Query DepMap Chronos gene dependency scores across cancer cell lines.
npx skills add https://github.com/OwnLabAI/ownlab --skill depmap-ownlabai
Please help me install this Agent Skill. Skill: depmap Source: https://github.com/OwnLabAI/ownlab/tree/main/mart/skills/scientific-skills/depmap Command: npx skills add https://github.com/OwnLabAI/ownlab --skill depmap-ownlabai
DepMap provides access to gene dependency scores across cancer cell lines to identify essential genes, cancer-selective vulnerabilities, and potential drug targets.
Query Chronos scores for a gene across DepMap cell lines to identify cancer-selective dependencies.
High-intent search queries and answers about installing and using this skill.
To identify cancer-selective dependencies, query DepMap Chronos gene effect scores across hundreds of cancer cell lines and compare them against pan-essential genes to pinpoint lineage-specific vulnerabilities for target validation.
Yes, you can filter Chronos gene dependency data by specific cancer types by cross-referencing DepMap cell line metadata, allowing you to restrict selectivity analysis to defined lineages and genomic contexts.
The best way to find biomarker correlations is to integrate DepMap OmicsExpression and mutation reference datasets with Chronos gene effect scores to map drug sensitivity and dependency patterns across genomic features.
Chronos gene effect scoring estimates gene dependency by quantifying cell line proliferation changes after gene knockout, allowing you to distinguish essential genes from non-essential genes across cancer models.
A limitation of using DepMap cancer cell line data for target validation is its reliance on in vitro models, meaning dependencies identified through Chronos scores require further validation in in vivo contexts.
shushuznRetrieve DepMap gene dependency and drug sensitivity signals for cancer cell lines.
RamanEbrahimiQueryes gene dependency scores and drug sensitivity data from Cancer DepMap API or local files using Python scripts.
SciMate-AIQuery DepMap Chronos scores and gene effects across cancer cell lines.
Zeyuyang-0420Query gene dependency scores and drug sensitivity data across cancer cell lines.
