Bone morphogenesis

pathway activity — cross-omics
GO:0060349Cross-omicsPROTEIN-MS → RNACellPairwise association · TCGA cohorts

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

The most reproducible pathway-associated genes across cancer lineages are TRDMT1, MORF4L2, and KIF4A, 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, Bone morphogenesis activity versus TRDMT1 in CNS (Pearson r = 0.41).

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
CNSTRDMT1 →+0.517+1.083.006<.00134
BLOOD_LymphomaMORF4L2 →+0.701+1.148.008.00234
STOMACHKIF4A →+0.809+1.193.006.00134
KIDNEYAMPH →+2.132+1.771.002<.00134
BLOOD_LeukemiaMRPS21 →-0.563-0.881.008.00524
OESOPHAGUSTMEM135 →-1.322-1.596<.001<.00133
Each partner links to its Q-omics profile. Showing the 6 strongest associations by consensus.

GO:0060349 vs TRDMT1 — CNS

Per-sample scatter of Bone morphogenesis activity vs TRDMT1 in CNS.

Explore this scatter interactively →

Exploration