Trachea cartilage development

pathway activity — cross-omics
GO:0060534Cross-omicsRNA → PROTEIN-MSPatientPairwise association · TCGA cohorts

Across TCGA patient cohorts, RNA activity of the Trachea cartilage development pathway is significantly associated with the protein abundance of multiple proteins, with the LSCC cohort showing a particularly strong set of associations.

The most reproducible pathway-associated proteins across cancer lineages are TGFBI, USP16_S415, and GPX7, 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.

Pathway-associated proteins 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 proteinX-scoreY-scorep(X)p(Y)Sampling consensusLineage consensus
LSCCTGFBI →+0.777+0.071<.001<.00136
PDACUSP16_S415 →-0.234-0.051.003.00535
LSCCGPX7 →+0.468+0.061.001.00135
CCRCCBRD3 →+0.260+0.071<.001<.00135
OVAPBB2 →+0.325+0.080.003.00435
LSCCRHBDF1_S390 →+0.451+0.055.001.00934
Each partner links to its Q-omics profile. Showing the 6 strongest associations by consensus.

Exploration