Mesenchymal stem cell differentiation

pathway activity — cross-omics
GO:0072497Cross-omicsPROTEIN-MS → RNAPatientPairwise association · TCGA cohorts

Across TCGA patient cohorts, RNA activity of the Mesenchymal stem cell differentiation 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 SOX6, TCIRG1, and TAS2R10, 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.

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
GBMSOX6 →+0.993+0.566<.001<.00135
GBMTCIRG1 →-0.566-0.357<.001.00434
GBMTAS2R10 →+0.735+0.500<.001<.00134
GBMPEBP1P3 →-0.760-0.446<.001.00534
PDACPRTFDC1 →+0.485+0.524<.001.00134
LSCCSUSD3 →-0.502-0.725.006.00134
Each partner links to its Q-omics profile. Showing the 6 strongest associations by consensus.

Exploration