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Zamorano-Martín F, Chumaceiro G, Navarro-Torres P, Borroni D, Urbinati F, Molina Á, Paytuví-Gallart A, Rocha-de-Lossada C. A Comparative Analysis of the Ocular Microbiome: Insights into Healthy Eyes and Anophthalmic Sockets. Microorganisms 2024; 12:2298. [PMID: 39597687 PMCID: PMC11596676 DOI: 10.3390/microorganisms12112298] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/15/2024] [Revised: 11/05/2024] [Accepted: 11/06/2024] [Indexed: 11/29/2024] Open
Abstract
The purpose of this study is to characterize the ocular surface microbiota of patients with an anophthalmic cavity. An eNAT with 1 mL of Liquid Amies Medium was used to collect samples. Microbial DNA from anophthalmic socket and healthy fellow control eye samples was isolated and sequenced. Raw reads were analyzed with GAIA (v 2.02). The richness and Shannon alpha diversity metrics, as well as Bray-Curtis beta diversity and Wilcoxon signed-rank test values, were computed with R packages such as phyloseq, mia, or DESeq2 to allow for microbiome analysis. Principal coordinate analysis (PCoA) was performed using the function plotReducedDim from the R package scater. The different taxonomic profiles were described under the concept of eye community state type (ECST). The microbiomes of both eyes from 25 patients with an anophthalmic cavity were analyzed in this study. While the microbial communities of paired eyes from the same patients showed notable dissimilarity, no consistent patterns emerged when comparing healthy eyes to anophthalmic sockets. Alpha diversity values did not significantly differ between healthy eyes and anophthalmic socket samples, though there was considerable variability within each group. Notably, anophthalmic socket samples generally exhibited lower abundances of genera such as Staphylococcus, Enterococcus, Paenibacillus, and Sediminibacterium compared to their healthy counterparts. Microbial variability between healthy eyes and anophthalmic sockets may be due to anatomical differences. Further research is needed to determine whether patients without anophthalmic sockets exhibit similar microbiome patterns in both eyes.
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Affiliation(s)
- Francisco Zamorano-Martín
- Departament of Ophthalmology, Hospital Universitario Virgen de las Nieves, 18016 Granada, Spain; (F.Z.-M.)
- Department of Radiology and Physical Medicine, Ophthalmology and Otorhinolaryngology, Ophthalmology Area, Faculty of Medicine, University of Malaga, 29016 Malaga, Spain
- Granada Vision and Eye Research Team (VER), Instituto de Investigación Biosanitaria ibs.GRANADA, 18016 Granada, Spain
| | - Guillermo Chumaceiro
- Sequentia Biotech SL, Carrer del Dr. Trueta, 179, 08005 Barcelona, Spain; (G.C.); (Á.M.); (A.P.-G.)
| | - Pablo Navarro-Torres
- Departament of Ophthalmology, Hospital Universitario Virgen de las Nieves, 18016 Granada, Spain; (F.Z.-M.)
| | - Davide Borroni
- Department of Ophthalmology, Riga Stradins University, LV-1007 Riga, Latvia
| | - Facundo Urbinati
- Departament of Ophthalmology, Hospital Universitario Torrecárdenas, 04001 Almeria, Spain;
| | - Ángel Molina
- Sequentia Biotech SL, Carrer del Dr. Trueta, 179, 08005 Barcelona, Spain; (G.C.); (Á.M.); (A.P.-G.)
| | - Andreu Paytuví-Gallart
- Sequentia Biotech SL, Carrer del Dr. Trueta, 179, 08005 Barcelona, Spain; (G.C.); (Á.M.); (A.P.-G.)
