Cross-omicsPROTEIN-MS → RNAPatientPairwise association · TCGA cohorts
Across TCGA patient cohorts, HAVCR1 protein abundance is significantly associated with the RNA expression of many other genes, with 1,280 significant associations in total. CCRCC shows the largest number of these associations.
The most reproducible HAVCR1-associated genes across cancer lineages are ARL4AP1, PPM1F, and SRRD. Each is linked with HAVCR1 in more than 1 cancer types. Because this analysis shows association rather than direction, both HAVCR1-to-partner and partner-to-HAVCR1 results are reported.
Each partner links to its own Q-omics profile. The scatter plot shows the strongest example, HAVCR1 versus ARL4AP1 in PDAC, with a Pearson correlation of -0.48.
protein abundance associated genes by consensus
Ranked by combined sampling and lineage consensus. X-score (HAVCR1→partner) and Y-score (partner→HAVCR1) are standardized regression coefficients; both directions are reported because the association is undirected. p-values are from the association test.