Cross-omicsPROTEIN-MS → RNAPatientPairwise association · TCGA cohorts
Across TCGA patient cohorts, CMC4 protein abundance is significantly associated with the RNA expression of many other genes, with 12,456 significant associations in total. PDAC shows the largest number of these associations.
The most reproducible CMC4-associated genes across cancer lineages are BUB1B, MCM10, and SPAG5. Each is linked with CMC4 in more than 5 cancer types. Because this analysis shows association rather than direction, both CMC4-to-partner and partner-to-CMC4 results are reported.
Each partner links to its own Q-omics profile. The scatter plot shows the strongest example, CMC4 versus BUB1B in LUAD, with a Pearson correlation of -0.32.
protein abundance associated genes by consensus
Ranked by combined sampling and lineage consensus. X-score (CMC4→partner) and Y-score (partner→CMC4) are standardized regression coefficients; both directions are reported because the association is undirected. p-values are from the association test.