Fat cell differentiation

pathway activity — cross-omics
GO:0045444Cross-omicsPROTEIN-MS → RNAPatientPairwise association · TCGA cohorts

Across TCGA patient cohorts, RNA activity of the Fat cell differentiation pathway is significantly associated with the RNA expression of multiple genes, with the OV cohort showing a particularly strong set of associations.

The most reproducible pathway-associated genes across cancer lineages are LPCAT3, LOXL1-AS1, and PPM1F, each associated with the pathway in up to 2 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, Fat cell differentiation activity versus LPCAT3 in OV (Pearson r = 0.00).

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
OVLPCAT3 →+0.839+1.111.005.00332
OVLOXL1-AS1 →+0.802+1.056.002<.00132
BRCAPPM1F →+0.583+0.290.005.00432
COADPPFIBP1 →+0.726+0.674<.001.00132
COADENO2 →+0.916+0.749.002.00132
COADPKD2 →+1.072+0.699<.001<.00132
Each partner links to its Q-omics profile. Showing the 6 strongest associations by consensus.

GO:0045444 vs LPCAT3 — OV

Per-sample scatter of Fat cell differentiation activity vs LPCAT3 in OV.

Explore this scatter interactively →

Exploration