,"Sleep Disorders, Intrinsic",MeSH,CC0 1.0,http://identifiers.org/mesh/D020919,,,,,,,
|
||||
D053201,"Urinary Bladder, Overactive",MeSH,CC0 1.0,http://identifiers.org/mesh/D053201,,,,,,,
|
||||
D018458,Persistent Vegetative State,MeSH,CC0 1.0,http://identifiers.org/mesh/D018458,,,,,,,
|
||||
D009325,Nausea,MeSH,CC0 1.0,http://identifiers.org/mesh/D009325,,,,,,,
|
||||
D053584,Urinoma,MeSH,CC0 1.0,http://identifiers.org/mesh/D053584,,,,,,,
|
||||
D011596,Psychomotor Disorders,MeSH,CC0 1.0,http://identifiers.org/mesh/D011596,,,,,,,
|
||||
D012640,Seizures,MeSH,CC0 1.0,http://identifiers.org/mesh/D012640,,,,,,,
|
||||
D009155,Mutism,MeSH,CC0 1.0,http://identifiers.org/mesh/D009155,,,,,,,
|
||||
D001724,Birth Weight,MeSH,CC0 1.0,http://identifiers.org/mesh/D001724,,,,,,,
|
||||
D053565,Hypercalciuria,MeSH,CC0 1.0,http://identifiers.org/mesh/D053565,,,,,,,
|
||||
D010148,"Pain, Intractable",MeSH,CC0 1.0,http://identifiers.org/mesh/D010148,,,,,,,
|
||||
D004421,Dystonia,MeSH,CC0 1.0,http://identifiers.org/mesh/D004421,,,,,,,
|
||||
D002558,Cerebrospinal Fluid Otorrhea,MeSH,CC0 1.0,http://identifiers.org/mesh/D002558,,,,,,,
|
||||
D017109,"Akathisia, Drug-Induced",MeSH,CC0 1.0,http://identifiers.org/mesh/D017109,,,,,,,
|
||||
D000648,"Amnesia, Retrograde",MeSH,CC0 1.0,http://identifiers.org/mesh/D000648,,,,,,,
|
||||
D013342,Stuttering,MeSH,CC0 1.0,http://identifiers.org/mesh/D013342,,,,,,,
|
||||
D006469,Hemoptysis,MeSH,CC0 1.0,http://identifiers.org/mesh/D006469,,,,,,,
|
||||
D013651,Taste Disorders,MeSH,CC0 1.0,http://identifiers.org/mesh/D013651,,,,,,,
|
||||
D059607,"Polydipsia, Psychogenic",MeSH,CC0 1.0,http://identifiers.org/mesh/D059607,,,,,,,
|
||||
D002559,Cerebrospinal Fluid Rhinorrhea,MeSH,CC0 1.0,http://identifiers.org/mesh/D002559,,,,,,,
|
||||
D006212,Hallucinations,MeSH,CC0 1.0,http://identifiers.org/mesh/D006212,,,,,,,
|
||||
D006988,Hyphema,MeSH,CC0 1.0,http://identifiers.org/mesh/D006988,,,,,,,
|
||||
D017699,Pelvic Pain,MeSH,CC0 1.0,http://identifiers.org/mesh/D017699,,,,,,,
|
||||
D020189,Nocturnal Myoclonus Syndrome,MeSH,CC0 1.0,http://identifiers.org/mesh/D020189,,,,,,,
|
||||
D010149,"Pain, Postoperative",MeSH,CC0 1.0,http://identifiers.org/mesh/D010149,,,,,,,
|
||||
D006963,Hyperphagia,MeSH,CC0 1.0,http://identifiers.org/mesh/D006963,,,,,,,
|
||||
D020233,"Gait Disorders, Neurologic",MeSH,CC0 1.0,http://identifiers.org/mesh/D020233,,,,,,,
|
||||
D054062,Deaf-Blind Disorders,MeSH,CC0 1.0,http://identifiers.org/mesh/D054062,,,,,,,
|
||||
D015845,Tonic Pupil,MeSH,CC0 1.0,http://identifiers.org/mesh/D015845,,,,,,,
|
||||
D000419,Albuminuria,MeSH,CC0 1.0,http://identifiers.org/mesh/D000419,,,,,,,
|
||||
D008569,Memory Disorders,MeSH,CC0 1.0,http://identifiers.org/mesh/D008569,,,,,,,
|
||||
D059388,Pelvic Girdle Pain,MeSH,CC0 1.0,http://identifiers.org/mesh/D059388,,,,,,,
|
||||
D020922,Sleep-Wake Transition Disorders,MeSH,CC0 1.0,http://identifiers.org/mesh/D020922,,,,,,,
|
||||
D009133,Muscular Atrophy,MeSH,CC0 1.0,http://identifiers.org/mesh/D009133,,,,,,,
|
||||
D020078,Neurogenic Inflammation,MeSH,CC0 1.0,http://identifiers.org/mesh/D020078,,,,,,,
|
||||
D053609,Lethargy,MeSH,CC0 1.0,http://identifiers.org/mesh/D053609,,,,,,,
|
||||
D017593,Kleine-Levin Syndrome,MeSH,CC0 1.0,http://identifiers.org/mesh/D017593,,,,,,,
|
||||
D009222,Myotonia,MeSH,CC0 1.0,http://identifiers.org/mesh/D009222,,,,,,,
|
||||
D000326,Adrenoleukodystrophy,MeSH,CC0 1.0,http://identifiers.org/mesh/D000326,,,,,,,
|
||||
D015877,Miosis,MeSH,CC0 1.0,http://identifiers.org/mesh/D015877,,,,,,,
|
||||
D009755,Night Blindness,MeSH,CC0 1.0,http://identifiers.org/mesh/D009755,,,,,,,
|
||||
D006941,Hyperesthesia,MeSH,CC0 1.0,http://identifiers.org/mesh/D006941,,,,,,,
|
||||
D006261,Headache,MeSH,CC0 1.0,http://identifiers.org/mesh/D006261,,,,,,,
|
||||
D006317,"Hearing Loss, Noise-Induced",MeSH,CC0 1.0,http://identifiers.org/mesh/D006317,,,,,,,
|
||||
D011694,"Purpura, Hyperglobulinemic",MeSH,CC0 1.0,http://identifiers.org/mesh/D011694,,,,,,,
|
||||
D053608,Stupor,MeSH,CC0 1.0,http://identifiers.org/mesh/D053608,,,,,,,
|
||||
D002385,Cataplexy,MeSH,CC0 1.0,http://identifiers.org/mesh/D002385,,,,,,,
|
||||
D006732,Horner Syndrome,MeSH,CC0 1.0,http://identifiers.org/mesh/D006732,,,,,,,
|
||||
D020240,"Apraxia, Ideomotor",MeSH,CC0 1.0,http://identifiers.org/mesh/D020240,,,,,,,
|
||||
D012817,"Signs and Symptoms, Digestive",MeSH,CC0 1.0,http://identifiers.org/mesh/D012817,,,,,,,
|
||||
D006209,Halitosis,MeSH,CC0 1.0,http://identifiers.org/mesh/D006209,,,,,,,
|
||||
D000860,Anoxia,MeSH,CC0 1.0,http://identifiers.org/mesh/D000860,,,,,,,
|
||||
D007926,Lesch-Nyhan Syndrome,MeSH,CC0 1.0,http://identifiers.org/mesh/D007926,,,,,,,
|
||||
D005207,Fasciculation,MeSH,CC0 1.0,http://identifiers.org/mesh/D005207,,,,,,,
|
||||
D045262,Reticulocytosis,MeSH,CC0 1.0,http://identifiers.org/mesh/D045262,,,,,,,
|
||||
D005600,Fragile X Syndrome,MeSH,CC0 1.0,http://identifiers.org/mesh/D005600,,,,,,,
|
||||
