Protein methylation

pathway activity — cross-omics
GO:0006479Cross-omicsPROTEIN-MS → RNAPatientPairwise association · TCGA cohorts

Across TCGA patient cohorts, RNA activity of the Protein methylation pathway is significantly associated with the RNA expression of multiple genes, with the UCEC cohort showing a particularly strong set of associations.

The most reproducible pathway-associated genes across cancer lineages are SPC25, GINS1, and SGO1, each associated with the pathway in up to 7 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, Protein methylation activity versus SPC25 in UCEC (Pearson r = -0.00).

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
UCECSPC25 →+1.130+0.895<.001.00137
UCECGINS1 →+0.898+0.784.004.00536
HNSCSGO1 →+0.644+0.721<.001.00236
GBMCDCA2 →+0.880+0.629<.001<.00136
GBMKIF20A →+0.892+0.818<.001<.00136
LSCCBRCA1 →+0.678+0.602<.001<.00136
Each partner links to its Q-omics profile. Showing the 6 strongest associations by consensus.

GO:0006479 vs SPC25 — UCEC

Per-sample scatter of Protein methylation activity vs SPC25 in UCEC.

Explore this scatter interactively →

Exploration