SUMO4

protein abundance — cross-omics
Cross-omicsPROTEIN-MS → RNAPatientPairwise association · TCGA cohorts

Across TCGA patient cohorts, SUMO4 protein abundance is significantly associated with the RNA expression of many other genes, with 408 significant associations in total. PDAC shows the largest number of these associations.

The most reproducible SUMO4-associated genes across cancer lineages are VCPKMT, RPS6KA5, and PPP4R3A. Each is linked with SUMO4 in more than 1 cancer types. Because this analysis shows association rather than direction, both SUMO4-to-partner and partner-to-SUMO4 results are reported.

Each partner links to its own Q-omics profile. The scatter plot shows the strongest example, SUMO4 versus VCPKMT in PDAC, with a Pearson correlation of 0.59.

protein abundance associated genes by consensus

Ranked by combined sampling and lineage consensus. X-score (SUMO4→partner) and Y-score (partner→SUMO4) are standardized regression coefficients; both directions are reported because the association is undirected. p-values are from the association test.
LineagePartner geneX-scoreY-scorep(X)p(Y)Sampling consensusLineage consensus
PDACVCPKMT →+0.485+0.461.001.00131
PDACRPS6KA5 →+0.308+0.557.006.00931
PDACPPP4R3A →+0.382+0.482.003.00631
PDACTRIP11 →+0.454+0.506.002.00731
PDACMCF2 →+0.285+0.527.001.00831
PDACIQCH →+0.488+0.405<.001.00431
Each partner links to its Q-omics profile. Showing the 6 strongest of 408 associations by consensus.

SUMO4 vs VCPKMT — PDAC

Per-sample scatter of SUMO4 vs VCPKMT in PDAC (Pearson r = 0.59).

Explore this scatter interactively →

Exploration