Cell proliferation involved in heart morphogenesis

pathway activity — cross-omics
GO:0061323Cross-omicsPROTEIN-MS → RNAPatientPairwise association · TCGA cohorts

Across TCGA patient cohorts, RNA activity of the Cell proliferation involved in heart morphogenesis 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 R3HCC1L, MRFAP1L1, and ALG1L2, 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.

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
BRCAR3HCC1L →+0.390+0.655<.001.00134
LSCCMRFAP1L1 →+0.398+0.517.001.00734
LSCCALG1L2 →+0.395+0.557.009.00134
LSCCZNF268 →+0.464+0.573<.001.00134
BRCALMBR1L →+0.443+0.526.001.00924
BRCASEMA3F →+0.921+0.491<.001.00133
Each partner links to its Q-omics profile. Showing the 6 strongest associations by consensus.

Exploration