Response to osmotic stress

pathway activity — cross-omics
GO:0006970Cross-omicsRNA → PROTEIN-MSPatientPairwise association · TCGA cohorts

Across TCGA patient cohorts, RNA activity of the Response to osmotic stress pathway is significantly associated with the protein abundance of multiple proteins, with the LSCC cohort showing a particularly strong set of associations.

The most reproducible pathway-associated proteins across cancer lineages are UBR5, CLIC2, and S100B, 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, Response to osmotic stress activity versus UBR5 in LSCC (Pearson r = -0.49).

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
LSCCUBR5 →-0.206-0.034.003.00737
LSCCCLIC2 →+0.441+0.043<.001<.00137
OVS100B →+1.086+0.050<.001<.00136
GBMSH3BGRL3 →+0.324+0.077<.001<.00136
OVSNRPD2 →-0.389-0.049<.001<.00136
GBMSTAT5A →+0.344+0.048<.001<.00136
Each partner links to its Q-omics profile. Showing the 6 strongest associations by consensus.

GO:0006970 vs UBR5 — LSCC

Per-sample scatter of Response to osmotic stress activity vs UBR5 in LSCC.

Explore this scatter interactively →

Exploration