Cell Painting and machine learning for mechanistic profiling of hepatotoxic botanicals and their constituents
Guillaume Ollitrault, Constance A. Mitchell, Stephen Ferguson, Amy L. Roe, Brandon White, Katherine Titterton, Jessica Ewald
This study uses Cell Painting and machine learning to identify hepatotoxic botanical constituents and their mechanisms in human hepatocytes.
bioRxiv · Oct 12, 2026 · PreprintPharmacology & Toxicology