Drug responseDRUG → SHRNACell lineCAL-101, Zydelig
Across CCLE and GDSC cell-line panels, response to Idelalisib is significantly associated with the shRNA dependency of multiple gene dependencies, with UPPER_AERODIGESTIVE_TRACT cell lines showing a particularly strong set of associations.
The most reproducible Idelalisib response-associated gene dependencies across cancer lineages are ART3, CKAP5, and LRRFIP1, each associated with drug response in up to 7 lineages. Since the analysis identifies associations rather than directional relationships, both response-to-biomarker and biomarker-to-response views are provided.
Each biomarker is linked to its corresponding Q-omics profile. The scatter plot shows the strongest observed association, Idelalisib response versus ART3 shRNA dependency in UPPER_AERODIGESTIVE_TRACT (Pearson r = -0.96).
Shrna dependency biomarkers of Idelalisib response
Ranked by combined sampling and lineage consensus. X-score (response→biomarker) and Y-score (biomarker→response) are standardized regression coefficients; both directions are reported because the association is undirected. The reported p-values are derived from the association test.