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Effects of exercise on NAFLD using non-targeted metabolomics in adipose tissue, plasma, urine, and stool
The mechanisms by which exercise benefits patients with non-alcoholic fatty liver disease (NAFLD), the most common liver disease worldwide, remain poorly understood. A non-targeted liquid chromatography-mass spectrometry (LC–MS)-based metabolomics analysis was used to identify metabolic changes asso...
Autores principales: | , , , , , , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Nature Publishing Group UK
2022
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9019539/ https://www.ncbi.nlm.nih.gov/pubmed/35444259 http://dx.doi.org/10.1038/s41598-022-10481-9 |
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author | Babu, Ambrin Farizah Csader, Susanne Männistö, Ville Tauriainen, Milla-Maria Pentikäinen, Heikki Savonen, Kai Klåvus, Anton Koistinen, Ville Hanhineva, Kati Schwab, Ursula |
author_facet | Babu, Ambrin Farizah Csader, Susanne Männistö, Ville Tauriainen, Milla-Maria Pentikäinen, Heikki Savonen, Kai Klåvus, Anton Koistinen, Ville Hanhineva, Kati Schwab, Ursula |
author_sort | Babu, Ambrin Farizah |
collection | PubMed |
description | The mechanisms by which exercise benefits patients with non-alcoholic fatty liver disease (NAFLD), the most common liver disease worldwide, remain poorly understood. A non-targeted liquid chromatography-mass spectrometry (LC–MS)-based metabolomics analysis was used to identify metabolic changes associated with NAFLD in humans upon exercise intervention (without diet change) across four different sample types—adipose tissue (AT), plasma, urine, and stool. Altogether, 46 subjects with NAFLD participated in this randomized controlled intervention study. The intervention group (n = 21) performed high-intensity interval training (HIIT) for 12 weeks while the control group (n = 25) kept their sedentary lifestyle. The participants' clinical parameters and metabolic profiles were compared between baseline and endpoint. HIIT significantly decreased fasting plasma glucose concentration (p = 0.027) and waist circumference (p = 0.028); and increased maximum oxygen consumption rate and maximum achieved workload (p < 0.001). HIIT resulted in sample-type-specific metabolite changes, including accumulation of amino acids and their derivatives in AT and plasma, while decreasing in urine and stool. Moreover, many of the metabolite level changes especially in the AT were correlated with the clinical parameters monitored during the intervention. In addition, certain lipids increased in plasma and decreased in the stool. Glyco-conjugated bile acids decreased in AT and urine. The 12-week HIIT exercise intervention has beneficial ameliorating effects in NAFLD subjects on a whole-body level, even without dietary changes and weight loss. The metabolomics analysis applied to the four different sample matrices provided an overall view on several metabolic pathways that had tissue-type specific changes after HIIT intervention in subjects with NAFLD. The results highlight especially the role of AT in responding to the HIIT challenge, and suggest that altered amino acid metabolism in AT might play a critical role in e.g. improving fasting plasma glucose concentration. Trial registration ClinicalTrials.gov (NCT03995056). |
format | Online Article Text |
id | pubmed-9019539 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2022 |
publisher | Nature Publishing Group UK |
record_format | MEDLINE/PubMed |
spelling | pubmed-90195392022-04-20 Effects of exercise on NAFLD using non-targeted metabolomics in adipose tissue, plasma, urine, and stool Babu, Ambrin Farizah Csader, Susanne Männistö, Ville Tauriainen, Milla-Maria Pentikäinen, Heikki Savonen, Kai Klåvus, Anton Koistinen, Ville Hanhineva, Kati Schwab, Ursula Sci Rep Article The mechanisms by which exercise benefits patients with non-alcoholic fatty liver disease (NAFLD), the most common liver disease worldwide, remain poorly understood. A non-targeted liquid chromatography-mass spectrometry (LC–MS)-based metabolomics analysis was used to identify metabolic changes associated with NAFLD in humans upon exercise intervention (without diet change) across four different sample types—adipose tissue (AT), plasma, urine, and stool. Altogether, 46 subjects with NAFLD participated in this randomized controlled intervention study. The intervention group (n = 21) performed high-intensity interval training (HIIT) for 12 weeks while the control group (n = 25) kept their sedentary lifestyle. The participants' clinical parameters and metabolic profiles were compared between baseline and endpoint. HIIT significantly decreased fasting plasma glucose concentration (p = 0.027) and waist circumference (p = 0.028); and increased maximum oxygen consumption rate and maximum achieved workload (p < 0.001). HIIT resulted in sample-type-specific metabolite changes, including accumulation of amino acids and their derivatives in AT and plasma, while decreasing in urine and stool. Moreover, many of the metabolite level changes especially in the AT were correlated with the clinical parameters monitored during the intervention. In addition, certain lipids increased in plasma and decreased in the stool. Glyco-conjugated bile acids decreased in AT and urine. The 12-week HIIT exercise intervention has beneficial ameliorating effects in NAFLD subjects on a whole-body level, even without dietary changes and weight loss. The metabolomics analysis applied to the four different sample matrices provided an overall view on several metabolic pathways that had tissue-type specific changes after HIIT intervention in subjects with NAFLD. The results highlight especially the role of AT in responding to the HIIT challenge, and suggest that altered amino acid metabolism in AT might play a critical role in e.g. improving fasting plasma glucose concentration. Trial registration ClinicalTrials.gov (NCT03995056). Nature Publishing Group UK 2022-04-20 /pmc/articles/PMC9019539/ /pubmed/35444259 http://dx.doi.org/10.1038/s41598-022-10481-9 Text en © The Author(s) 2022 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 Babu, Ambrin Farizah Csader, Susanne Männistö, Ville Tauriainen, Milla-Maria Pentikäinen, Heikki Savonen, Kai Klåvus, Anton Koistinen, Ville Hanhineva, Kati Schwab, Ursula Effects of exercise on NAFLD using non-targeted metabolomics in adipose tissue, plasma, urine, and stool |
title | Effects of exercise on NAFLD using non-targeted metabolomics in adipose tissue, plasma, urine, and stool |
title_full | Effects of exercise on NAFLD using non-targeted metabolomics in adipose tissue, plasma, urine, and stool |
title_fullStr | Effects of exercise on NAFLD using non-targeted metabolomics in adipose tissue, plasma, urine, and stool |
title_full_unstemmed | Effects of exercise on NAFLD using non-targeted metabolomics in adipose tissue, plasma, urine, and stool |
title_short | Effects of exercise on NAFLD using non-targeted metabolomics in adipose tissue, plasma, urine, and stool |
title_sort | effects of exercise on nafld using non-targeted metabolomics in adipose tissue, plasma, urine, and stool |
topic | Article |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9019539/ https://www.ncbi.nlm.nih.gov/pubmed/35444259 http://dx.doi.org/10.1038/s41598-022-10481-9 |
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