Culture- and non-culture-based approaches reveal unique features of the ocular microbiome in dry eye patients

IF 5.9 1区 医学 Q1 OPHTHALMOLOGY Ocular Surface Pub Date : 2024-02-12 DOI:10.1016/j.jtos.2024.02.002
Maria Naqvi , Fredrik Fineide , Tor Paaske Utheim , Colin Charnock
{"title":"Culture- and non-culture-based approaches reveal unique features of the ocular microbiome in dry eye patients","authors":"Maria Naqvi ,&nbsp;Fredrik Fineide ,&nbsp;Tor Paaske Utheim ,&nbsp;Colin Charnock","doi":"10.1016/j.jtos.2024.02.002","DOIUrl":null,"url":null,"abstract":"<div><h3>Purpose</h3><p>The purpose of this study was to investigate the ocular microbiome in individuals with dry eye disease and to identify features of their ocular microbiome of possible health and diagnostic significance.</p></div><div><h3>Methods</h3><p>Conjunctival samples were collected from both eyes in duplicate from 91 individuals (61 dry eye, 30 healthy) and used for both culture-dependent and culture-independent analyses. Samples were either analysed using next generation sequencing (V3-V4 16S rDNA) or inoculated on a wide range of agar types and grown under a broad range of conditions to maximize recovery. Isolates were identified by partial sequencing of the 16S rDNA and rpoB genes and tested for antibiotic susceptibility. We applied a L2-regularized logistic regression model on the next generation sequencing data to investigate any potential association between severe dry eye disease and the ocular microbiome.</p></div><div><h3>Results</h3><p>Culture-dependent analysis showed the highest number of colony forming units in healthy individuals. The majority of isolates recovered from the samples were <em>Corynebacterium, Micrococcus</em> sp., <em>Staphylococcus epidermidis</em>, and <em>Cutibacterium acnes</em>. Culture independent analysis revealed 24 phyla, of which <em>Actinobacteria, Firmicutes</em> and <em>Proteobacteria</em> were the most abundant. Over 405 genera were detected of which <em>Corynebacterium</em> was the most dominant, followed by <em>Staphylococcus</em> and <em>Cutibacterium.</em> The L2-regularized logistic regression model indicated that <em>Blautia</em> and <em>Corynebacterium</em> sp. may be associated with severe DED.</p></div><div><h3>Conclusions</h3><p>Our study indicates that the ocular microbiome has characteristic features in severe DED patients. Certain <em>Corynebacterium</em> species and <em>Blautia</em> are of particular interest for future studies.</p></div>","PeriodicalId":54691,"journal":{"name":"Ocular Surface","volume":"32 ","pages":"Pages 123-129"},"PeriodicalIF":5.9000,"publicationDate":"2024-02-12","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://www.sciencedirect.com/science/article/pii/S1542012424000247/pdfft?md5=a9fb9fc2dbc9e7ff1129a0b6b02b10e5&pid=1-s2.0-S1542012424000247-main.pdf","citationCount":"0","resultStr":null,"platform":"Semanticscholar","paperid":null,"PeriodicalName":"Ocular Surface","FirstCategoryId":"3","ListUrlMain":"https://www.sciencedirect.com/science/article/pii/S1542012424000247","RegionNum":1,"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

Purpose

The purpose of this study was to investigate the ocular microbiome in individuals with dry eye disease and to identify features of their ocular microbiome of possible health and diagnostic significance.

Methods

Conjunctival samples were collected from both eyes in duplicate from 91 individuals (61 dry eye, 30 healthy) and used for both culture-dependent and culture-independent analyses. Samples were either analysed using next generation sequencing (V3-V4 16S rDNA) or inoculated on a wide range of agar types and grown under a broad range of conditions to maximize recovery. Isolates were identified by partial sequencing of the 16S rDNA and rpoB genes and tested for antibiotic susceptibility. We applied a L2-regularized logistic regression model on the next generation sequencing data to investigate any potential association between severe dry eye disease and the ocular microbiome.

