scientific-depmap-dependencies

Fetch cancer cell line gene dependency and drug sensitivity data from the DepMap API.

3|1|Updated Feb 11, 2026
One-click install
npx skills add https://github.com/nahisaho/satori --skill scientific-depmap-dependencies
Or copy as Structured Prompt for Agent
Please help me install this Agent Skill.
Skill: scientific-depmap-dependencies
Source: https://github.com/nahisaho/satori/tree/main/src/.github/skills/scientific-depmap-dependencies
Command: npx skills add https://github.com/nahisaho/satori --skill scientific-depmap-dependencies

SYSTEM DOCUMENTATION & REQUIREMENTS

What problem does it solve?

Cancer research often requires integrating gene dependency and drug sensitivity data across multiple cancer cell lines, CRISPR/RNAi screens, and related metadata from the DepMap Portal. This skill provides programmatic access to the DepMap Portal API to fetch gene-dependency scores, drug sensitivity data, and gene effect metrics for downstream analysis.

Core Features & Use Cases

  • Retrieve cell-line metadata, tissue types, and cancer types to contextualize dependencies.
  • Fetch gene dependency scores (CRISPR/RNAi) and associated drug sensitivities for hypothesis testing and target prioritization.
  • Integrate with Cell Model Passports datasets and downstream pipelines for precision oncology research.

Quick Start

Query the DepMap Portal for a given gene symbol to retrieve dependency scores and export the results for downstream analysis.

Frequently Asked Questions about scientific-depmap-dependencies

High-intent search queries and answers about installing and using this skill.

FAQPage Schema
How do I fetch gene dependency scores from the DepMap Portal for cancer cell lines?

You can fetch gene dependency scores by querying the DepMap Portal API with a specific gene symbol. This retrieves CRISPR and RNAi gene effect metrics for cancer cell lines, which are processed into structured tabular outputs for downstream analysis.

Can I retrieve drug sensitivity data alongside CRISPR and RNAi effects for target prioritization?

Yes, you can retrieve drug sensitivity data alongside CRISPR and RNAi effects. This combination allows you to perform target prioritization by analyzing gene essentiality and drug response metrics across various cancer cell lines.

Does this tool integrate DepMap data with Cell Model Passports datasets?

Yes, this tool supports integration with Cell Model Passports datasets. You can combine DepMap gene dependency and drug sensitivity data with Cell Model Passports metadata for comprehensive precision oncology research and downstream pipelines.

How are DepMap API JSON responses processed for downstream analysis?

The tool handles DepMap API JSON responses by parsing them and processing the data into structured tabular outputs. This ensures the gene dependency scores and cell line metadata are formatted correctly for downstream analysis pipelines.

What cell line metadata can I retrieve to contextualize cancer dependencies?

You can retrieve cell line metadata including tissue types and cancer types. This contextual information helps frame the gene dependency scores and drug sensitivity data when analyzing cancer dependencies across different cell lines.