Negative regulation of transforming growth factor beta receptor signaling pathway

pathway activity — cross-omics
GO:0030512Cross-omicsPROTEIN-MS → PROTEIN-MSPatientPairwise association · TCGA cohorts

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

The most reproducible pathway-associated proteins across cancer lineages are PNN, RBM17_S155, and SF3A1_S359, 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, Negative regulation of transforming growth factor beta receptor signaling pathway activity versus PNN in GBM (Pearson r = 0.27).

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
GBMPNN →+0.281+0.345<.001.00126
BRCARBM17_S155 →+0.467+0.234<.001<.00135
BRCASF3A1_S359 →+0.502+0.171<.001<.00134
OVSIN3A_S832 →+1.028+0.271<.001<.00134
GBMSMC1A →+0.327+0.359<.001.00225
GBMSREK1 →+0.360+0.422<.001.00134
Each partner links to its Q-omics profile. Showing the 6 strongest associations by consensus.

GO:0030512 vs PNN — GBM

Per-sample scatter of Negative regulation of transforming growth factor beta receptor signaling pathway activity vs PNN in GBM.

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Exploration