Cross-omicsPROTEIN-MS → RNAPatientPairwise association · TCGA cohorts
Across TCGA patient cohorts, GGA2 protein abundance is significantly associated with the RNA expression of many other genes, with 18,753 significant associations in total. GBM shows the largest number of these associations.
The most reproducible GGA2-associated genes across cancer lineages are SLC15A3, APOC1, and CD74. Each is linked with GGA2 in more than 6 cancer types. Because this analysis shows association rather than direction, both GGA2-to-partner and partner-to-GGA2 results are reported.
Each partner links to its own Q-omics profile. The scatter plot shows the strongest example, GGA2 versus SLC15A3 in GBM, with a Pearson correlation of 0.59.
protein abundance associated genes by consensus
Ranked by combined sampling and lineage consensus. X-score (GGA2→partner) and Y-score (partner→GGA2) are standardized regression coefficients; both directions are reported because the association is undirected. p-values are from the association test.