Sensory organ morphogenesis

pathway activity — cross-omics
GO:0090596Cross-omicsPROTEIN-MS → RNAPatientPairwise association · TCGA cohorts

Across TCGA patient cohorts, RNA activity of the Sensory organ morphogenesis pathway is significantly associated with the RNA expression of multiple genes, with the COAD cohort showing a particularly strong set of associations.

The most reproducible pathway-associated genes across cancer lineages are NKG7, CTSC, and IL21, each associated with the pathway in up to 3 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, Sensory organ morphogenesis activity versus NKG7 in COAD (Pearson r = -0.32).

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
COADNKG7 →-1.058-1.022<.001<.00133
COADCTSC →-0.450-0.554<.001.00233
COADIL21 →-0.308-0.913<.001<.00133
BRCAICOS →-1.248-1.175.007.00633
COADPRF1 →-0.689-0.714.004.00133
COADTIGIT →-0.561-0.690<.001.00233
Each partner links to its Q-omics profile. Showing the 6 strongest associations by consensus.

GO:0090596 vs NKG7 — COAD

Per-sample scatter of Sensory organ morphogenesis activity vs NKG7 in COAD.

Explore this scatter interactively →

Exploration