Query gene dependency scores and drug sensitivity data from the Cancer Dependency Map.
npx skills add https://github.com/galeep/plugin-place --skill depmap-galeep
Please help me install this Agent Skill. Skill: depmap Source: https://github.com/galeep/plugin-place/tree/main/plugins/sci-multi-omics/skills/depmap Command: npx skills add https://github.com/galeep/plugin-place --skill depmap-galeep
This skill helps users query the Cancer Dependency Map (DepMap) for cancer cell line gene dependency scores, drug sensitivity data, and gene effect profiles, facilitating the identification of cancer-specific vulnerabilities and synthetic lethal interactions.
Query the DepMap for cancer cell line dependency scores using the skill 'depmap'.
High-intent search queries and answers about installing and using this skill.
To find gene dependency scores, query the Cancer Dependency Map to retrieve gene effect profiles for specific cancer cell lines. This identifies cancer-specific vulnerabilities and validates potential oncology drug targets.
Yes, you can identify synthetic lethal interactions using cancer dependency mapping data. By analyzing gene effect profiles, you can find genes that are selectively essential when another gene is mutated or deleted in cancer cell lines.
Predict drug sensitivity in cancer cell lines by retrieving drug sensitivity data from the Cancer Dependency Map. This lets you predict compound response based on specific genomic features and dependency scores.
Yes, you need Python with the requests, pandas, and numpy libraries to analyze Cancer Dependency Map data. These libraries are required for programmatic data retrieval and analysis of gene dependency and drug sensitivity datasets.
The best way to validate oncology drug targets using dependency mapping is to query the DepMap for specific genes and cancer types. This retrieves dependency scores to determine cancer-specific vulnerabilities essential for survival.
Hung-3008Query the DepMap API for Chronos gene effect scores across cancer cell lines.
tassiovaleQuery the Cancer Dependency Map for gene dependency scores and drug sensitivity data.
biomaps-infraQuery DepMap for cancer cell line gene dependency and drug sensitivity data.
felixboehmQuery DepMap for gene dependency scores and drug sensitivity data.
