Purine nucleoside diphosphate biosynthetic process

pathway activity — cross-omics
GO:0009136Cross-omicsPROTEIN-MS → RNACellPairwise association · TCGA cohorts

Across TCGA cell cohorts, RNA activity of the Purine nucleoside diphosphate biosynthetic process 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 AK4, NFKBIB, and RHOC, 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, Purine nucleoside diphosphate biosynthetic process activity versus AK4 in BLOOD_Lymphoma (Pearson r = 0.53).

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_LymphomaAK4 →+2.328+0.233<.001<.00136
BONENFKBIB →-0.918-0.361.008<.00135
BLOOD_LymphomaRHOC →+3.074+0.329<.001<.00135
BLOOD_LymphomaTIGD4 →+0.513+0.295<.001<.00135
BONETIMM50 →-0.890-0.471<.001<.00134
BONESPNS1 →-0.309-0.304.005.00434
Each partner links to its Q-omics profile. Showing the 6 strongest associations by consensus.

GO:0009136 vs AK4 — BLOOD_Lymphoma

Per-sample scatter of Purine nucleoside diphosphate biosynthetic process activity vs AK4 in BLOOD_Lymphoma.

Explore this scatter interactively →

Exploration