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Li F, Yang S, Ma J, Zhao X, Chen M, Wang Y. High-throughput sequencing reveals differences in microbial community structure and diversity in the conjunctival tissue of healthy and type 2 diabetic mice. BMC Microbiol 2024; 24:90. [PMID: 38493114 PMCID: PMC10943819 DOI: 10.1186/s12866-024-03247-y] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/19/2023] [Accepted: 03/03/2024] [Indexed: 03/18/2024] Open
Abstract
BACKGROUND To investigate the differences in bacterial and fungal community structure and diversity in conjunctival tissue of healthy and diabetic mice. METHODS RNA-seq assays and high-throughput sequencing of bacterial 16 S rDNA and fungal internal transcribed spacer (ITS) gene sequences were used to identify differentially expressed host genes and fungal composition profiles in conjunctival tissues of diabetic BKS-db/db mice and BKS (control) mice. Functional enrichment analysis of differentially expressed genes and the correlation between the relative abundance of bacterial and fungal taxa in the intestinal mucosa were also performed. RESULTS Totally, 449 differential up-regulated genes and 1,006 down-regulated genes were identified in the conjunctival tissues of diabetic mice. The differentially expressed genes were mainly enriched in metabolism-related functions and pathways. A decrease in conjunctival bacterial species diversity and abundance in diabetic mice compared to control mice. In contrast, fungal species richness and diversity were not affected by diabetes. The microbial colonies were mainly associated with cellular process pathways regulating carbohydrate and lipid metabolism, as well as cell growth and death. Additionally, some interactions between bacteria and fungi at different taxonomic levels were also observed. CONCLUSION The present study revealed significant differences in the abundance and composition of bacterial and fungal communities in the conjunctival tissue of diabetic mice compared to control mice. The study also highlighted interactions between bacteria and fungi at different taxonomic levels. These findings may have implications for the diagnosis and treatment of diabetes.
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Affiliation(s)
- Fengjiao Li
- Department of Opthalmology, Shandong Provincial Hospital Affiliated to Shandong First Medical University, Jinan, 250021, Shandong, China
| | - Shuo Yang
- Eye Center, Second Affiliated Hospital, School of Medicine, Zhejiang University, Hangzhou, 310009, Zhejiang, China
| | - Ji Ma
- Core Laboratory, The Affiliated Qingdao Central Hospital of Qingdao University, Qingdao, 266042, Shandong, China
| | - Xiaowen Zhao
- Core Laboratory, The Affiliated Qingdao Central Hospital of Qingdao University, Qingdao, 266042, Shandong, China
| | - Meng Chen
- Department of Opthalmology, Qingdao municipal hospital, Qingdao Municipal Hospital, No. 5 Donghai Middle Road, Shinan District, Qingdao, 266000, China.
| | - Ye Wang
- Core Laboratory, The Affiliated Qingdao Central Hospital of Qingdao University, Qingdao, 266042, Shandong, China.
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Zilliox MJ, Bouchard CS. The Microbiome, Ocular Surface, and Corneal Disorders. THE AMERICAN JOURNAL OF PATHOLOGY 2023; 193:1648-1661. [PMID: 37236506 DOI: 10.1016/j.ajpath.2023.05.004] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 11/25/2022] [Revised: 04/25/2023] [Accepted: 05/09/2023] [Indexed: 05/28/2023]
Abstract
The ocular surface microbiome is an emerging field of study that seeks to understand how the community of microorganisms found on the ocular surface may help maintain homeostasis or can potentially lead to disease and dysbiosis. Initial questions include whether the organisms detected on the ocular surface inhabit that ecological niche and, if so, whether there exists a core microbiome found in most or all healthy eyes. Many questions have emerged around whether novel organisms and/or a redistribution of organisms play a role in disease pathogenesis, response to therapies, or convalescence. Although there is much enthusiasm about this topic, the ocular surface microbiome is a new field with many technical challenges. These challenges are discussed in this review as well as a need for standardization to adequately compare studies and advance the field. In addition, this review summarizes the current research on the microbiome of various ocular surface diseases and how these findings may impact treatments and clinical decision-making.
