S-adenosylmethionine metabolic process

pathway activity — cross-omics
GO:0046500Cross-omicsRNA → PROTEIN-MSPatientPairwise association · TCGA cohorts

Across TCGA patient cohorts, RNA activity of the S-adenosylmethionine metabolic process pathway is significantly associated with the protein abundance of multiple proteins, with the LUAD cohort showing a particularly strong set of associations.

The most reproducible pathway-associated proteins across cancer lineages are AHCYL2, PEBP1, and MYSM1_S340, 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, S-adenosylmethionine metabolic process activity versus AHCYL2 in LUAD (Pearson r = 0.27).

Pathway-associated proteins 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 proteinX-scoreY-scorep(X)p(Y)Sampling consensusLineage consensus
LUADAHCYL2 →+0.683+0.035<.001.00136
BRCAPEBP1 →+0.404+0.045<.001.00135
LSCCMYSM1_S340 →+0.363+0.036<.001.00535
BRCAMRI1 →+0.318+0.043.002<.00135
BRCARSL1D1 →-0.468-0.046.001<.00134
GBMSEPTIN4 →+0.787+0.049<.001<.00134
Each partner links to its Q-omics profile. Showing the 6 strongest associations by consensus.

GO:0046500 vs AHCYL2 — LUAD

Per-sample scatter of S-adenosylmethionine metabolic process activity vs AHCYL2 in LUAD.

Explore this scatter interactively →

Exploration