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Research Article: Integrated Analysis of Single-Cell RNA-Seq and Bulk RNA-Seq Combined with Multiple Machine Learning Identified a Novel Immune Signature in Diabetic Nephropathy

Date Published: 2023-06-07

Abstract:
Diabetic nephropathy (DN) is characterized by early glomerular hypertrophy, glomerular basement membrane thickening, podocyte injury, mesangial stromal dilation, and tubular injury, with later glomerulosclerosis and tubulointerstitial fibrosis, and has emerged as the leading cause of end-stage renal disease (ESRD) worldwide. Although traditional standard treatments, including strict blood sugar and blood pressure control, have been used in DN treatment, their effectiveness in delaying DN exacerbation is still disappointing. Considering the enormous economic and social burden of DN, there is an urgent need to identify new therapeutic targets and improve clinical outcomes from the pathogenesis of DN.

Introduction:
Diabetic nephropathy (DN) is characterized by early glomerular hypertrophy, glomerular basement membrane thickening, podocyte injury, mesangial stromal dilation, and tubular injury, with later glomerulosclerosis and tubulointerstitial fibrosis, and has emerged as the leading cause of end-stage renal disease (ESRD) worldwide. Although traditional standard treatments, including strict blood sugar and blood pressure control, have been used in DN treatment, their effectiveness in delaying DN exacerbation is still…

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