Cargando…
Metagenomic Analysis Reveals the Heterogeneity of Conjunctival Microbiota Dysbiosis in Dry Eye Disease
Background: Dry eye disease (DED) is a multifactorial inflammatory disease of the ocular surface. It is hypothesized that dysbiosis of the conjunctival microbiota contributes to the development of DED. However, species-level compositions of the conjunctival microbiota in DED and the potential dysbio...
Autores principales: | , , , , , , , , , |
---|---|
Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Frontiers Media S.A.
2021
|
Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8657412/ https://www.ncbi.nlm.nih.gov/pubmed/34900990 http://dx.doi.org/10.3389/fcell.2021.731867 |
_version_ | 1784612497218600960 |
---|---|
author | Liang, Qiaoxing Li, Jing Zou, Yanli Hu, Xiao Deng, Xiuli Zou, Bin Liu, Yu Wei, Lai Liang, Lingyi Wen, Xiaofeng |
author_facet | Liang, Qiaoxing Li, Jing Zou, Yanli Hu, Xiao Deng, Xiuli Zou, Bin Liu, Yu Wei, Lai Liang, Lingyi Wen, Xiaofeng |
author_sort | Liang, Qiaoxing |
collection | PubMed |
description | Background: Dry eye disease (DED) is a multifactorial inflammatory disease of the ocular surface. It is hypothesized that dysbiosis of the conjunctival microbiota contributes to the development of DED. However, species-level compositions of the conjunctival microbiota in DED and the potential dysbiosis involving microorganisms other than bacteria remain largely uncharacterized. Methods: We collected conjunctival impression samples from a cohort of 95 individuals, including 47 patients with DED and 48 healthy subjects. We examined the conjunctival microbiota of these samples using shotgun metagenomic sequencing and analyzed microbial dysbiosis in DED at the species level. Results: The conjunctival microbiota in DED exhibited a decreased α-diversity and an increased inter-individual variation. The α-diversity of female patients with DED was higher than that of male patients. Despite a decreased prevalence in DED, 23 microbial species were identified to show abnormally high abundance in DED samples positive for the species. Among these species, a fungal species Malassezia globosa was enriched female patients. In addition, distinct patterns of associations with disease status were observed for different species of the same genus. For DED subtypes, Staphylococcus aureus and S. capitis were associated with meibomian gland dysfunction (MGD), whereas S. hominis was enriched in patients solely with aqueous tear deficiency (ATD). The microbiota of patients with a mixed type of diagnosis was more similar to MGD patients than ATD patients. Conclusion: We demonstrated that the conjunctival microbiota dysbiosis in DED is characterized by significant heterogeneity. Microbial signatures may offer novel insights into the complicated etiology of DED and potentially promote the development of personalized treatment for DED in the future. |
format | Online Article Text |
id | pubmed-8657412 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2021 |
publisher | Frontiers Media S.A. |
record_format | MEDLINE/PubMed |
spelling | pubmed-86574122021-12-10 Metagenomic Analysis Reveals the Heterogeneity of Conjunctival Microbiota Dysbiosis in Dry Eye Disease Liang, Qiaoxing Li, Jing Zou, Yanli Hu, Xiao Deng, Xiuli Zou, Bin Liu, Yu Wei, Lai Liang, Lingyi Wen, Xiaofeng Front Cell Dev Biol Cell and Developmental Biology Background: Dry eye disease (DED) is a multifactorial inflammatory disease of the ocular surface. It is hypothesized that dysbiosis of the conjunctival microbiota contributes to the development of DED. However, species-level compositions of the conjunctival microbiota in DED and the potential dysbiosis involving microorganisms other than bacteria remain largely uncharacterized. Methods: We collected conjunctival impression samples from a cohort of 95 individuals, including 47 patients with DED and 48 healthy subjects. We examined the conjunctival microbiota of these samples using shotgun metagenomic sequencing and analyzed microbial dysbiosis in DED at the species level. Results: