Branched-chain amino acid catabolic process

pathway activity — cross-omics
GO:0009083Cross-omicsRNA → PROTEIN-MSPatientPairwise association · TCGA cohorts

Across TCGA patient cohorts, RNA activity of the Branched-chain amino acid catabolic process pathway is significantly associated with the protein abundance of multiple proteins, with the GBM cohort showing a particularly strong set of associations.

The most reproducible pathway-associated proteins across cancer lineages are COLGALT1, AHCYL1, and FLNB_S983, 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, Branched-chain amino acid catabolic process activity versus COLGALT1 in GBM (Pearson r = -0.31).

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
GBMCOLGALT1 →-0.533-0.041<.001.00337
GBMAHCYL1 →+0.454+0.071<.001<.00137
LUADFLNB_S983 →-0.685-0.046<.001.00137
BRCAALDH6A1 →+0.473+0.054<.001<.00137
LSCCJUNB →-0.529-0.057<.001<.00137
LUADMAP4_S696 →-0.820-0.055<.001<.00137
Each partner links to its Q-omics profile. Showing the 6 strongest associations by consensus.

GO:0009083 vs COLGALT1 — GBM

Per-sample scatter of Branched-chain amino acid catabolic process activity vs COLGALT1 in GBM.

Explore this scatter interactively →

Exploration