Cardiac epithelial to mesenchymal transition

pathway activity — cross-omics
GO:0060317Cross-omicsPROTEIN-MS → RNAPatientPairwise association · TCGA cohorts

Across TCGA patient cohorts, RNA activity of the Cardiac epithelial to mesenchymal transition 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 MXD4, OR7E2P, and ZNF423, each associated with the pathway in up to 6 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, Cardiac epithelial to mesenchymal transition activity versus MXD4 in BRCA (Pearson r = 0.33).

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
BRCAMXD4 →+0.508+0.472<.001.00135
CCRCCOR7E2P →+0.554+0.540.005.00826
HNSCZNF423 →+0.490+0.315<.001.00125
HNSCVSTM4 →+0.627+0.334<.001.00334
HNSCJAM3 →+0.633+0.344<.001.00234
BRCAIGFBP4 →+0.838+0.699.001<.00134
Each partner links to its Q-omics profile. Showing the 6 strongest associations by consensus.

GO:0060317 vs MXD4 — BRCA

Per-sample scatter of Cardiac epithelial to mesenchymal transition activity vs MXD4 in BRCA.

Explore this scatter interactively →

Exploration