Identification of Senescence-Associated Biomarkers in Diabetic Glomerulopathy Using Integrated Bioinformatics Analysis

Figure 5

Single-cell analysis based on hub gene expression. (a) Violin plot of lineage-specific markers for each kidney cell cluster. (b) UMAP visualization of kidney cell clusters. (c) Heat map of hub gene expression in kidney cell clusters. (d) Heat map of total expression of hub genes at 06 and 12 weeks.

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