GO:0032891Cross-omicsPROTEIN-MS → RNACellPairwise association · TCGA cohorts
Across TCGA cell cohorts, RNA activity of the Negative regulation of organic acid transport pathway is significantly associated with the RNA expression of multiple genes, with the LIVER cohort showing a particularly strong set of associations.
The most reproducible pathway-associated genes across cancer lineages are RRAS, SCAMP5, and CNNM2, 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, Negative regulation of organic acid transport activity versus RRAS in LIVER (Pearson r = 0.74).
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.