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Metabolomic profiling of amino acids study reveals a distinct diagnostic model for diabetic kidney disease

Diabetic kidney disease (DKD), a highly prevalent complication of diabetes mellitus, is a major cause of mortality in patients. However, identifying circulatory markers to diagnose DKD requires a thorough understanding of the metabolic mechanisms of DKD. In this study, we performed ultra-performance...

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Detalles Bibliográficos
Autores principales: Wang, Jiao, Zhou, Chunyu, Zhang, Qing, Liu, Zhangsuo
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Springer Vienna 2023
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10689543/
https://www.ncbi.nlm.nih.gov/pubmed/37736814
http://dx.doi.org/10.1007/s00726-023-03330-0
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author Wang, Jiao
Zhou, Chunyu
Zhang, Qing
Liu, Zhangsuo
author_facet Wang, Jiao
Zhou, Chunyu
Zhang, Qing
Liu, Zhangsuo
author_sort Wang, Jiao
collection PubMed
description Diabetic kidney disease (DKD), a highly prevalent complication of diabetes mellitus, is a major cause of mortality in patients. However, identifying circulatory markers to diagnose DKD requires a thorough understanding of the metabolic mechanisms of DKD. In this study, we performed ultra-performance liquid chromatography tandem mass spectrometry (UPLC-MS/MS) to reveal altered metabolic profiles of amino acids (AAs) in patients with DKD. We found decreased plasma levels of histidine and valine, increased urine levels of proline, decreased urine levels of histidine and valine, and increased saliva levels of arginine in patients with DKD compared with the levels in patients with type 2 diabetes mellitus (T2DM) and in healthy controls. Our analyses of the key metabolites and metabolic enzymes involved in histidine and valine metabolism indicated that the AAs level alterations may be due to enhanced carnosine hydrolysis, decreased degradation of homocarnosine and anserine, enhanced histidine methylation, and systemic enhancement of valine metabolism in patients with DKD. Notably, we generated a distinct diagnostic model with an AUC of 0.957 and an accuracy up to 92.2% on the basis of the AA profiles in plasma, urine and saliva differing in patients with DKD using logistic regression and receiver operating characteristic analyses. In conclusion, our results suggest that altered AA metabolic profiles are associated with the progression of DKD. Our DKD diagnostic model on the basis of AA levels in plasma, urine, and saliva may provide a theoretical basis for innovative strategies to diagnose DKD that may replace cumbersome kidney biopsies. SUPPLEMENTARY INFORMATION: The online version contains supplementary material available at 10.1007/s00726-023-03330-0.
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spelling pubmed-106895432023-12-02 Metabolomic profiling of amino acids study reveals a distinct diagnostic model for diabetic kidney disease Wang, Jiao Zhou, Chunyu Zhang, Qing Liu, Zhangsuo Amino Acids Original Article Diabetic kidney disease (DKD), a highly prevalent complication of diabetes mellitus, is a major cause of mortality in patients. However, identifying circulatory markers to diagnose DKD requires a thorough understanding of the metabolic mechanisms of DKD. In this study, we performed ultra-performance liquid chromatography tandem mass spectrometry (UPLC-MS/MS) to reveal altered metabolic profiles of amino acids (AAs) in patients with DKD. We found decreased plasma levels of histidine and valine, increased urine levels of proline, decreased urine levels of histidine and valine, and increased saliva levels of arginine in patients with DKD compared with the levels in patients with type 2 diabetes mellitus (T2DM) and in healthy controls. Our analyses of the key metabolites and metabolic enzymes involved in histidine and valine metabolism indicated that the AAs level alterations may be due to enhanced carnosine hydrolysis, decreased degradation of homocarnosine and anserine, enhanced histidine methylation, and systemic enhancement of valine metabolism in patients with DKD. Notably, we generated a distinct diagnostic model with an AUC of 0.957 and an accuracy up to 92.2% on the basis of the AA profiles in plasma, urine and saliva differing in patients with DKD using logistic regression and receiver operating characteristic analyses. In conclusion, our results suggest that altered AA metabolic profiles are associated with the progression of DKD. Our DKD diagnostic model on the basis of AA levels in plasma, urine, and saliva may provide a theoretical basis for innovative strategies to diagnose DKD that may replace cumbersome kidney biopsies. SUPPLEMENTARY INFORMATION: The online version contains supplementary material available at 10.1007/s00726-023-03330-0. Springer Vienna 2023-09-22 2023 /pmc/articles/PMC10689543/ /pubmed/37736814 http://dx.doi.org/10.1007/s00726-023-03330-0 Text en © The Author(s) 2023 https://creativecommons.org/licenses/by/4.0/Open Access This article is licensed under a Creative Commons Attribution 4.0 International License, which permits use, sharing, adaptation, distribution and reproduction in any medium or format, as long as you give appropriate credit to the original author(s) and the source, provide a link to the Creative Commons licence, and indicate if changes were made. The images or other third party material in this article are included in the article's Creative Commons licence, unless indicated otherwise in a credit line to the material. If material is not included in the article's Creative Commons licence and your intended use is not permitted by statutory regulation or exceeds the permitted use, you will need to obtain permission directly from the copyright holder. To view a copy of this licence, visit http://creativecommons.org/licenses/by/4.0/ (https://creativecommons.org/licenses/by/4.0/) .
spellingShingle Original Article
Wang, Jiao
Zhou, Chunyu
Zhang, Qing
Liu, Zhangsuo
Metabolomic profiling of amino acids study reveals a distinct diagnostic model for diabetic kidney disease
title Metabolomic profiling of amino acids study reveals a distinct diagnostic model for diabetic kidney disease
title_full Metabolomic profiling of amino acids study reveals a distinct diagnostic model for diabetic kidney disease
title_fullStr Metabolomic profiling of amino acids study reveals a distinct diagnostic model for diabetic kidney disease
title_full_unstemmed Metabolomic profiling of amino acids study reveals a distinct diagnostic model for diabetic kidney disease
title_short Metabolomic profiling of amino acids study reveals a distinct diagnostic model for diabetic kidney disease
title_sort metabolomic profiling of amino acids study reveals a distinct diagnostic model for diabetic kidney disease
topic Original Article
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10689543/
https://www.ncbi.nlm.nih.gov/pubmed/37736814
http://dx.doi.org/10.1007/s00726-023-03330-0
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