Negative regulation of SMAD protein signal transduction

pathway activity — cross-omics
GO:0060392Cross-omicsPROTEIN-MS → RNACellPairwise association · TCGA cohorts

Across TCGA cell cohorts, RNA activity of the Negative regulation of SMAD protein signal transduction pathway is significantly associated with the RNA expression of multiple genes, with the STOMACH cohort showing a particularly strong set of associations.

The most reproducible pathway-associated genes across cancer lineages are ASF1B, HIRA, and SEM1, 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 SMAD protein signal transduction activity versus ASF1B in STOMACH (Pearson r = 0.76).

Pathway-associated genes 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 geneX-scoreY-scorep(X)p(Y)Sampling consensusLineage consensus
STOMACHASF1B →+1.740+1.611.002.00336
PANCREASHIRA →+0.807+1.224.004.00535
LUNG_NSCLC_LUADSEM1 →+0.583+0.834.003.00935
LUNG_SCLCRBBP4 →+0.929+0.312.001.00235
URINARY_TRACTRPS19BP1 →+0.728+1.229.003.00335
BREASTPTP4A2 →+0.762+0.908.001.00534
Each partner links to its Q-omics profile. Showing the 6 strongest associations by consensus.

GO:0060392 vs ASF1B — STOMACH

Per-sample scatter of Negative regulation of SMAD protein signal transduction activity vs ASF1B in STOMACH.

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Exploration