Purine nucleoside metabolic process

pathway activity — cross-omics
GO:0042278Cross-omicsPROTEIN-MS → RNACellPairwise association · TCGA cohorts

Across TCGA cell cohorts, RNA activity of the Purine nucleoside metabolic process pathway is significantly associated with the RNA expression of multiple genes, with the STOMACH cohort showing a particularly strong set of associations.

The most reproducible pathway-associated genes across cancer lineages are MACROD1, SINHCAF, and GRN, each associated with the pathway in up to 7 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 metabolic process activity versus MACROD1 in STOMACH (Pearson r = 0.63).

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
STOMACHMACROD1 →+1.370+1.539.007.00127
BONESINHCAF →+1.054+1.450.002.00135
LARGE_INTESTINEGRN →-1.014-1.128.004<.00134
BONEEDN1 →-2.949-1.595.005<.00134
STOMACHACYP1 →+1.273+1.297<.001<.00134
BLOOD_LeukemiaMAPKAPK5 →+0.558+0.462<.001.00234
Each partner links to its Q-omics profile. Showing the 6 strongest associations by consensus.

GO:0042278 vs MACROD1 — STOMACH

Per-sample scatter of Purine nucleoside metabolic process activity vs MACROD1 in STOMACH.

Explore this scatter interactively →

Exploration