Cross-omicsPROTEIN-MS → RNAPatientPairwise association · TCGA cohorts
Across TCGA patient cohorts, GGCX protein abundance is significantly associated with the RNA expression of many other genes, with 16,957 significant associations in total. GBM shows the largest number of these associations.
The most reproducible GGCX-associated genes across cancer lineages are S100A11, CCM2L, and ZNF557. Each is linked with GGCX in more than 4 cancer types. Because this analysis shows association rather than direction, both GGCX-to-partner and partner-to-GGCX results are reported.
Each partner links to its own Q-omics profile. The scatter plot shows the strongest example, GGCX versus S100A11 in GBM, with a Pearson correlation of 0.41.
protein abundance associated genes by consensus
Ranked by combined sampling and lineage consensus. X-score (GGCX→partner) and Y-score (partner→GGCX) are standardized regression coefficients; both directions are reported because the association is undirected. p-values are from the association test.