Circadian rhythm

pathway activity — cross-omics
GO:0007623Cross-omicsPROTEIN-MS → RNACellPairwise association · TCGA cohorts

Across TCGA cell cohorts, RNA activity of the Circadian rhythm pathway is significantly associated with the RNA expression of multiple genes, with the STOMACH cohort showing a particularly strong set of associations.

The most reproducible pathway-associated genes across cancer lineages are EXOSC9, CNOT9, and RPL11, 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, Circadian rhythm activity versus EXOSC9 in STOMACH (Pearson r = -0.53).

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
STOMACHEXOSC9 →-0.641-0.152.007.00535
STOMACHCNOT9 →-0.792-0.171.005.00235
LUNG_SCLCRPL11 →+0.836+0.179<.001.00135
LUNG_NSCLC_LUADFOSL1 →+1.668+0.120.002.00435
BREASTTWF2 →+0.747+0.116.001.00635
LIVERFAM83H →-2.405-0.250<.001<.00135
Each partner links to its Q-omics profile. Showing the 6 strongest associations by consensus.

GO:0007623 vs EXOSC9 — STOMACH

Per-sample scatter of Circadian rhythm activity vs EXOSC9 in STOMACH.

Explore this scatter interactively →

Exploration