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Updated: Jan 21, 2026

Comparative Proteomic Analysis of Whole Kidney, Medulla, and Cortical Tubules in Diabetic Pathogenesis of Kidney Injury in Mice
Published on: May 2, 2025
The effect of dicarbonyl stress on the development of kidney dysfunction in metabolic syndrome - a transcriptomic and
Irena Markova1, Martina Hüttl1, Olena Oliyarnyk1
11Centre for Experimental Medicine, Institute for Clinical and Experimental Medicine, Prague, Czech Republic.
Background And Aims:
Dicarbonyl stress plays an important role in the pathogenesis of microvascular complications that precede the formation of advanced glycation end products, and contributes to the development of renal dysfunction. In renal cells, toxic metabolites like methylglyoxal lead to mitochondrial dysfunction and protein structure modifications.In our study, we investigated the effect of methylglyoxal on metabolic, transcriptomic, metabolomic and proteomic profiles in the context of the development of kidney impairment in the model of metabolic syndrome.
Materials And Methods:
Dicarbonyl stress was induced by intragastric administration of methylglyoxal (0.5 mg/kg bw for 4 weeks) in a strain of hereditary hypertriglyceridaemic rats with insulin resistance and fatty liver.
Results:
Methylglyoxal administration aggravated glucose intolerance (AUC0-120 p < 0.05), and increased plasma glucose (p < 0.01) and insulin (p < 0.05). Compared to controls, methylglyoxal-treated rats exhibited microalbuminuria (p < 0.01). Targeted proteomic analysis revealed increases in urinary secretion of pro-inflammatory parameters (MCP-1, IL-6, IL-8), specific collagen IV fragments and extracellular matrix proteins. Urine metabolomic biomarkers in methylglyoxal-treated rats were mainly associated with impairment of membrane phospholipids (8-isoprostane, 4-hydroxynonenal).Decreased levels of glutathione (p < 0.01) together with diminished activity of glutathione-dependent antioxidant enzymes contributed to oxidative and dicarbonyl stress. Methylglyoxal administration elevated glyoxalase 1 expression (p < 0.05), involved in methylglyoxal degradation. Based on comparative transcriptomic analysis of the kidney cortex, 96 genes were identified as differentially expressed (FDR < 0.05). Network analysis revealed an over-representation of genes related to oxidative stress and pro-inflammatory signalling pathways as well as an inhibition of angiogenesis suggesting its contribution to renal fibrosis.
Conclusion:
Our results support the hypothesis that dicarbonyl stress plays a key role in renal microvascular complications. At the transcriptome level, methylglyoxal activated oxidative and pro-inflammatory pathways and inhibited angiogenesis. These effects were further supported by the results of urinary proteomic and metabolomic analyses.
Insights
Methylglyoxal exposure worsens kidney function and metabolic health in rats. This study reveals dicarbonyl stress drives renal microvascular complications by activating inflammatory and oxidative pathways.
Area of Science:
- Biochemistry
- Nephrology
- Metabolomics
Background:
- Dicarbonyl stress is implicated in microvascular complications and renal dysfunction.
- Methylglyoxal (MGO) is a toxic metabolite contributing to mitochondrial dysfunction and protein modification in renal cells.
Purpose of the Study:
- To investigate the impact of MGO on metabolic, transcriptomic, metabolomic, and proteomic profiles in a rat model of metabolic syndrome.
- To understand MGO's role in the development of kidney impairment.
Main Methods:
- Hereditary hypertriglyceridaemic rats with metabolic syndrome were administered MGO (0.5 mg/kg bw for 4 weeks).
- Evaluated metabolic parameters, glucose intolerance, plasma glucose and insulin levels.
- Analyzed urinary microalbumin, proteomic and metabolomic profiles.
- Conducted kidney cortex transcriptomic analysis and network analysis.
Main Results:
- MGO administration aggravated glucose intolerance, increased plasma glucose and insulin, and induced microalbuminuria.
- Urinary proteomic analysis showed increased pro-inflammatory markers and extracellular matrix proteins.
- Metabolomic analysis indicated impaired membrane phospholipids.
- Decreased glutathione levels and antioxidant enzyme activity contributed to oxidative stress.
- Transcriptomic analysis revealed differential expression of genes related to oxidative stress, inflammation, and inhibited angiogenesis.
Conclusions:
- Dicarbonyl stress, induced by MGO, plays a significant role in renal microvascular complications.
- MGO activates oxidative and pro-inflammatory pathways and inhibits angiogenesis at the transcriptome level.
- Urinary proteomic and metabolomic findings support MGO's contribution to renal impairment.
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