Cross-omicsPROTEIN-MS → RNAPatientPairwise association · TCGA cohorts
Across TCGA patient cohorts, MUC4 protein abundance is significantly associated with the RNA expression of many other genes, with 7,331 significant associations in total. LUAD shows the largest number of these associations.
The most reproducible MUC4-associated genes across cancer lineages are STS, CEACAM5, and MUC5B. Each is linked with MUC4 in more than 3 cancer types. Because this analysis shows association rather than direction, both MUC4-to-partner and partner-to-MUC4 results are reported.
Each partner links to its own Q-omics profile. The scatter plot shows the strongest example, MUC4 versus STS in COAD, with a Pearson correlation of 0.47.
protein abundance associated genes by consensus
Ranked by combined sampling and lineage consensus. X-score (MUC4→partner) and Y-score (partner→MUC4) are standardized regression coefficients; both directions are reported because the association is undirected. p-values are from the association test.