Skeletal system morphogenesis

pathway activity — cross-omics
GO:0048705Cross-omicsPROTEIN-MS → RNAPatientPairwise association · TCGA cohorts

Across TCGA patient cohorts, RNA activity of the Skeletal system morphogenesis 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 PCOLCE, CRY2, and MAP1A, 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, Skeletal system morphogenesis activity versus PCOLCE in BRCA (Pearson r = 0.29).

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
BRCAPCOLCE →+1.363+0.880.003.00134
COADCRY2 →+0.400+0.736<.001<.00134
COADMAP1A →+0.879+0.851<.001<.00134
COADFILIP1L →+0.809+0.907<.001<.00134
COADHIC1 →+0.688+0.837<.001<.00134
BRCAADAMTSL1 →+0.559+0.655.003.00834
Each partner links to its Q-omics profile. Showing the 6 strongest associations by consensus.

GO:0048705 vs PCOLCE — BRCA

Per-sample scatter of Skeletal system morphogenesis activity vs PCOLCE in BRCA.

Explore this scatter interactively →

Exploration