Cross-omicsPROTEIN-MS → RNAPatientPairwise association · TCGA cohorts
Across TCGA patient cohorts, ALDH3A1 protein abundance is significantly associated with the RNA expression of many other genes, with 8,852 significant associations in total. LSCC shows the largest number of these associations.
The most reproducible ALDH3A1-associated genes across cancer lineages are AKR1C2, GPX2, and NQO1. Each is linked with ALDH3A1 in more than 4 cancer types. Because this analysis shows association rather than direction, both ALDH3A1-to-partner and partner-to-ALDH3A1 results are reported.
Each partner links to its own Q-omics profile. The scatter plot shows the strongest example, ALDH3A1 versus AKR1C2 in LSCC, with a Pearson correlation of 0.66.
protein abundance associated genes by consensus
Ranked by combined sampling and lineage consensus. X-score (ALDH3A1→partner) and Y-score (partner→ALDH3A1) are standardized regression coefficients; both directions are reported because the association is undirected. p-values are from the association test.