D000334,Aerophagy,MeSH,CC0 1.0,http://identifiers.org/mesh/D000334,,,,,,,
|
||||
D000788,"Angina Pectoris, Variant",MeSH,CC0 1.0,http://identifiers.org/mesh/D000788,,,,,,,
|
||||
D001926,Brain Death,MeSH,CC0 1.0,http://identifiers.org/mesh/D001926,,,,,,,
|
||||
D020236,"Amnesia, Transient Global",MeSH,CC0 1.0,http://identifiers.org/mesh/D020236,,,,,,,
|
||||
D012877,Skin Manifestations,MeSH,CC0 1.0,http://identifiers.org/mesh/D012877,,,,,,,
|
||||
D013851,Thinness,MeSH,CC0 1.0,http://identifiers.org/mesh/D013851,,,,,,,
|
||||
D014549,Urinary Incontinence,MeSH,CC0 1.0,http://identifiers.org/mesh/D014549,,,,,,,
|
||||
D012148,Restless Legs Syndrome,MeSH,CC0 1.0,http://identifiers.org/mesh/D012148,,,,,,,
|
||||
D018888,"Aphasia, Primary Progressive",MeSH,CC0 1.0,http://identifiers.org/mesh/D018888,,,,,,,
|
||||
D060050,"Angina, Stable",MeSH,CC0 1.0,http://identifiers.org/mesh/D060050,,,,,,,
|
||||
D012133,Respiratory Paralysis,MeSH,CC0 1.0,http://identifiers.org/mesh/D012133,,,,,,,
|
||||
D012135,Respiratory Sounds,MeSH,CC0 1.0,http://identifiers.org/mesh/D012135,,,,,,,
|
||||
D005320,Fetal Macrosomia,MeSH,CC0 1.0,http://identifiers.org/mesh/D005320,,,,,,,
|
||||
D053158,Nocturia,MeSH,CC0 1.0,http://identifiers.org/mesh/D053158,,,,,,,
|
||||
D000550,Amblyopia,MeSH,CC0 1.0,http://identifiers.org/mesh/D000550,,,,,,,
|
||||
D013035,Spasm,MeSH,CC0 1.0,http://identifiers.org/mesh/D013035,,,,,,,
|
||||
D004688,Encopresis,MeSH,CC0 1.0,http://identifiers.org/mesh/D004688,,,,,,,
|
||||
D020178,"Sleep Disorders, Circadian Rhythm",MeSH,CC0 1.0,http://identifiers.org/mesh/D020178,,,,,,,
|
||||
D064250,Hypertriglyceridemic Waist,MeSH,CC0 1.0,http://identifiers.org/mesh/D064250,,,,,,,
|
||||
D009058,Mouth Breathing,MeSH,CC0 1.0,http://identifiers.org/mesh/D009058,,,,,,,
|
||||
D059445,Anhedonia,MeSH,CC0 1.0,http://identifiers.org/mesh/D059445,,,,,,,
|
||||
D020920,Dyssomnias,MeSH,CC0 1.0,http://identifiers.org/mesh/D020920,,,,,,,
|
||||
D005683,Gagging,MeSH,CC0 1.0,http://identifiers.org/mesh/D005683,,,,,,,
|
||||
D001835,Body Weight,MeSH,CC0 1.0,http://identifiers.org/mesh/D001835,,,,,,,
|
||||
D003117,Color Vision Defects,MeSH,CC0 1.0,http://identifiers.org/mesh/D003117,,,,,,,
|
||||
D008607,Intellectual Disability,MeSH,CC0 1.0,http://identifiers.org/mesh/D008607,,,,,,,
|
||||
D034062,"Insomnia, Fatal Familial",MeSH,CC0 1.0,http://identifiers.org/mesh/D034062,,,,,,,
|
||||
D014832,Voice Disorders,MeSH,CC0 1.0,http://identifiers.org/mesh/D014832,,,,,,,
|
||||
D009437,Neuralgia,MeSH,CC0 1.0,http://identifiers.org/mesh/D009437,,,,,,,
|
||||
D060486,Ophthalmoplegic Migraine,MeSH,CC0 1.0,http://identifiers.org/mesh/D060486,,,,,,,
|
||||
D046088,"Hearing Loss, Unilateral",MeSH,CC0 1.0,http://identifiers.org/mesh/D046088,,,,,,,
|
||||
D054058,Acute Coronary Syndrome,MeSH,CC0 1.0,http://identifiers.org/mesh/D054058,,,,,,,
|
||||
D007088,Illusions,MeSH,CC0 1.0,http://identifiers.org/mesh/D007088,,,,,,,
|
||||
D001044,Aphonia,MeSH,CC0 1.0,http://identifiers.org/mesh/D001044,,,,,,,
|
||||
D002639,Cheyne-Stokes Respiration,MeSH,CC0 1.0,http://identifiers.org/mesh/D002639,,,,,,,
|
||||
D000857,Olfaction Disorders,MeSH,CC0 1.0,http://identifiers.org/mesh/D000857,,,,,,,
|
||||
D012912,Sneezing,MeSH,CC0 1.0,http://identifiers.org/mesh/D012912,,,,,,,
|
||||
D055955,Susac Syndrome,MeSH,CC0 1.0,http://identifiers.org/mesh/D055955,,,,,,,
|
||||
D015878,Mydriasis,MeSH,CC0 1.0,http://identifiers.org/mesh/D015878,,,,,,,
|
||||
D046608,Synkinesis,MeSH,CC0 1.0,http://identifiers.org/mesh/D046608,,,,,,,
|
||||
D014474,Unconsciousness,MeSH,CC0 1.0,http://identifiers.org/mesh/D014474,,,,,,,
|
||||
D006429,Hemiplegia,MeSH,CC0 1.0,http://identifiers.org/mesh/D006429,,,,,,,
|
||||
D004489,"Edema, Cardiac",MeSH,CC0 1.0,http://identifiers.org/mesh/D004489,,,,,,,
|
||||
D020186,Sleep Bruxism,MeSH,CC0 1.0,http://identifiers.org/mesh/D020186,,,,,,,
|
||||
D000647,Amnesia,MeSH,CC0 1.0,http://identifiers.org/mesh/D000647,,,,,,,
|
||||
D020335,Paraparesis,MeSH,CC0 1.0,http://identifiers.org/mesh/D020335,,,,,,,
|
||||
D001072,Apraxias,MeSH,CC0 1.0,http://identifiers.org/mesh/D001072,,,,,,,
|
||||
D017116,Low Back Pain,MeSH,CC0 1.0,http://identifiers.org/mesh/D017116,,,,,,,
|
||||
D000787,Angina Pectoris,MeSH,CC0 1.0,http://identifiers.org/mesh/D000787,,,,,,,
|
||||
D002819,Chorea,MeSH,CC0 1.0,http://identifiers.org/mesh/D002819,,,,,,,
|
||||
D020323,Tics,MeSH,CC0 1.0,http://identifiers.org/mesh/D020323,,,,,,,
|
||||
D000855,Anorexia,MeSH,CC0 1.0,http://identifiers.org/mesh/D000855,,,,,,,
|
||||
D055948,Sarcopenia,MeSH,CC0 1.0,http://identifiers.org/mesh/D055948,,,,,,,
|
||||
D017246,"Ophthalmoplegia, Chronic Progressive External",MeSH,CC0 1.0,http://identifiers.org/mesh/D017246,,,,,,,
|
||||
D019591,Pseudophakia,MeSH,CC0 1.0,http://identifiers.org/mesh/D019591,,,,,,,
|
||||
D005414,Flatulence,MeSH,CC0 1.0,http://identifiers.org/mesh/D005414,,,,,,,
|
||||
D065635,Benign Paroxysmal Positional Vertigo,MeSH,CC0 1.0,http://identifiers.org/mesh/D065635,,,,,,,
|
||||
