NAFLD治疗和生物标志物相关性的比较疗效:基于肝脏脂肪含量的荟萃分析

Haoxiang Zhu , Ling Xu , Yinhua Lv , Juan Yang , Jihan Huang , Qingshan Zheng , Guang Ji , Lujin Li
{"title":"NAFLD治疗和生物标志物相关性的比较疗效:基于肝脏脂肪含量的荟萃分析","authors":"Haoxiang Zhu ,&nbsp;Ling Xu ,&nbsp;Yinhua Lv ,&nbsp;Juan Yang ,&nbsp;Jihan Huang ,&nbsp;Qingshan Zheng ,&nbsp;Guang Ji ,&nbsp;Lujin Li","doi":"10.1016/j.gastha.2024.100593","DOIUrl":null,"url":null,"abstract":"<div><h3>Background and Aims</h3><div>This study aims to conduct a comprehensive quantitative analysis of various nonalcoholic fatty liver disease (NAFLD) therapeutics, utilizing magnetic resonance (MR)-detected liver fat content (LFC) as the efficacy endpoint, and to identify biomarkers correlated with changes in LFC based on published literature.</div></div><div><h3>Methods</h3><div>We performed a systematic search of public databases for placebo-controlled randomized trials on NAFLD up to September 29, 2023. A random-effects meta-analysis was employed to assess efficacy differences between drugs with various mechanisms and placebo. Initial Pearson correlation analysis explored the relationships between biomarkers and LFC. For biomarkers showing significant correlations with LFC, further modeling analysis was conducted to examine their relationship characteristics.</div></div><div><h3>Results</h3><div>Our analysis included 36 studies with 3222 subjects and 33 investigational drugs, which were categorized into 6 mechanistic groups. Drugs such as fibroblast growth factor agonists, and those targeting adipocytes, inflammation, or fibrosis, showed greater efficacy in reducing LFC compared to Resmetirom, which has an efficacy of reducing LFC by 5.2%. From the 121 biomarkers analyzed, alanine aminotransferase and aspartate aminotransferase demonstrated moderate correlations with LFC; specifically, changes of −5.9 U/L in alanine aminotransferase or −3.3 U/L in aspartate aminotransferase were associated with an additional 1% reduction in LFC.</div></div><div><h3>Conclusion</h3><div>The results of this study provide valuable insights for the clinical development of future NAFLD therapeutics, highlighting the efficacy of specific drug mechanisms and the potential of certain biomarkers as surrogate endpoints.</div></div>","PeriodicalId":73130,"journal":{"name":"Gastro hep advances","volume":"4 4","pages":"Article 100593"},"PeriodicalIF":0.0000,"publicationDate":"2025-01-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"0","resultStr":"{\"title\":\"Comparative Efficacy of NAFLD Therapies and Biomarker Associations: A Meta-Analysis Based on Liver Fat Content\",\"authors\":\"Haoxiang Zhu ,&nbsp;Ling Xu ,&nbsp;Yinhua Lv ,&nbsp;Juan Yang ,&nbsp;Jihan Huang ,&nbsp;Qingshan Zheng ,&nbsp;Guang Ji ,&nbsp;Lujin Li\",\"doi\":\"10.1016/j.gastha.2024.100593\",\"DOIUrl\":null,\"url\":null,\"abstract\":\"<div><h3>Background and Aims</h3><div>This study aims to conduct a comprehensive quantitative analysis of various nonalcoholic fatty liver disease (NAFLD) therapeutics, utilizing magnetic resonance (MR)-detected liver fat content (LFC) as the efficacy endpoint, and to identify biomarkers correlated with changes in LFC based on published literature.</div></div><div><h3>Methods</h3><div>We performed a systematic search of public databases for placebo-controlled randomized trials on NAFLD up to September 29, 2023. A random-effects meta-analysis was employed to assess efficacy differences between drugs with various mechanisms and placebo. Initial Pearson correlation analysis explored the relationships between biomarkers and LFC. For biomarkers showing significant correlations with LFC, further modeling analysis was conducted to examine their relationship characteristics.</div></div><div><h3>Results</h3><div>Our analysis included 36 studies with 3222 subjects and 33 investigational drugs, which were categorized into 6 mechanistic groups. Drugs such as fibroblast growth factor agonists, and those targeting adipocytes, inflammation, or fibrosis, showed greater efficacy in reducing LFC compared to Resmetirom, which has an efficacy of reducing LFC by 5.2%. From the 121 biomarkers analyzed, alanine aminotransferase and aspartate aminotransferase demonstrated moderate correlations with LFC; specifically, changes of −5.9 U/L in alanine aminotransferase or −3.3 U/L in aspartate aminotransferase were associated with an additional 1% reduction in LFC.</div></div><div><h3>Conclusion</h3><div>The results of this study provide valuable insights for the clinical development of future NAFLD therapeutics, highlighting the efficacy of specific drug mechanisms and the potential of certain biomarkers as surrogate endpoints.</div></div>\",\"PeriodicalId\":73130,\"journal\":{\"name\":\"Gastro hep advances\",\"volume\":\"4 4\",\"pages\":\"Article 100593\"},\"PeriodicalIF\":0.0000,\"publicationDate\":\"2025-01-01\",\"publicationTypes\":\"Journal Article\",\"fieldsOfStudy\":null,\"isOpenAccess\":false,\"openAccessPdf\":\"\",\"citationCount\":\"0\",\"resultStr\":null,\"platform\":\"Semanticscholar\",\"paperid\":null,\"PeriodicalName\":\"Gastro hep advances\",\"FirstCategoryId\":\"1085\",\"ListUrlMain\":\"https://www.sciencedirect.com/science/article/pii/S2772572324001894\",\"RegionNum\":0,\"RegionCategory\":null,\"ArticlePicture\":[],\"TitleCN\":null,\"AbstractTextCN\":null,\"PMCID\":null,\"EPubDate\":\"\",\"PubModel\":\"\",\"JCR\":\"\",\"JCRName\":\"\",\"Score\":null,\"Total\":0}","platform":"Semanticscholar","paperid":null,"PeriodicalName":"Gastro hep advances","FirstCategoryId":"1085","ListUrlMain":"https://www.sciencedirect.com/science/article/pii/S2772572324001894","RegionNum":0,"RegionCategory":null,"ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"","JCRName":"","Score":null,"Total":0}
引用次数: 0

