VHL

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

Across TCGA patient cohorts, VHL protein abundance is significantly associated with the RNA expression of many other genes, with 8,097 significant associations in total. PDAC shows the largest number of these associations.

The most reproducible VHL-associated genes across cancer lineages are FEZ1, TRAF6, and RNF24. Each is linked with VHL in more than 1 cancer types. Because this analysis shows association rather than direction, both VHL-to-partner and partner-to-VHL results are reported.

Each partner links to its own Q-omics profile. The scatter plot shows the strongest example, VHL versus FEZ1 in HNSC, with a Pearson correlation of 0.42.

protein abundance associated genes by consensus

Ranked by combined sampling and lineage consensus. X-score (VHL→partner) and Y-score (partner→VHL) 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
HNSCFEZ1 →+0.975+0.494.001.00432
GBMTRAF6 →-0.354-0.269<.001.00532
PDACRNF24 →+1.049+0.514.005.00432
OVPLA2R1 →+0.769+0.412.001<.00132
BRCASLC18A2 →+1.045+0.405.001<.00132
PDACTMEM43 →+1.011+0.540<.001<.00132
Each partner links to its Q-omics profile. Showing the 6 strongest of 8,097 associations by consensus.

VHL vs FEZ1 — HNSC

Per-sample scatter of VHL vs FEZ1 in HNSC (Pearson r = 0.42).

Explore this scatter interactively →

Exploration