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Search Results (1,681)

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19 pages, 1179 KiB  
Review
Ophthalmic Complications After Dental Procedures: Scoping Review
by Xingao C. Wang, Cindy Zhao, Kevin Y. Wu and Michael Marchand
Diseases 2025, 13(8), 244; https://doi.org/10.3390/diseases13080244 - 4 Aug 2025
Viewed by 34
Abstract
Introduction: Ocular complications associated with dental procedures are diverse but have been primarily reported through case reports and series, with no comprehensive reviews to date. The underlying mechanisms of these complications are often poorly understood by medical professionals, partly due to limited interdisciplinary [...] Read more.
Introduction: Ocular complications associated with dental procedures are diverse but have been primarily reported through case reports and series, with no comprehensive reviews to date. The underlying mechanisms of these complications are often poorly understood by medical professionals, partly due to limited interdisciplinary education. This review aims to bridge this gap by summarizing the relevant anatomical connections between the oral and ocular regions, exploring the mechanisms through which dental procedures may lead to ophthalmic complications, and detailing their clinical presentations, progression, and potential management and preventive strategies. Methods: Published case reports and case series from 1950 to October 2024 that described ophthalmic complications in human patients following dental procedures were included in this scoping review. Results: Dental procedures can give rise to a variety of ophthalmological complications, whether neuro–ophthalmic (e.g., diplopia, ptosis, or vision loss), vascular (e.g., retrobulbar hemorrhage or cervical artery dissection), infectious (e.g., orbital cellulitis or abscess), mechanical (e.g., orbital trauma or fractures), or air-related (e.g., orbital and subcutaneous emphysema). Conclusions: Most of the ophthalmological complications following dental procedures are often reversible, but some can be vision-threatening or lead to permanent sequelae if not promptly recognized and managed. Prevention through precise technique and anatomical awareness, early identification of symptoms, and timely multidisciplinary collaboration are crucial to minimizing risks and ensuring better patient outcomes. Full article
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22 pages, 2520 KiB  
Review
The Advance of Single-Cell RNA Sequencing Applications in Ocular Physiology and Disease Research
by Ying Cheng, Sihan Gu, Xueqing Lu and Cheng Pei
Biomolecules 2025, 15(8), 1120; https://doi.org/10.3390/biom15081120 - 4 Aug 2025
Viewed by 65
Abstract
The eye, a complex organ essential for visual perception, is composed of diverse cell populations with specialized functions; however, the complex interplay between these cellular components and their underlying molecular mechanisms remains largely elusive. Traditional biotechnologies, such as bulk RNA sequencing and in [...] Read more.
The eye, a complex organ essential for visual perception, is composed of diverse cell populations with specialized functions; however, the complex interplay between these cellular components and their underlying molecular mechanisms remains largely elusive. Traditional biotechnologies, such as bulk RNA sequencing and in vitro models, are limited in capturing cellular heterogeneity or accurately mimicking the complexity of human ophthalmic diseases. The advent of single-cell RNA sequencing (scRNA-seq) has revolutionized ocular research by enabling high-resolution analysis at the single-cell level, uncovering cellular heterogeneity, and identifying disease-specific gene profiles. In this review, we provide a review of scRNA-seq application advancement in ocular physiology and pathology, highlighting its role in elucidating the molecular mechanisms of various ocular diseases, including myopia, ocular surface and corneal diseases, glaucoma, uveitis, retinal diseases, and ocular tumors. By providing novel insights into cellular diversity, gene expression dynamics, and cell–cell interactions, scRNA-seq has facilitated the identification of novel biomarkers and therapeutic targets, and the further integration of scRNA-seq with other omics technologies holds promise for deepening our understanding of ocular health and diseases. Full article
(This article belongs to the Section Molecular Biology)
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17 pages, 501 KiB  
Article
Nurse-Led Binaural Beat Intervention for Anxiety Reduction in Pterygium Surgery: A Randomized Controlled Trial
by Punchiga Ratanalerdnawee, Mart Maiprasert, Jakkrit Klaphajone, Pongsiri Khunngam and Phawit Norchai
Nurs. Rep. 2025, 15(8), 282; https://doi.org/10.3390/nursrep15080282 - 31 Jul 2025
Viewed by 216
Abstract
Background/Objectives: Anxiety before ophthalmic surgery under local anesthesia may hinder patient cooperation and surgical outcomes. Nurse-led auditory interventions offer a promising non-pharmacological approach to perioperative anxiety management. This study evaluated the effectiveness of superimposed binaural beats (SBBs)—classical music layered with frequency differentials—in [...] Read more.
