Mammary gland epithelium development

pathway activity — cross-omics
GO:0061180Cross-omicsPROTEIN-MS → RNACellPairwise association · TCGA cohorts

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

The most reproducible pathway-associated genes across cancer lineages are TUBD1, SDHC, and PMEPA1, each associated with the pathway in up to 4 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 epithelium development activity versus TUBD1 in OESOPHAGUS (Pearson r = -0.46).

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
OESOPHAGUSTUBD1 →-0.750-1.200.009.00133
OESOPHAGUSSDHC →-0.587-1.193.003<.00133
LARGE_INTESTINEPMEPA1 →+4.180+1.210<.001<.00133
BLOOD_LymphomaTEP1 →-0.949-1.479<.001.00233
BLOOD_LymphomaZNF236 →-0.822-1.479.003.00233
LARGE_INTESTINERPS27 →-0.561-0.962.006.00733
Each partner links to its Q-omics profile. Showing the 6 strongest associations by consensus.

GO:0061180 vs TUBD1 — OESOPHAGUS

Per-sample scatter of Mammary gland epithelium development activity vs TUBD1 in OESOPHAGUS.

Explore this scatter interactively →

Exploration