Cardiolipin metabolic process

pathway activity — cross-omics
GO:0032048Cross-omicsPROTEIN-MS → RNACellPairwise association · TCGA cohorts

Across TCGA cell cohorts, RNA activity of the Cardiolipin metabolic process pathway is significantly associated with the RNA expression of multiple genes, with the LUNG_NSCLC_LUSC cohort showing a particularly strong set of associations.

The most reproducible pathway-associated genes across cancer lineages are ARHGEF7, ENKD1, and AREL1, each associated with the pathway in up to 6 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, Cardiolipin metabolic process activity versus ARHGEF7 in LUNG_NSCLC_LUSC (Pearson r = -0.73).

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
LUNG_NSCLC_LUSCARHGEF7 →-0.516-0.234.003.00535
LUNG_NSCLC_LUSCENKD1 →-1.612-0.284.005<.00126
KIDNEYAREL1 →-0.904-0.186.001.00335
CNSRIOX1 →-1.808-0.233<.001<.00134
BLOOD_LeukemiaSMG6 →-1.148-0.234<.001<.00134
BONEPDPR →-0.987-0.200.002.00234
Each partner links to its Q-omics profile. Showing the 6 strongest associations by consensus.

GO:0032048 vs ARHGEF7 — LUNG_NSCLC_LUSC

Per-sample scatter of Cardiolipin metabolic process activity vs ARHGEF7 in LUNG_NSCLC_LUSC.

Explore this scatter interactively →

Exploration