Background/Objectives: Anxiety before ophthalmic surgery under local anesthesia may hinder patient cooperation and surgical outcomes. Nurse-led auditory interventions offer a promising non-pharmacological approach to perioperative anxiety management. This study evaluated the effectiveness of superimposed binaural beats (SBBs)—classical music layered with frequency differentials—in reducing anxiety during pterygium surgery with conjunctival autografting. Methods: In this randomized controlled trial, 111 adult patients scheduled for elective pterygium excision with conjunctival autografting under local anesthesia were allocated to one of three groups: SBBs, plain music (PM), or silence (control). A trained perioperative nurse administered all auditory interventions. The patients’ anxiety was assessed using the State–Trait Anxiety Inventory—State (STAI-S), and physiological parameters (blood pressure, heart rate, respiratory rate, and oxygen saturation) were recorded before and after surgery. Results: The SBB group showed significantly greater reductions in their STAI-S scores (p < 0.001), systolic blood pressure (p = 0.011), heart rate (p = 0.003), and respiratory rate (p = 0.009) compared to the PM and control groups. No adverse events occurred. Conclusions: SBBs are a safe, nurse-delivered auditory intervention that significantly reduces perioperative anxiety and supports physiological stability. Their integration into routine nursing care for minor ophthalmic surgeries is both feasible and beneficial. Trial Registration: This study was registered with the Thai Clinical Trials Registry (TCTR) under registration number TCTR20250125002 on 25 January 2025. Full article
(This article belongs to the Section Mental Health Nursing)
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12 pages, 1586 KiB  
Article
The Concept of Anatomical Reconstruction of the Foveola Using Activated Conditioned Plasma (ACP)
by Monika Popowska, Ludmila Popowska, Leonid I. Balashevich, Jacek P. Szaflik and Monika Łazicka-Gałecka
J. Clin. Med. 2025, 14(15), 5358; https://doi.org/10.3390/jcm14155358 - 29 Jul 2025
Viewed by 294
Abstract
Background: Surgical management of large full-thickness macular holes (MHs) remains challenging, particularly when aiming for both rapid visual recovery and consistent anatomical closure without inducing retinal trauma. This retrospective single-center study evaluated the efficacy of activated conditioned plasma (ACP) as an intraoperative coadjuvant [...] Read more.
