Regulation of epithelial cell differentiation

pathway activity — cross-omics
GO:0030856Cross-omicsPROTEIN-MS → RNAPatientPairwise association · TCGA cohorts

Across TCGA patient cohorts, RNA activity of the Regulation of epithelial cell 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 SPARC, TIMP2, and FNDC1, each associated with the pathway in up to 5 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, Regulation of epithelial cell differentiation activity versus SPARC in BRCA (Pearson r = 0.21).

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
BRCASPARC →+0.972+0.300.002.00835
BRCATIMP2 →+0.968+0.394<.001.00135
BRCAFNDC1 →+0.703+0.216.004.00635
PDACTIMP3 →+0.769+0.141<.001<.00134
BRCASH3D19 →+0.515+0.310.008.00834
PDACINHBA →+0.674+0.127.003.00634
Each partner links to its Q-omics profile. Showing the 6 strongest associations by consensus.

GO:0030856 vs SPARC — BRCA

Per-sample scatter of Regulation of epithelial cell differentiation activity vs SPARC in BRCA.

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Exploration