D016534,"Cardiac Output, High",MeSH,CC0 1.0,http://identifiers.org/mesh/D016534,,,,,,,
|
||||
D012678,Sensation Disorders,MeSH,CC0 1.0,http://identifiers.org/mesh/D012678,,,,,,,
|
||||
D012818,"Signs and Symptoms, Respiratory",MeSH,CC0 1.0,http://identifiers.org/mesh/D012818,,,,,,,
|
||||
D014840,"Vomiting, Anticipatory",MeSH,CC0 1.0,http://identifiers.org/mesh/D014840,,,,,,,
|
||||
D012021,"Reflex, Abnormal",MeSH,CC0 1.0,http://identifiers.org/mesh/D012021,,,,,,,
|
||||
D014008,Tinea Pedis,MeSH,CC0 1.0,http://identifiers.org/mesh/D014008,,,,,,,
|
||||
D015875,Anisocoria,MeSH,CC0 1.0,http://identifiers.org/mesh/D015875,,,,,,,
|
||||
D006314,"Hearing Loss, Conductive",MeSH,CC0 1.0,http://identifiers.org/mesh/D006314,,,,,,,
|
||||
D018489,Space Motion Sickness,MeSH,CC0 1.0,http://identifiers.org/mesh/D018489,,,,,,,
|
||||
D056865,Ideal Body Weight,MeSH,CC0 1.0,http://identifiers.org/mesh/D056865,,,,,,,
|
||||
D001766,Blindness,MeSH,CC0 1.0,http://identifiers.org/mesh/D001766,,,,,,,
|
||||
D011595,Psychomotor Agitation,MeSH,CC0 1.0,http://identifiers.org/mesh/D011595,,,,,,,
|
||||
D009122,Muscle Hypertonia,MeSH,CC0 1.0,http://identifiers.org/mesh/D009122,,,,,,,
|
||||
D020179,Jet Lag Syndrome,MeSH,CC0 1.0,http://identifiers.org/mesh/D020179,,,,,,,
|
||||
D006948,Hyperkinesis,MeSH,CC0 1.0,http://identifiers.org/mesh/D006948,,,,,,,
|
||||
D001832,Body Temperature Changes,MeSH,CC0 1.0,http://identifiers.org/mesh/D001832,,,,,,,
|
||||
D058568,Necrolytic Migratory Erythema,MeSH,CC0 1.0,http://identifiers.org/mesh/D058568,,,,,,,
|
||||
D004314,Down Syndrome,MeSH,CC0 1.0,http://identifiers.org/mesh/D004314,,,,,,,
|
||||
D057774,Post-Exercise Hypotension,MeSH,CC0 1.0,http://identifiers.org/mesh/D057774,,,,,,,
|
||||
D004412,Dysmenorrhea,MeSH,CC0 1.0,http://identifiers.org/mesh/D004412,,,,,,,
|
||||
D006311,Hearing Disorders,MeSH,CC0 1.0,http://identifiers.org/mesh/D006311,,,,,,,
|
||||
D003635,De Lange Syndrome,MeSH,CC0 1.0,http://identifiers.org/mesh/D003635,,,,,,,
|
||||
D009290,Narcolepsy,MeSH,CC0 1.0,http://identifiers.org/mesh/D009290,,,,,,,
|
||||
D002100,Cachexia,MeSH,CC0 1.0,http://identifiers.org/mesh/D002100,,,,,,,
|
||||
D005222,Mental Fatigue,MeSH,CC0 1.0,http://identifiers.org/mesh/D005222,,,,,,,
|
||||
D019588,"Aging, Premature",MeSH,CC0 1.0,http://identifiers.org/mesh/D019588,,,,,,,
|
||||
D017566,Microvascular Angina,MeSH,CC0 1.0,http://identifiers.org/mesh/D017566,,,,,,,
|
||||
D009127,Muscle Rigidity,MeSH,CC0 1.0,http://identifiers.org/mesh/D009127,,,,,,,
|
||||
D020234,Gait Ataxia,MeSH,CC0 1.0,http://identifiers.org/mesh/D020234,,,,,,,
|
||||
D020754,Spinocerebellar Ataxias,MeSH,CC0 1.0,http://identifiers.org/mesh/D020754,,,,,,,
|
||||
D007625,Kearns-Sayre Syndrome,MeSH,CC0 1.0,http://identifiers.org/mesh/D007625,,,,,,,
|
||||
D007859,Learning Disorders,MeSH,CC0 1.0,http://identifiers.org/mesh/D007859,,,,,,,
|
||||
D059390,Breakthrough Pain,MeSH,CC0 1.0,http://identifiers.org/mesh/D059390,,,,,,,
|
||||
D048968,Morning Sickness,MeSH,CC0 1.0,http://identifiers.org/mesh/D048968,,,,,,,
|
||||
D018980,Williams Syndrome,MeSH,CC0 1.0,http://identifiers.org/mesh/D018980,,,,,,,
|
||||
D014550,"Urinary Incontinence, Stress",MeSH,CC0 1.0,http://identifiers.org/mesh/D014550,,,,,,,
|
||||
D006456,Hemoglobinuria,MeSH,CC0 1.0,http://identifiers.org/mesh/D006456,,,,,,,
|
||||
D002524,Cerebellar Ataxia,MeSH,CC0 1.0,http://identifiers.org/mesh/D002524,,,,,,,
|
||||
D006985,Hyperventilation,MeSH,CC0 1.0,http://identifiers.org/mesh/D006985,,,,,,,
|
||||
D005862,Gerstmann Syndrome,MeSH,CC0 1.0,http://identifiers.org/mesh/D005862,,,,,,,
|
||||
D017288,Pain Threshold,MeSH,CC0 1.0,http://identifiers.org/mesh/D017288,,,,,,,
|
||||
D003085,Colic,MeSH,CC0 1.0,http://identifiers.org/mesh/D003085,,,,,,,
|
||||
D009765,Obesity,MeSH,CC0 1.0,http://identifiers.org/mesh/D009765,,,,,,,
|
||||
D056124,Slit Ventricle Syndrome,MeSH,CC0 1.0,http://identifiers.org/mesh/D056124,,,,,,,
|
||||
D003490,Cyanosis,MeSH,CC0 1.0,http://identifiers.org/mesh/D003490,,,,,,,
|
||||
D038901,"Mental Retardation, X-Linked",MeSH,CC0 1.0,http://identifiers.org/mesh/D038901,,,,,,,
|
||||
D014929,Wolfram Syndrome,MeSH,CC0 1.0,http://identifiers.org/mesh/D014929,,,,,,,
|
||||
D006315,"Hearing Loss, Functional",MeSH,CC0 1.0,http://identifiers.org/mesh/D006315,,,,,,,
|
||||
D012892,Sleep Deprivation,MeSH,CC0 1.0,http://identifiers.org/mesh/D012892,,,,,,,
|
||||
D006312,"Hearing Loss, Bilateral",MeSH,CC0 1.0,http://identifiers.org/mesh/D006312,,,,,,,
|
||||
D001260,Ataxia Telangiectasia,MeSH,CC0 1.0,http://identifiers.org/mesh/D001260,,,,,,,
|
||||
D059265,Visceral Pain,MeSH,CC0 1.0,http://identifiers.org/mesh/D059265,,,,,,,
|
||||
D055665,Purpura Fulminans,MeSH,CC0 1.0,http://identifiers.org/mesh/D055665,,,,,,,
|
||||
D053159,Dysuria,MeSH,CC0 1.0,http://identifiers.org/mesh/D053159,,,,,,,
|
||||
D014012,Tinnitus,MeSH,CC0 1.0,http://identifiers.org/mesh/D014012,,,,,,,
|
||||
D012891,Sleep Apnea Syndromes,MeSH,CC0 1.0,http://identifiers.org/mesh/D012891,,,,,,,
