Amino-acid betaine biosynthetic process

pathway activity — cross-omics
GO:0006578Cross-omicsPROTEIN-MS → RNACellPairwise association · TCGA cohorts

Across TCGA cell cohorts, RNA activity of the Amino-acid betaine biosynthetic process pathway is significantly associated with the RNA expression of multiple genes, with the OVARY cohort showing a particularly strong set of associations.

The most reproducible pathway-associated genes across cancer lineages are ALDH9A1, ALG5, and G3BP2, 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, Amino-acid betaine biosynthetic process activity versus ALDH9A1 in OVARY (Pearson r = 0.56).

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
OVARYALDH9A1 →+0.779+0.233<.001.00136
UPPER_AERODIGESTIVE_TRACTALG5 →+1.170+0.274.001<.00135
OESOPHAGUSG3BP2 →+0.676+0.235.005.00835
OESOPHAGUSDLAT →+0.585+0.214.003<.00134
OESOPHAGUSKCTD6 →+1.257+0.318.004.00334
OESOPHAGUSLANCL1 →+1.072+0.256.006.00334
Each partner links to its Q-omics profile. Showing the 6 strongest associations by consensus.

GO:0006578 vs ALDH9A1 — OVARY

Per-sample scatter of Amino-acid betaine biosynthetic process activity vs ALDH9A1 in OVARY.

Explore this scatter interactively →

Exploration