RNA secondary structure unwinding

pathway activity — cross-omics
GO:0010501Cross-omicsRNA → PROTEIN-MSPatientPairwise association · TCGA cohorts

Across TCGA patient cohorts, RNA activity of the RNA secondary structure unwinding 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 AGO3, STAG2, and EPS8L2, 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.

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
GBMAGO3 →+0.229+0.052<.001<.00137
HNSCSTAG2 →+0.283+0.111<.001<.00136
HNSCEPS8L2 →-0.603-0.101<.001<.00136
HNSCZMYM4 →+0.325+0.121<.001<.00136
HNSCZMYM4_S122 →+0.500+0.131<.001<.00136
GBMNONO →+0.226+0.068<.001<.00136
Each partner links to its Q-omics profile. Showing the 6 strongest associations by consensus.

Exploration