Type II pneumocyte differentiation

pathway activity — cross-omics
GO:0060510Cross-omicsPROTEIN-MS → RNAPatientPairwise association · TCGA cohorts

Across TCGA patient cohorts, RNA activity of the Type II pneumocyte differentiation pathway is significantly associated with the RNA expression of multiple genes, with the UCEC cohort showing a particularly strong set of associations.

The most reproducible pathway-associated genes across cancer lineages are NFIB, CCDC146, and TUT4, 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.

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
UCECNFIB →+1.008+0.368<.001<.00135
BRCACCDC146 →+0.616+0.646.003.00635
GBMTUT4 →+0.451+0.242.002.00235
OVKLF15 →+0.698+0.103.005.00135
GBMYPEL1 →+0.492+0.196.002.00534
CCRCCAFF3 →+0.744+0.348.001.00434
Each partner links to its Q-omics profile. Showing the 6 strongest associations by consensus.

Exploration