Response to ATP

pathway activity — cross-omics
GO:0033198Cross-omicsPROTEIN-MS → RNAPatientPairwise association · TCGA cohorts

Across TCGA patient cohorts, RNA activity of the Response to ATP 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 B4GALT5, SDR9C7, and NEFH, each associated with the pathway in up to 3 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, Response to ATP activity versus B4GALT5 in GBM (Pearson r = -0.28).

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
GBMB4GALT5 →-0.453-0.372.001<.00133
CCRCCSDR9C7 →-0.079-0.826<.001<.00133
HNSCNEFH →+0.319+0.557<.001.00232
HNSCPMP22 →+0.786+0.733.001<.00132
HNSCADAMTS5 →+0.684+0.653.007<.00132
HNSCRAB3IL1 →+0.422+0.376.003.00332
Each partner links to its Q-omics profile. Showing the 6 strongest associations by consensus.

GO:0033198 vs B4GALT5 — GBM

Per-sample scatter of Response to ATP activity vs B4GALT5 in GBM.

Explore this scatter interactively →

Exploration