Regulation of collagen fibril organization

pathway activity — cross-omics
GO:1904026Cross-omicsPROTEIN-MS → RNAPatientPairwise association · TCGA cohorts

Across TCGA patient cohorts, RNA activity of the Regulation of collagen fibril organization pathway is significantly associated with the RNA expression of multiple genes, with the COAD cohort showing a particularly strong set of associations.

The most reproducible pathway-associated genes across cancer lineages are CDC16, NEK3, and NUDT15, each associated with the pathway in up to 4 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, Regulation of collagen fibril organization activity versus CDC16 in COAD (Pearson r = 0.40).

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
COADCDC16 →+0.430+0.229<.001.00434
BRCANEK3 →+0.628+0.263<.001<.00134
BRCANUDT15 →+0.444+0.196.008.00834
BRCANAA16 →+0.272+0.174.008<.00134
BRCASUCLA2-AS1 →+0.337+0.165.001.00534
LUADRNU1-72P →+0.975+0.236<.001<.00134
Each partner links to its Q-omics profile. Showing the 6 strongest associations by consensus.

GO:1904026 vs CDC16 — COAD

Per-sample scatter of Regulation of collagen fibril organization activity vs CDC16 in COAD.

Explore this scatter interactively →

Exploration