Mesenchymal cell differentiation

pathway activity — cross-omics
GO:0048762Cross-omicsPROTEIN-MS → RNAPatientPairwise association · TCGA cohorts

Across TCGA patient cohorts, RNA activity of the Mesenchymal cell differentiation 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 ZNF157, CYP4F22, and FAM86B3P, each associated with the pathway in up to 1 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, Mesenchymal cell differentiation activity versus ZNF157 in COAD (Pearson r = 0.06).

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
COADZNF157 →-0.065-2.724.005.00121
COADCYP4F22 →-0.143-2.706.009<.00121
COADFAM86B3P →-0.530-2.706.005<.00121
COADNPIPB9 →-0.176-2.706.008<.00121
COADRNU5B-4P →-1.055-2.724<.001.00121
COADSNORA69 →-0.573-2.706.003<.00121
Each partner links to its Q-omics profile. Showing the 6 strongest associations by consensus.

GO:0048762 vs ZNF157 — COAD

Per-sample scatter of Mesenchymal cell differentiation activity vs ZNF157 in COAD.

Explore this scatter interactively →

Exploration