Skeletal muscle organ development

pathway activity — cross-omics
GO:0060538Cross-omicsPROTEIN-MS → RNAPatientPairwise association · TCGA cohorts

Across TCGA patient cohorts, RNA activity of the Skeletal muscle organ development pathway is significantly associated with the RNA expression of multiple genes, with the COAD cohort showing a particularly strong set of associations.

The most reproducible pathway-associated genes across cancer lineages are CNRIP1, IGFBP7, and LINC02408, 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, Skeletal muscle organ development activity versus CNRIP1 in COAD (Pearson r = 0.31).

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
COADCNRIP1 →+0.449+0.248.003.00233
COADIGFBP7 →+0.550+0.256.003.00433
COADLINC02408 →+0.294+0.179.002.00433
COADANKRD65 →+0.603+0.378<.001<.00133
BRCAPMP22 →+1.351+0.277.001.00133
BRCALRCH2 →+0.798+0.238.001.00733
Each partner links to its Q-omics profile. Showing the 6 strongest associations by consensus.

GO:0060538 vs CNRIP1 — COAD

Per-sample scatter of Skeletal muscle organ development activity vs CNRIP1 in COAD.

Explore this scatter interactively →

Exploration