Myofibroblast differentiation

pathway activity — cross-omics
GO:0036446Cross-omicsRNA → PROTEIN-MSPatientPairwise association · TCGA cohorts

Across TCGA patient cohorts, RNA activity of the Myofibroblast differentiation pathway is significantly associated with the protein abundance of multiple proteins, with the UCEC cohort showing a particularly strong set of associations.

The most reproducible pathway-associated proteins across cancer lineages are BGN, COLEC12, and DCN, each associated with the pathway in up to 9 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, Myofibroblast differentiation activity versus BGN in UCEC (Pearson r = 0.38).

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
UCECBGN →+0.695+0.105<.001.00439
OVCOLEC12 →+0.748+0.089.001.00339
BRCADCN →+0.934+0.093<.001<.00139
GBMHSPG2 →+0.513+0.073<.001<.00139
BRCALRP1 →+0.604+0.112<.001<.00139
BRCAPCOLCE →+0.727+0.095<.001<.00139
Each partner links to its Q-omics profile. Showing the 6 strongest associations by consensus.

GO:0036446 vs BGN — UCEC

Per-sample scatter of Myofibroblast differentiation activity vs BGN in UCEC.

Explore this scatter interactively →

Exploration