GO:0032011Cross-omicsRNA → PROTEIN-MSPatientPairwise association · TCGA cohorts
Across TCGA patient cohorts, RNA activity of the ARF protein signal transduction 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 ADA2, EVL_S246, and AMPD3, each associated with the pathway in up to 8 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.
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.