"Negative regulation of CD4-positive, alpha-beta T cell differentiation"

pathway activity — cross-omics
GO:0043371Cross-omicsPROTEIN-MS → RNACellPairwise association · TCGA cohorts

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

The most reproducible pathway-associated genes across cancer lineages are LGALS1, ATP8B3, and ZEB1, each associated with the pathway in up to 9 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 CD4-positive, alpha-beta T cell differentiation" activity versus LGALS1 in BLOOD_Lymphoma (Pearson r = 0.55).

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
BLOOD_LymphomaLGALS1 →+4.297+0.308<.001<.00139
LUNG_NSCLC_LUADATP8B3 →+1.510+0.217<.001<.00138
BREASTZEB1 →+1.607+0.270.004.00237
BLOOD_LymphomaANXA1 →+5.304+0.279<.001<.00137
LARGE_INTESTINEPMP22 →+2.142+0.300<.001.00628
BREASTEMP3 →+2.667+0.204<.001.00436
Each partner links to its Q-omics profile. Showing the 6 strongest associations by consensus.

GO:0043371 vs LGALS1 — BLOOD_Lymphoma

Per-sample scatter of

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