Cardiac muscle cell differentiation

pathway activity — cross-omics
GO:0055007Cross-omicsPROTEIN-MS → RNACellPairwise association · TCGA cohorts

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

The most reproducible pathway-associated genes across cancer lineages are DLC1, ADAM9, and STX12, each associated with the pathway in up to 7 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 muscle cell differentiation activity versus DLC1 in OESOPHAGUS (Pearson r = 0.71).

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
OESOPHAGUSDLC1 →+2.831+0.289<.001<.00137
BREASTADAM9 →+1.220+0.232.002<.00137
URINARY_TRACTSTX12 →+0.623+0.270.001.00637
BLOOD_LeukemiaFOSL2 →+1.711+0.225.004<.00136
LUNG_SCLCOAZ1 →+0.608+0.222.001<.00136
BLOOD_LeukemiaARHGEF40 →+1.608+0.196.002.00336
Each partner links to its Q-omics profile. Showing the 6 strongest associations by consensus.

GO:0055007 vs DLC1 — OESOPHAGUS

Per-sample scatter of Cardiac muscle cell differentiation activity vs DLC1 in OESOPHAGUS.

Explore this scatter interactively →

Exploration