depmap

Analyze Chronos gene dependency scores across DepMap cell lines.

1|2|Updated Apr 29, 2026
One-click install
npx skills add https://github.com/fuzzy-dynamics/strings --skill depmap-fuzzy-dynamics
Or copy as Structured Prompt for Agent
Please help me install this Agent Skill.
Skill: depmap
Source: https://github.com/fuzzy-dynamics/strings/tree/main/packages/skills/depmap
Command: npx skills add https://github.com/fuzzy-dynamics/strings --skill depmap-fuzzy-dynamics

SYSTEM DOCUMENTATION & REQUIREMENTS

💡 This Skill includes references (resource) components.

What problem does it solve?

DepMap Chronos data provide essential gene dependency scores across hundreds of cancer cell lines, enabling researchers to identify cancer vulnerabilities and potential drug targets with structured, reproducible analyses.

Core Features & Use Cases

  • Access Chronos gene effect scores across many cancer cell lines.
  • Identify cancer-selective dependencies and potential synthetic lethal partners.
  • Integrate dependency data with mutation, expression, and CNA information to prioritize targets for validation.

Quick Start

Query the DepMap API or downloaded data to fetch Chronos scores for a gene of interest across your cell-line panel.

Frequently Asked Questions about depmap

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

FAQPage Schema
How do I identify cancer gene dependencies across cell lines using Chronos scores?

Synthetic lethality analysis finds cancer-selective dependencies by comparing Chronos gene effect scores across diverse cell lines. It filters DepMap data to identify gene pairs where specific mutations create vulnerabilities for therapeutic target validation.

Can I integrate DepMap gene dependency data with mutation and expression information?

Yes, you can integrate Chronos dependency scores with mutation, expression, and CNA information to prioritize targets. This data-processing workflow filters and compares dependencies against genomic features for comprehensive target validation.

What do I need to fetch and analyze DepMap cell-line dependency data?

You need Chronos gene effect data, sample_info cell-line metadata, and Python data-processing workflows. These components allow you to fetch, filter, and compare gene dependency scores across diverse cancer types for target validation.

When should I use DepMap Chronos data for target validation instead of other dependency datasets?

Use DepMap Chronos data when you need reproducible, structured gene dependency scores across hundreds of cancer cell lines. It provides essential gene effect metrics enabling researchers to identify cancer vulnerabilities and potential drug targets systematically.