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Association of Metabolomic Change and Treatment Response in Patients with Non-Alcoholic Fatty Liver Disease

Non-alcoholic fatty liver disease (NAFLD) is the major cause of chronic liver disease, yet cost-effective and non-invasive diagnostic tools to monitor the severity of the disease are lacking. We aimed to investigate the metabolomic changes in NAFLD associated with therapeutic responses. It was condu...

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Autores principales: Lee, Kwang Seob, Cho, Yongin, Kim, Hongkyung, Hwang, Hyunkyeong, Cho, Jin Won, Lee, Yong-ho, Lee, Sang-Guk
Formato: Online Artículo Texto
Lenguaje:English
Publicado: MDPI 2022
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9220113/
https://www.ncbi.nlm.nih.gov/pubmed/35740238
http://dx.doi.org/10.3390/biomedicines10061216
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author Lee, Kwang Seob
Cho, Yongin
Kim, Hongkyung
Hwang, Hyunkyeong
Cho, Jin Won
Lee, Yong-ho
Lee, Sang-Guk
author_facet Lee, Kwang Seob
Cho, Yongin
Kim, Hongkyung
Hwang, Hyunkyeong
Cho, Jin Won
Lee, Yong-ho
Lee, Sang-Guk
author_sort Lee, Kwang Seob
collection PubMed
description Non-alcoholic fatty liver disease (NAFLD) is the major cause of chronic liver disease, yet cost-effective and non-invasive diagnostic tools to monitor the severity of the disease are lacking. We aimed to investigate the metabolomic changes in NAFLD associated with therapeutic responses. It was conducted in 63 patients with NAFLD who received either ezetimibe plus rosuvastatin or rosuvastatin monotherapy. The treatment response was determined by MRI performed at baseline and week 24. The metabolites were measured at baseline and week 12. In the combination group, a relative decrease in xanthine was associated with a good response to liver fat decrease, while a relative increase in choline was associated with a good response to liver stiffness. In the monotherapy group, the relative decreases in triglyceride (TG) 20:5_36:2, TG 18:1_38:6, acetylcarnitine (C2), fatty acid (FA) 18:2, FA 18:1, and docosahexaenoic acid were associated with a decrease in liver fat, while hexosylceramide (d18:2/16:0) and hippuric acid were associated with a decrease in liver stiffness. Models using the metabolite changes showed an AUC of >0.75 in receiver operating curve analysis for predicting an improvement in liver fat and stiffness. This approach revealed the physiological impact of drugs, suggesting the mechanism underlying the development of this disease.
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spelling pubmed-92201132022-06-24 Association of Metabolomic Change and Treatment Response in Patients with Non-Alcoholic Fatty Liver Disease Lee, Kwang Seob Cho, Yongin Kim, Hongkyung Hwang, Hyunkyeong Cho, Jin Won Lee, Yong-ho Lee, Sang-Guk Biomedicines Article Non-alcoholic fatty liver disease (NAFLD) is the major cause of chronic liver disease, yet cost-effective and non-invasive diagnostic tools to monitor the severity of the disease are lacking. We aimed to investigate the metabolomic changes in NAFLD associated with therapeutic responses. It was conducted in 63 patients with NAFLD who received either ezetimibe plus rosuvastatin or rosuvastatin monotherapy. The treatment response was determined by MRI performed at baseline and week 24. The metabolites were measured at baseline and week 12. In the combination group, a relative decrease in xanthine was associated with a good response to liver fat decrease, while a relative increase in choline was associated with a good response to liver stiffness. In the monotherapy group, the relative decreases in triglyceride (TG) 20:5_36:2, TG 18:1_38:6, acetylcarnitine (C2), fatty acid (FA) 18:2, FA 18:1, and docosahexaenoic acid were associated with a decrease in liver fat, while hexosylceramide (d18:2/16:0) and hippuric acid were associated with a decrease in liver stiffness. Models using the metabolite changes showed an AUC of >0.75 in receiver operating curve analysis for predicting an improvement in liver fat and stiffness. This approach revealed the physiological impact of drugs, suggesting the mechanism underlying the development of this disease. MDPI 2022-05-24 /pmc/articles/PMC9220113/ /pubmed/35740238 http://dx.doi.org/10.3390/biomedicines10061216 Text en © 2022 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
Lee, Kwang Seob
Cho, Yongin
Kim, Hongkyung
Hwang, Hyunkyeong
Cho, Jin Won
Lee, Yong-ho
Lee, Sang-Guk
Association of Metabolomic Change and Treatment Response in Patients with Non-Alcoholic Fatty Liver Disease
title Association of Metabolomic Change and Treatment Response in Patients with Non-Alcoholic Fatty Liver Disease
title_full Association of Metabolomic Change and Treatment Response in Patients with Non-Alcoholic Fatty Liver Disease
title_fullStr Association of Metabolomic Change and Treatment Response in Patients with Non-Alcoholic Fatty Liver Disease
title_full_unstemmed Association of Metabolomic Change and Treatment Response in Patients with Non-Alcoholic Fatty Liver Disease
title_short Association of Metabolomic Change and Treatment Response in Patients with Non-Alcoholic Fatty Liver Disease
title_sort association of metabolomic change and treatment response in patients with non-alcoholic fatty liver disease
topic Article
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9220113/
https://www.ncbi.nlm.nih.gov/pubmed/35740238
http://dx.doi.org/10.3390/biomedicines10061216
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