Metanephric tubule formation

pathway activity — cross-omics
GO:0072174Cross-omicsPROTEIN-MS → RNAPatientPairwise association · TCGA cohorts

Across TCGA patient cohorts, RNA activity of the Metanephric tubule formation 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 RTKN, C18orf54, and TTYH1, 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, Metanephric tubule formation activity versus RTKN in GBM (Pearson r = 0.53).

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
GBMRTKN →+0.647+0.928<.001<.00134
UCECC18orf54 →+0.586+0.563<.001.00434
GBMTTYH1 →+0.731+0.688<.001<.00134
GBMTMCC1 →+0.319+0.687<.001<.00134
GBMRAD54B →+0.428+0.941<.001<.00134
OVRNF39 →+0.754+0.608.004.00725
Each partner links to its Q-omics profile. Showing the 6 strongest associations by consensus.

GO:0072174 vs RTKN — GBM

Per-sample scatter of Metanephric tubule formation activity vs RTKN in GBM.

Explore this scatter interactively →

Exploration