Identify cancer-specific gene dependencies and synthetic lethal partners from DepMap datasets.
npx skills add https://github.com/dralkh/seerai --skill depmap-dralkh
Please help me install this Agent Skill. Skill: depmap Source: https://github.com/dralkh/seerai/tree/main/skills/depmap Command: npx skills add https://github.com/dralkh/seerai --skill depmap-dralkh
This Skill helps researchers identify cancer-specific gene dependencies, synthetic lethal partners, and drug response signals from DepMap data without manually piecing together multiple datasets.
Use the depmap skill to identify the most selective gene dependencies for a chosen cancer lineage and summarize the top candidate vulnerabilities.
High-intent search queries and answers about installing and using this skill.
To identify synthetic lethal partners using DepMap CRISPR and RNAi data, compare Chronos dependency scores across cell lines to find selectively essential genes. This pinpoints cancer-specific vulnerabilities by statistically contrasting mutant and wild-type groups.
Gene dependency analysis for cancer target validation is the process of evaluating Chronos scores to determine if a gene is selectively essential in specific cancer lineages. It validates oncology research hypotheses by aligning cell line metadata with dependency patterns.
Yes, you can discover biomarkers for drug sensitivity from gene expression and copy number data. The workflow involves testing whether mutations, expression changes, or copy number alterations predict dependency on a specific target gene across cancer lineages.
Yes, pan-cancer essentiality analysis requires statistical comparison of mutant versus wild-type groups. It relies on Chronos-based dependency interpretation and cell line metadata alignment to systematically prioritize targets and validate hypotheses across cancer lineages.
The best way to find cancer-specific gene dependencies without manually piecing together datasets is to apply integrated analysis workflows across CRISPR, RNAi, mutation, and expression data. This systematically identifies selective vulnerabilities and drug response signals.
OwnLabAIQuery DepMap Chronos gene dependency scores across cancer cell lines.
Estrella-231Query DepMap Chronos CRISPR gene effect and PRISM sensitivity data for cancer dependency context.
jasrajtulsiAnalyze cancer cell line dependency profiles to identify selective gene vulnerabilities.
shushuznRetrieve DepMap gene dependency and drug sensitivity signals for cancer cell lines.
