Regulation of osteoblast differentiation

pathway activity — cross-omics
GO:0045667Cross-omicsPROTEIN-MS → RNACellPairwise association · TCGA cohorts

Across TCGA cell cohorts, RNA activity of the Regulation of osteoblast 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 VPS51, RPL27A, and COMP, each associated with the pathway in up to 4 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, Regulation of osteoblast differentiation activity versus VPS51 in URINARY_TRACT (Pearson r = 0.57).

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_TRACTVPS51 →+0.716+0.262<.001<.00134
STOMACHRPL27A →+0.956+0.682.001.00634
SOFT_TISSUECOMP →-0.399-0.242.005.00233
SOFT_TISSUERPL27 →+0.576+0.278<.001<.00133
LIVERLYRM4 →+0.637+0.254.001.00133
SOFT_TISSUESERHL2 →-0.855-0.270.005.00933
Each partner links to its Q-omics profile. Showing the 6 strongest associations by consensus.

GO:0045667 vs VPS51 — URINARY_TRACT

Per-sample scatter of Regulation of osteoblast differentiation activity vs VPS51 in URINARY_TRACT.

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Exploration