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Metagenome Investigation of Ocular Microbiota of Cataract Patients With and Without Type 2 Diabetes

PURPOSE: Our objective was to investigate differences in the ocular surface bacterial composition in cataract patients with and without type 2 diabetes (T2D). METHODS: Twenty-four diabetic patients with cataracts (group D) and 14 sex- and age-matched patients with age-related cataracts (group N) wer...

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Autores principales: Shao, Zheng, Shan, Xiaona, Jing, Lili, Wang, Weina, Li, Wenfeng, Ren, Zhichao, Zhang, Bi Ning, Huang, Yusen
Formato: Online Artículo Texto
Lenguaje:English
Publicado: The Association for Research in Vision and Ophthalmology 2023
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10241314/
https://www.ncbi.nlm.nih.gov/pubmed/37261381
http://dx.doi.org/10.1167/tvst.12.6.1
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author Shao, Zheng
Shan, Xiaona
Jing, Lili
Wang, Weina
Li, Wenfeng
Ren, Zhichao
Zhang, Bi Ning
Huang, Yusen
author_facet Shao, Zheng
Shan, Xiaona
Jing, Lili
Wang, Weina
Li, Wenfeng
Ren, Zhichao
Zhang, Bi Ning
Huang, Yusen
author_sort Shao, Zheng
collection PubMed
description PURPOSE: Our objective was to investigate differences in the ocular surface bacterial composition in cataract patients with and without type 2 diabetes (T2D). METHODS: Twenty-four diabetic patients with cataracts (group D) and 14 sex- and age-matched patients with age-related cataracts (group N) were recruited for this study. All samples underwent DNA extraction, fragmentation, purification, library construction, and metagenomic sequencing. RESULTS: The overall conjunctival sac bacterial composition was similar between group D and group N, as determined by alpha diversity and beta diversity. Nevertheless, significant differences were observed in the relative abundance of specific bacteria. At the phylum level, group D had a significantly lower abundance of Chlamydiae, Tenericutes, Chloroflexi, Cyanobacteria, Cossaviricota, Chytridiomycota, Artverviricota, Zoopagomycota, Peploviricota, Deinococcus-Thermus, Preplasmiviricota, and Nucleocytoviricota. At the genus level, group D had a significantly lower abundance of Chlamydia, Mycoplasma, Salmonella, Chryseobacterium, Roseovarius, Desulfococcus, Kangiella, Anaerococcus, and Idiomarina but a significantly higher abundance of Parabacteroides, Phocaeicola, and Sphingomonas. Bacteria such as Aquificae, Parabacteroides, Flavobacterium, Austwickia, Aquifex, Tenacibaculum, and Chryseobacterium in group D and Tenericutes, Chlamydiae, Porphyromonas, Mycoplasma, Chlamydia, Kangiella, Idiomarina, Roseovarius, Aliiroseovarius, and Desulfococcus in group N could be used as conjunctival sac biomarkers, according to the linear discriminant analysis effect size. Gene Ontology functional annotation indicated that bacterial catalytic activity, metabolic processes, locomotion, virion, and reproduction were enriched in group D, while immune system processes were enriched in group N. In addition, the top 30 differentially expressed virulence factors (VFs) were all more enriched in group D. CONCLUSIONS: The bacterial composition was similar between the two groups. Several bacterial strains that were reported beneficial in gut were decreased, and pathogenic bacteria were increased in T2D. Furthermore, group D had more active bacterial terms and increased VF expression, suggesting that the susceptibility of diabetic patients to infection is closely related to functional changes in the ocular surface flora. Our conjunctival microbiota atlas provides a reference for investigating ocular complications related to diabetes. TRANSLATIONAL RELEVANCE: The altered composition and functional profile of the ocular microbial community in diabetic patients offer evidence for the need to prevent infection during cataract surgery.
