Study on the relationship between adolescent myopia and gut microbiota via 16S rRNA sequencing

IF 3 2区 医学 Q1 OPHTHALMOLOGY
Yun Sun , Yongfang Xie , Jiayin Li , Xinyu Hou , Yaru Sha , Shuchang Bai , Haiqun Yu , Yan Liu , Guohui Wang
{"title":"Study on the relationship between adolescent myopia and gut microbiota via 16S rRNA sequencing","authors":"Yun Sun ,&nbsp;Yongfang Xie ,&nbsp;Jiayin Li ,&nbsp;Xinyu Hou ,&nbsp;Yaru Sha ,&nbsp;Shuchang Bai ,&nbsp;Haiqun Yu ,&nbsp;Yan Liu ,&nbsp;Guohui Wang","doi":"10.1016/j.exer.2024.110067","DOIUrl":null,"url":null,"abstract":"<div><p>Myopia has become a global public health problem, with a high incidence among adolescents. In recent years, the correlation between gut microbiota and various diseases has become a research hotspot. This paper analyzes the relationship between myopia and gut microbiota in adolescents based on 16S rRNA sequencing, opening up a new avenue for the prevention and control of myopia. 80 adolescents aged 6–15 years were included; fecal samples were collected to compare their diversity and species differences. There was no significant difference in α diversity when considering richness and evenness at the same time (<em>P</em> &gt; 0.05). While the group difference in β diversity reached a significant level (R<sup>2</sup> = 0.022, <em>P</em> &lt; 0.05). The absolute quantification and relative abundance of phylum level Firmicutes and Actinobacteriota are different; among the top 30 genera, myopic group only one genus decreased in absolute quantification, while 13 genera decreased in relative quantification; so LEfSe analysis was performed, and the result showed that microbial community composition changed under Linear discriminant analysis (LDA) score, the top ten changes are shown in the figure; the Wilcoxon Rank sum test also found some significant changes in the absolute abundance of differential microbiota among different groups, at the phylum level, one bacterial phylum decreased and three bacterial phyla increased; at the genus level, 2 bacteria genera decreased and 29 bacteria genera increased. Functional pathways prediction found many myopic-related pathways were functionally enhanced in myopic patients (<em>P</em> &lt; 0.05). Multivariate logistic regression analysis results showed that the area under the curve (AUC) of myopic patients predicted was close to or equal to 1. In conclusion, adolescent myopia is closely related to the gut microbiota, and the characteristic gut microbiota can distinguish myopia from healthy controls to a large extent. Therefore, it can be considered to regulate these characteristic gut microbiota to prevent and control myopia.</p></div>","PeriodicalId":12177,"journal":{"name":"Experimental eye research","volume":"247 ","pages":"Article 110067"},"PeriodicalIF":3.0000,"publicationDate":"2024-09-03","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"0","resultStr":null,"platform":"Semanticscholar","paperid":null,"PeriodicalName":"Experimental eye research","FirstCategoryId":"3","ListUrlMain":"https://www.sciencedirect.com/science/article/pii/S0014483524002884","RegionNum":2,"RegionCategory":"医学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"Q1","JCRName":"OPHTHALMOLOGY","Score":null,"Total":0}
引用次数: 0

Abstract

Myopia has become a global public health problem, with a high incidence among adolescents. In recent years, the correlation between gut microbiota and various diseases has become a research hotspot. This paper analyzes the relationship between myopia and gut microbiota in adolescents based on 16S rRNA sequencing, opening up a new avenue for the prevention and control of myopia. 80 adolescents aged 6–15 years were included; fecal samples were collected to compare their diversity and species differences. There was no significant difference in α diversity when considering richness and evenness at the same time (P > 0.05). While the group difference in β diversity reached a significant level (R2 = 0.022, P < 0.05). The absolute quantification and relative abundance of phylum level Firmicutes and Actinobacteriota are different; among the top 30 genera, myopic group only one genus decreased in absolute quantification, while 13 genera decreased in relative quantification; so LEfSe analysis was performed, and the result showed that microbial community composition changed under Linear discriminant analysis (LDA) score, the top ten changes are shown in the figure; the Wilcoxon Rank sum test also found some significant changes in the absolute abundance of differential microbiota among different groups, at the phylum level, one bacterial phylum decreased and three bacterial phyla increased; at the genus level, 2 bacteria genera decreased and 29 bacteria genera increased. Functional pathways prediction found many myopic-related pathways were functionally enhanced in myopic patients (P < 0.05). Multivariate logistic regression analysis results showed that the area under the curve (AUC) of myopic patients predicted was close to or equal to 1. In conclusion, adolescent myopia is closely related to the gut microbiota, and the characteristic gut microbiota can distinguish myopia from healthy controls to a large extent. Therefore, it can be considered to regulate these characteristic gut microbiota to prevent and control myopia.

通过 16S rRNA 测序研究青少年近视与肠道微生物群的关系。
近视已成为一个全球性的公共健康问题,在青少年中的发病率很高。近年来,肠道微生物群与各种疾病的相关性成为研究热点。本文基于 16S rRNA 测序分析了青少年近视与肠道微生物群的关系,为近视防控开辟了一条新途径。研究人员共纳入了 80 名 6-15 岁的青少年,采集了他们的粪便样本,以比较其多样性和物种差异。同时考虑丰富度和均匀度时,α多样性无明显差异(P > 0.05)。而 β 多样性的组间差异达到了显著水平(R2 = 0.022,P < 0.05)。固着菌门和放线菌门的绝对量和相对量均有差异;前 30 个菌属中,近视组只有 1 个菌属的绝对量下降,而 13 个菌属的相对量下降;因此进行了 LEfSe 分析,结果表明微生物群落组成在线性判别分析(LDA)得分下发生了变化,变化前十名如图所示;Wilcoxon秩和检验也发现了不同组间差异微生物群绝对丰度的一些显著变化,在门水平上,1个细菌门减少,3个细菌门增加;在属水平上,2个细菌属减少,29个细菌属增加。功能通路预测发现,近视患者的许多近视相关通路功能增强(P < 0.05)。多变量逻辑回归分析结果显示,近视患者的预测曲线下面积(AUC)接近或等于1。 总之,青少年近视与肠道微生物群密切相关,特征性肠道微生物群在很大程度上可以区分近视与健康对照。因此,可以考虑通过调节这些特征性肠道微生物群来预防和控制近视。
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 求助全文
来源期刊
Experimental eye research
Experimental eye research 医学-眼科学
CiteScore
6.80
自引率
5.90%
发文量
323
审稿时长
66 days
期刊介绍: The primary goal of Experimental Eye Research is to publish original research papers on all aspects of experimental biology of the eye and ocular tissues that seek to define the mechanisms of normal function and/or disease. Studies of ocular tissues that encompass the disciplines of cell biology, developmental biology, genetics, molecular biology, physiology, biochemistry, biophysics, immunology or microbiology are most welcomed. Manuscripts that are purely clinical or in a surgical area of ophthalmology are not appropriate for submission to Experimental Eye Research and if received will be returned without review.
×
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