Epithelial to mesenchymal transition

pathway activity — cross-omics
GO:0001837Cross-omicsPROTEIN-MS → RNACellPairwise association · TCGA cohorts

Across TCGA cell cohorts, RNA activity of the Epithelial to mesenchymal transition pathway is significantly associated with the RNA expression of multiple genes, with the BREAST cohort showing a particularly strong set of associations.

The most reproducible pathway-associated genes across cancer lineages are LNPK, S100A4, and C4orf36, each associated with the pathway in up to 8 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, Epithelial to mesenchymal transition activity versus LNPK in BREAST (Pearson r = -0.42).

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
BREASTLNPK →-0.706-0.207.005.00528
PANCREASS100A4 →+4.444+0.353.003<.00136
LUNG_NSCLC_LUSCC4orf36 →+1.126+0.300<.001.00135
LUNG_NSCLC_LUADBIK →+1.503+0.221<.001<.00135
LUNG_NSCLC_LUSCMFNG →+1.646+0.294.002.00134
LUNG_NSCLC_LUSCKLK10 →+5.366+0.473<.001<.00134
Each partner links to its Q-omics profile. Showing the 6 strongest associations by consensus.

GO:0001837 vs LNPK — BREAST

Per-sample scatter of Epithelial to mesenchymal transition activity vs LNPK in BREAST.

Explore this scatter interactively →

Exploration