GO:0000075Cross-omicsPROTEIN-MS → RNAPatientPairwise association · TCGA cohorts
Across TCGA patient cohorts, RNA activity of the Cell cycle checkpoint signaling pathway is significantly associated with the RNA expression of multiple genes, with the COAD cohort showing a particularly strong set of associations.
The most reproducible pathway-associated genes across cancer lineages are SGSM3, ATP5POP1, and SHANK2-AS3, each associated with the pathway in up to 1 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, Cell cycle checkpoint signaling activity versus SGSM3 in COAD (Pearson r = -0.02).
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.