Keratinocyte differentiation

pathway activity — cross-omics
GO:0030216Cross-omicsPROTEIN-MS → RNAPatientPairwise association · TCGA cohorts

Across TCGA patient cohorts, RNA activity of the Keratinocyte differentiation pathway is significantly associated with the RNA expression of multiple genes, with the BRCA cohort showing a particularly strong set of associations.

The most reproducible pathway-associated genes across cancer lineages are SMAD5, KRT7, and MALL, each associated with the pathway in up to 2 cancer types. Since the analysis shows associations rather than directional relationships, both pathway-to-partner and partner-to-pathway views are reported.

Each partner is linked to its corresponding Q-omics profile. The scatter plot shows the strongest association, Keratinocyte differentiation activity versus SMAD5 in BRCA (Pearson r = 0.05).

Pathway-associated genes by consensus

Ranked by combined sampling and lineage consensus. X-score (pathway→partner) and Y-score (partner→pathway) are standardized regression coefficients; both directions are reported because the association is undirected. The reported p-values are derived from the association test.
LineagePartner geneX-scoreY-scorep(X)p(Y)Sampling consensusLineage consensus
BRCASMAD5 →-0.837-0.179.003.00832
BRCAKRT7 →+3.310+0.236.005.00332
BRCAMALL →+1.593+0.235.002.00332
BRCAN6AMT1 →-0.999-0.240<.001<.00132
BRCAALS2CL →+1.468+0.238<.001.00432
BRCAC2orf69 →-0.946-0.238<.001<.00132
Each partner links to its Q-omics profile. Showing the 6 strongest associations by consensus.

GO:0030216 vs SMAD5 — BRCA

Per-sample scatter of Keratinocyte differentiation activity vs SMAD5 in BRCA.

Explore this scatter interactively →

Exploration