Peptidyl-proline modification

pathway activity — cross-omics
GO:0018208Cross-omicsPROTEIN-MS → RNACellPairwise association · TCGA cohorts

Across TCGA cell cohorts, RNA activity of the Peptidyl-proline modification pathway is significantly associated with the RNA expression of multiple genes, with the STOMACH cohort showing a particularly strong set of associations.

The most reproducible pathway-associated genes across cancer lineages are CAMK1, PSMB7, and PDLIM1, each associated with the pathway in up to 5 cancer types. Since the analysis shows associations rather than directional relationships, both pathway-to-partner and partner-to-pathway views are reported.

Each partner is linked to its corresponding Q-omics profile. The scatter plot shows the strongest association, Peptidyl-proline modification activity versus CAMK1 in STOMACH (Pearson r = 0.58).

Pathway-associated genes by consensus

Ranked by combined sampling and lineage consensus. X-score (pathway→partner) and Y-score (partner→pathway) are standardized regression coefficients; both directions are reported because the association is undirected. The reported p-values are derived from the association test.
LineagePartner geneX-scoreY-scorep(X)p(Y)Sampling consensusLineage consensus
STOMACHCAMK1 →+1.972+0.110<.001.00135
PANCREASPSMB7 →-0.601-0.164.003<.00135
BONEPDLIM1 →-3.889-0.208.002.00235
BONENR3C1 →-2.284-0.234.001.00335
BONEBCL10 →-1.294-0.224.003.00235
BONEBCDIN3D →+0.639+0.186.001.00435
Each partner links to its Q-omics profile. Showing the 6 strongest associations by consensus.

GO:0018208 vs CAMK1 — STOMACH

Per-sample scatter of Peptidyl-proline modification activity vs CAMK1 in STOMACH.

Explore this scatter interactively →

Exploration