Across CCLE and GDSC cell-line panels, response to Sapitinib is significantly associated with the shRNA dependency of multiple gene dependencies, with LUNG_NSCLC_LUSC cell lines showing a particularly strong set of associations.
The most reproducible Sapitinib response-associated gene dependencies across cancer lineages are MEST, EGFR, and CSMD3, 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, Sapitinib response versus MEST shRNA dependency in LUNG_NSCLC_LUSC (Pearson r = -0.65).
Shrna dependency biomarkers of Sapitinib 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.