Isoleucine metabolic process

pathway activity — cross-omics
GO:0006549Cross-omicsRNA → PROTEIN-MSPatientPairwise association · TCGA cohorts

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

The most reproducible pathway-associated proteins across cancer lineages are SDS, PARVG, and XRCC5, each associated with the pathway in up to 9 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, Isoleucine metabolic process activity versus SDS in CCRCC (Pearson r = -0.07).

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
CCRCCSDS →+0.735+0.071<.001<.00139
GBMPARVG →+0.448+0.057.001.00137
GBMXRCC5 →-0.299-0.093<.001<.00137
GBMIFI30 →+0.710+0.071<.001.00236
COADATP6V1B2 →+0.226+0.059.004<.00136
OVADA2 →+0.408+0.047.002.00136
Each partner links to its Q-omics profile. Showing the 6 strongest associations by consensus.

GO:0006549 vs SDS — CCRCC

Per-sample scatter of Isoleucine metabolic process activity vs SDS in CCRCC.

Explore this scatter interactively →

Exploration