Smooth muscle adaptation

pathway activity — cross-omics
GO:0014805Cross-omicsPROTEIN-MS → RNACellPairwise association · TCGA cohorts

Across TCGA cell cohorts, RNA activity of the Smooth muscle adaptation pathway is significantly associated with the RNA expression of multiple genes, with the KIDNEY cohort showing a particularly strong set of associations.

The most reproducible pathway-associated genes across cancer lineages are TNC, DLEC1, and PPP2R3C, each associated with the pathway in up to 2 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, Smooth muscle adaptation activity versus TNC in KIDNEY (Pearson r = 1.00).

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
KIDNEYTNC →+4.885+1.585.001.00812
KIDNEYDLEC1 →-0.180-1.585.001.00812
KIDNEYPPP2R3C →+0.799+1.585.009.00812
KIDNEYCNIH1 →+0.759+1.585.004.00812
KIDNEYSGIP1 →+3.219+1.585<.001.00812
KIDNEYTTC32 →-0.695-1.585.001.00811
Each partner links to its Q-omics profile. Showing the 6 strongest associations by consensus.

GO:0014805 vs TNC — KIDNEY

Per-sample scatter of Smooth muscle adaptation activity vs TNC in KIDNEY.

Explore this scatter interactively →

Exploration