Regulation of Rac protein signal transduction

pathway activity — cross-omics
GO:0035020Cross-omicsPROTEIN-MS → RNAPatientPairwise association · TCGA cohorts

Across TCGA patient cohorts, RNA activity of the Regulation of Rac protein signal transduction pathway is significantly associated with the RNA expression of multiple genes, with the LUAD cohort showing a particularly strong set of associations.

The most reproducible pathway-associated genes across cancer lineages are TBCK, GRM3, and ANO3, each associated with the pathway in up to 5 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, Regulation of Rac protein signal transduction activity versus TBCK in LUAD (Pearson r = 0.09).

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
LUADTBCK →+0.226+0.464.006.00725
GBMGRM3 →+0.997+0.180<.001.00634
GBMANO3 →+0.568+0.341.002<.00134
LUADSMIM8 →+0.350+0.547<.001.00233
LUADSWT1 →+0.278+0.730.003<.00133
LUADTHAP1 →+0.303+0.448<.001.00833
Each partner links to its Q-omics profile. Showing the 6 strongest associations by consensus.

GO:0035020 vs TBCK — LUAD

Per-sample scatter of Regulation of Rac protein signal transduction activity vs TBCK in LUAD.

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Exploration