Cardiac conduction system development

pathway activity — cross-omics
GO:0003161Cross-omicsPROTEIN-MS → RNAPatientPairwise association · TCGA cohorts

Across TCGA patient cohorts, RNA activity of the Cardiac conduction system development pathway is significantly associated with the RNA expression of multiple genes, with the LUAD cohort showing a particularly strong set of associations.

The most reproducible pathway-associated genes across cancer lineages are CAND1, TBX3, and ANKRD50, each associated with the pathway in up to 4 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 conduction system development activity versus CAND1 in LUAD (Pearson r = 0.34).

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
LUADCAND1 →+0.394+0.343.001<.00134
BRCATBX3 →+1.093+0.360<.001<.00134
LSCCANKRD50 →+0.722+0.854<.001<.00134
HNSCGJA1 →+1.198+0.918<.001<.00134
LSCCGOLIM4 →+0.628+0.669.001.00734
GBMCOL4A5 →+1.481+0.911<.001<.00134
Each partner links to its Q-omics profile. Showing the 6 strongest associations by consensus.

GO:0003161 vs CAND1 — LUAD

Per-sample scatter of Cardiac conduction system development activity vs CAND1 in LUAD.

Explore this scatter interactively →

Exploration