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Affiliation(s)
- Michael J Zilliox
- Department of Ophthalmology, Loyola University Medical Center, Maywood, Illinois
| | - Charles S Bouchard
- Department of Ophthalmology, Loyola University Medical Center, Maywood, Illinois.
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Borroni D, Paytuví-Gallart A, Sanseverino W, Gómez-Huertas C, Bonci P, Romano V, Giannaccare G, Rechichi M, Meduri A, Oliverio GW, Rocha-de-Lossada C. Exploring the Healthy Eye Microbiota Niche in a Multicenter Study. Int J Mol Sci 2022; 23:ijms231810229. [PMID: 36142138 PMCID: PMC9499403 DOI: 10.3390/ijms231810229] [Citation(s) in RCA: 25] [Impact Index Per Article: 12.5] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/13/2022] [Revised: 08/30/2022] [Accepted: 08/31/2022] [Indexed: 12/16/2022] Open
Abstract
Purpose: This study aims to explore and characterize healthy eye microbiota. Methods: Healthy subjects older than 18 years were selected for this descriptive cross-sectional study. Samples were collected with an eSwab with 1 mL of Liquid Amies Medium (Copan Brescia, Italy). Following DNA extraction, libraries preparation, and amplification, PCR products were purified and end-repaired for barcode ligation. Libraries were pooled to a final concentration of 26 pM. Template preparation was performed with Ion Chef according to Ion 510, Ion 520, and Ion 530 Kit-Chef protocol. Sequencing of the amplicon libraries was carried out on a 520 or 530 chip using the Ion Torrent S5 system (Thermo Fisher; Waltham, MA, USA). Raw reads were analyzed with GAIA (v 2.02). Results: Healthy eye microbiota is a low-diversity microbiome. The vast majority of the 137 analyzed samples were highly enriched with Staphylococcus, whereas only in a few of them, other genera such as Bacillus, Pseudomonas, and Corynebacterium predominate. We found an average of 88 genera with an average Shannon index of 0.65. Conclusion: We identified nine different ECSTs. A better understanding of healthy eye microbiota has the potential to improve disease diagnosis and personalized regimens to promote health.
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Affiliation(s)
- Davide Borroni
- Department of Doctoral Studies, Riga Stradins University, LV-1007 Riga, Latvia
- Eyemetagenomics Ltd., 71–75, Shelton Street, Covent Garden, London WC2H 9JQ, UK
- Correspondence:
| | | | - Walter Sanseverino
- Sequentia Biotech SL, Carrer del Dr. Trueta, 179, 08005 Barcelona, Spain
| | - Carmen Gómez-Huertas
- Department of Ophthalmology, Hospital Universitario Virgen de las Nieves, 18014 Granada, Spain
| | - Paola Bonci
- Ospedale Civile di Ravenna, Banca Delle Cornee Della Regione Emilia-Romagna, 48121 Ravenna, Italy
| | - Vito Romano
- Department of Medical and Surgical Specialties, Radiological Specialties and Public Health, 9297 University of Brescia, ASST Spedali Civili, 25100 Brescia, Italy
| | - Giuseppe Giannaccare
- Department of Ophthalmology, University Magna Graecia of Catanzaro, 88100 Catanzaro, Italy
| | - Miguel Rechichi
- Centro Polispecialistico Mediterraneo, 88050 Sellia Marina, Italy
| | - Alessandro Meduri
- Biomedical Science Department, Institute of Ophthalmology, University of Messina, Via Consolare Valeria, 98146 Messina, Italy
| | - Giovanni William Oliverio
- Biomedical Science Department, Institute of Ophthalmology, University of Messina, Via Consolare Valeria, 98146 Messina, Italy
| | - Carlos Rocha-de-Lossada
- Eyemetagenomics Ltd., 71–75, Shelton Street, Covent Garden, London WC2H 9JQ, UK
- Department of Ophthalmology, Qvision (Vithas Almeria), 04120 Almería, Spain
- Hospital Regional Universitario de Malaga, 29010 Malaga, Spain
- Departamento de Cirugía, Área de Oftalmología, Universidad de Sevilla, 41004 Sevilla, Spain
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