Renal sodium excretion

pathway activity — cross-omics
GO:0035812Cross-omicsPROTEIN-MS → RNAPatientPairwise association · TCGA cohorts

Across TCGA patient cohorts, RNA activity of the Renal sodium excretion pathway is significantly associated with the RNA expression of multiple genes, with the CCRCC cohort showing a particularly strong set of associations.

The most reproducible pathway-associated genes across cancer lineages are RHEB, SPP1, and NNMT, each associated with the pathway in up to 3 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 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
CCRCCRHEB →-0.246-0.498.002.00133
PDACSPP1 →-0.932-0.525<.001.00733
CCRCCNNMT →-1.235-0.689<.001<.00133
CCRCCLINC01424 →+0.425+0.771<.001<.00133
OVFOXS1 →-0.961-0.186.008.00433
BRCAMLLT6 →+0.683+0.555<.001<.00133
Each partner links to its Q-omics profile. Showing the 6 strongest associations by consensus.

Exploration