Sulfur compound catabolic process

pathway activity — cross-omics
GO:0044273Cross-omicsRNA → RNACellPairwise association · TCGA cohorts

Across TCGA cell cohorts, RNA activity of the Sulfur compound catabolic process 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 MAP7D1, NUDT8, and ARHGEF18, each associated with the pathway in up to 12 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, Sulfur compound catabolic process activity versus MAP7D1 in STOMACH (Pearson r = -0.41).

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
STOMACHMAP7D1 →-1.300-0.075<.001.003212
STOMACHNUDT8 →+1.758+0.107<.001<.001212
BLOOD_LymphomaARHGEF18 →-0.724-0.063.002.001311
BLOOD_LeukemiaASNS →+2.004+0.067<.001.001310
BREASTPANX1 →-0.896-0.068<.001<.001310
LIVERDSE →-2.593-0.112<.001.002310
Each partner links to its Q-omics profile. Showing the 6 strongest associations by consensus.

GO:0044273 vs MAP7D1 — STOMACH

Per-sample scatter of Sulfur compound catabolic process activity vs MAP7D1 in STOMACH.

Explore this scatter interactively →

Exploration