Background: Surgical management of large full-thickness macular holes (MHs) remains challenging, particularly when aiming for both rapid visual recovery and consistent anatomical closure without inducing retinal trauma. This retrospective single-center study evaluated the efficacy of activated conditioned plasma (ACP) as an intraoperative coadjuvant supporting ILM (internal limiting membrane) peeling and air tamponade in the treatment of idiopathic MHs measuring 400–800 µm, under real-time intraoperative optical coherence tomography (i-OCT) guidance. Methods: Seventy eyes from fifty patients underwent pars plana vitrectomy with intraoperative ACP application. ACP, a leukocyte-poor autologous platelet concentrate, was used intraoperatively as a coadjuvant to ILM peeling and air tamponade. It facilitated the formation of a transparent fibrin membrane over the retinal surface, supporting edge approximation and promoting retinal healing. Results: The primary outcome was complete MH closure confirmed by OCT; the secondary outcome was improvement in BCVA on postoperative day 7 and during a 12-month follow-up. Anatomical closure was achieved in 98.6% of cases. On day 7, 78.6% of eyes showed a ≥ three-line BCVA improvement, with mean BCVA increasing from 0.25 ± 0.21 to 0.69 ± 0.20 (p < 0.001). These outcomes remained stable throughout the follow-up. No significant intraoperative or postoperative complications were observed. Conclusions: The combination of ACP and i-OCT appears to be a safe and effective strategy for anatomical foveolar reconstruction, enabling early visual recovery while minimizing inflammation and fibrotic scarring associated with conventional techniques. Full article
(This article belongs to the Section Ophthalmology)
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9 pages, 455 KiB  
Article
Effectiveness of a Newly Developed Instillation Aid for Unit-Dose Ophthalmic Solutions
by Airi Takahashi, Yuka Kasai, Masako Sakamoto, Yuji Matsuda, Yuka Ito, Hirotaka Haro and Kenji Kashiwagi
J. Clin. Med. 2025, 14(15), 5243; https://doi.org/10.3390/jcm14155243 - 24 Jul 2025
Viewed by 317
Abstract
Background/Objectives: To evaluate the effectiveness and limitations of a newly developed unit-dose eye drop instillation aid in patients with glaucoma. Methods: Hospitalized adult glaucoma patients at the University of Yamanashi were enrolled if they had self-administered glaucoma eye drops for at least six [...] Read more.
Background/Objectives: To evaluate the effectiveness and limitations of a newly developed unit-dose eye drop instillation aid in patients with glaucoma. Methods: Hospitalized adult glaucoma patients at the University of Yamanashi were enrolled if they had self-administered glaucoma eye drops for at least six months, had no upper limb impairments or cognitive decline, and had corrected visual acuity of ≥20/200 in at least one eye. This study used 0.1% hyaluronic acid mini-ophthalmic drops. Eye drop instillation was performed in the following order: without aid in the sitting position, with aid in the sitting position, without aid in the supine position, and with aid in the supine position. One practice trial with the device was conducted beforehand. Successful instillation was defined as delivery of a drop into the conjunctival sac without contact with the ocular surface, eyelashes, or face. Patients were also surveyed regarding the perceived usefulness of the device. Results: Sixty-three patients (37 males, 26 females; mean age 71.3 ± 11.2 years) participated. In the sitting position, the success rate improved significantly from 70.3% without the aid to 89.1% with the aid (p = 0.0005). Success rates decreased with age but improved more markedly in older patients. In the supine position, the rate was 76.6% without the aid and 100% with the aid (p < 0.0001). Conclusions: Unit-dose eye drop aids significantly increase the success rate of instillation, especially among elderly patients, and may contribute to better adherence and treatment outcomes in glaucoma care. Full article
(This article belongs to the Section Ophthalmology)
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13 pages, 887 KiB  
Article
Synergic Effect of Methyl-β-Cyclodextrin and Hydrophilic Polymers on Nepafenac Solubilization: Development of a 0.3% Ophthalmic Solution
by Maria Grazia Saita, Fabiola Spitaleri, Katia Mangano, Danilo Aleo and Angela Patti
Molecules 2025, 30(15), 3090; https://doi.org/10.3390/molecules30153090 - 23 Jul 2025
Viewed by 304
Abstract
Nepafenac is an anti-inflammatory drug used in ophthalmology, marketed as a suspension due to its low aqueous solubility. A solution formulation could provide better bioavailability than suspension and facilitate single unit doses, avoiding the use of preservatives which are required to maintain sterility [...] Read more.
