Execution phase of apoptosis

pathway activity — cross-omics
GO:0097194Cross-omicsPROTEIN-MS → RNAPatientPairwise association · TCGA cohorts

Across TCGA patient cohorts, RNA activity of the Execution phase of apoptosis pathway is significantly associated with the RNA expression of multiple genes, with the PDAC cohort showing a particularly strong set of associations.

The most reproducible pathway-associated genes across cancer lineages are ADGRG3, ZC3H14, and BTBD7, 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, Execution phase of apoptosis activity versus ADGRG3 in PDAC (Pearson r = -0.09).

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
PDACADGRG3 →-1.082-0.203<.001<.00135
LUADZC3H14 →+0.444+0.178<.001<.00134
LUADBTBD7 →+0.286+0.084<.001.00934
GBMCOQ6 →+0.322+0.159<.001.00134
OVMRPL50 →+0.446+0.154.001.00134
OVRBMX →+0.446+0.154<.001<.00134
Each partner links to its Q-omics profile. Showing the 6 strongest associations by consensus.

GO:0097194 vs ADGRG3 — PDAC

Per-sample scatter of Execution phase of apoptosis activity vs ADGRG3 in PDAC.

Explore this scatter interactively →

Exploration