Fecal Metabolomics Reveals Distinct Profiles of Kidney Transplant Recipients and Healthy Controls

Monitoring graft recipients remains dependent on traditional biomarkers and old technologies lacking specificity, sensitivity, or accuracy. Recently, metabolomics is becoming a promising approach that may offer to kidney transplants a more effective and specific monitoring. Furthermore, emerging evi...

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Main Authors: Soumaya Kouidhi, Oumaima Zidi, Muhanad Alhujaily, Nessrine Souai, Amor Mosbah, Tareg M. Belali, Kais Ghedira, Imene El Kossai, Jamelddine El Manaa, Wissem Mnif, Ameur Cherif
Format: Article
Language:English
Published: MDPI AG 2021-04-01
Series:Diagnostics
Subjects:
Online Access:https://www.mdpi.com/2075-4418/11/5/807
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spelling doaj-ccb2d00fcb844ffabf08222a03b2df742021-04-29T23:02:50ZengMDPI AGDiagnostics2075-44182021-04-011180780710.3390/diagnostics11050807Fecal Metabolomics Reveals Distinct Profiles of Kidney Transplant Recipients and Healthy ControlsSoumaya Kouidhi0Oumaima Zidi1Muhanad Alhujaily2Nessrine Souai3Amor Mosbah4Tareg M. Belali5Kais Ghedira6Imene El Kossai7Jamelddine El Manaa8Wissem Mnif9Ameur Cherif10Laboratory of Biotechnology and Valorisation of Bio-GeoRessources, Higher Institute of Biotechnology of Sidi Thabet, BiotechPole of Sidi Thabet, University of Manouba, Ariana 2020, TunisiaLaboratory of Biotechnology and Valorisation of Bio-GeoRessources, Higher Institute of Biotechnology of Sidi Thabet, BiotechPole of Sidi Thabet, University of Manouba, Ariana 2020, TunisiaDepartment of Clinical Laboratory, College of Applied Medicine, University of Bisha, P.O. Box 551, Bisha 61922, Saudi ArabiaLaboratory of Biotechnology and Valorisation of Bio-GeoRessources, Higher Institute of Biotechnology of Sidi Thabet, BiotechPole of Sidi Thabet, University of Manouba, Ariana 2020, TunisiaLaboratory of Biotechnology and Valorisation of Bio-GeoRessources, Higher Institute of Biotechnology of Sidi Thabet, BiotechPole of Sidi Thabet, University of Manouba, Ariana 2020, TunisiaFaculty of Applied Medical Sciences, University of Bisha, 255, Al Nakhil, Bisha 67714, Saudi ArabiaLaboratory of Bioinformatics, bioMathematics, and Biostatistics (LR16IPT09), Pasteur Institute of Tunisia, University of Tunis El Manar, Tunis 1002, TunisiaUnit of Organ Transplant, Military Training Hospital, Tunis 1008, TunisiaUnit of Organ Transplant, Military Training Hospital, Tunis 1008, TunisiaDepartment of Chemistry, Faculty of Sciences and Arts in Balgarn, University of Bisha, P.O. Box 199, Bisha 61922, Saudi ArabiaLaboratory of Biotechnology and Valorisation of Bio-GeoRessources, Higher Institute of Biotechnology of Sidi Thabet, BiotechPole of Sidi Thabet, University of Manouba, Ariana 2020, TunisiaMonitoring graft recipients remains dependent on traditional biomarkers and old technologies lacking specificity, sensitivity, or accuracy. Recently, metabolomics is becoming a promising approach that may offer to kidney transplants a more effective and specific monitoring. Furthermore, emerging evidence suggested a fundamental role of gut microbiota as an important determinant of patients’ metabolomes. In the current study, we enrolled forty stable renal allografts recipients compared to twenty healthy individuals. Samples were taken at different time points from patient to patient following transplantation surgery, which varied from 3 months to 22 years post-graft. All patients started the immunosuppression therapy immediately following kidney graft (Day 0). Gas chromatography–mass spectrometry (GC–MS) was employed to perform untargeted analysis of fecal metabolites. Globally, the fecal metabolic signature was significantly different between kidney transplants and the control group. Fecal metabolome was dominated by lipids (sterols and fatty acids) in the stable transplant group compared to the controls (<i>p</i> < 0.05). Overall, 18 metabolites were significantly altered within kidney transplant recipients. Furthermore, the most notable altered metabolic pathways in kidney transplants include ubiquinone and other terpenoid-quinone biosynthesis, tyrosine metabolism, tryptophan biosynthesis, and primary bile acid biosynthesis. Fecal metabolites could effectively distinguish stable transplant recipients from controls, supporting the potential utility of metabolomics in rapid and non-invasive diagnosis to produce relevant biomarkers and to help clinicians in monitoring kidney transplants. Further investigations are needed to clarify the physiological relevance of fecal metabolome and to assess the impact of microbiota modulation.https://www.mdpi.com/2075-4418/11/5/807fecal metabolomekidney transplantationmicrobiotabiomarkers
