Protein processing

pathway activity — cross-omics
GO:0016485Cross-omicsPROTEIN-MS → RNAPatientPairwise association · TCGA cohorts

Across TCGA patient cohorts, RNA activity of the Protein processing pathway is significantly associated with the RNA expression of multiple genes, with the BRCA cohort showing a particularly strong set of associations.

The most reproducible pathway-associated genes across cancer lineages are ALDH1L2, SRPX, and TIMP1, 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, Protein processing activity versus ALDH1L2 in BRCA (Pearson r = 0.34).

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
BRCAALDH1L2 →+1.099+0.270.001.00235
BRCASRPX →+1.189+0.215<.001<.00134
OVTIMP1 →+0.833+0.166.001.00134
OVAEBP1 →+1.737+0.189<.001<.00134
OVASPN →+1.792+0.177<.001<.00134
OVBCHE →+1.208+0.150<.001.00134
Each partner links to its Q-omics profile. Showing the 6 strongest associations by consensus.

GO:0016485 vs ALDH1L2 — BRCA

Per-sample scatter of Protein processing activity vs ALDH1L2 in BRCA.

Explore this scatter interactively →

Exploration