Polyol metabolic process

pathway activity — cross-omics
GO:0019751Cross-omicsPROTEIN-MS → RNAPatientPairwise association · TCGA cohorts

Across TCGA patient cohorts, RNA activity of the Polyol metabolic process pathway is significantly associated with the RNA expression of multiple genes, with the LUAD cohort showing a particularly strong set of associations.

The most reproducible pathway-associated genes across cancer lineages are CDC27, DNTTIP2, and UBL7-AS1, 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, Polyol metabolic process activity versus CDC27 in LUAD (Pearson r = -0.26).

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
LUADCDC27 →-0.225-0.096.004.00135
LSCCDNTTIP2 →-0.467-0.159<.001.00335
GBMUBL7-AS1 →-0.284-0.161<.001<.00135
GBMEIF3D →-0.237-0.175.003.00535
LSCCRPL32P18 →-0.430-0.170.002.00635
LSCCSNORD15B →-0.592-0.162.005.00635
Each partner links to its Q-omics profile. Showing the 6 strongest associations by consensus.

GO:0019751 vs CDC27 — LUAD

Per-sample scatter of Polyol metabolic process activity vs CDC27 in LUAD.

Explore this scatter interactively →

Exploration