Nepafenac is an anti-inflammatory drug used in ophthalmology, marketed as a suspension due to its low aqueous solubility. A solution formulation could provide better bioavailability than suspension and facilitate single unit doses, avoiding the use of preservatives which are required to maintain sterility in multidose packaging. In this study, solubilization of nepafenac was achieved in the presence of randomly methylated β-cyclodextrin (RAMEB) and the actual complexation was assessed by NMR and phase-solubility studies. It was also found that the addition of hydrophilic polymers plays an important role in allowing increased solubilization of nepafenac at the same cyclodextrin concentration. Compared to complexes of nepafenac with other cyclodextrins, only 5% RAMEB was sufficient to solubilize 0.3% (w/v) nepafenac, enabling for the first time the development of an ophthalmic solution that proved chemically and physically stable for 12 months at 25 °C. The formulated solutions of nepafenac were tested for cytotoxicity on human corneal epithelial cells (HCE-2) and the results suggest their potential as a valuable and safe alternative to the commercially available 0.3% (w/v) suspension of the drug. Full article
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11 pages, 242 KiB  
Review
Varicella-Zoster Virus Infection and Varicella-Zoster Virus Vaccine-Related Ocular Complications
by Jing Yu, Huihui Li, Yuying Ji and Hailan Liao
Vaccines 2025, 13(8), 782; https://doi.org/10.3390/vaccines13080782 - 23 Jul 2025
Viewed by 365
Abstract
The varicella-zoster virus is a human herpesvirus that causes varicella as the primary infection and HZ as the reactivation of a latent infection. Ten to twenty percent of cases of herpes zoster ophthalmicus (HZO) involve the ophthalmic branch of the fifth cranial nerve. [...] Read more.
The varicella-zoster virus is a human herpesvirus that causes varicella as the primary infection and HZ as the reactivation of a latent infection. Ten to twenty percent of cases of herpes zoster ophthalmicus (HZO) involve the ophthalmic branch of the fifth cranial nerve. Any area of the eye may be affected by the condition. HZ has a lifetime risk of more than 30%. Complications from herpes zoster can significantly lower quality of life. The goal of HZ vaccinations is to stop HZ activation and PHN formation. Despite the uncommon possibility of side effects such as eye problems, the majority of vaccines on the market now are safe. The purpose of this review is to discuss VZV infection and analyze and summarize the ocular complications following VZV vaccination. Full article
(This article belongs to the Special Issue Varicella and Zoster Vaccination)
20 pages, 481 KiB  
Review
Advances in Precision Therapeutics and Gene Therapy Applications for Retinal Diseases: Impact and Future Directions
by Mariam M. AlEissa, Abrar A. Alhawsawi, Raghad Alonazi, Enas Magharbil, Abeer Aljahdali, Hani B. AlBalawi, Naif M. Alali, Syed Hameed, Khaled K. Abu-Amero and Moustafa S. Magliyah
Genes 2025, 16(7), 847; https://doi.org/10.3390/genes16070847 - 21 Jul 2025
Viewed by 912
Abstract
Gene therapy has emerged as a promising treatment for several eye diseases since it may restore vision and stop blindness. Many eye diseases, including retinitis pigmentosa and macular degeneration, have historically been rather difficult to treat and usually cause permanent vision loss. However, [...] Read more.
Gene therapy has emerged as a promising treatment for several eye diseases since it may restore vision and stop blindness. Many eye diseases, including retinitis pigmentosa and macular degeneration, have historically been rather difficult to treat and usually cause permanent vision loss. However, thanks to advances in gene therapy, many disorders can now be effectively targeted and genetically changed, providing a safer, more direct, maybe even curative approach. By introducing, altering, or repairing specific genes inside the eye, gene therapy seeks to fix the defective genes causing these disorders, thereby improving general eye health and visual ability. Voretigene neparvovec is one FDA- and EMA-approved treatment for RPE65 mutations. Retinitis pigmentosa, age-related macular degeneration, X-linked retinoschisis, choroideremia, and Stargardt disease are among the several eye disorders still under clinical trials, and experimental treatment is in progress. As research on gene therapy develops, it opens the path for groundbreaking treatments that could fundamentally change the ophthalmic care scene. Full article
(This article belongs to the Section Human Genomics and Genetic Diseases)
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11 pages, 1062 KiB  
Article
Third-Generation Trabecular Micro-Bypass Implantation and Phacoemulsification in Patients with Glaucoma: A Multicenter Study
by Mitchell Shultz, Zachary M. Vest, Valerie Trubnik, Steven R. Sarkisian and Dana M. Hornbeak
Vision 2025, 9(3), 61; https://doi.org/10.3390/vision9030061 - 19 Jul 2025
Viewed by 271
Abstract
This multicenter study evaluated the effectiveness and safety of third-generation trabecular micro-bypass implantation (iStent® infinite) combined with phacoemulsification (n = 233 eyes). Key outcomes through 12 months included the mean change in intraocular pressure (IOP) and the number of topical medications, as [...] Read more.
