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Predictive Modeling of MAFLD Based on Hsp90α and the Therapeutic Application of Teprenone in a Diet-Induced Mouse Model
BACKGROUND AND AIMS: The heat shock protein (Hsp) 90α is induced by stress and regulates inflammation through multiple pathways. Elevated serum Hsp90α had been found in nonalcoholic steatohepatitis (NASH). Geranylgeranylacetone (GGA, also called teprenone) is a terpenoid derivative. It was reported...
Autores principales: | , , , , , , , , , , , , , , , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Frontiers Media S.A.
2021
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8515197/ https://www.ncbi.nlm.nih.gov/pubmed/34659125 http://dx.doi.org/10.3389/fendo.2021.743202 |
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author | Xie, Yuan Chen, Lu Xu, Zhipeng Li, Chen Ni, Yangyue Hou, Min Chen, Lin Chang, Hao Yang, Yuxuan Wang, Huiquan He, Rongbo Chen, Rourou Qian, Li Luo, Yan Zhang, Ying Li, Na Zhu, Yuxiao Ji, Minjun Liu, Yu |
author_facet | Xie, Yuan Chen, Lu Xu, Zhipeng Li, Chen Ni, Yangyue Hou, Min Chen, Lin Chang, Hao Yang, Yuxuan Wang, Huiquan He, Rongbo Chen, Rourou Qian, Li Luo, Yan Zhang, Ying Li, Na Zhu, Yuxiao Ji, Minjun Liu, Yu |
author_sort | Xie, Yuan |
collection | PubMed |
description | BACKGROUND AND AIMS: The heat shock protein (Hsp) 90α is induced by stress and regulates inflammation through multiple pathways. Elevated serum Hsp90α had been found in nonalcoholic steatohepatitis (NASH). Geranylgeranylacetone (GGA, also called teprenone) is a terpenoid derivative. It was reported to induce Hsp and alleviate insulin resistance. We aimed to evaluate the Hsp90α as a biomarker in predicting metabolic-associated fatty liver disease (MAFLD) and define the therapeutic effects of geranylgeranylacetone for the disease. METHODS: A clinical study was conducted to analyze the elements associated with Hsp90α, and a predictive model of MAFLD was developed based on Hsp90α. The histopathological correlation between Hsp90α and MAFLD was investigated through a diet-induced mouse model. Furthermore, GGA was applied to the mouse model. RESULTS: Serum Hsp90α was increased in patients with MAFLD. A positive linear relationship was found between age, glycosylated hemoglobin (HbA1c), MAFLD, and serum Hsp90α. Meanwhile, a negative linear relationship with body mass index (BMI) was found. A model using Hsp90α, BMI, HbA1c, and ALT was established for predicting MAFLD. The area under the receiver operating characteristic (ROC) curves was 0.94 (95% CI 0.909–0.971, p = 0.000). The sensitivity was 84.1%, and the specificity was 93.1%. In vitro experiments, GGA induced Hsp90α in steatosis cells. In the mice model, Hsp90α decreased in the GGA treatment group. Hepatic steatosis, inflammation, insulin resistance, and glucose intolerance were improved in the GGA-treated group. Serum Hsp90α was positively correlated with steatohepatitis activity according to hepatic histopathology. CONCLUSIONS: Serum Hsp90α was elevated in MAFLD, and a positive correlation between serum Hsp90α and the grade of activity of steatohepatitis was observed. The model using BMI, HbA1c, and alanine aminotransferase (ALT) had a good value to predict MAFLD. The findings also revealed the effectiveness of GGA in the treatment of MAFLD. |
format | Online Article Text |
id | pubmed-8515197 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2021 |
publisher | Frontiers Media S.A. |
record_format | MEDLINE/PubMed |
