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Metabolomics profiling distinctively identified end-stage renal disease patients from chronic kidney disease patients

Chronic kidney disease (CKD) is a serious public health problem characterized by progressive kidney function loss leading to end-stage renal disease (ESRD) that demands dialysis or kidney transplantation. Early detection can prevent or delay progression to ESRD. The study aimed to gain new insights...

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Autores principales: Dahabiyeh, Lina A., Nimer, Refat M., Sumaily, Khalid M., Alabdaljabar, Mohamad S., Jacob, Minnie, Sabi, Essa M., Hussein, Maged H., Abdel Rahman, Anas
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Nature Publishing Group UK 2023
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10105740/
https://www.ncbi.nlm.nih.gov/pubmed/37061630
http://dx.doi.org/10.1038/s41598-023-33377-8
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author Dahabiyeh, Lina A.
Nimer, Refat M.
Sumaily, Khalid M.
Alabdaljabar, Mohamad S.
Jacob, Minnie
Sabi, Essa M.
Hussein, Maged H.
Abdel Rahman, Anas
author_facet Dahabiyeh, Lina A.
Nimer, Refat M.
Sumaily, Khalid M.
Alabdaljabar, Mohamad S.
Jacob, Minnie
Sabi, Essa M.
Hussein, Maged H.
Abdel Rahman, Anas
author_sort Dahabiyeh, Lina A.
collection PubMed
description Chronic kidney disease (CKD) is a serious public health problem characterized by progressive kidney function loss leading to end-stage renal disease (ESRD) that demands dialysis or kidney transplantation. Early detection can prevent or delay progression to ESRD. The study aimed to gain new insights into the perturbed biochemical reactions and to identify novel distinct biomarkers between ESRD and CKD. Serum samples of 32 patients with ESRD (n = 13) and CKD (n = 19) were analyzed using chemical isotope labeling liquid chromatography-mass spectrometry metabolomics approach. A total of 193 metabolites were significantly altered in ESRD compared to CKD and were mainly involved in aminoacyl-tRNA biosynthesis, branched-chain amino acid (BCAA) biosynthesis, taurine metabolism, and tryptophan metabolism. Three kynurenine derivatives, namely, 2-aminobenzoic acid, xanthurenic acid, and hydroxypicolinic acid were upregulated in ESRD compared to CKD due to the significant decrease in glomerular filtration rate with the progression of CKD to ESRD. N-Hydroxy-isoleucine, 2-aminobenzoic acid, and picolinic acid yielded AUC > 0.99 when analyzed using Receiver Operating Characteristic (ROC) analysis. Our findings suggest that inhibiting the kynurenine pathway might be a promising target to delay CKD progression and that metabolites with high discriminative ability might serve as potential prognostic biomarkers to monitor the progression of CKD to ESRD or used in combination with current markers to indicate the status of kidney damage better.
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spelling pubmed-101057402023-04-17 Metabolomics profiling distinctively identified end-stage renal disease patients from chronic kidney disease patients Dahabiyeh, Lina A. Nimer, Refat M. Sumaily, Khalid M. Alabdaljabar, Mohamad S. Jacob, Minnie Sabi, Essa M. Hussein, Maged H. Abdel Rahman, Anas Sci Rep Article Chronic kidney disease (CKD) is a serious public health problem characterized by progressive kidney function loss leading to end-stage renal disease (ESRD) that demands dialysis or kidney transplantation. Early detection can prevent or delay progression to ESRD. The study aimed to gain new insights into the perturbed biochemical reactions and to identify novel distinct biomarkers between ESRD and CKD. Serum samples of 32 patients with ESRD (n = 13) and CKD (n = 19) were analyzed using chemical isotope labeling liquid chromatography-mass spectrometry metabolomics approach. A total of 193 metabolites were significantly altered in ESRD compared to CKD and were mainly involved in aminoacyl-tRNA biosynthesis, branched-chain amino acid (BCAA) biosynthesis, taurine metabolism, and tryptophan metabolism. Three kynurenine derivatives, namely, 2-aminobenzoic acid, xanthurenic acid, and hydroxypicolinic acid were upregulated in ESRD compared to CKD due to the significant decrease in glomerular filtration rate with the progression of CKD to ESRD. N-Hydroxy-isoleucine, 2-aminobenzoic acid, and picolinic acid yielded AUC > 0.99 when analyzed using Receiver Operating Characteristic (ROC) analysis. Our findings suggest that inhibiting the kynurenine pathway might be a promising target to delay CKD progression and that metabolites with high discriminative ability might serve as potential prognostic biomarkers to monitor the progression of CKD to ESRD or used in combination with current markers to indicate the status of kidney damage better. Nature Publishing Group UK 2023-04-15 /pmc/articles/PMC10105740/ /pubmed/37061630 http://dx.doi.org/10.1038/s41598-023-33377-8 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 Article
Dahabiyeh, Lina A.
Nimer, Refat M.
Sumaily, Khalid M.
Alabdaljabar, Mohamad S.
Jacob, Minnie
Sabi, Essa M.
Hussein, Maged H.
Abdel Rahman, Anas
Metabolomics profiling distinctively identified end-stage renal disease patients from chronic kidney disease patients
title Metabolomics profiling distinctively identified end-stage renal disease patients from chronic kidney disease patients
title_full Metabolomics profiling distinctively identified end-stage renal disease patients from chronic kidney disease patients
title_fullStr Metabolomics profiling distinctively identified end-stage renal disease patients from chronic kidney disease patients
title_full_unstemmed Metabolomics profiling distinctively identified end-stage renal disease patients from chronic kidney disease patients
title_short Metabolomics profiling distinctively identified end-stage renal disease patients from chronic kidney disease patients
title_sort metabolomics profiling distinctively identified end-stage renal disease patients from chronic kidney disease patients
topic Article
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10105740/
https://www.ncbi.nlm.nih.gov/pubmed/37061630
http://dx.doi.org/10.1038/s41598-023-33377-8
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