|
||||
D015160,Hydrops Fetalis,MeSH,CC0 1.0,http://identifiers.org/mesh/D015160,,,,,,,
|
||||
D015430,Weight Gain,MeSH,CC0 1.0,http://identifiers.org/mesh/D015430,,,,,,,
|
||||
D006423,Hemianopsia,MeSH,CC0 1.0,http://identifiers.org/mesh/D006423,,,,,,,
|
||||
D020184,Night Terrors,MeSH,CC0 1.0,http://identifiers.org/mesh/D020184,,,,,,,
|
||||
D000472,"Alkalosis, Respiratory",MeSH,CC0 1.0,http://identifiers.org/mesh/D000472,,,,,,,
|
||||
D007035,Hypothermia,MeSH,CC0 1.0,http://identifiers.org/mesh/D007035,,,,,,,
|
||||
D059352,Musculoskeletal Pain,MeSH,CC0 1.0,http://identifiers.org/mesh/D059352,,,,,,,
|
||||
D020250,Postoperative Nausea and Vomiting,MeSH,CC0 1.0,http://identifiers.org/mesh/D020250,,,,,,,
|
||||
D010264,Paraplegia,MeSH,CC0 1.0,http://identifiers.org/mesh/D010264,,,,,,,
|
||||
D005157,Facial Pain,MeSH,CC0 1.0,http://identifiers.org/mesh/D005157,,,,,,,
|
||||
D007024,"Hypotension, Orthostatic",MeSH,CC0 1.0,http://identifiers.org/mesh/D007024,,,,,,,
|
||||
D009912,Oral Manifestations,MeSH,CC0 1.0,http://identifiers.org/mesh/D009912,,,,,,,
|
||||
D011782,Quadriplegia,MeSH,CC0 1.0,http://identifiers.org/mesh/D011782,,,,,,,
|
||||
D016532,Mucopolysaccharidosis II,MeSH,CC0 1.0,http://identifiers.org/mesh/D016532,,,,,,,
|
||||
D065634,Cerebrospinal Fluid Leak,MeSH,CC0 1.0,http://identifiers.org/mesh/D065634,,,,,,,
|
||||
D006337,Heart Murmurs,MeSH,CC0 1.0,http://identifiers.org/mesh/D006337,,,,,,,
|
||||
D006987,Hypesthesia,MeSH,CC0 1.0,http://identifiers.org/mesh/D006987,,,,,,,
|
||||
D003221,Confusion,MeSH,CC0 1.0,http://identifiers.org/mesh/D003221,,,,,,,
|
||||
D003693,Delirium,MeSH,CC0 1.0,http://identifiers.org/mesh/D003693,,,,,,,
|
||||
D020187,REM Sleep Behavior Disorder,MeSH,CC0 1.0,http://identifiers.org/mesh/D020187,,,,,,,
|
||||
D014717,Vertigo,MeSH,CC0 1.0,http://identifiers.org/mesh/D014717,,,,,,,
|
||||
D001308,Auditory Perceptual Disorders,MeSH,CC0 1.0,http://identifiers.org/mesh/D001308,,,,,,,
|
||||
D018589,Gastroparesis,MeSH,CC0 1.0,http://identifiers.org/mesh/D018589,,,,,,,
|
||||
D020795,Photophobia,MeSH,CC0 1.0,http://identifiers.org/mesh/D020795,,,,,,,
|
||||
D005884,Gingival Hemorrhage,MeSH,CC0 1.0,http://identifiers.org/mesh/D005884,,,,,,,
|
||||
D006316,"Hearing Loss, High-Frequency",MeSH,CC0 1.0,http://identifiers.org/mesh/D006316,,,,,,,
|
||||
D002422,Causalgia,MeSH,CC0 1.0,http://identifiers.org/mesh/D002422,,,,,,,
|
||||
D053202,"Urinary Incontinence, Urge",MeSH,CC0 1.0,http://identifiers.org/mesh/D053202,,,,,,,
|
||||
D011681,Pupil Disorders,MeSH,CC0 1.0,http://identifiers.org/mesh/D011681,,,,,,,
|
||||
D055964,Alien Hand Syndrome,MeSH,CC0 1.0,http://identifiers.org/mesh/D055964,,,,,,,
|
||||
D009886,Ophthalmoplegia,MeSH,CC0 1.0,http://identifiers.org/mesh/D009886,,,,,,,
|
||||
D054971,Orthostatic Intolerance,MeSH,CC0 1.0,http://identifiers.org/mesh/D054971,,,,,,,
|
||||
D009767,"Obesity, Morbid",MeSH,CC0 1.0,http://identifiers.org/mesh/D009767,,,,,,,
|
||||
D000789,"Angina, Unstable",MeSH,CC0 1.0,http://identifiers.org/mesh/D000789,,,,,,,
|
||||
D019080,Cafe-au-Lait Spots,MeSH,CC0 1.0,http://identifiers.org/mesh/D019080,,,,,,,
|
||||
D002375,Catalepsy,MeSH,CC0 1.0,http://identifiers.org/mesh/D002375,,,,,,,
|
||||
D004438,Ecchymosis,MeSH,CC0 1.0,http://identifiers.org/mesh/D004438,,,,,,,
|
||||
D001750,"Urinary Bladder, Neurogenic",MeSH,CC0 1.0,http://identifiers.org/mesh/D001750,,,,,,,
|
||||
D011507,Proteinuria,MeSH,CC0 1.0,http://identifiers.org/mesh/D011507,,,,,,,
|
||||
D003968,"Diarrhea, Infantile",MeSH,CC0 1.0,http://identifiers.org/mesh/D003968,,,,,,,
|
||||
D018496,Hyperoxia,MeSH,CC0 1.0,http://identifiers.org/mesh/D018496,,,,,,,
|
||||
D052245,Usher Syndromes,MeSH,CC0 1.0,http://identifiers.org/mesh/D052245,,,,,,,
|
||||
D004884,Eructation,MeSH,CC0 1.0,http://identifiers.org/mesh/D004884,,,,,,,
|
||||
D023341,Chills,MeSH,CC0 1.0,http://identifiers.org/mesh/D023341,,,,,,,
|
||||
D051474,"Neuralgia, Postherpetic",MeSH,CC0 1.0,http://identifiers.org/mesh/D051474,,,,,,,
|
||||
D012166,Retinal Hemorrhage,MeSH,CC0 1.0,http://identifiers.org/mesh/D012166,,,,,,,
|
||||
D002303,"Cardiac Output, Low",MeSH,CC0 1.0,http://identifiers.org/mesh/D002303,,,,,,,
|
||||
D010243,Paralysis,MeSH,CC0 1.0,http://identifiers.org/mesh/D010243,,,,,,,
|
||||
D058447,Eye Pain,MeSH,CC0 1.0,http://identifiers.org/mesh/D058447,,,,,,,
|
||||
D000006,"Abdomen, Acute",MeSH,CC0 1.0,http://identifiers.org/mesh/D000006,,,,,,,
|
||||
D008580,Meningism,MeSH,CC0 1.0,http://identifiers.org/mesh/D008580,,,,,,,
|
||||
D001037,Aphasia,MeSH,CC0 1.0,http://identifiers.org/mesh/D001037,,,,,,,
|
||||
D052120,Glycogen Storage Disease Type IIb,MeSH,CC0 1.0,http://identifiers.org/mesh/D052120,,,,,,,
|
||||
D006472,Oral Hemorrhage,MeSH,CC0 1.0,http://identifiers.org/mesh/D006472,,,,,,,
|
||||
D003967,Diarrhea,MeSH,CC0 1.0,http://identifiers.org/mesh/D003967,,,,,,,
|
||||
D019873,Schnitzler Syndrome,MeSH,CC0 1.0,http://identifiers.org/mesh/D019873,,,,,,,
|
||||
