Mesenchymal stem cell differentiation

pathway activity — cross-omics
GO:0072497Cross-omicsRNA → PROTEIN-MSPatientPairwise association · TCGA cohorts

Across TCGA patient cohorts, RNA activity of the Mesenchymal stem cell differentiation pathway is significantly associated with the protein abundance of multiple proteins, with the BRCA cohort showing a particularly strong set of associations.

The most reproducible pathway-associated proteins across cancer lineages are PCOLCE, RAB23, and SFRP4, 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.

Pathway-associated proteins 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 proteinX-scoreY-scorep(X)p(Y)Sampling consensusLineage consensus
BRCAPCOLCE →+0.625+0.056<.001<.00137
HNSCRAB23 →+0.311+0.085.001.00237
COADSFRP4 →+1.025+0.048<.001<.00136
COADCLEC11A →+0.477+0.048.008.00136
HNSCDPYSL3 →+0.534+0.082<.001.00136
BRCAEFEMP2 →+0.473+0.042.002.00136
Each partner links to its Q-omics profile. Showing the 6 strongest associations by consensus.

Exploration