PPM1J

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

Across TCGA patient cohorts, PPM1J protein abundance is significantly associated with the RNA expression of many other genes, with 4,534 significant associations in total. LSCC shows the largest number of these associations.

The most reproducible PPM1J-associated genes across cancer lineages are DPP4, TEF, and ABCG2. Each is linked with PPM1J in more than 2 cancer types. Because this analysis shows association rather than direction, both PPM1J-to-partner and partner-to-PPM1J results are reported.

Each partner links to its own Q-omics profile. The scatter plot shows the strongest example, PPM1J versus DPP4 in UCEC, with a Pearson correlation of 0.65.

protein abundance associated genes by consensus

Ranked by combined sampling and lineage consensus. X-score (PPM1J→partner) and Y-score (partner→PPM1J) 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
UCECDPP4 →+2.406+1.239<.001<.00133
GBMTEF →+0.839+0.496<.001<.00133
UCECABCG2 →+1.555+1.001.007.00432
UCECRGS22 →+2.007+1.075<.001<.00132
UCECKLRC1 →+1.244+1.025<.001<.00132
UCECSAMD3 →+0.931+1.205<.001<.00132
Each partner links to its Q-omics profile. Showing the 6 strongest of 4,534 associations by consensus.

PPM1J vs DPP4 — UCEC

Per-sample scatter of PPM1J vs DPP4 in UCEC (Pearson r = 0.65).

Explore this scatter interactively →

Exploration