Embryonic skeletal system morphogenesis

pathway activity — cross-omics
GO:0048704Cross-omicsPROTEIN-MS → RNAPatientPairwise association · TCGA cohorts

Across TCGA patient cohorts, RNA activity of the Embryonic skeletal system morphogenesis pathway is significantly associated with the RNA expression of multiple genes, with the HNSC cohort showing a particularly strong set of associations.

The most reproducible pathway-associated genes across cancer lineages are DHX35, CCL13, and LILRA5, each associated with the pathway in up to 5 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, Embryonic skeletal system morphogenesis activity versus DHX35 in HNSC (Pearson r = 0.31).

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
HNSCDHX35 →+0.625+0.338.001.00335
BRCACCL13 →-1.641-0.650<.001<.00135
HNSCLILRA5 →-0.978-0.316<.001.00135
BRCASRGN →-0.862-0.613<.001<.00135
BRCAPTAFR →-0.769-0.638<.001<.00135
BRCABRCA1P1 →+1.116+0.561<.001<.00135
Each partner links to its Q-omics profile. Showing the 6 strongest associations by consensus.

GO:0048704 vs DHX35 — HNSC

Per-sample scatter of Embryonic skeletal system morphogenesis activity vs DHX35 in HNSC.

Explore this scatter interactively →

Exploration