D003410,Cri-du-Chat Syndrome,MeSH,CC0 1.0,http://identifiers.org/mesh/D003410,,,,,,,
|
||||
D059606,Polydipsia,MeSH,CC0 1.0,http://identifiers.org/mesh/D059606,,,,,,,
|
||||
D046089,"Hearing Loss, Mixed Conductive-Sensorineural",MeSH,CC0 1.0,http://identifiers.org/mesh/D046089,,,,,,,
|
||||
D007806,Language Disorders,MeSH,CC0 1.0,http://identifiers.org/mesh/D007806,,,,,,,
|
||||
D009128,Muscle Spasticity,MeSH,CC0 1.0,http://identifiers.org/mesh/D009128,,,,,,,
|
||||
D054078,Mevalonate Kinase Deficiency,MeSH,CC0 1.0,http://identifiers.org/mesh/D054078,,,,,,,
|
||||
D054221,Classical Lissencephalies and Subcortical Band Heterotopias,MeSH,CC0 1.0,http://identifiers.org/mesh/D054221,,,,,,,
|
||||
D060705,Dyscalculia,MeSH,CC0 1.0,http://identifiers.org/mesh/D060705,,,,,,,
|
||||
D060545,Pudendal Neuralgia,MeSH,CC0 1.0,http://identifiers.org/mesh/D060545,,,,,,,
|
||||
D020188,Sleep Paralysis,MeSH,CC0 1.0,http://identifiers.org/mesh/D020188,,,,,,,
|
||||
D000381,Agraphia,MeSH,CC0 1.0,http://identifiers.org/mesh/D000381,,,,,,,
|
||||
D057896,Striae Distensae,MeSH,CC0 1.0,http://identifiers.org/mesh/D057896,,,,,,,
|
||||
D020923,REM Sleep Parasomnias,MeSH,CC0 1.0,http://identifiers.org/mesh/D020923,,,,,,,
|
||||
D054160,Systolic Murmurs,MeSH,CC0 1.0,http://identifiers.org/mesh/D054160,,,,,,,
|
||||
D011696,"Purpura, Thrombocytopenic",MeSH,CC0 1.0,http://identifiers.org/mesh/D011696,,,,,,,
|
||||
D009120,Muscle Cramp,MeSH,CC0 1.0,http://identifiers.org/mesh/D009120,,,,,,,
|
||||
D057768,Infantile Apparent Life-Threatening Event,MeSH,CC0 1.0,http://identifiers.org/mesh/D057768,,,,,,,
|
||||
D054546,Neuroacanthocytosis,MeSH,CC0 1.0,http://identifiers.org/mesh/D054546,,,,,,,
|
||||
D011304,Presbycusis,MeSH,CC0 1.0,http://identifiers.org/mesh/D011304,,,,,,,
|
||||
D065906,Hyperlactatemia,MeSH,CC0 1.0,http://identifiers.org/mesh/D065906,,,,,,,
|
||||
D021501,Flank Pain,MeSH,CC0 1.0,http://identifiers.org/mesh/D021501,,,,,,,
|
||||
D004417,Dyspnea,MeSH,CC0 1.0,http://identifiers.org/mesh/D004417,,,,,,,
|
||||
D006356,Heartburn,MeSH,CC0 1.0,http://identifiers.org/mesh/D006356,,,,,,,
|
||||
D004401,Dysarthria,MeSH,CC0 1.0,http://identifiers.org/mesh/D004401,,,,,,,
|
||||
D014098,Toothache,MeSH,CC0 1.0,http://identifiers.org/mesh/D014098,,,,,,,
|
||||
D003638,Deafness,MeSH,CC0 1.0,http://identifiers.org/mesh/D003638,,,,,,,
|
||||
D007319,Sleep Initiation and Maintenance Disorders,MeSH,CC0 1.0,http://identifiers.org/mesh/D007319,,,,,,,
|
||||
D020924,Urological Manifestations,MeSH,CC0 1.0,http://identifiers.org/mesh/D020924,,,,,,,
|
||||
D005262,Feminization,MeSH,CC0 1.0,http://identifiers.org/mesh/D005262,,,,,,,
|
||||
D002032,Bulimia,MeSH,CC0 1.0,http://identifiers.org/mesh/D002032,,,,,,,
|
||||
D055154,Dysphonia,MeSH,CC0 1.0,http://identifiers.org/mesh/D055154,,,,,,,
|
||||
D011693,Purpura,MeSH,CC0 1.0,http://identifiers.org/mesh/D011693,,,,,,,
|
||||
D007040,Hypoventilation,MeSH,CC0 1.0,http://identifiers.org/mesh/D007040,,,,,,,
|
||||
D020757,Amaurosis Fugax,MeSH,CC0 1.0,http://identifiers.org/mesh/D020757,,,,,,,
|
||||
D005132,Eye Manifestations,MeSH,CC0 1.0,http://identifiers.org/mesh/D005132,,,,,,,
|
||||
D004409,"Dyskinesia, Drug-Induced",MeSH,CC0 1.0,http://identifiers.org/mesh/D004409,,,,,,,
|
||||
D020921,Sleep Arousal Disorders,MeSH,CC0 1.0,http://identifiers.org/mesh/D020921,,,,,,,
|
||||
D015325,Pyruvate Dehydrogenase Complex Deficiency Disease,MeSH,CC0 1.0,http://identifiers.org/mesh/D015325,,,,,,,
|
||||
D001184,Articulation Disorders,MeSH,CC0 1.0,http://identifiers.org/mesh/D001184,,,,,,,
|
||||
D014839,Vomiting,MeSH,CC0 1.0,http://identifiers.org/mesh/D014839,,,,,,,
|
||||
D014786,Vision Disorders,MeSH,CC0 1.0,http://identifiers.org/mesh/D014786,,,,,,,
|
||||
D007383,Intermittent Claudication,MeSH,CC0 1.0,http://identifiers.org/mesh/D007383,,,,,,,
|
||||
D053578,Opsoclonus-Myoclonus Syndrome,MeSH,CC0 1.0,http://identifiers.org/mesh/D053578,,,,,,,
|
||||
D003147,Communication Disorders,MeSH,CC0 1.0,http://identifiers.org/mesh/D003147,,,,,,,
|
||||
D020820,Dyskinesias,MeSH,CC0 1.0,http://identifiers.org/mesh/D020820,,,,,,,
|
||||
D000377,Agnosia,MeSH,CC0 1.0,http://identifiers.org/mesh/D000377,,,,,,,
|
||||
D059246,Tachypnea,MeSH,CC0 1.0,http://identifiers.org/mesh/D059246,,,,,,,
|
||||
|
447
schnellerereETL.py
Normal file
447
schnellerereETL.py
Normal file
@@ -0,0 +1,447 @@
|
||||
import json
|
||||
import pandas as pd
|
||||
from pathlib import Path
|
||||
from collections import defaultdict
|
||||
|
||||
# ==============================
|
||||
# KONFIGURATION
|
||||
# ==============================
|
||||
INPUT_JSON = "hetionet-v1.0.json"
|
||||
OUTPUT_DIR = Path("neo4j_csv")
|
||||
OUTPUT_DIR.mkdir(exist_ok=True)
|
||||
|
||||
print("="*60)
|
||||
print("HETIONET ETL PIPELINE")
|
||||
print("="*60)
|
||||
|
||||
# ==============================
|
||||
# EXTRACT
|
||||
# ==============================
|
||||
print("\nPHASE 1: EXTRACTION")
|
||||
print("-"*60)
|
||||
print("Loading JSON data...")
