Trachea cartilage development

pathway activity — cross-omics
GO:0060534Cross-omicsPROTEIN-MS → RNAPatientPairwise association · TCGA cohorts

Across TCGA patient cohorts, RNA activity of the Trachea cartilage development 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 CUBN, NYNRIN, and STIM1-AS1, 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.

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
HNSCCUBN →+0.408+0.359.002.00333
BRCANYNRIN →+0.618+1.108.009<.00133
BRCASTIM1-AS1 →-0.212-0.780.003<.00133
UCECACKR2 →-1.458-0.771<.001<.00133
LSCCCALD1 →+0.513+0.262.009.00924
LSCCRFX8 →+0.633+0.240<.001.00233
Each partner links to its Q-omics profile. Showing the 6 strongest associations by consensus.

Exploration