Query DepMap for gene dependency scores and drug sensitivity across cancer cell lines.
npx skills add https://github.com/yf8578/clawomics --skill depmap-yf8578
Please help me install this Agent Skill. Skill: depmap Source: https://github.com/yf8578/clawomics/tree/main/skills/depmap Command: npx skills add https://github.com/yf8578/clawomics --skill depmap-yf8578
This Skill helps researchers identify critical genes and vulnerabilities in cancer cell lines by querying the Cancer Dependency Map (DepMap) database.
Use the depmap skill to find cell lines selectively dependent on the gene 'KRAS' in lung cancer.
High-intent search queries and answers about installing and using this skill.
To find cancer cell lines dependent on a specific gene, you can query CRISPR knockout scores from the DepMap database to retrieve gene effect profiles and identify cancer-specific vulnerabilities across hundreds of cell lines.
Synthetic lethality analysis identifies drug targets by finding gene pairs where the loss of one is tolerated, but the loss of both is lethal, suggesting novel therapeutic strategies for cancer vulnerabilities.
You can discover biomarkers predicting drug sensitivity by querying DepMap to identify genomic features like mutations or expression levels that correlate with sensitivity to specific gene knockouts in cancer cell lines.
The best way to validate oncology drug targets is to retrieve drug sensitivity data and gene dependency scores from DepMap's RNAi screening data to confirm cancer-specific vulnerabilities across cell lines.
Querying DepMap supports identifying KRAS-mutant lung cancer vulnerabilities by retrieving gene dependency scores for specific cell lines to investigate if a gene is essential in that cancer context.
You should not use DepMap gene effect profiles when your research requires primary tumor data instead of cell line models, as the database relies on CRISPR and RNAi screening data from cultured cancer cell lines.
Zeyuyang-0420Query gene dependency scores and drug sensitivity data across cancer cell lines.
felixboehmQuery DepMap for gene dependency scores and drug sensitivity data.
Lord1EgyptQuery and analyze DepMap CRISPR gene effect data for genetic vulnerabilities.
OwnLabAIQuery DepMap Chronos gene dependency scores across cancer cell lines.