collection DOAJ
language English
format Article
sources DOAJ
author Soumaya Kouidhi
Oumaima Zidi
Muhanad Alhujaily
Nessrine Souai
Amor Mosbah
Tareg M. Belali
Kais Ghedira
Imene El Kossai
Jamelddine El Manaa
Wissem Mnif
Ameur Cherif
spellingShingle Soumaya Kouidhi
Oumaima Zidi
Muhanad Alhujaily
Nessrine Souai
Amor Mosbah
Tareg M. Belali
Kais Ghedira
Imene El Kossai
Jamelddine El Manaa
Wissem Mnif
Ameur Cherif
Fecal Metabolomics Reveals Distinct Profiles of Kidney Transplant Recipients and Healthy Controls
Diagnostics
fecal metabolome
kidney transplantation
microbiota
biomarkers
author_facet Soumaya Kouidhi
Oumaima Zidi
Muhanad Alhujaily
Nessrine Souai
Amor Mosbah
Tareg M. Belali
Kais Ghedira
Imene El Kossai
Jamelddine El Manaa
Wissem Mnif
Ameur Cherif
author_sort Soumaya Kouidhi
title Fecal Metabolomics Reveals Distinct Profiles of Kidney Transplant Recipients and Healthy Controls
title_short Fecal Metabolomics Reveals Distinct Profiles of Kidney Transplant Recipients and Healthy Controls
title_full Fecal Metabolomics Reveals Distinct Profiles of Kidney Transplant Recipients and Healthy Controls
title_fullStr Fecal Metabolomics Reveals Distinct Profiles of Kidney Transplant Recipients and Healthy Controls
title_full_unstemmed Fecal Metabolomics Reveals Distinct Profiles of Kidney Transplant Recipients and Healthy Controls
title_sort fecal metabolomics reveals distinct profiles of kidney transplant recipients and healthy controls
publisher MDPI AG
series Diagnostics
issn 2075-4418
publishDate 2021-04-01
description Monitoring graft recipients remains dependent on traditional biomarkers and old technologies lacking specificity, sensitivity, or accuracy. Recently, metabolomics is becoming a promising approach that may offer to kidney transplants a more effective and specific monitoring. Furthermore, emerging evidence suggested a fundamental role of gut microbiota as an important determinant of patients’ metabolomes. In the current study, we enrolled forty stable renal allografts recipients compared to twenty healthy individuals. Samples were taken at different time points from patient to patient following transplantation surgery, which varied from 3 months to 22 years post-graft. All patients started the immunosuppression therapy immediately following kidney graft (Day 0). Gas chromatography–mass spectrometry (GC–MS) was employed to perform untargeted analysis of fecal metabolites. Globally, the fecal metabolic signature was significantly different between kidney transplants and the control group. Fecal metabolome was dominated by lipids (sterols and fatty acids) in the stable transplant group compared to the controls (<i>p</i> < 0.05). Overall, 18 metabolites were significantly altered within kidney transplant recipients. Furthermore, the most notable altered metabolic pathways in kidney transplants include ubiquinone and other terpenoid-quinone biosynthesis, tyrosine metabolism, tryptophan biosynthesis, and primary bile acid biosynthesis. Fecal metabolites could effectively distinguish stable transplant recipients from controls, supporting the potential utility of metabolomics in rapid and non-invasive diagnosis to produce relevant biomarkers and to help clinicians in monitoring kidney transplants. Further investigations are needed to clarify the physiological relevance of fecal metabolome and to assess the impact of microbiota modulation.
topic fecal metabolome
kidney transplantation
microbiota
biomarkers
url https://www.mdpi.com/2075-4418/11/5/807
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