Ribonucleoside diphosphate biosynthetic process

pathway activity — cross-omics
GO:0009188Cross-omicsPROTEIN-MS → RNACellPairwise association · TCGA cohorts

Across TCGA cell cohorts, RNA activity of the Ribonucleoside 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 ARF1, RRAGD, and RAB3A, 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, Ribonucleoside diphosphate biosynthetic process activity versus ARF1 in BLOOD_Lymphoma (Pearson r = 0.52).

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_LymphomaARF1 →+0.721+0.268.002.00137
SKINRRAGD →+2.356+0.217.001.00236
LARGE_INTESTINERAB3A →+1.020+0.225.002.00436
PANCREASSCLY →+1.022+0.269.003.00527
PANCREASPRPF38A →+0.604+0.354.001<.00136
LIVERCDK8 →+0.685+0.196.003.00835
Each partner links to its Q-omics profile. Showing the 6 strongest associations by consensus.

GO:0009188 vs ARF1 — BLOOD_Lymphoma

Per-sample scatter of Ribonucleoside diphosphate biosynthetic process activity vs ARF1 in BLOOD_Lymphoma.

Explore this scatter interactively →

Exploration