Cross-omicsPROTEIN-MS → RNAPatientPairwise association · TCGA cohorts
Across TCGA patient cohorts, C22orf31 protein abundance is significantly associated with the RNA expression of many other genes, with 343 significant associations in total. CCRCC shows the largest number of these associations.
The most reproducible C22orf31-associated genes across cancer lineages are UBR5, PUS3, and GALNT18. Each is linked with C22orf31 in more than 1 cancer types. Because this analysis shows association rather than direction, both C22orf31-to-partner and partner-to-C22orf31 results are reported.
Each partner links to its own Q-omics profile. The scatter plot shows the strongest example, C22orf31 versus UBR5 in GBM, with a Pearson correlation of -0.55.
protein abundance associated genes by consensus
Ranked by combined sampling and lineage consensus. X-score (C22orf31→partner) and Y-score (partner→C22orf31) are standardized regression coefficients; both directions are reported because the association is undirected. p-values are from the association test.