RAF_9304

response biomarkers — cross-omics
Drug responseDRUG → PROTEIN-RPPACell lineSN1034259943

Across CCLE and GDSC cell-line panels, response to RAF_9304 is significantly associated with the total protein of multiple proteins, with BLOOD_Leukemia cell lines showing a particularly strong set of associations.

The most reproducible RAF_9304 response-associated proteins across cancer lineages are TSC1, PDK1_pS241, and PDK1, each associated with drug response in up to 6 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, RAF_9304 response versus TSC1 total protein in BLOOD_Leukemia (Pearson r = -0.40).

Total protein biomarkers of RAF_9304 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.
LineagePartner proteinX-scoreY-scorep(X)p(Y)Sampling consensusLineage consensus
BLOOD_LeukemiaTSC1 →-0.447-0.896.013.01236
BLOOD_MyelomaPDK1_pS241 →-0.557-0.527.001.04736
BLOOD_MyelomaPDK1 →-0.480-0.832.004.03136
LUNG_NSCLC_LUSCYAP_pS127 →+1.152+0.636.010.03036
LARGE_INTESTINEFRA1 →+0.851+0.645.002.00236
LUNG_SCLCc-Myc →+1.121+0.586<.001<.00136
Each biomarker links to its Q-omics profile. Showing the 6 strongest associations by consensus.

RAF_9304 response vs TSC1 — BLOOD_Leukemia

Per-cell-line scatter of RAF_9304 response vs TSC1 total protein in BLOOD_Leukemia.

Explore this scatter interactively →

Exploration