Results

Culture-dependent analysis showed the highest number of colony forming units in healthy individuals. The majority of isolates recovered from the samples were Corynebacterium, Micrococcus sp., Staphylococcus epidermidis, and Cutibacterium acnes. Culture independent analysis revealed 24 phyla, of which Actinobacteria, Firmicutes and Proteobacteria were the most abundant. Over 405 genera were detected of which Corynebacterium was the most dominant, followed by Staphylococcus and Cutibacterium. The L2-regularized logistic regression model indicated that Blautia and Corynebacterium sp. may be associated with severe DED.

Conclusions

Our study indicates that the ocular microbiome has characteristic features in severe DED patients. Certain Corynebacterium species and Blautia are of particular interest for future studies.

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
培养和非培养方法揭示了干眼症患者眼部微生物群的独特特征。
目的:本研究旨在调查干眼症患者的眼部微生物组,并确定其眼部微生物组中可能具有健康和诊断意义的特征:从 91 名患者(61 名干眼症患者,30 名健康患者)的双眼中采集结膜样本,一式两份,用于依赖培养和不依赖培养的分析。样本要么使用新一代测序(V3-V4 16S rDNA)进行分析,要么接种到各种类型的琼脂上,并在各种条件下生长,以最大限度地提高回收率。通过对 16S rDNA 和 rpoB 基因进行部分测序来鉴定分离菌株,并检测其对抗生素的敏感性。我们在新一代测序数据上应用了 L2- 规则化逻辑回归模型,以研究严重干眼症与眼部微生物组之间的潜在关联:结果:培养依赖性分析表明,健康人的菌落形成单位数最多。从样本中分离出的大多数微生物是棒状杆菌、微球菌、表皮葡萄球菌和痤疮杆菌。独立培养分析显示有 24 个菌门,其中以放线菌门、真菌门和变形菌门的数量最多。共检测到 405 多个菌属,其中最主要的是棒状杆菌属,其次是葡萄球菌属和痤疮棒状杆菌属。L2- 规则化逻辑回归模型表明,布劳氏菌和棒状杆菌可能与严重的 DED 相关:我们的研究表明,严重 DED 患者的眼部微生物组具有特征性。结论:我们的研究表明,重度 DED 患者的眼部微生物组具有特征性,某些棒状杆菌和布劳氏菌尤其值得今后研究。
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
Ocular Surface
Ocular Surface 医学-眼科学
CiteScore
11.60
自引率
14.10%
发文量
97
审稿时长
39 days
期刊介绍: The Ocular Surface, a quarterly, a peer-reviewed journal, is an authoritative resource that integrates and interprets major findings in diverse fields related to the ocular surface, including ophthalmology, optometry, genetics, molecular biology, pharmacology, immunology, infectious disease, and epidemiology. Its critical review articles cover the most current knowledge on medical and surgical management of ocular surface pathology, new understandings of ocular surface physiology, the meaning of recent discoveries on how the ocular surface responds to injury and disease, and updates on drug and device development. The journal also publishes select original research reports and articles describing cutting-edge techniques and technology in the field. Benefits to authors We also provide many author benefits, such as free PDFs, a liberal copyright policy, special discounts on Elsevier publications and much more. Please click here for more information on our author services. Please see our Guide for Authors for information on article submission. If you require any further information or help, please visit our Support Center
期刊最新文献
Blinded by smoke: Wildfire smoke exposure and eye irritation in australian wildland firefighters Diagnostic performance and optimal cut-off values for tear film lipid layer grading and thickness in dry eye disease: An investigator-masked, randomised crossover study BMAL1 deficiency provokes dry mouth and eyes by down-regulating ITPR2/3 Development of human amniotic epithelial cell-derived extracellular vesicles as cell-free therapy for dry eye disease Metabolomics of basal tears in amyotrophic lateral sclerosis: A cross-sectional 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:481959085
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