Regulation of heart morphogenesis

pathway activity — cross-omics
GO:2000826Cross-omicsRNA → PROTEIN-MSPatientPairwise association · TCGA cohorts

Across TCGA patient cohorts, RNA activity of the Regulation of heart morphogenesis pathway is significantly associated with the protein abundance of multiple proteins, with the COAD cohort showing a particularly strong set of associations.

The most reproducible pathway-associated proteins across cancer lineages are SVIL, TGFB2, and VSNL1, 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 heart morphogenesis activity versus SVIL in COAD (Pearson r = 0.09).

Pathway-associated proteins 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 proteinX-scoreY-scorep(X)p(Y)Sampling consensusLineage consensus
COADSVIL →+0.296+0.038.008.00435
BRCATGFB2 →+0.522+0.045<.001.00135
UCECVSNL1 →+1.280+0.131.005.00335
UCECHMCN1 →+0.491+0.130.001<.00135
BRCAPTPN14 →+0.314+0.054<.001<.00135
CCRCCFSTL1 →+0.772+0.042<.001.00135
Each partner links to its Q-omics profile. Showing the 6 strongest associations by consensus.

GO:2000826 vs SVIL — COAD

Per-sample scatter of Regulation of heart morphogenesis activity vs SVIL in COAD.

Explore this scatter interactively →

Exploration