bio-crispr-screens-drugz-chemogenomic
lilinji/GeneTind-Life-SkillsAnalyzes CRISPR drug-modifier (chemogenomic) screens with drugZ (Colic et al. 2019 Genome Med), a bidirectional Z-score method that identifies…
Scores out of 100 · grade B+
2026-08-22Works
40% of the score100/100
- Loads cleanly: valid frontmatter, required fields present, no dangling references.
Maintained
25% of the score94/100
- no commits in the last 12 weeks
- no license file
Adopted
20% of the score13/100
- 8 stars on the source repo.
Documented
15% of the score91/100
- 1,925 words with worked examples.
- Ships 2 bundled files.
Install
npx skills add lilinji/GeneTind-Life-Skills/bio-crispr-screens-drugz-chemogenomicWhat the check found
| Finding | What it means |
|---|---|
| No license | The repository ships no license file, so the reuse terms are unclear. |
What it says it does
Analyzes CRISPR drug-modifier (chemogenomic) screens with drugZ (Colic et al. 2019 Genome Med), a bidirectional Z-score method that identifies synthetic-lethal sensitizing genes and resistance-conferring suppressor genes from vehicle vs drug comparisons. Covers vehicle-anchored design (not Day-0), the bidirectional Z math giving greater sensitivity to small-effect hits than MAGeCK / STARS / edgeR / RIGER on drug screens, per-gene sumZ and normZ, synth (sensitizer) vs supp (suppressor) FDR, multi-dose handling, integration with control sgRNAs, and comparison with MAGeCK MLE with dose covariate. Use when running a drug-modifier CRISPR screen, identifying sensitizing or resistance genes for a drug candidate, choosing drugZ vs MAGeCK MLE for chemogenomic analysis, troubleshooting low-effect drug screens where MAGeCK lacks sensitivity, or designing a drug-screen layout (vehicle vs drug arms).
Also in lilinji/GeneTind-Life-Skills
| Artifact | Score | What the check found | Type | Reach | Last commit |
|---|---|---|---|---|---|
| arboretolilinji/GeneTind-Life-Skills | No license | Skill | 8 stars | today | |
| aws-cdk-developmentlilinji/GeneTind-Life-Skills | No license | Skill | 8 stars | today | |
| bidslilinji/GeneTind-Life-Skills | No license | Skill | 8 stars | today | |
| adaptyvlilinji/GeneTind-Life-Skills | No license | Skill | 8 stars | today | |
| analyze-fastalilinji/GeneTind-Life-Skills | No license | Skill | 8 stars | today | |
| ancestry-risk-profilerlilinji/GeneTind-Life-Skills | No license | Skill | 8 stars | today |
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