| | - Carlos Rocha-de-Lossada
- Qvision, Ophthalmology Department, VITHAS Almeria Hospital, 04009 Almeria, Spain;
- Ophthalmology Department, VITHAS Malaga, 29016 Malaga, Spain
- Departament of Ophthalmology, Hospital Regional Universitario de Malaga, 29010 Malaga, Spain
- Departamento de Cirugía, Universidad de Sevilla, Área de Oftalmología, 41001 Sevilla, Spain
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Cabrera‐Aguas M, Khoo P, Watson SL. Infectious keratitis: A review. Clin Exp Ophthalmol 2022; 50:543-562. [PMID: 35610943 PMCID: PMC9542356 DOI: 10.1111/ceo.14113] [Citation(s) in RCA: 84] [Impact Index Per Article: 28.0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/07/2021] [Revised: 05/05/2022] [Accepted: 05/06/2022] [Indexed: 12/29/2022]
Abstract
Globally, infectious keratitis is the fifth leading cause of blindness. The main predisposing factors include contact lens wear, ocular injury and ocular surface disease. Staphylococcus species, Pseudomonas aeruginosa, Fusarium species, Candida species and Acanthamoeba species are the most common causal organisms. Culture of corneal scrapes is the preferred initial test to identify the culprit organism. Polymerase chain reaction (PCR) tests and in vivo confocal microscopy can complement the diagnosis. Empiric therapy is typically commenced with fluoroquinolones, or fortified antibiotics for bacterial keratitis; topical natamycin for fungal keratitis; and polyhexamethylene biguanide or chlorhexidine for acanthamoeba keratitis. Herpes simplex keratitis is mainly diagnosed clinically; however, PCR can also be used to confirm the initial diagnosis and in atypical cases. Antivirals and topical corticosteroids are indicated depending on the corneal layer infected. Vision impairment, blindness and even loss of the eye can occur with a delay in diagnosis and inappropriate antimicrobial therapy.
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Affiliation(s)
- Maria Cabrera‐Aguas
- Save Sight Institute, Discipline of Ophthalmology, Faculty of Medicine and Health The University of Sydney Sydney New South Wales Australia
- Corneal Unit Sydney Eye Hospital Sydney New South Wales Australia
| | - Pauline Khoo
- Save Sight Institute, Discipline of Ophthalmology, Faculty of Medicine and Health The University of Sydney Sydney New South Wales Australia
- Corneal Unit Sydney Eye Hospital Sydney New South Wales Australia
| | - Stephanie L. Watson
- Save Sight Institute, Discipline of Ophthalmology, Faculty of Medicine and Health The University of Sydney Sydney New South Wales Australia
- Corneal Unit Sydney Eye Hospital Sydney New South Wales Australia
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Omi M, Matsuo Y, Araki-Sasaki K, Oba S, Yamada H, Hirota K, Takahashi K. 16S rRNA nanopore sequencing for the diagnosis of ocular infection: a feasibility study. BMJ Open Ophthalmol 2022; 7:bmjophth-2021-000910. [PMID: 36161861 PMCID: PMC9131114 DOI: 10.1136/bmjophth-2021-000910] [Citation(s) in RCA: 6] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/26/2021] [Accepted: 04/29/2022] [Indexed: 11/16/2022] Open
Abstract
Objective We conducted a feasibility study to verify the effectiveness of 16S ribosomal RNA (rRNA) gene analysis using the nanopore sequencer MinION for identifying causative bacteria in several types of ocular infections. Methods and Analysis Four cases of corneal ulcers, one case of endophthalmitis and one case of a conjunctival abscess were included in this study. DNA was extracted from corneal scraping, vitreous samples and secretions from the conjunctival abscess. We conducted 16S rRNA gene amplicon sequencing using MinION and metagenomic DNA analysis. The efficacy of bacterial identification was verified by comparing the conventional culture method with smear observations. Results 16S rRNA gene sequencing analysis with MinION identified the causative organisms promptly with high accuracy in approximately 4 hours, from ophthalmic specimens. The results of the conventional culture method and 16S rRNA gene sequencing were consistent in all cases. In four of the six cases, a greater variety of organisms was found in the 16S rRNA gene analysis than in bacterial culture. Conclusion Using our workflow, 16S rRNA gene analysis using MinION enabled rapid and accurate identification possible in various kinds of bacterial ocular infections.
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Affiliation(s)
- Masatoshi Omi
- Department of Ophthalmology, Kansai Medical University, Hirakata, Japan
| | - Yoshiyuki Matsuo
- Department of Human Stress Response Science, Kansai Medical University, Hirakata, Japan
| | | | - Shimpei Oba
- Department of Ophthalmology, Kansai Medical University, Hirakata, Japan
| | - Haruhiko Yamada
- Department of Ophthalmology, Kansai Medical University, Hirakata, Japan
| | - Kiichi Hirota
- Department of Human Stress Response Science, Kansai Medical University, Hirakata, Japan
| | - Kanji Takahashi
- Department of Ophthalmology, Kansai Medical University, Hirakata, Japan
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