Cross-omicsPROTEIN-MS → RNAPatientPairwise association · TCGA cohorts
Across TCGA patient cohorts, HHLA1 protein abundance is significantly associated with the RNA expression of many other genes, with 2,393 significant associations in total. GBM shows the largest number of these associations.
The most reproducible HHLA1-associated genes across cancer lineages are TP53AIP1, ADGRB2, and TLCD3B. Each is linked with HHLA1 in more than 2 cancer types. Because this analysis shows association rather than direction, both HHLA1-to-partner and partner-to-HHLA1 results are reported.
Each partner links to its own Q-omics profile. The scatter plot shows the strongest example, HHLA1 versus TP53AIP1 in UCEC, with a Pearson correlation of 0.54.
protein abundance associated genes by consensus
Ranked by combined sampling and lineage consensus. X-score (HHLA1→partner) and Y-score (partner→HHLA1) are standardized regression coefficients; both directions are reported because the association is undirected. p-values are from the association test.