Gut Microbiota Predicts Treatment Response to Empagliflozin Among MASLD Patients Without Diabetes Mellitus

IF 5.2 2区 医学 Q1 GASTROENTEROLOGY & HEPATOLOGY Liver International Pub Date : 2025-02-14 DOI:10.1111/liv.70023
Ho Yu Ng, Lina Zhang, Jing Tong Tan, Rex Wan Hin Hui, Man Fung Yuen, Wai Kay Seto, Wai K. Leung, Ka Shing Cheung
{"title":"Gut Microbiota Predicts Treatment Response to Empagliflozin Among MASLD Patients Without Diabetes Mellitus","authors":"Ho Yu Ng,&nbsp;Lina Zhang,&nbsp;Jing Tong Tan,&nbsp;Rex Wan Hin Hui,&nbsp;Man Fung Yuen,&nbsp;Wai Kay Seto,&nbsp;Wai K. Leung,&nbsp;Ka Shing Cheung","doi":"10.1111/liv.70023","DOIUrl":null,"url":null,"abstract":"<div>\n \n \n <section>\n \n <h3> Background and Aim</h3>\n \n <p>We aimed to investigate whether gut microbiota could predict the treatment response to pharmacological agents among metabolic dysfunction-associated steatotic liver disease (MASLD) patients without diabetes mellitus (DM), as data are lacking.</p>\n </section>\n \n <section>\n \n <h3> Methods</h3>\n \n <p>We prospectively followed up non-diabetic MASLD patients who used empagliflozin. Clinical, anthropometric, laboratory assessments and magnetic resonance imaging-proton density fat fraction (MRI-PDFF) were performed from baseline to week 52 (EOT). Baseline stool samples were collected, and shotgun DNA metagenomic sequencing was performed to profile microbiome. The primary outcome was treatment response to empagliflozin at EOT, defined as MRI-PDFF decline ≥ 30% at EOT from baseline. Linear discriminant analysis [LDA] effect size was used to identify putative bacterial species. Multivariable logistic regression was used to derive adjusted odds ratio (aOR) of outcome with bacterial species by adjusting for clinical factors.</p>\n </section>\n \n <section>\n \n <h3> Results</h3>\n \n <p>Twenty-two (48.9%) of 45 patients (median age: 56.9 years [IQR: 51.0–63.2]; male: 23 [51.1%]) achieved treatment response at EOT. There was difference in alpha diversity (Shannon index: <i>p</i> &lt; 0.001; Simpson index: <i>p</i> = 0.001) and beta diversity (<i>p</i> = 0.048) in baseline microbiome between treatment response and non-response groups. <i>Faecalibacterium prausnitzii</i> (log<sub>10</sub>LDAscore = 4.27), <i>Lachnospira pectinoschiza</i> (log<sub>10</sub>LDAscore = 3.99), <i>Anaerostipes hadrus</i> (log<sub>10</sub>LDAscore = 3.98), <i>Roseburia faecis</i> (log<sub>10</sub>LDAscore = 3.97), <i>Roseburia inulinivorans</i> (log<sub>10</sub>LDAscore = 3.58) and <i>Agathobaculum butyriciproducens</i> (log<sub>10</sub>LDAscore = 2.77) were enriched in the treatment response group. <i>L. pectinoschiza</i> (aOR: 34.1; <i>p</i> = 0.015), <i>A. hadrus</i> (aOR:35.0; <i>p</i> = 0.032) and <i>A. butyriciproducens</i> (aOR:22.3; <i>p</i> = 0.023) independently predicted treatment response but not clinical factors. These three species collectively predicted treatment response with AUROC of 0.89 (95% CI: 0.80–0.99).</p>\n </section>\n \n <section>\n \n <h3> Conclusions</h3>\n \n <p>Certain gut bacterial species, particularly the combination of <i>A. hadrus</i>, <i>L. pectinoschiza</i> and <i>A. butyriciproducens,</i> may predict treatment response to empagliflozin in MAFLD patients without DM.</p>\n </section>\n </div>","PeriodicalId":18101,"journal":{"name":"Liver International","volume":"45 3","pages":""},"PeriodicalIF":5.2000,"publicationDate":"2025-02-14","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://onlinelibrary.wiley.com/doi/epdf/10.1111/liv.70023","citationCount":"0","resultStr":null,"platform":"Semanticscholar","paperid":null,"PeriodicalName":"Liver International","FirstCategoryId":"3","ListUrlMain":"https://onlinelibrary.wiley.com/doi/10.1111/liv.70023","RegionNum":2,"RegionCategory":"医学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"Q1","JCRName":"GASTROENTEROLOGY & HEPATOLOGY","Score":null,"Total":0}
引用次数: 0

Abstract

Background and Aim

We aimed to investigate whether gut microbiota could predict the treatment response to pharmacological agents among metabolic dysfunction-associated steatotic liver disease (MASLD) patients without diabetes mellitus (DM), as data are lacking.

Methods

We prospectively followed up non-diabetic MASLD patients who used empagliflozin. Clinical, anthropometric, laboratory assessments and magnetic resonance imaging-proton density fat fraction (MRI-PDFF) were performed from baseline to week 52 (EOT). Baseline stool samples were collected, and shotgun DNA metagenomic sequencing was performed to profile microbiome. The primary outcome was treatment response to empagliflozin at EOT, defined as MRI-PDFF decline ≥ 30% at EOT from baseline. Linear discriminant analysis [LDA] effect size was used to identify putative bacterial species. Multivariable logistic regression was used to derive adjusted odds ratio (aOR) of outcome with bacterial species by adjusting for clinical factors.

