Positive regulation of cellular response to transforming growth factor beta stimulus

pathway activity — cross-omics
GO:1903846Cross-omicsRNA → PROTEIN-MSPatientPairwise association · TCGA cohorts

Across TCGA patient cohorts, RNA activity of the Positive regulation of cellular response to transforming growth factor beta stimulus 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 TNS2, TNS2_S120, and TNS2_S102, 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, Positive regulation of cellular response to transforming growth factor beta stimulus activity versus TNS2 in OV (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
OVTNS2 →+0.383+0.064.001.00339
LUADTNS2_S120 →+0.557+0.061<.001<.00139
OVTNS2_S102 →+0.776+0.058.002.00238
UCECADIPOQ →+1.011+0.088<.001<.00138
UCECRSU1 →+0.361+0.052<.001<.00138
OVTIMP3 →+0.964+0.064<.001.00238
Each partner links to its Q-omics profile. Showing the 6 strongest associations by consensus.

GO:1903846 vs TNS2 — OV

Per-sample scatter of Positive regulation of cellular response to transforming growth factor beta stimulus activity vs TNS2 in OV.

Explore this scatter interactively →

Exploration