Linoleic acid metabolic process

pathway activity — cross-omics
GO:0043651Cross-omicsPROTEIN-MS → RNAPatientPairwise association · TCGA cohorts

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

The most reproducible pathway-associated genes across cancer lineages are FADS2, PGK1, and CDCA3, 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, Linoleic acid metabolic process activity versus FADS2 in BRCA (Pearson r = 0.30).

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
BRCAFADS2 →+2.210+0.329<.001<.00135
HNSCPGK1 →+0.994+0.209.005.00134
HNSCCDCA3 →+0.499+0.204.006<.00134
HNSCHSD17B7 →+0.446+0.146.002.00134
HNSCFADS1 →+0.782+0.218.002<.00125
HNSCAPBA2 →+0.481+0.206.008<.00134
Each partner links to its Q-omics profile. Showing the 6 strongest associations by consensus.

GO:0043651 vs FADS2 — BRCA

Per-sample scatter of Linoleic acid metabolic process activity vs FADS2 in BRCA.

Explore this scatter interactively →

Exploration