Endochondral bone morphogenesis

pathway activity — cross-omics
GO:0060350Cross-omicsRNA → RNACellPairwise association · TCGA cohorts

Across TCGA cell cohorts, RNA activity of the Endochondral bone morphogenesis 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 BMP4, RRAGD, and ADCY6, each associated with the pathway in up to 8 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, Endochondral bone morphogenesis activity versus BMP4 in STOMACH (Pearson r = 0.50).

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
STOMACHBMP4 →+3.429+0.113.002<.00137
SKINRRAGD →-1.830-0.117<.001<.00137
BONEADCY6 →+0.668+0.105.002<.00128
SOFT_TISSUESERTAD3 →+0.621+0.094.005.00436
SKINSLC25A19 →-0.528-0.064.004.00136
CNSPDCD2L →-0.605-0.090.002.00136
Each partner links to its Q-omics profile. Showing the 6 strongest associations by consensus.

GO:0060350 vs BMP4 — STOMACH

Per-sample scatter of Endochondral bone morphogenesis activity vs BMP4 in STOMACH.

Explore this scatter interactively →

Exploration