|
||||
|
||||
with open(INPUT_JSON, "r", encoding="utf-8") as f:
|
||||
data = json.load(f)
|
||||
|
||||
nodes_raw = data["nodes"]
|
||||
edges_raw = data["edges"]
|
||||
|
||||
print(f"Nodes loaded: {len(nodes_raw):,}")
|
||||
print(f"Edges loaded: {len(edges_raw):,}")
|
||||
|
||||
# ==============================
|
||||
# TRANSFORM – NODES
|
||||
# ==============================
|
||||
print("\n PHASE 2: TRANSFORM NODES")
|
||||
print("-"*60)
|
||||
|
||||
nodes_flat = []
|
||||
for node in nodes_raw:
|
||||
row = {
|
||||
"id": str(node["identifier"]),
|
||||
"name": node.get("name"),
|
||||
"kind": node["kind"]
|
||||
}
|
||||
if "data" in node and isinstance(node["data"], dict):
|
||||
for key, value in node["data"].items():
|
||||
row[key] = value
|
||||
nodes_flat.append(row)
|
||||
|
||||
nodes_df = pd.DataFrame(nodes_flat)
|
||||
|
||||
# Spaltennamen Neo4j-sicher machen
|
||||
nodes_df.columns = (
|
||||
nodes_df.columns
|
||||
.str.replace(" ", "_")
|
||||
.str.replace("-", "_")
|
||||
.str.replace(".", "_")
|
||||
)
|
||||
|
||||
print(f"Processed {len(nodes_df):,} nodes")
|
||||
print(f" Columns: {', '.join(nodes_df.columns[:5])}...")
|
||||
|
||||
# Create lookup dictionaries
|
||||
node_id_to_kind = dict(zip(nodes_df['id'], nodes_df['kind']))
|
||||
node_id_to_name = dict(zip(nodes_df['id'], nodes_df['name']))
|
||||
|
||||
# Create sets for fast membership testing
|
||||
gene_ids = set(nodes_df[nodes_df['kind'] == 'Gene']['id'])
|
||||
disease_ids = set(nodes_df[nodes_df['kind'] == 'Disease']['id'])
|
||||
symptom_ids = set(nodes_df[nodes_df['kind'] == 'Symptom']['id'])
|
||||
compound_ids = set(nodes_df[nodes_df['kind'] == 'Compound']['id'])
|
||||
sideeffect_ids = set(nodes_df[nodes_df['kind'] == 'Side Effect']['id'])
|
||||
|
||||
print(f"\n Node Statistics:")
|
||||
print(f" - Genes: {len(gene_ids):,}")
|
||||
print(f" - Diseases: {len(disease_ids):,}")
|
||||
print(f" - Symptoms: {len(symptom_ids):,}")
|
||||
print(f" - Compounds: {len(compound_ids):,}")
|
||||
print(f" - Side Effects: {len(sideeffect_ids):,}")
|
||||
|
||||
# Export nodes by type
|
||||
print("\n Exporting node files...")
|
||||
for kind in nodes_df["kind"].unique():
|
||||
df_kind = (
|
||||
nodes_df[nodes_df["kind"] == kind]
|
||||
.drop(columns=["kind"])
|
||||
.drop_duplicates(subset=["id"])
|
||||
)
|
||||
filename = OUTPUT_DIR / f"nodes_{kind.replace(' ', '_')}.csv"
|
||||
df_kind.to_csv(filename, index=False)
|
||||
print(f" {filename.name} ({len(df_kind):,} rows)")
|
||||
|
||||
# ==============================
|
||||
# TRANSFORM – EDGES
|
||||
# ==============================
|
||||
print("\nPHASE 3: TRANSFORM EDGES")
|
||||
print("-"*60)
|
||||
|
||||
edges = []
|
||||
for i, edge in enumerate(edges_raw):
|
||||
if i % 500000 == 0 and i > 0:
|
||||
print(f" Processing: {i:,} / {len(edges_raw):,}...")
|
||||
|
||||
edges.append({
|
||||
"source": str(edge["source_id"][1]),
|
||||
"target": str(edge["target_id"][1]),
|
||||
"type": edge["kind"]
|
||||
})
|
||||
|
||||
edges_df = pd.DataFrame(edges)
|
||||
|
||||
# Relationship-Typen Neo4j-sicher machen
|
||||
edges_df["type"] = edges_df["type"].str.replace(" ", "_").str.replace("-", "_")
|
||||
|
||||
edges_file = OUTPUT_DIR / "edges_all.csv"
|
||||
edges_df.to_csv(edges_file, index=False)
|
||||
|
||||
print(f"\n Edges processed: {len(edges_df):,}")
|
||||
print(f"Saved to: {edges_file.name}")
|
||||
|
||||
# Pre-filter edges by type
|
||||
print("\n Pre-filtering edges by type...")
