Positive regulation of transforming growth factor beta production

pathway activity — cross-omics
GO:0071636Cross-omicsRNA → PROTEIN-MSPatientPairwise association · TCGA cohorts

Across TCGA patient cohorts, RNA activity of the Positive regulation of transforming growth factor beta production pathway is significantly associated with the protein abundance of multiple proteins, with the OV cohort showing a particularly strong set of associations.

The most reproducible pathway-associated proteins across cancer lineages are STUB1_S19, ZNF318_S464, and RAB29, each associated with the pathway in up to 6 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, Positive regulation of transforming growth factor beta production activity versus STUB1_S19 in OV (Pearson r = -0.06).

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
OVSTUB1_S19 →-0.569-0.038.006.00135
OVZNF318_S464 →-0.520-0.027.004.00435
OVRAB29 →+0.311+0.028.003.00535
HNSCDOCK4_T1899 →+0.340+0.066.003.00135
HNSCG3BP1 →-0.120-0.046.002.00135
GBMHAAO →+0.500+0.099<.001<.00135
Each partner links to its Q-omics profile. Showing the 6 strongest associations by consensus.

GO:0071636 vs STUB1_S19 — OV

Per-sample scatter of Positive regulation of transforming growth factor beta production activity vs STUB1_S19 in OV.

Explore this scatter interactively →

Exploration