Cellular response to salt stress

pathway activity — cross-omics
GO:0071472Cross-omicsPROTEIN-MS → RNAPatientPairwise association · TCGA cohorts

Across TCGA patient cohorts, RNA activity of the Cellular response to salt stress pathway is significantly associated with the RNA expression of multiple genes, with the LUAD cohort showing a particularly strong set of associations.

The most reproducible pathway-associated genes across cancer lineages are MYO9A, RCAN1, and ADGRF5-AS1, each associated with the pathway in up to 5 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, Cellular response to salt stress activity versus MYO9A in LUAD (Pearson r = 0.24).

Pathway-associated genes 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 geneX-scoreY-scorep(X)p(Y)Sampling consensusLineage consensus
LUADMYO9A →+0.366+0.121.002.00935
LSCCRCAN1 →+0.547+0.138<.001.00534
LUADADGRF5-AS1 →+0.754+0.127.001<.00134
COADHECW2 →+0.473+0.114<.001.00134
COADANTXR1 →+1.115+0.137<.001<.00134
COADPLPP4 →+1.124+0.185<.001<.00134
Each partner links to its Q-omics profile. Showing the 6 strongest associations by consensus.

GO:0071472 vs MYO9A — LUAD

Per-sample scatter of Cellular response to salt stress activity vs MYO9A in LUAD.

Explore this scatter interactively →

Exploration