Positive regulation of cardiac muscle cell differentiation

pathway activity — cross-omics
GO:2000727Cross-omicsPROTEIN-MS → RNAPatientPairwise association · TCGA cohorts

Across TCGA patient cohorts, RNA activity of the Positive regulation of cardiac muscle cell differentiation pathway is significantly associated with the RNA expression of multiple genes, with the LSCC cohort showing a particularly strong set of associations.

The most reproducible pathway-associated genes across cancer lineages are IGKV1D-12, CAMSAP2, and TRBV18, each associated with the pathway in up to 5 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 cardiac muscle cell differentiation activity versus IGKV1D-12 in LSCC (Pearson r = 0.26).

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
LSCCIGKV1D-12 →+1.258+0.585<.001<.00134
GBMCAMSAP2 →-0.428-0.599<.001.00134
GBMTRBV18 →+0.352+0.406<.001.00834
LSCCCPNE5 →+0.491+0.700<.001<.00134
LSCCP2RY8 →+0.808+0.655<.001<.00134
HNSCBTLA →+0.929+0.736<.001<.00134
Each partner links to its Q-omics profile. Showing the 6 strongest associations by consensus.

GO:2000727 vs IGKV1D-12 — LSCC

Per-sample scatter of Positive regulation of cardiac muscle cell differentiation activity vs IGKV1D-12 in LSCC.

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Exploration