Proximal/distal pattern formation involved in nephron development

pathway activity — cross-omics
GO:0072047Cross-omicsPROTEIN-MS → RNAPatientPairwise association · TCGA cohorts

Across TCGA patient cohorts, RNA activity of the Proximal/distal pattern formation involved in nephron development pathway is significantly associated with the RNA expression of multiple genes, with the BRCA cohort showing a particularly strong set of associations.

The most reproducible pathway-associated genes across cancer lineages are IRX2, LRRFIP2, and C5orf38, 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, Proximal/distal pattern formation involved in nephron development activity versus IRX2 in BRCA (Pearson r = 0.52).

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
BRCAIRX2 →+1.643+0.471<.001<.00135
GBMLRRFIP2 →+0.220+0.415.002.00634
BRCAC5orf38 →+1.677+0.701<.001<.00134
GBMINTS6L →+0.315+0.446.003.00833
GBMTMEM254-AS1 →+0.481+0.474<.001.00133
GBMUSP51 →+0.569+0.504.002.00833
Each partner links to its Q-omics profile. Showing the 6 strongest associations by consensus.

GO:0072047 vs IRX2 — BRCA

Per-sample scatter of Proximal/distal pattern formation involved in nephron development activity vs IRX2 in BRCA.

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Exploration