spelling | pubmed-85151972021-10-15 Predictive Modeling of MAFLD Based on Hsp90α and the Therapeutic Application of Teprenone in a Diet-Induced Mouse Model Xie, Yuan Chen, Lu Xu, Zhipeng Li, Chen Ni, Yangyue Hou, Min Chen, Lin Chang, Hao Yang, Yuxuan Wang, Huiquan He, Rongbo Chen, Rourou Qian, Li Luo, Yan Zhang, Ying Li, Na Zhu, Yuxiao Ji, Minjun Liu, Yu Front Endocrinol (Lausanne) Endocrinology BACKGROUND AND AIMS: The heat shock protein (Hsp) 90α is induced by stress and regulates inflammation through multiple pathways. Elevated serum Hsp90α had been found in nonalcoholic steatohepatitis (NASH). Geranylgeranylacetone (GGA, also called teprenone) is a terpenoid derivative. It was reported to induce Hsp and alleviate insulin resistance. We aimed to evaluate the Hsp90α as a biomarker in predicting metabolic-associated fatty liver disease (MAFLD) and define the therapeutic effects of geranylgeranylacetone for the disease. METHODS: A clinical study was conducted to analyze the elements associated with Hsp90α, and a predictive model of MAFLD was developed based on Hsp90α. The histopathological correlation between Hsp90α and MAFLD was investigated through a diet-induced mouse model. Furthermore, GGA was applied to the mouse model. RESULTS: Serum Hsp90α was increased in patients with MAFLD. A positive linear relationship was found between age, glycosylated hemoglobin (HbA1c), MAFLD, and serum Hsp90α. Meanwhile, a negative linear relationship with body mass index (BMI) was found. A model using Hsp90α, BMI, HbA1c, and ALT was established for predicting MAFLD. The area under the receiver operating characteristic (ROC) curves was 0.94 (95% CI 0.909–0.971, p = 0.000). The sensitivity was 84.1%, and the specificity was 93.1%. In vitro experiments, GGA induced Hsp90α in steatosis cells. In the mice model, Hsp90α decreased in the GGA treatment group. Hepatic steatosis, inflammation, insulin resistance, and glucose intolerance were improved in the GGA-treated group. Serum Hsp90α was positively correlated with steatohepatitis activity according to hepatic histopathology. CONCLUSIONS: Serum Hsp90α was elevated in MAFLD, and a positive correlation between serum Hsp90α and the grade of activity of steatohepatitis was observed. The model using BMI, HbA1c, and alanine aminotransferase (ALT) had a good value to predict MAFLD. The findings also revealed the effectiveness of GGA in the treatment of MAFLD. Frontiers Media S.A. 2021-09-30 /pmc/articles/PMC8515197/ /pubmed/34659125 http://dx.doi.org/10.3389/fendo.2021.743202 Text en Copyright © 2021 Xie, Chen, Xu, Li, Ni, Hou, Chen, Chang, Yang, Wang, He, Chen, Qian, Luo, Zhang, Li, Zhu, Ji and Liu https://creativecommons.org/licenses/by/4.0/This is an open-access article distributed under the terms of the Creative Commons Attribution License (CC BY). The use, distribution or reproduction in other forums is permitted, provided the original author(s) and the copyright owner(s) are credited and that the original publication in this journal is cited, in accordance with accepted academic practice. No use, distribution or reproduction is permitted which does not comply with these terms. |
spellingShingle | Endocrinology Xie, Yuan Chen, Lu Xu, Zhipeng Li, Chen Ni, Yangyue Hou, Min Chen, Lin Chang, Hao Yang, Yuxuan Wang, Huiquan He, Rongbo Chen, Rourou Qian, Li Luo, Yan Zhang, Ying Li, Na Zhu, Yuxiao Ji, Minjun Liu, Yu Predictive Modeling of MAFLD Based on Hsp90α and the Therapeutic Application of Teprenone in a Diet-Induced Mouse Model |
title | Predictive Modeling of MAFLD Based on Hsp90α and the Therapeutic Application of Teprenone in a Diet-Induced Mouse Model |
title_full | Predictive Modeling of MAFLD Based on Hsp90α and the Therapeutic Application of Teprenone in a Diet-Induced Mouse Model |
title_fullStr | Predictive Modeling of MAFLD Based on Hsp90α and the Therapeutic Application of Teprenone in a Diet-Induced Mouse Model |
title_full_unstemmed | Predictive Modeling of MAFLD Based on Hsp90α and the Therapeutic Application of Teprenone in a Diet-Induced Mouse Model |
title_short | Predictive Modeling of MAFLD Based on Hsp90α and the Therapeutic Application of Teprenone in a Diet-Induced Mouse Model |
title_sort | predictive modeling of mafld based on hsp90α and the therapeutic application of teprenone in a diet-induced mouse model |
topic | Endocrinology |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8515197/ https://www.ncbi.nlm.nih.gov/pubmed/34659125 http://dx.doi.org/10.3389/fendo.2021.743202 |
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