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Fig. 4 | Molecular Medicine

Fig. 4

From: Identification of kukoamine a as an anti-osteoporosis drug target using network pharmacology and experiment verification

Fig. 4

The gene expression analyses in osteoporosis samples from the GEO dataset. A Gene normalization diagram shows this dataset has a good consistency. B Gene volcano map. C Principal genetic analysis. D Uniform Manifold Approximation and Projection. D Heatmap analysis found that the top 20 genes expressed in GEO dataset. UMAP: Uniform Manifold Approximation and Projection, PCA: Principal genetic analysis

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Molecular Medicine

ISSN: 1528-3658