Mesodermal cell differentiation

pathway activity — cross-omics
GO:0048333Cross-omicsPROTEIN-MS → RNACellPairwise association · TCGA cohorts

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

The most reproducible pathway-associated genes across cancer lineages are ITGA2, ITGA3, and LAMA3, each associated with the pathway in up to 10 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, Mesodermal cell differentiation activity versus ITGA2 in URINARY_TRACT (Pearson r = 0.79).

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
URINARY_TRACTITGA2 →+3.177+0.665<.001.004310
BONEITGA3 →+4.847+0.453.001.002310
STOMACHLAMA3 →+4.035+0.619<.001<.00139
URINARY_TRACTITGB4 →+6.808+0.791<.001<.00139
BREASTPLAUR →+3.117+0.519<.001<.00139
STOMACHF3 →+3.998+0.593.008.00438
Each partner links to its Q-omics profile. Showing the 6 strongest associations by consensus.

GO:0048333 vs ITGA2 — URINARY_TRACT

Per-sample scatter of Mesodermal cell differentiation activity vs ITGA2 in URINARY_TRACT.

Explore this scatter interactively →

Exploration