This multicenter study evaluated the effectiveness and safety of third-generation trabecular micro-bypass implantation (iStent® infinite) combined with phacoemulsification (n = 233 eyes). Key outcomes through 12 months included the mean change in intraocular pressure (IOP) and the number of topical medications, as well as proportions achieving IOPs ≤ 18/15/12 mmHg or using 0/1/2/ ≥ 3 medications. In all eyes with 12-month follow-up data (n = 96, consistent cohort), the mean IOP reduced from 17.2 ± 4.2 mmHg preoperatively to 13.8 ± 3.0 mmHg at Month 12 (p = 0.001), while the mean number of medications reduced from 1.24 ± 0.91 preoperatively to 0.61 ± 0.96 at Month 12 (p = 0.001). The proportions of eyes achieving IOP ≤ 18/15/12 mmHg increased from 63.5%, 34.4%, and 14.6% preoperatively to 92.7%, 71.9%, and 37.5%, respectively at Month 12, (all p = 0.001). The proportions of eyes off medication increased from 16.7% preoperatively to 62.5% at Month 12 (p = 0.001). This study provides clinically relevant, real-world results that demonstrate significant reductions in IOP and the number of topical glaucoma medications required following iStent infinite trabecular micro-bypass and phacoemulsification. Full article
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20 pages, 688 KiB  
Article
Multi-Modal AI for Multi-Label Retinal Disease Prediction Using OCT and Fundus Images: A Hybrid Approach
by Amina Zedadra, Mahmoud Yassine Salah-Salah, Ouarda Zedadra and Antonio Guerrieri
Sensors 2025, 25(14), 4492; https://doi.org/10.3390/s25144492 - 19 Jul 2025
Viewed by 542
Abstract
Ocular diseases can significantly affect vision and overall quality of life, with diagnosis often being time-consuming and dependent on expert interpretation. While previous computer-aided diagnostic systems have focused primarily on medical imaging, this paper proposes VisionTrack, a multi-modal AI system for predicting multiple [...] Read more.
Ocular diseases can significantly affect vision and overall quality of life, with diagnosis often being time-consuming and dependent on expert interpretation. While previous computer-aided diagnostic systems have focused primarily on medical imaging, this paper proposes VisionTrack, a multi-modal AI system for predicting multiple retinal diseases, including Diabetic Retinopathy (DR), Age-related Macular Degeneration (AMD), Diabetic Macular Edema (DME), drusen, Central Serous Retinopathy (CSR), and Macular Hole (MH), as well as normal cases. The proposed framework integrates a Convolutional Neural Network (CNN) for image-based feature extraction, a Graph Neural Network (GNN) to model complex relationships among clinical risk factors, and a Large Language Model (LLM) to process patient medical reports. By leveraging diverse data sources, VisionTrack improves prediction accuracy and offers a more comprehensive assessment of retinal health. Experimental results demonstrate the effectiveness of this hybrid system, highlighting its potential for early detection, risk assessment, and personalized ophthalmic care. Experiments were conducted using two publicly available datasets, RetinalOCT and RFMID, which provide diverse retinal imaging modalities: OCT images and fundus images, respectively. The proposed multi-modal AI system demonstrated strong performance in multi-label disease prediction. On the RetinalOCT dataset, the model achieved an accuracy of 0.980, F1-score of 0.979, recall of 0.978, and precision of 0.979. Similarly, on the RFMID dataset, it reached an accuracy of 0.989, F1-score of 0.881, recall of 0.866, and precision of 0.897. These results confirm the robustness, reliability, and generalization capability of the proposed approach across different imaging modalities. Full article
(This article belongs to the Section Sensing and Imaging)
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17 pages, 7840 KiB  
Article
Systemic and Retinal Protective Effects of Butyrate in Early Type 2 Diabetes via Gut Microbiota–Lipid Metabolism Interaction
by Haijun Gong, Haoyu Zuo, Keling Wu, Xinbo Gao, Yuqing Lan and Ling Zhao
Nutrients 2025, 17(14), 2363; https://doi.org/10.3390/nu17142363 - 18 Jul 2025
Viewed by 439
Abstract
Background: Early neurovascular unit (NVU) impairment plays a critical role in the pathogenesis of diabetic retinopathy (DR), often preceding clinically detectable changes. Butyrate, a short-chain fatty acid (SCFA) derived from gut microbiota, has shown promising metabolic and anti-inflammatory effects. Methods: This study [...] Read more.