摘要

背景与目的本研究旨在以磁共振(MR)检测肝脏脂肪含量(LFC)为疗效终点,对各种非酒精性脂肪性肝病(NAFLD)治疗方法进行全面定量分析,并基于已发表的文献,识别与LFC变化相关的生物标志物。方法我们对截至2023年9月29日的NAFLD安慰剂对照随机试验的公共数据库进行了系统检索。采用随机效应荟萃分析评估不同机制药物与安慰剂的疗效差异。初步Pearson相关分析探讨了生物标志物与LFC之间的关系。对于显示与LFC显著相关的生物标志物,进行进一步的建模分析以检查其关系特征。结果共纳入36项研究,3222名受试者,33种药物,分为6个机制组。药物,如成纤维细胞生长因子激动剂,以及那些针对脂肪细胞、炎症或纤维化的药物,在降低LFC方面比瑞司替龙更有效,其降低LFC的功效为5.2%。从分析的121个生物标志物中,丙氨酸转氨酶和天冬氨酸转氨酶与LFC表现出中度相关性;具体而言,谷丙转氨酶- 5.9 U/L或天冬氨酸转氨酶- 3.3 U/L的变化与LFC额外降低1%相关。结论本研究结果为未来NAFLD治疗方法的临床开发提供了有价值的见解,突出了特定药物机制的疗效和某些生物标志物作为替代终点的潜力。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
Comparative Efficacy of NAFLD Therapies and Biomarker Associations: A Meta-Analysis Based on Liver Fat Content

Background and Aims

This study aims to conduct a comprehensive quantitative analysis of various nonalcoholic fatty liver disease (NAFLD) therapeutics, utilizing magnetic resonance (MR)-detected liver fat content (LFC) as the efficacy endpoint, and to identify biomarkers correlated with changes in LFC based on published literature.

Methods

We performed a systematic search of public databases for placebo-controlled randomized trials on NAFLD up to September 29, 2023. A random-effects meta-analysis was employed to assess efficacy differences between drugs with various mechanisms and placebo. Initial Pearson correlation analysis explored the relationships between biomarkers and LFC. For biomarkers showing significant correlations with LFC, further modeling analysis was conducted to examine their relationship characteristics.

Results

Our analysis included 36 studies with 3222 subjects and 33 investigational drugs, which were categorized into 6 mechanistic groups. Drugs such as fibroblast growth factor agonists, and those targeting adipocytes, inflammation, or fibrosis, showed greater efficacy in reducing LFC compared to Resmetirom, which has an efficacy of reducing LFC by 5.2%. From the 121 biomarkers analyzed, alanine aminotransferase and aspartate aminotransferase demonstrated moderate correlations with LFC; specifically, changes of −5.9 U/L in alanine aminotransferase or −3.3 U/L in aspartate aminotransferase were associated with an additional 1% reduction in LFC.

Conclusion

The results of this study provide valuable insights for the clinical development of future NAFLD therapeutics, highlighting the efficacy of specific drug mechanisms and the potential of certain biomarkers as surrogate endpoints.
求助全文
通过发布文献求助,成功后即可免费获取论文全文。 去求助
来源期刊
Gastro hep advances
Gastro hep advances Gastroenterology
CiteScore
0.80
自引率
0.00%
发文量
0
审稿时长
64 days
×
引用
GB/T 7714-2015
复制
MLA
复制
APA
复制
导出至
BibTeX EndNote RefMan NoteFirst NoteExpress
×
提示
您的信息不完整,为了账户安全,请先补充。
现在去补充
×
提示
您因"违规操作"
具体请查看互助需知
我知道了
×
提示
确定
请完成安全验证×
copy
已复制链接
快去分享给好友吧!
我知道了
右上角分享
点击右上角分享
0
联系我们:info@booksci.cn Book学术提供免费学术资源搜索服务,方便国内外学者检索中英文文献。致力于提供最便捷和优质的服务体验。 Copyright © 2023 布克学术 All rights reserved.
京ICP备2023020795号-1
ghs 京公网安备 11010802042870号
Book学术文献互助
Book学术文献互助群
群 号:481959085
Book学术官方微信