Cross-omicsPROTEIN-MS → RNAPatientPairwise association · TCGA cohorts
Across TCGA patient cohorts, MILR1 protein abundance is significantly associated with the RNA expression of many other genes, with 14,100 significant associations in total. LSCC shows the largest number of these associations.
The most reproducible MILR1-associated genes across cancer lineages are NCF4, CD33, and PIK3CG. Each is linked with MILR1 in more than 4 cancer types. Because this analysis shows association rather than direction, both MILR1-to-partner and partner-to-MILR1 results are reported.
Each partner links to its own Q-omics profile. The scatter plot shows the strongest example, MILR1 versus NCF4 in CCRCC, with a Pearson correlation of 0.71.
protein abundance associated genes by consensus
Ranked by combined sampling and lineage consensus. X-score (MILR1→partner) and Y-score (partner→MILR1) are standardized regression coefficients; both directions are reported because the association is undirected. p-values are from the association test.