Regulation of glomerulus development

pathway activity — cross-omics
GO:0090192Cross-omicsPROTEIN-MS → RNAPatientPairwise association · TCGA cohorts

Across TCGA patient cohorts, RNA activity of the Regulation of glomerulus development pathway is significantly associated with the RNA expression of multiple genes, with the GBM cohort showing a particularly strong set of associations.

The most reproducible pathway-associated genes across cancer lineages are PIGZ, SNAP25, and CHDH, 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. The scatter plot shows the strongest association, Regulation of glomerulus development activity versus PIGZ in GBM (Pearson r = 0.30).

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
GBMPIGZ →+0.350+0.541.001.00233
GBMSNAP25 →+1.250+0.702<.001<.00133
HNSCCHDH →+0.843+0.623.001.00333
HNSCCTTNBP2 →+0.729+0.580.003.00533
GBMKCNA2 →+1.021+0.659.002.00533
GBMKRT8P51 →+0.407+0.612.003.00333
Each partner links to its Q-omics profile. Showing the 6 strongest associations by consensus.

GO:0090192 vs PIGZ — GBM

Per-sample scatter of Regulation of glomerulus development activity vs PIGZ in GBM.

Explore this scatter interactively →

Exploration