Mammary gland epithelial cell differentiation

pathway activity — cross-omics
GO:0060644Cross-omicsPROTEIN-MS → RNACellPairwise association · TCGA cohorts

Across TCGA cell cohorts, RNA activity of the Mammary gland epithelial cell differentiation pathway is significantly associated with the RNA expression of multiple genes, with the LARGE_INTESTINE cohort showing a particularly strong set of associations.

The most reproducible pathway-associated genes across cancer lineages are C22orf31, PLEK2, and TM9SF4, each associated with the pathway in up to 1 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, Mammary gland epithelial cell differentiation activity versus C22orf31 in LARGE_INTESTINE (Pearson r = -0.97).

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
LARGE_INTESTINEC22orf31 →-0.105-0.650.002.00231
LARGE_INTESTINEPLEK2 →+1.159+0.526.006.00531
LARGE_INTESTINETM9SF4 →-0.882-0.543<.001.00231
LARGE_INTESTINENRF1 →-0.439-0.543.004.00231
LARGE_INTESTINENUP98 →-0.667-0.543.003.00231
LARGE_INTESTINETENT4A →-1.235-0.699.001<.00131
Each partner links to its Q-omics profile. Showing the 6 strongest associations by consensus.

GO:0060644 vs C22orf31 — LARGE_INTESTINE

Per-sample scatter of Mammary gland epithelial cell differentiation activity vs C22orf31 in LARGE_INTESTINE.

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