scientific-nci60-screening
CommunityNCI-60 cancer cell screening & analysis
Data & Analytics#data-integration#depmap#drug-sensitivity#nci-60#cellminer#cancer-cell-lines#biomarker-correlation
Authornahisaho
Version1.0.0
Installs0
System Documentation
What problem does it solve?
Provides an integrated pipeline to analyze cancer cell line drug responses using NCI-60, CellMiner, and DepMap data, enabling robust cross-dataset insights.
Core Features & Use Cases
- Integrates high-throughput screening data (GI50/LC50) and dependency scores to identify drug sensitivity patterns across cell lines.
- Enables biomarker correlations between molecular features and drug responses, and cross-panel comparisons (NCI-60 vs DepMap).
- Use Case: compare GI50 trends across cell lines and link them to molecular markers to prioritize compounds for further study.
Quick Start
Invoke the nci60_screening_pipeline with a drug name or NSC ID to produce integrated NCI-60/DepMap results.
Dependency Matrix
Required Modules
None requiredComponents
Standard package💻 Claude Code Installation
Recommended: Let Claude install automatically. Simply copy and paste the text below to Claude Code.
Please help me install this Skill: Name: scientific-nci60-screening Download link: https://github.com/nahisaho/satori/archive/main.zip#scientific-nci60-screening Please download this .zip file, extract it, and install it in the .claude/skills/ directory.
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