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...
Main Authors: | , , , , , , , , , , |
---|---|
Format: | Article |
Language: | English |
Published: |
MDPI AG
2021-04-01
|
Series: | Diagnostics |
Subjects: | |
Online Access: | https://www.mdpi.com/2075-4418/11/5/807 |
id |
doaj-ccb2d00fcb844ffabf08222a03b2df74 |
---|---|
record_format |
Article |
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 |
work_keys_str_mv |
AT soumayakouidhi fecalmetabolomicsrevealsdistinctprofilesofkidneytransplantrecipientsandhealthycontrols AT oumaimazidi fecalmetabolomicsrevealsdistinctprofilesofkidneytransplantrecipientsandhealthycontrols AT muhanadalhujaily fecalmetabolomicsrevealsdistinctprofilesofkidneytransplantrecipientsandhealthycontrols AT nessrinesouai fecalmetabolomicsrevealsdistinctprofilesofkidneytransplantrecipientsandhealthycontrols AT amormosbah fecalmetabolomicsrevealsdistinctprofilesofkidneytransplantrecipientsandhealthycontrols AT taregmbelali fecalmetabolomicsrevealsdistinctprofilesofkidneytransplantrecipientsandhealthycontrols AT kaisghedira fecalmetabolomicsrevealsdistinctprofilesofkidneytransplantrecipientsandhealthycontrols AT imeneelkossai fecalmetabolomicsrevealsdistinctprofilesofkidneytransplantrecipientsandhealthycontrols AT jamelddineelmanaa fecalmetabolomicsrevealsdistinctprofilesofkidneytransplantrecipientsandhealthycontrols AT wissemmnif fecalmetabolomicsrevealsdistinctprofilesofkidneytransplantrecipientsandhealthycontrols AT ameurcherif fecalmetabolomicsrevealsdistinctprofilesofkidneytransplantrecipientsandhealthycontrols |
_version_ |
1721500246647767040 |