Glomerular mesangium development

pathway activity — cross-omics
GO:0072109Cross-omicsPROTEIN-MS → RNAPatientPairwise association · TCGA cohorts

Across TCGA patient cohorts, RNA activity of the Glomerular mesangium development 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 ICAM2, RGS2, and C8orf88, each associated with the pathway in up to 4 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, Glomerular mesangium development activity versus ICAM2 in CCRCC (Pearson r = 0.29).

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
CCRCCICAM2 →+0.451+0.360.008.00434
COADRGS2 →+0.729+0.469.002.00134
BRCAC8orf88 →+0.471+0.750.003<.00134
UCECARHGAP20 →+0.660+0.702.007.00334
PDACKCNE4 →+0.605+0.694.001.00134
OVCD34 →+0.655+0.582.008.00134
Each partner links to its Q-omics profile. Showing the 6 strongest associations by consensus.

GO:0072109 vs ICAM2 — CCRCC

Per-sample scatter of Glomerular mesangium development activity vs ICAM2 in CCRCC.

Explore this scatter interactively →

Exploration