Queries the DepMap database for gene dependency scores across cancer cell lines.
npx skills add https://github.com/Yezez9/Research-Agent --skill depmap
Please help me install this Agent Skill. Skill: depmap Source: https://github.com/Yezez9/Research-Agent/tree/main/scientific-skills/depmap Command: npx skills add https://github.com/Yezez9/Research-Agent --skill depmap
This Skill provides access to the Cancer Dependency Map (DepMap) data, enabling researchers to identify genes essential for cancer cell survival and pinpoint potential therapeutic targets.
Use the depmap skill to find cell lines selectively dependent on the gene 'KRAS' within the 'Lung' cancer type.
High-intent search queries and answers about installing and using this skill.
To find selectively dependent cell lines, query gene dependency scores from CRISPR Chronos screens across cancer cell lines. This identifies cancer-specific vulnerabilities by comparing gene essentiality profiles against cell line annotations to pinpoint selective dependencies.
CRISPR Chronos and RNAi represent different screening technologies for gene dependency. Querying both data types allows cross-validation of gene essentiality profiles, reducing off-target effects and confirming selective vulnerabilities across cancer cell lines.
Yes, you can analyze DepMap gene essentiality profiles to identify synthetic lethal interactions. By correlating gene dependency scores with mutations or copy number alterations, researchers can validate drug targets and discover biomarkers.
You can retrieve gene dependency scores via API for targeted queries or download datasets for local analysis. This programmatic access supports large-scale bioinformatics research by enabling batch processing of gene essentiality profiles across hundreds of cancer cell lines.
Yes, DepMap supports biomarker discovery by correlating gene essentiality with mutations, expression, or copy number alterations. This facilitates identifying genes essential only in certain cancer types or subtypes by analyzing cell line annotations alongside dependency scores.
LeonChaoXQuery DepMap gene dependency scores to identify essential genes in cancer cell lines.
felixboehmQuery DepMap for gene dependency scores and drug sensitivity data.
tassiovaleQuery the Cancer Dependency Map for gene dependency scores and drug sensitivity data.
Zeyuyang-0420Query gene dependency scores and drug sensitivity data across cancer cell lines.
