Endocrine system development

pathway activity — cross-omics
GO:0035270Cross-omicsPROTEIN-MS → RNAPatientPairwise association · TCGA cohorts

Across TCGA patient cohorts, RNA activity of the Endocrine system development 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 MMRN1, NME2, and SDAD1P1, 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, Endocrine system development activity versus MMRN1 in BRCA (Pearson r = -0.08).

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
BRCAMMRN1 →+0.768+0.143.001.00325
BRCANME2 →-0.504-0.129<.001.00734
COADSDAD1P1 →+0.198+0.422.005.00434
BRCACPED1 →+0.752+0.167<.001<.00133
BRCAF13A1 →+1.106+0.133<.001.00533
BRCARCBTB2 →+0.413+0.127.001.00824
Each partner links to its Q-omics profile. Showing the 6 strongest associations by consensus.

GO:0035270 vs MMRN1 — BRCA

Per-sample scatter of Endocrine system development activity vs MMRN1 in BRCA.

Explore this scatter interactively →

Exploration