Pigment catabolic process

pathway activity — cross-omics
GO:0046149Cross-omicsPROTEIN-MS → RNAPatientPairwise association · TCGA cohorts

Across TCGA patient cohorts, RNA activity of the Pigment catabolic process pathway is significantly associated with the RNA expression of multiple genes, with the GBM cohort showing a particularly strong set of associations.

The most reproducible pathway-associated genes across cancer lineages are HES1, HMOX1, and C2, 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, Pigment catabolic process activity versus HES1 in GBM (Pearson r = -0.26).

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
GBMHES1 →-0.708-0.183.004<.00136
LSCCHMOX1 →+0.624+0.208<.001<.00136
CCRCCC2 →+0.782+0.132<.001<.00135
LUADCXXC4 →-0.774-0.131.002.00135
GBMFTLP3 →+0.653+0.124<.001<.00135
GBMITGAL →+0.710+0.189<.001<.00135
Each partner links to its Q-omics profile. Showing the 6 strongest associations by consensus.

GO:0046149 vs HES1 — GBM

Per-sample scatter of Pigment catabolic process activity vs HES1 in GBM.

Explore this scatter interactively →

Exploration