Data Science & Analytics
Tooluniverse Variant Predictor DMS Validation
Validate a variant-effect predictor (AlphaMissense, ESM-C SAE, ESM logits, EVE, conservation scores, or any per-variant numeric score) against experimental deep mutational scanning (DMS) data. Computes per-variant predictor scores, splits variants into neutral vs disruptive groups by DMS effect, runs a Mann-Whitney U test on the predictor scores, and sweeps the stratification thresholds for robustness. Use when you need to know whether a predictor's scores track real functional disruption on a specific protein.
- Publisher / source
- mims-harvard/ToolUniverse (found on GitHub top repositories)
- Upstream record
- mims-harvard/ToolUniverse
- Version
- Version 1
- Published
- Publication review
- Approved for publication
- Content fingerprint
1a33bde1fd2a563750473b40ede4c4aa18696f0ca2613b665ef1026af7acb4db