|
||||
edges_by_type = {}
|
||||
for edge_type in ['associates', 'treats', 'presents', 'causes', 'regulates', 'upregulates', 'downregulates', 'binds']:
|
||||
edges_by_type[edge_type] = edges_df[edges_df['type'] == edge_type].copy()
|
||||
if len(edges_by_type[edge_type]) > 0:
|
||||
print(f" - {edge_type}: {len(edges_by_type[edge_type]):,}")
|
||||
|
||||
# ==============================
|
||||
# ANALYSES
|
||||
# ==============================
|
||||
print("\n" + "="*60)
|
||||
print("PHASE 4: ANALYSES")
|
||||
print("="*60)
|
||||
|
||||
# ANALYSIS 1: HOTSPOT GENES
|
||||
print("\n Analysis 1: Hotspot Genes")
|
||||
print("-"*60)
|
||||
|
||||
gene_disease_edges = pd.concat([
|
||||
edges_by_type.get('associates', pd.DataFrame()),
|
||||
edges_by_type.get('regulates', pd.DataFrame()),
|
||||
edges_by_type.get('upregulates', pd.DataFrame()),
|
||||
edges_by_type.get('downregulates', pd.DataFrame()),
|
||||
edges_by_type.get('binds', pd.DataFrame())
|
||||
])
|
||||
|
||||
gene_disease_edges = gene_disease_edges[
|
||||
gene_disease_edges['source'].isin(disease_ids) &
|
||||
gene_disease_edges['target'].isin(gene_ids)
|
||||
]
|
||||
|
||||
gene_counts = gene_disease_edges.groupby('target').size().reset_index(name='num_diseases')
|
||||
|
||||
genes_df = nodes_df[nodes_df['kind']=='Gene'].merge(
|
||||
gene_counts, left_on='id', right_on='target', how='left'
|
||||
)
|
||||
genes_df['num_diseases'] = genes_df['num_diseases'].fillna(0)
|
||||
if 'target' in genes_df.columns:
|
||||
genes_df.drop(columns=['target'], inplace=True)
|
||||
|
||||
genes_df_sorted = genes_df.sort_values('num_diseases', ascending=False)
|
||||
genes_df_sorted.to_csv(OUTPUT_DIR / "nodes_Gene.csv", index=False)
|
||||
|
||||
print(f"Top gene: {genes_df_sorted.iloc[0]['name']} ({int(genes_df_sorted.iloc[0]['num_diseases'])} diseases)")
|
||||
|
||||
# ANALYSIS 2: DISEASE SYMPTOM DIVERSITY
|
||||
print("\n Analysis 2: Disease Symptom Diversity")
|
||||
print("-"*60)
|
||||
|
||||
disease_symptom_edges = edges_by_type.get('presents', pd.DataFrame())
|
||||
disease_symptom_edges = disease_symptom_edges[
|
||||
disease_symptom_edges['source'].isin(disease_ids) &
|
||||
disease_symptom_edges['target'].isin(symptom_ids)
|
||||
]
|
||||
|
||||
disease_counts = disease_symptom_edges.groupby('source').size().reset_index()
|
||||
disease_counts.columns = ['source', 'num_symptoms']
|
||||
|
||||
disease_df = nodes_df[nodes_df['kind']=='Disease'].merge(
|
||||
disease_counts, left_on='id', right_on='source', how='left'
|
||||
)
|
||||
disease_df['num_symptoms'] = disease_df['num_symptoms'].fillna(0)
|
||||
if 'source' in disease_df.columns:
|
||||
disease_df.drop(columns=['source'], inplace=True)
|
||||
|
||||
disease_df_sorted = disease_df.sort_values('num_symptoms', ascending=False)
|
||||
disease_df_sorted.to_csv(OUTPUT_DIR / "nodes_Disease.csv", index=False)
|
||||
|
||||
print(f"Top disease: {disease_df_sorted.iloc[0]['name']} ({int(disease_df_sorted.iloc[0]['num_symptoms'])} symptoms)")
|
||||
|
||||
# Build indices for drug analyses
|
||||
print("\n🔍 Building indices for drug analyses...")
|
||||
disease_to_genes = defaultdict(set)
|
||||
gene_to_diseases = defaultdict(set)
|
||||
for _, row in gene_disease_edges.iterrows():
|
||||
disease_to_genes[row['source']].add(row['target'])
|
||||
gene_to_diseases[row['target']].add(row['source'])
|
||||
|
||||
drug_to_diseases = defaultdict(set)
|
||||
disease_to_drugs = defaultdict(set)
|
||||
treats_edges = edges_by_type.get('treats', pd.DataFrame())
|
||||
for _, row in treats_edges.iterrows():
|
||||
drug_to_diseases[row['source']].add(row['target'])
|
||||
disease_to_drugs[row['target']].add(row['source'])
|
||||
|
||||
symptom_to_diseases = defaultdict(set)
|
||||
for _, row in disease_symptom_edges.iterrows():
|
||||
symptom_to_diseases[row['target']].add(row['source'])
|
||||
|
||||
# ANALYSIS 3: DRUG REPURPOSING
|
||||
print("\nAnalysis 3: Drug Repurposing Opportunities")
|
||||
print("-"*60)
|
||||
|
||||
repurposing_candidates = []
|
||||
for disease_id in list(disease_ids)[:100]:
|
||||
genes = disease_to_genes.get(disease_id, set())
|
||||
if not genes:
|
||||
continue
|
||||
|
||||
related_diseases = set()
|
||||
for gene in genes:
|
||||
related_diseases.update(gene_to_diseases[gene])
|
||||
related_diseases.discard(disease_id)
|
||||
|
||||
candidate_drugs = set()
|
||||
for related_disease in related_diseases:
|
||||
candidate_drugs.update(disease_to_drugs[related_disease])
|
||||
|
||||
existing_treatments = disease_to_drugs[disease_id]
|
||||
new_candidates = candidate_drugs - existing_treatments
|
||||
|
||||
for drug_id in list(new_candidates)[:3]:
|
||||
repurposing_candidates.append({
|
||||
'disease': node_id_to_name.get(disease_id, disease_id),
|
||||
'candidate_drug': node_id_to_name.get(drug_id, drug_id),
|
||||
'shared_genes': len(genes)
|
||||
})
|
||||
|
||||
repurposing_df = pd.DataFrame(repurposing_candidates)
|
||||
if len(repurposing_df) > 0:
|
||||
repurposing_df = repurposing_df.sort_values('shared_genes', ascending=False)
|
||||
repurposing_df.to_csv(OUTPUT_DIR / "analysis_drug_repurposing.csv", index=False)
|
||||
print(f"Found {len(repurposing_df):,} repurposing opportunities")
|
||||
|
||||
# ANALYSIS 4: POLYPHARMACY RISK
|
||||
print("\nAnalysis 4: Polypharmacy Risk")
|
||||
print("-"*60)
|
||||
|
||||
causes_edges = edges_by_type.get('causes', pd.DataFrame())
|
||||
drug_sideeffects = causes_edges[
|
||||
causes_edges['source'].isin(compound_ids) &
|
||||
causes_edges['target'].isin(sideeffect_ids)
|
||||
]
|
||||
|
||||
if len(drug_sideeffects) > 0:
|
||||
drug_risk = drug_sideeffects.groupby('source').size().reset_index(name='num_side_effects')
|
||||
drug_risk['name'] = drug_risk['source'].map(node_id_to_name)
|
||||
drug_risk['num_diseases_treated'] = drug_risk['source'].apply(
|
||||
lambda x: len(drug_to_diseases.get(x, set()))
|
||||
)
|
||||
drug_risk['risk_score'] = drug_risk['num_side_effects'] / (drug_risk['num_diseases_treated'] + 1)
|
||||
drug_risk_sorted = drug_risk.sort_values('num_side_effects', ascending=False)
|
||||
drug_risk_sorted.to_csv(OUTPUT_DIR / "analysis_polypharmacy_risk.csv", index=False)
|
||||
print(f"Analyzed {len(drug_risk_sorted):,} drugs for side effects")
|
||||
|
||||
# ANALYSIS 5: SYMPTOM TRIANGLE
|
||||
print("\n Analysis 5: Symptom-Disease-Drug Triangle")
|
||||
print("-"*60)
