Bone maturation

pathway activity — cross-omics
GO:0070977Cross-omicsPROTEIN-MS → RNACellPairwise association · TCGA cohorts

Across TCGA cell cohorts, RNA activity of the Bone maturation pathway is significantly associated with the RNA expression of multiple genes, with the LIVER cohort showing a particularly strong set of associations.

The most reproducible pathway-associated genes across cancer lineages are CPSF4, SLC41A2, and WRN, each associated with the pathway in up to 6 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, Bone maturation activity versus CPSF4 in LIVER (Pearson r = 0.77).

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
LIVERCPSF4 →+0.708+1.547.004<.00136
LUNG_NSCLC_LUSCSLC41A2 →-2.440-1.692<.001<.00135
KIDNEYWRN →+0.960+1.446.005<.00134
CNSSUGP1 →+0.607+0.928<.001.00234
KIDNEYHELB →+0.590+1.515.009<.00134
KIDNEYSERPINE2 →-1.976-1.566.001<.00134
Each partner links to its Q-omics profile. Showing the 6 strongest associations by consensus.

GO:0070977 vs CPSF4 — LIVER

Per-sample scatter of Bone maturation activity vs CPSF4 in LIVER.

Explore this scatter interactively →

Exploration