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Multi-Solvent Extraction Procedure for the Pioneer Fecal Metabolomic Analysis—Identification of Potential Biomarkers in Stable Kidney Transplant Patients

Metabolic alteration plays a functional role in kidney allograft complications. Metabolomics is a promising high-throughput approach in nephrology but is still limited by the lack of overlap in metabolite coverage. We performed an untargeted fecal metabolomic analysis of forty stable kidney allograf...

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Autores principales: Kouidhi, Soumaya, Souai, Nessrine, Alhujaily, Muhanad, Zidi, Oumaima, Kochbati, Ameni, Redissi, Alaeddine, Belali, Tareg M., Kossai, Imene El, El Manaa, Jamelddine, Cherif, Ameur, Mnif, Wissem, Mosbah, Amor
Formato: Online Artículo Texto
Lenguaje:English
Publicado: MDPI 2021
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8229050/
https://www.ncbi.nlm.nih.gov/pubmed/34073647
http://dx.doi.org/10.3390/diagnostics11060962
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author Kouidhi, Soumaya
Souai, Nessrine
Alhujaily, Muhanad
Zidi, Oumaima
Kochbati, Ameni
Redissi, Alaeddine
Belali, Tareg M.
Kossai, Imene El
El Manaa, Jamelddine
Cherif, Ameur
Mnif, Wissem
Mosbah, Amor
author_facet Kouidhi, Soumaya
Souai, Nessrine
Alhujaily, Muhanad
Zidi, Oumaima
Kochbati, Ameni
Redissi, Alaeddine
Belali, Tareg M.
Kossai, Imene El
El Manaa, Jamelddine
Cherif, Ameur
Mnif, Wissem
Mosbah, Amor
author_sort Kouidhi, Soumaya
collection PubMed
description Metabolic alteration plays a functional role in kidney allograft complications. Metabolomics is a promising high-throughput approach in nephrology but is still limited by the lack of overlap in metabolite coverage. We performed an untargeted fecal metabolomic analysis of forty stable kidney allograft recipients and twenty non-transplant controls. First, we applied the ultra-high performance liquid chromatography (UHPLC) analysis coupled with the Diod Array detector. The potential biomarkers were then collected and identified by gas chromatography-mass spectrometry (GCMS). In order to allow for complete coverage of the fecal polar and non-polar metabolites, the performance of five organic solvents with increasing polarity was investigated successively. UHPLC analysis revealed that the fecal metabolite profiles following the five extractions were significantly different between controls and kidney allografts. GC-MS analysis showed that the best predictors’ metabolites belonged mainly to long-chain fatty acids, phenolic compounds, and amino acids. Collectively, our results showed the efficiency of our pioneer method to successfully discriminate stable kidney-transplant recipients from controls. These findings suggest that distinct metabolic profiles mainly affect fatty acid biosynthesis and amino acid metabolism. In such a context, the novel insights into metabolomic investigation may be a valuable tool that could provide useful new relevant biomarkers for preventing kidney transplant complications.
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spelling pubmed-82290502021-06-26 Multi-Solvent Extraction Procedure for the Pioneer Fecal Metabolomic Analysis—Identification of Potential Biomarkers in Stable Kidney Transplant Patients Kouidhi, Soumaya Souai, Nessrine Alhujaily, Muhanad Zidi, Oumaima Kochbati, Ameni Redissi, Alaeddine Belali, Tareg M. Kossai, Imene El El Manaa, Jamelddine Cherif, Ameur Mnif, Wissem Mosbah, Amor Diagnostics (Basel) Article Metabolic alteration plays a functional role in kidney allograft complications. Metabolomics is a promising high-throughput approach in nephrology but is still limited by the lack of overlap in metabolite coverage. We performed an untargeted fecal metabolomic analysis of forty stable kidney allograft recipients and twenty non-transplant controls. First, we applied the ultra-high performance liquid chromatography (UHPLC) analysis coupled with the Diod Array detector. The potential biomarkers were then collected and identified by gas chromatography-mass spectrometry (GCMS). In order to allow for complete coverage of the fecal polar and non-polar metabolites, the performance of five organic solvents with increasing polarity was investigated successively. UHPLC analysis revealed that the fecal metabolite profiles following the five extractions were significantly different between controls and kidney allografts. GC-MS analysis showed that the best predictors’ metabolites belonged mainly to long-chain fatty acids, phenolic compounds, and amino acids. Collectively, our results showed the efficiency of our pioneer method to successfully discriminate stable kidney-transplant recipients from controls. These findings suggest that distinct metabolic profiles mainly affect fatty acid biosynthesis and amino acid metabolism. In such a context, the novel insights into metabolomic investigation may be a valuable tool that could provide useful new relevant biomarkers for preventing kidney transplant complications. MDPI 2021-05-26 /pmc/articles/PMC8229050/ /pubmed/34073647 http://dx.doi.org/10.3390/diagnostics11060962 Text en © 2021 by the authors. https://creativecommons.org/licenses/by/4.0/Licensee MDPI, Basel, Switzerland. This article is an open access article distributed under the terms and conditions of the Creative Commons Attribution (CC BY) license (https://creativecommons.org/licenses/by/4.0/).
spellingShingle Article
Kouidhi, Soumaya
Souai, Nessrine
Alhujaily, Muhanad
Zidi, Oumaima
Kochbati, Ameni
Redissi, Alaeddine
Belali, Tareg M.
Kossai, Imene El
El Manaa, Jamelddine
Cherif, Ameur
Mnif, Wissem
Mosbah, Amor
Multi-Solvent Extraction Procedure for the Pioneer Fecal Metabolomic Analysis—Identification of Potential Biomarkers in Stable Kidney Transplant Patients
title Multi-Solvent Extraction Procedure for the Pioneer Fecal Metabolomic Analysis—Identification of Potential Biomarkers in Stable Kidney Transplant Patients
title_full Multi-Solvent Extraction Procedure for the Pioneer Fecal Metabolomic Analysis—Identification of Potential Biomarkers in Stable Kidney Transplant Patients
title_fullStr Multi-Solvent Extraction Procedure for the Pioneer Fecal Metabolomic Analysis—Identification of Potential Biomarkers in Stable Kidney Transplant Patients
title_full_unstemmed Multi-Solvent Extraction Procedure for the Pioneer Fecal Metabolomic Analysis—Identification of Potential Biomarkers in Stable Kidney Transplant Patients
title_short Multi-Solvent Extraction Procedure for the Pioneer Fecal Metabolomic Analysis—Identification of Potential Biomarkers in Stable Kidney Transplant Patients
title_sort multi-solvent extraction procedure for the pioneer fecal metabolomic analysis—identification of potential biomarkers in stable kidney transplant patients
topic Article
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8229050/
https://www.ncbi.nlm.nih.gov/pubmed/34073647
http://dx.doi.org/10.3390/diagnostics11060962
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