GO:0045761Cross-omicsPROTEIN-MS → RNACellPairwise association · TCGA cohorts
Across TCGA cell cohorts, RNA activity of the Regulation of adenylate cyclase activity pathway is significantly associated with the RNA expression of multiple genes, with the BREAST cohort showing a particularly strong set of associations.
The most reproducible pathway-associated genes across cancer lineages are STIM1, ZNFX1, and OSER1, each associated with the pathway in up to 9 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, Regulation of adenylate cyclase activity activity versus STIM1 in BREAST (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.