The conjunctival microbiota in DED exhibited a decreased α-diversity and an increased inter-individual variation. The α-diversity of female patients with DED was higher than that of male patients. Despite a decreased prevalence in DED, 23 microbial species were identified to show abnormally high abundance in DED samples positive for the species. Among these species, a fungal species Malassezia globosa was enriched female patients. In addition, distinct patterns of associations with disease status were observed for different species of the same genus. For DED subtypes, Staphylococcus aureus and S. capitis were associated with meibomian gland dysfunction (MGD), whereas S. hominis was enriched in patients solely with aqueous tear deficiency (ATD). The microbiota of patients with a mixed type of diagnosis was more similar to MGD patients than ATD patients. Conclusion: We demonstrated that the conjunctival microbiota dysbiosis in DED is characterized by significant heterogeneity. Microbial signatures may offer novel insights into the complicated etiology of DED and potentially promote the development of personalized treatment for DED in the future. Frontiers Media S.A. 2021-11-25 /pmc/articles/PMC8657412/ /pubmed/34900990 http://dx.doi.org/10.3389/fcell.2021.731867 Text en Copyright © 2021 Liang, Li, Zou, Hu, Deng, Zou, Liu, Wei, Liang and Wen. https://creativecommons.org/licenses/by/4.0/This is an open-access article distributed under the terms of the Creative Commons Attribution License (CC BY). The use, distribution or reproduction in other forums is permitted, provided the original author(s) and the copyright owner(s) are credited and that the original publication in this journal is cited, in accordance with accepted academic practice. No use, distribution or reproduction is permitted which does not comply with these terms. |
spellingShingle | Cell and Developmental Biology Liang, Qiaoxing Li, Jing Zou, Yanli Hu, Xiao Deng, Xiuli Zou, Bin Liu, Yu Wei, Lai Liang, Lingyi Wen, Xiaofeng Metagenomic Analysis Reveals the Heterogeneity of Conjunctival Microbiota Dysbiosis in Dry Eye Disease |
title | Metagenomic Analysis Reveals the Heterogeneity of Conjunctival Microbiota Dysbiosis in Dry Eye Disease |
title_full | Metagenomic Analysis Reveals the Heterogeneity of Conjunctival Microbiota Dysbiosis in Dry Eye Disease |
title_fullStr | Metagenomic Analysis Reveals the Heterogeneity of Conjunctival Microbiota Dysbiosis in Dry Eye Disease |
title_full_unstemmed | Metagenomic Analysis Reveals the Heterogeneity of Conjunctival Microbiota Dysbiosis in Dry Eye Disease |
title_short | Metagenomic Analysis Reveals the Heterogeneity of Conjunctival Microbiota Dysbiosis in Dry Eye Disease |
title_sort | metagenomic analysis reveals the heterogeneity of conjunctival microbiota dysbiosis in dry eye disease |
topic | Cell and Developmental Biology |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8657412/ https://www.ncbi.nlm.nih.gov/pubmed/34900990 http://dx.doi.org/10.3389/fcell.2021.731867 |
work_keys_str_mv | AT liangqiaoxing metagenomicanalysisrevealstheheterogeneityofconjunctivalmicrobiotadysbiosisindryeyedisease AT lijing metagenomicanalysisrevealstheheterogeneityofconjunctivalmicrobiotadysbiosisindryeyedisease AT zouyanli metagenomicanalysisrevealstheheterogeneityofconjunctivalmicrobiotadysbiosisindryeyedisease AT huxiao metagenomicanalysisrevealstheheterogeneityofconjunctivalmicrobiotadysbiosisindryeyedisease AT dengxiuli metagenomicanalysisrevealstheheterogeneityofconjunctivalmicrobiotadysbiosisindryeyedisease AT zoubin metagenomicanalysisrevealstheheterogeneityofconjunctivalmicrobiotadysbiosisindryeyedisease AT liuyu metagenomicanalysisrevealstheheterogeneityofconjunctivalmicrobiotadysbiosisindryeyedisease AT weilai metagenomicanalysisrevealstheheterogeneityofconjunctivalmicrobiotadysbiosisindryeyedisease AT lianglingyi metagenomicanalysisrevealstheheterogeneityofconjunctivalmicrobiotadysbiosisindryeyedisease AT wenxiaofeng metagenomicanalysisrevealstheheterogeneityofconjunctivalmicrobiotadysbiosisindryeyedisease |