|
||||
|
||||
drugs_with_sideeffects_set = set(drug_sideeffects['source']) if len(drug_sideeffects) > 0 else set()
|
||||
|
||||
symptom_analysis = []
|
||||
for symptom_id in list(symptom_ids)[:100]:
|
||||
diseases = symptom_to_diseases.get(symptom_id, set())
|
||||
if not diseases:
|
||||
continue
|
||||
|
||||
treating_drugs = set()
|
||||
for disease in diseases:
|
||||
treating_drugs.update(disease_to_drugs[disease])
|
||||
|
||||
drugs_with_se = len(treating_drugs & drugs_with_sideeffects_set)
|
||||
|
||||
symptom_analysis.append({
|
||||
'symptom': node_id_to_name.get(symptom_id, symptom_id),
|
||||
'num_diseases': len(diseases),
|
||||
'num_treating_drugs': len(treating_drugs),
|
||||
'drugs_with_side_effects': drugs_with_se,
|
||||
'impact_score': len(diseases) * len(treating_drugs)
|
||||
})
|
||||
|
||||
symptom_triangle_df = pd.DataFrame(symptom_analysis)
|
||||
if len(symptom_triangle_df) > 0:
|
||||
symptom_triangle_df = symptom_triangle_df.sort_values('impact_score', ascending=False)
|
||||
symptom_triangle_df.to_csv(OUTPUT_DIR / "analysis_symptom_triangle.csv", index=False)
|
||||
print(f"Analyzed {len(symptom_triangle_df):,} symptoms")
|
||||
|
||||
# ANALYSIS 6: SUPER DRUGS
|
||||
print("\n Analysis 6: Super-Drug Score")
|
||||
print("-"*60)
|
||||
|
||||
super_drugs = []
|
||||
for drug_id in compound_ids:
|
||||
num_diseases = len(drug_to_diseases.get(drug_id, set()))
|
||||
if num_diseases == 0:
|
||||
continue
|
||||
|
||||
num_se = len(drug_sideeffects[drug_sideeffects['source'] == drug_id]) if len(drug_sideeffects) > 0 else 0
|
||||
super_score = num_diseases / (1 + num_se)
|
||||
|
||||
super_drugs.append({
|
||||
'name': node_id_to_name.get(drug_id, drug_id),
|
||||
'num_diseases_treated': num_diseases,
|
||||
'num_side_effects': num_se,
|
||||
'super_score': super_score
|
||||
})
|
||||
|
||||
super_drugs_df = pd.DataFrame(super_drugs)
|
||||
if len(super_drugs_df) > 0:
|
||||
super_drugs_df = super_drugs_df.sort_values('super_score', ascending=False)
|
||||
super_drugs_df.to_csv(OUTPUT_DIR / "analysis_super_drugs.csv", index=False)
|
||||
print(f"Analyzed {len(super_drugs_df):,} drugs")
|
||||
|
||||
# ANALYSIS 7: DRUG CONFLICTS
|
||||
print("\nAnalysis 7: Drug Conflicts")
|
||||
print("-"*60)
|
||||
|
||||
drug_to_sideeffects = defaultdict(set)
|
||||
for _, row in drug_sideeffects.iterrows():
|
||||
drug_to_sideeffects[row['source']].add(row['target'])
|
||||
|
||||
drug_conflicts = []
|
||||
drugs_list = list(drug_to_sideeffects.keys())
|
||||
|
||||
for i in range(len(drugs_list)):
|
||||
if i % 100 == 0 and i > 0:
|
||||
print(f" Processing: {i}/{len(drugs_list)}...")
|
||||
|
||||
drug1_id = drugs_list[i]
|
||||
drug1_se = drug_to_sideeffects[drug1_id]
|
||||
|
||||
for drug2_id in drugs_list[i+1:min(i+51, len(drugs_list))]:
|
||||
drug2_se = drug_to_sideeffects[drug2_id]
|
||||
overlap = drug1_se & drug2_se
|
||||
|
||||
if len(overlap) >= 10:
|
||||
drug_conflicts.append({
|
||||
'drug1': node_id_to_name.get(drug1_id, drug1_id),
|
||||
'drug2': node_id_to_name.get(drug2_id, drug2_id),
|
||||
'shared_side_effects': len(overlap),
|
||||
'drug1_total_se': len(drug1_se),
|
||||
'drug2_total_se': len(drug2_se),
|
||||
'overlap_percentage': (len(overlap) / min(len(drug1_se), len(drug2_se))) * 100
|
||||
})
|
||||
|
||||
drug_conflicts_df = pd.DataFrame(drug_conflicts)
|
||||
if len(drug_conflicts_df) > 0:
|
||||
drug_conflicts_df = drug_conflicts_df.sort_values('shared_side_effects', ascending=False)
|
||||
drug_conflicts_df.to_csv(OUTPUT_DIR / "analysis_drug_conflicts.csv", index=False)
|
||||
print(f"Found {len(drug_conflicts_df):,} drug conflict pairs")
|
||||
|
||||
# ANALYSIS 8: NETWORK DATA
|
||||
print("\n🕸️ Analysis 8: Network Visualization Data")
|
||||
print("-"*60)
|
||||
|
||||
top_diseases = disease_df_sorted.nlargest(20, 'num_symptoms')['id'].tolist()
|
||||
|
||||
network_nodes = []
|
||||
network_edges = []
|
||||
node_id_counter = 0
|
||||
id_mapping = {}
|
||||
|
||||
# Add disease nodes
|
||||
for disease_id in top_diseases:
|
||||
node_id = f"d_{node_id_counter}"
|
||||
id_mapping[disease_id] = node_id
|
||||
network_nodes.append({
|
||||
'id': node_id,
|
||||
'label': node_id_to_name.get(disease_id, disease_id),
|
||||
'type': 'Disease',
|
||||
'original_id': disease_id
|
||||
})
|
||||
node_id_counter += 1
|
||||
|
||||
# Add genes
|
||||
disease_genes = gene_disease_edges[
|
||||
gene_disease_edges['source'].isin(top_diseases)
|
||||
].head(150)
|
||||
|
||||
for _, row in disease_genes.iterrows():
|
||||
gene_id = row['target']
|
||||
if gene_id not in id_mapping:
|
||||
node_id = f"g_{node_id_counter}"
|
||||
id_mapping[gene_id] = node_id
|
||||
network_nodes.append({
|
||||
'id': node_id,
|
||||
'label': node_id_to_name.get(gene_id, gene_id),
|
||||
'type': 'Gene',
|
||||
'original_id': gene_id
|
||||
})
|
||||
node_id_counter += 1
|
||||
|
||||
network_edges.append({
|
||||
'source': id_mapping[row['source']],
|
||||
'target': id_mapping[gene_id],
|
||||
'type': 'associates'
|
||||
})
|
||||
|
||||
# Add drugs
|
||||
drug_treatments = treats_edges[treats_edges['target'].isin(top_diseases)].head(50)
|
||||
|
||||
for _, row in drug_treatments.iterrows():
|
||||
drug_id = row['source']
|
||||
if drug_id not in id_mapping:
|
||||
node_id = f"c_{node_id_counter}"
|
||||
id_mapping[drug_id] = node_id
|
||||
network_nodes.append({
|
||||
'id': node_id,
|
||||
'label': node_id_to_name.get(drug_id, drug_id),
|
||||
'type': 'Compound',
|
||||
'original_id': drug_id
|
||||
})
|
||||
node_id_counter += 1
|
||||
|
||||
network_edges.append({
|
||||
'source': id_mapping[drug_id],
|
||||
'target': id_mapping[row['target']],
|
||||
'type': 'treats'
|
||||
})
|
||||
|
||||
network_nodes_df = pd.DataFrame(network_nodes)
|
||||
network_edges_df = pd.DataFrame(network_edges)
|
||||
|
||||
network_nodes_df.to_csv(OUTPUT_DIR / "network_nodes.csv", index=False)
|
||||
network_edges_df.to_csv(OUTPUT_DIR / "network_edges.csv", index=False)
|
||||
|
||||
print(f"Network: {len(network_nodes_df)} nodes, {len(network_edges_df)} edges")
|
||||
|
||||
# ==============================
|
||||
# SUMMARY
|
||||
# ==============================
|
||||
print("\n" + "="*60)
|
||||
print("ETL PIPELINE COMPLETED SUCCESSFULLY")
|
||||
print("="*60)
|
||||
print(f"\nOutput directory: {OUTPUT_DIR.resolve()}")
|
||||
Reference in New Issue
Block a user