Cross-omicsPROTEIN-MS → RNAPatientPairwise association · TCGA cohorts
Across TCGA patient cohorts, CSPG4 protein abundance is significantly associated with the RNA expression of many other genes, with 13,078 significant associations in total. CCRCC shows the largest number of these associations.
The most reproducible CSPG4-associated genes across cancer lineages are RFLNB, ITGA5, and CARMN. Each is linked with CSPG4 in more than 8 cancer types. Because this analysis shows association rather than direction, both CSPG4-to-partner and partner-to-CSPG4 results are reported.
Each partner links to its own Q-omics profile. The scatter plot shows the strongest example, CSPG4 versus RFLNB in BRCA, with a Pearson correlation of 0.42.
protein abundance associated genes by consensus
Ranked by combined sampling and lineage consensus. X-score (CSPG4→partner) and Y-score (partner→CSPG4) are standardized regression coefficients; both directions are reported because the association is undirected. p-values are from the association test.