Tumor necrosis factor-mediated signaling pathway

pathway activity — cross-omics
GO:0033209Cross-omicsPROTEIN-MS → RNACellPairwise association · TCGA cohorts

Across TCGA cell cohorts, RNA activity of the Tumor necrosis factor-mediated signaling pathway pathway is significantly associated with the RNA expression of multiple genes, with the SOFT_TISSUE cohort showing a particularly strong set of associations.

The most reproducible pathway-associated genes across cancer lineages are C1QBP, LGALS1, and COX10, 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, Tumor necrosis factor-mediated signaling pathway activity versus C1QBP in SOFT_TISSUE (Pearson r = 0.79).

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
SOFT_TISSUEC1QBP →+1.283+0.483<.001.00736
OVARYLGALS1 →+2.566+0.360.001.00935
LUNG_SCLCCOX10 →+0.695+0.308.004.00435
LARGE_INTESTINERHOD →-1.870-0.451.002.00135
LARGE_INTESTINESAA1 →-2.573-0.468<.001.00135
URINARY_TRACTIFT57 →+0.779+1.293.009<.00135
Each partner links to its Q-omics profile. Showing the 6 strongest associations by consensus.

GO:0033209 vs C1QBP — SOFT_TISSUE

Per-sample scatter of Tumor necrosis factor-mediated signaling pathway activity vs C1QBP in SOFT_TISSUE.

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Exploration