Metanephric mesenchymal cell differentiation

pathway activity — cross-omics
GO:0072162Cross-omicsPROTEIN-MS → RNAPatientPairwise association · TCGA cohorts

Across TCGA patient cohorts, RNA activity of the Metanephric mesenchymal cell differentiation pathway is significantly associated with the RNA expression of multiple genes, with the LSCC cohort showing a particularly strong set of associations.

The most reproducible pathway-associated genes across cancer lineages are IL12RB1, LINC02099, and AIM2, each associated with the pathway in up to 6 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 mesenchymal cell differentiation activity versus IL12RB1 in LSCC (Pearson r = 0.32).

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
LSCCIL12RB1 →+0.572+0.698.001<.00136
LUADLINC02099 →+0.161+0.489.005.00135
LSCCAIM2 →+1.234+0.750<.001<.00134
LSCCADGRE5 →+0.697+0.584<.001.00234
LSCCGZMA →+0.872+0.767.001<.00134
LSCCCD7 →+0.600+0.707.001<.00134
Each partner links to its Q-omics profile. Showing the 6 strongest associations by consensus.

GO:0072162 vs IL12RB1 — LSCC

Per-sample scatter of Metanephric mesenchymal cell differentiation activity vs IL12RB1 in LSCC.

Explore this scatter interactively →

Exploration