Regulation of T-helper 1 cell differentiation

pathway activity — cross-omics
GO:0045625Cross-omicsPROTEIN-MS → RNAPatientPairwise association · TCGA cohorts

Across TCGA patient cohorts, RNA activity of the Regulation of T-helper 1 cell differentiation 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 ZNF629, ATG2B, and RIPK2, 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 T-helper 1 cell differentiation activity versus ZNF629 in LUAD (Pearson r = -0.01).

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
LUADZNF629 →-0.382-0.452.003.00935
BRCAATG2B →-0.487-0.569.001.00135
LUADRIPK2 →+0.605+0.625<.001<.00125
HNSCDNAJC27 →-0.337-0.247.008.00934
GBMHOXA7 →-0.615-0.543.002.00534
CCRCCNCKAP1L →+0.484+0.563.003.00134
Each partner links to its Q-omics profile. Showing the 6 strongest associations by consensus.

GO:0045625 vs ZNF629 — LUAD

Per-sample scatter of Regulation of T-helper 1 cell differentiation activity vs ZNF629 in LUAD.

Explore this scatter interactively →

Exploration