Mesenchyme morphogenesis

pathway activity — cross-omics
GO:0072132Cross-omicsPROTEIN-MS → RNAPatientPairwise association · TCGA cohorts

Across TCGA patient cohorts, RNA activity of the Mesenchyme morphogenesis 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 CYGB, TNN, and TBX2, each associated with the pathway in up to 7 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, Mesenchyme morphogenesis activity versus CYGB in CCRCC (Pearson r = 0.49).

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
CCRCCCYGB →+0.885+0.327<.001<.00137
CCRCCTNN →+0.526+0.241<.001<.00136
CCRCCTBX2 →+0.941+0.331<.001<.00136
UCECTBX3 →+0.987+0.252<.001<.00136
BRCAHMCN1 →+0.947+0.310<.001<.00136
BRCAZEB1 →+0.766+0.355<.001<.00136
Each partner links to its Q-omics profile. Showing the 6 strongest associations by consensus.

GO:0072132 vs CYGB — CCRCC

Per-sample scatter of Mesenchyme morphogenesis activity vs CYGB in CCRCC.

Explore this scatter interactively →

Exploration