Positive regulation of muscle cell differentiation

pathway activity — cross-omics
GO:0051149Cross-omicsPROTEIN-MS → RNAPatientPairwise association · TCGA cohorts

Across TCGA patient cohorts, RNA activity of the Positive regulation of muscle cell differentiation 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 ELN, AOC3, and TAMALIN, 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, Positive regulation of muscle cell differentiation activity versus ELN in BRCA (Pearson r = 0.20).

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
BRCAELN →+1.201+0.317.005.00736
LUADAOC3 →+0.581+0.145.006.00535
CCRCCTAMALIN →+0.605+0.159.001.00135
LUADJAM3 →+0.438+0.135.004.00235
CCRCCIGFBP7 →+0.734+0.196.002<.00135
OVFLAD1 →-0.356-0.188<.001<.00135
Each partner links to its Q-omics profile. Showing the 6 strongest associations by consensus.

GO:0051149 vs ELN — BRCA

Per-sample scatter of Positive regulation of muscle cell differentiation activity vs ELN in BRCA.

Explore this scatter interactively →

Exploration