Amino-acid betaine metabolic process

pathway activity — cross-omics
GO:0006577Cross-omicsPROTEIN-MS → RNACellPairwise association · TCGA cohorts

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

The most reproducible pathway-associated genes across cancer lineages are ROCK2, SRP9, and UGP2, 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 metabolic process activity versus ROCK2 in BLOOD_Lymphoma (Pearson r = 0.29).

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
BLOOD_LymphomaROCK2 →+0.758+0.241.006.00626
OESOPHAGUSSRP9 →+0.777+0.221.006.00135
BONEUGP2 →+1.481+0.262.006.00734
OVARYCPT1A →+1.763+0.195.002.00625
OVARYARF3 →+0.697+0.317<.001<.00134
BLOOD_LeukemiaATP6AP2 →+0.742+0.454<.001.00134
Each partner links to its Q-omics profile. Showing the 6 strongest associations by consensus.

GO:0006577 vs ROCK2 — BLOOD_Lymphoma

Per-sample scatter of Amino-acid betaine metabolic process activity vs ROCK2 in BLOOD_Lymphoma.

Explore this scatter interactively →

Exploration