"Regulation of CD4-positive, alpha-beta T cell differentiation"

pathway activity — cross-omics
GO:0043370Cross-omicsPROTEIN-MS → RNAPatientPairwise association · TCGA cohorts

Across TCGA patient cohorts, RNA activity of the "Regulation of CD4-positive, alpha-beta T cell differentiation" pathway is significantly associated with the RNA expression of multiple genes, with the GBM cohort showing a particularly strong set of associations.

The most reproducible pathway-associated genes across cancer lineages are PTPN7, PARP15, and TNIP3, 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, "Regulation of CD4-positive, alpha-beta T cell differentiation" activity versus PTPN7 in GBM (Pearson r = 0.20).

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
GBMPTPN7 →+0.754+0.895<.001<.00136
GBMPARP15 →+0.589+0.535<.001<.00136
UCECTNIP3 →+0.916+0.227.001.00535
GBMTLR8 →+1.275+0.680<.001.00135
UCECPTPN22 →+0.686+0.335<.001<.00134
HNSCCD3G →+0.887+0.532<.001.00634
Each partner links to its Q-omics profile. Showing the 6 strongest associations by consensus.

GO:0043370 vs PTPN7 — GBM

Per-sample scatter of

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Exploration