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spelling pubmed-102413142023-06-06 Metagenome Investigation of Ocular Microbiota of Cataract Patients With and Without Type 2 Diabetes Shao, Zheng Shan, Xiaona Jing, Lili Wang, Weina Li, Wenfeng Ren, Zhichao Zhang, Bi Ning Huang, Yusen Transl Vis Sci Technol Artificial Intelligence PURPOSE: Our objective was to investigate differences in the ocular surface bacterial composition in cataract patients with and without type 2 diabetes (T2D). METHODS: Twenty-four diabetic patients with cataracts (group D) and 14 sex- and age-matched patients with age-related cataracts (group N) were recruited for this study. All samples underwent DNA extraction, fragmentation, purification, library construction, and metagenomic sequencing. RESULTS: The overall conjunctival sac bacterial composition was similar between group D and group N, as determined by alpha diversity and beta diversity. Nevertheless, significant differences were observed in the relative abundance of specific bacteria. At the phylum level, group D had a significantly lower abundance of Chlamydiae, Tenericutes, Chloroflexi, Cyanobacteria, Cossaviricota, Chytridiomycota, Artverviricota, Zoopagomycota, Peploviricota, Deinococcus-Thermus, Preplasmiviricota, and Nucleocytoviricota. At the genus level, group D had a significantly lower abundance of Chlamydia, Mycoplasma, Salmonella, Chryseobacterium, Roseovarius, Desulfococcus, Kangiella, Anaerococcus, and Idiomarina but a significantly higher abundance of Parabacteroides, Phocaeicola, and Sphingomonas. Bacteria such as Aquificae, Parabacteroides, Flavobacterium, Austwickia, Aquifex, Tenacibaculum, and Chryseobacterium in group D and Tenericutes, Chlamydiae, Porphyromonas, Mycoplasma, Chlamydia, Kangiella, Idiomarina, Roseovarius, Aliiroseovarius, and Desulfococcus in group N could be used as conjunctival sac biomarkers, according to the linear discriminant analysis effect size. Gene Ontology functional annotation indicated that bacterial catalytic activity, metabolic processes, locomotion, virion, and reproduction were enriched in group D, while immune system processes were enriched in group N. In addition, the top 30 differentially expressed virulence factors (VFs) were all more enriched in group D. CONCLUSIONS: The bacterial composition was similar between the two groups. Several bacterial strains that were reported beneficial in gut were decreased, and pathogenic bacteria were increased in T2D. Furthermore, group D had more active bacterial terms and increased VF expression, suggesting that the susceptibility of diabetic patients to infection is closely related to functional changes in the ocular surface flora. Our conjunctival microbiota atlas provides a reference for investigating ocular complications related to diabetes. TRANSLATIONAL RELEVANCE: The altered composition and functional profile of the ocular microbial community in diabetic patients offer evidence for the need to prevent infection during cataract surgery. The Association for Research in Vision and Ophthalmology 2023-06-01 /pmc/articles/PMC10241314/ /pubmed/37261381 http://dx.doi.org/10.1167/tvst.12.6.1 Text en Copyright 2023 The Authors https://creativecommons.org/licenses/by-nc-nd/4.0/This work is licensed under a Creative Commons Attribution-NonCommercial-NoDerivatives 4.0 International License.
spellingShingle Artificial Intelligence
Shao, Zheng
Shan, Xiaona
Jing, Lili
Wang, Weina
Li, Wenfeng
Ren, Zhichao
Zhang, Bi Ning
Huang, Yusen
Metagenome Investigation of Ocular Microbiota of Cataract Patients With and Without Type 2 Diabetes
title Metagenome Investigation of Ocular Microbiota of Cataract Patients With and Without Type 2 Diabetes
title_full Metagenome Investigation of Ocular Microbiota of Cataract Patients With and Without Type 2 Diabetes
title_fullStr Metagenome Investigation of Ocular Microbiota of Cataract Patients With and Without Type 2 Diabetes
title_full_unstemmed Metagenome Investigation of Ocular Microbiota of Cataract Patients With and Without Type 2 Diabetes
title_short Metagenome Investigation of Ocular Microbiota of Cataract Patients With and Without Type 2 Diabetes
title_sort metagenome investigation of ocular microbiota of cataract patients with and without type 2 diabetes
topic Artificial Intelligence
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10241314/
https://www.ncbi.nlm.nih.gov/pubmed/37261381
http://dx.doi.org/10.1167/tvst.12.6.1
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