Melanocyte differentiation

pathway activity — cross-omics
GO:0030318Cross-omicsPROTEIN-MS → RNACellPairwise association · TCGA cohorts

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

The most reproducible pathway-associated genes across cancer lineages are EPHA1, GPC1, and SLC37A3, each associated with the pathway in up to 3 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, Melanocyte differentiation activity versus EPHA1 in SKIN (Pearson r = -0.47).

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
SKINEPHA1 →-0.506-0.917.004.00833
SKINGPC1 →-1.690-1.628<.001<.00133
STOMACHSLC37A3 →+0.893+1.841.006.00133
SKINSEC14L2 →-1.093-1.285.009.00132
SKINHPS4 →+1.195+1.468<.001<.00132
SKINPOFUT1 →-0.605-1.379<.001<.00132
Each partner links to its Q-omics profile. Showing the 6 strongest associations by consensus.

GO:0030318 vs EPHA1 — SKIN

Per-sample scatter of Melanocyte differentiation activity vs EPHA1 in SKIN.

Explore this scatter interactively →

Exploration