Serum Metabolomics Benefits Discrimination Kidney Disease Development in Type 2 Diabetes Patients
Authors:
Open Access
- 9 May 2022
- journal article
- research article
- Published by Frontiers Media SA in Frontiers in Medicine
- Vol. 9, 819311
Abstract
Background: Diabetic kidney disease (DKD) is the primary cause of end-stage renal disease, raising a considerable burden worldwide. Recognizing novel biomarkers by metabolomics can shed light on new biochemical insight to benefit DKD diagnostics and therapeutics. We hypothesized that serum metabolites can serve as biomarkers in the progression of DKD.Methods: A cross-sectional study of 1,043 plasma metabolites by untargeted LC/MS among 89 participants identified associations between proteinuria severity and metabolites difference. Pathway analysis from differently expressed metabolites was used to determine perturbed metabolism pathways. The results were replicated in an independent, cross-sectional cohort of 83 individuals. Correlation and prediction values were used to examine the association between plasma metabolites level and proteinuria amount.Results: Diabetes, and diabetic kidney disease with different ranges of proteinuria have shown different metabolites patterns. Cysteine and methionine metabolism pathway, and Taurine and hypotaurine metabolism pathway were distinguishable in the existence of DKD in DC (diabetes controls without kidney disease), and DKD with different ranges of proteinuria. Two interesting tetrapeptides (Asn-Met-Cys-Ser and Asn-Cys-Pro-Pro) circulating levels were elevated with the DKD proteinuria progression.Conclusions: These findings underscore that serum metabolomics provide us biochemical perspectives to identify some clinically relevant physiopathologic biomarkers of DKD progression.Keywords
Funding Information
- National Key Research and Development Program of China (2018YFC1314003)
This publication has 32 references indexed in Scilit:
- Evaluation and Management of Chronic Kidney Disease: Synopsis of the Kidney Disease: Improving Global Outcomes 2012 Clinical Practice GuidelineAnnals of Internal Medicine, 2013
- Procedures for large-scale metabolic profiling of serum and plasma using gas chromatography and liquid chromatography coupled to mass spectrometryNature Protocols, 2011
- Metabolite profiles and the risk of developing diabetesNature Medicine, 2011
- Taurine and the renal systemJournal of Biomedical Science, 2010
- Chronic Kidney Disease and the Risks of Death, Cardiovascular Events, and HospitalizationNew England Journal of Medicine, 2004
- Homocysteine clearance and methylation flux rates in health and end-stage renal disease: association withS-adenosylhomocysteineAmerican Journal of Physiology-Renal Physiology, 2004
- Methionine metabolism in mammalsThe Journal of Nutritional Biochemistry, 1990
- Predicting Diabetic Nephropathy in Insulin-Dependent PatientsNew England Journal of Medicine, 1984
- Microalbuminuria Predicts Clinical Proteinuria and Early Mortality in Maturity-Onset DiabetesNew England Journal of Medicine, 1984
- Use of Single Voided Urine Samples to Estimate Quantitative ProteinuriaNew England Journal of Medicine, 1983