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基于 16S rRNA 测序的青少年近视与肠道微生物组关系的研究。

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

机构信息

School of Life Science and Technology, Shandong Second Medical University, Weifang, 261053, China.

Ophthalmologic Center, Affiliated Hospital of Shandong Second Medical University, Weifang, 261053, China.

出版信息

Exp Eye Res. 2024 Oct;247:110067. doi: 10.1016/j.exer.2024.110067. Epub 2024 Sep 3.

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 (R = 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.

摘要

近视已成为全球公共卫生问题,青少年近视发病率较高。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 测序分析青少年近视与肠道微生物群的关系,为近视的防治开辟了新途径。纳入 80 名 6-15 岁青少年;采集粪便样本比较其多样性和物种差异。同时考虑丰富度和均匀度时,α 多样性无显著差异(P>0.05)。而β多样性组间差异达到显著水平(R=0.022,P<0.05)。门水平厚壁菌门和放线菌门的绝对定量和相对丰度不同;在 top 30 属中,近视组只有一个属的绝对定量减少,而 13 个属的相对定量减少;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)评分下发生变化,图中显示了前 10 个变化;Wilcoxon 秩和检验还发现不同组间差异菌群的绝对丰度有一些显著变化,在门水平上,一个细菌门减少,三个细菌门增加;在属水平上,2 个细菌属减少,29 个细菌属增加。功能途径预测发现许多近视相关途径在近视患者中功能增强(P<0.05)。多变量逻辑回归分析结果表明,近视患者预测的曲线下面积(AUC)接近或等于 1。综上所述,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和健康对照。因此,可以考虑调节这些特征性肠道微生物群来预防和控制近视。

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