Results

Twenty-two (48.9%) of 45 patients (median age: 56.9 years [IQR: 51.0–63.2]; male: 23 [51.1%]) achieved treatment response at EOT. There was difference in alpha diversity (Shannon index: p < 0.001; Simpson index: p = 0.001) and beta diversity (p = 0.048) in baseline microbiome between treatment response and non-response groups. Faecalibacterium prausnitzii (log10LDAscore = 4.27), Lachnospira pectinoschiza (log10LDAscore = 3.99), Anaerostipes hadrus (log10LDAscore = 3.98), Roseburia faecis (log10LDAscore = 3.97), Roseburia inulinivorans (log10LDAscore = 3.58) and Agathobaculum butyriciproducens (log10LDAscore = 2.77) were enriched in the treatment response group. L. pectinoschiza (aOR: 34.1; p = 0.015), A. hadrus (aOR:35.0; p = 0.032) and A. butyriciproducens (aOR:22.3; p = 0.023) independently predicted treatment response but not clinical factors. These three species collectively predicted treatment response with AUROC of 0.89 (95% CI: 0.80–0.99).

Conclusions

Certain gut bacterial species, particularly the combination of A. hadrus, L. pectinoschiza and A. butyriciproducens, may predict treatment response to empagliflozin in MAFLD patients without DM.

Abstract Image

查看原文
分享 分享
微信好友 朋友圈 QQ好友 复制链接
本刊更多论文
肠道菌群预测无糖尿病MASLD患者对恩格列净的治疗反应
背景与目的由于缺乏相关数据,我们旨在研究肠道微生物群是否可以预测无糖尿病(DM)的代谢功能障碍相关脂肪变性肝病(MASLD)患者对药物的治疗反应。方法对使用恩格列净的非糖尿病性MASLD患者进行前瞻性随访。从基线到第52周(EOT)进行临床、人体测量、实验室评估和磁共振成像-质子密度脂肪分数(MRI-PDFF)。收集基线粪便样本,并进行鸟枪DNA宏基因组测序以分析微生物组。主要终点是EOT时对恩格列净的治疗反应,定义为EOT时MRI-PDFF较基线下降≥30%。采用线性判别分析[LDA]效应大小来鉴定假定的细菌种类。采用多变量logistic回归,通过调整临床因素,得出结果与细菌种类的校正优势比(aOR)。结果45例患者中22例(48.9%),中位年龄56.9岁[IQR: 51.0 ~ 63.2];男性:23例[51.1%])在EOT中达到治疗效果。α多样性存在差异(Shannon指数:p <; 0.001;Simpson指数(p = 0.001)和治疗反应组和无反应组基线微生物组的β多样性(p = 0.048)。治疗反应组培养了prausnitzae Faecalibacterium (log10LDAscore = 4.27)、pectinoschizlachnospira (log10LDAscore = 3.99)、hadrus厌氧杆菌(log10LDAscore = 3.98)、faecus Roseburia (log10LDAscore = 3.97)、Roseburia inulinivorans (log10LDAscore = 3.58)和butyriciproducens Agathobaculum (log10LDAscore = 2.77)。L. pectinoschiza (aOR: 34.1;p = 0.015), hadrus (aOR:35.0;p = 0.032)和A. butyriciproducens (aOR:22.3;P = 0.023)独立预测治疗反应,但不能预测临床因素。这三个物种共同预测治疗反应的AUROC为0.89 (95% CI: 0.80-0.99)。结论某些肠道细菌种类,特别是hadrus、pectinoschiza和butyriciproducens的组合,可能预测无糖尿病的MAFLD患者对恩格列净的治疗反应。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
求助全文
约1分钟内获得全文 去求助
来源期刊
Liver International
Liver International 医学-胃肠肝病学
CiteScore
13.90
自引率
4.50%
发文量
348
审稿时长
2 months
期刊介绍: Liver International promotes all aspects of the science of hepatology from basic research to applied clinical studies. Providing an international forum for the publication of high-quality original research in hepatology, it is an essential resource for everyone working on normal and abnormal structure and function in the liver and its constituent cells, including clinicians and basic scientists involved in the multi-disciplinary field of hepatology. The journal welcomes articles from all fields of hepatology, which may be published as original articles, brief definitive reports, reviews, mini-reviews, images in hepatology and letters to the Editor.
期刊最新文献
Changing Cirrhosis Burden in the MENA Region, 1990-2021: From Premature Mortality to Disability (Global Burden of Disease). Effect of Essential Phospholipids in Metabolic Dysfunction-Associated Steatotic Liver Disease: A Randomised Phase 4 Clinical Trial. Low-Dose vs. Standard Care Iv Human Albumin During Large-Volume Paracentesis in Patients With Liver Cirrhosis: A Systematic Review. Metallothionein Safeguards Hepatic Zn-Fe Homeostasis and Restrains Yap-Driven Hepatic Fe Overload to Protect Against Chronic Liver Fibrosis. Incidence, Prevalence, Medication Use, and Transplant Rates in Paediatric Autoimmune Hepatitis-A Nationwide Cohort Study.
×
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
现在去查看 取消
×
提示
确定
0
微信
客服QQ
Book学术公众号 扫码关注我们
反馈
×
意见反馈
请填写您的意见或建议
请填写您的手机或邮箱
已复制链接
已复制链接
快去分享给好友吧!
我知道了
×
扫码分享
扫码分享
Book学术官方微信
Book学术文献互助
Book学术文献互助群
群 号:604180095
Book学术
文献互助 智能选刊 最新文献 互助须知 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 Book学术 All rights reserved.
ghs 京公网安备 11010802042870号 京ICP备2023020795号-1