Regulation of cardiac epithelial to mesenchymal transition

pathway activity — cross-omics
GO:0062042Cross-omicsPROTEIN-MS → RNAPatientPairwise association · TCGA cohorts

Across TCGA patient cohorts, RNA activity of the Regulation of cardiac epithelial to mesenchymal transition 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 TWIST1, PKD2, and MGP, 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, Regulation of cardiac epithelial to mesenchymal transition activity versus TWIST1 in BRCA (Pearson r = 0.27).

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
BRCATWIST1 →+1.059+0.397<.001.00634
CCRCCPKD2 →+0.348+0.552.006.00334
OVMGP →+1.089+0.196.006.00333
OVUBE2D3P3 →+0.249+0.192.006.00833
HNSCSLC16A10 →+0.564+0.583.001.00333
LSCCRAB3IL1 →+0.609+0.681<.001.00833
Each partner links to its Q-omics profile. Showing the 6 strongest associations by consensus.

GO:0062042 vs TWIST1 — BRCA

Per-sample scatter of Regulation of cardiac epithelial to mesenchymal transition activity vs TWIST1 in BRCA.

Explore this scatter interactively →

Exploration