Cross-omicsPROTEIN-MS → RNAPatientPairwise association · TCGA cohorts
Across TCGA patient cohorts, ALDH5A1 protein abundance is significantly associated with the RNA expression of many other genes, with 16,990 significant associations in total. GBM shows the largest number of these associations.
The most reproducible ALDH5A1-associated genes across cancer lineages are GPLD1, LOX, and TMEM45A. Each is linked with ALDH5A1 in more than 6 cancer types. Because this analysis shows association rather than direction, both ALDH5A1-to-partner and partner-to-ALDH5A1 results are reported.
Each partner links to its own Q-omics profile. The scatter plot shows the strongest example, ALDH5A1 versus GPLD1 in HNSC, with a Pearson correlation of 0.36.
protein abundance associated genes by consensus
Ranked by combined sampling and lineage consensus. X-score (ALDH5A1→partner) and Y-score (partner→ALDH5A1) are standardized regression coefficients; both directions are reported because the association is undirected. p-values are from the association test.