Background: Early neurovascular unit (NVU) impairment plays a critical role in the pathogenesis of diabetic retinopathy (DR), often preceding clinically detectable changes. Butyrate, a short-chain fatty acid (SCFA) derived from gut microbiota, has shown promising metabolic and anti-inflammatory effects. Methods: This study investigated the protective potential of oral butyrate supplementation in a mouse model of early type 2 diabetes mellitus (T2DM) induced by a high-fat diet and streptozotocin. Mice (C57BL/6J) received sodium butyrate (5 g/L in drinking water) for 12 weeks. Retinal NVU integrity was assessed using widefield swept-source optical coherence tomography angiography (WF SS-OCTA), alongside evaluations of systemic glucose and lipid metabolism, hepatic steatosis, visual function, and gut microbiota composition via 16S rRNA sequencing. Results: Butyrate supplementation significantly reduced body weight, fasting glucose, serum cholesterol, and hepatic lipid accumulation. Microbiome analysis demonstrated a partial reversal of gut dysbiosis, characterized by increased SCFA-producing taxa (Ruminococcaceae, Oscillibacter, Lachnospiraceae) and decreased pro-inflammatory, lipid-metabolism-related genera (Rikenella, Ileibacterium). KEGG pathway analysis further revealed enrichment in microbial lipid metabolism functions (fabG, ABC.CD.A, and transketolase). Retinal vascular and neurodegenerative alterations—including reduced vessel density and retinal thinning—were markedly attenuated by butyrate, as revealed by WF SS-OCTA. OKN testing indicated partial improvement in visual function, despite unchanged ERG amplitudes. Conclusions: Butyrate supplementation mitigates early NVU damage in the diabetic retina by improving glucose and lipid metabolism and partially restoring gut microbial balance. This study also underscores the utility of WF SS-OCTA as a powerful noninvasive tool for detecting early neurovascular changes in DR. Full article
(This article belongs to the Section Nutrition and Diabetes)
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13 pages, 987 KiB  
Article
Clinical and Genetic Characteristics of Senior-Loken Syndrome Patients in Korea
by Jae Ryong Song, Sangwon Jung, Kwangsic Joo, Hoon Il Choi, Yoon Jeon Kim and Se Joon Woo
Genes 2025, 16(7), 835; https://doi.org/10.3390/genes16070835 - 17 Jul 2025
Viewed by 342
Abstract
Background/Objectives: Senior-Loken syndrome (SLS) is a rare autosomal recessive renal–retinal disease caused by mutations in 10 genes. This study aimed to review the ophthalmic findings, renal function, and genotypes of Korean SLS cases. Methods: We retrospectively reviewed 17 genetically confirmed SLS [...] Read more.
Background/Objectives: Senior-Loken syndrome (SLS) is a rare autosomal recessive renal–retinal disease caused by mutations in 10 genes. This study aimed to review the ophthalmic findings, renal function, and genotypes of Korean SLS cases. Methods: We retrospectively reviewed 17 genetically confirmed SLS patients in Korea, including 9 newly identified cases and 8 previously reported. Comprehensive ophthalmologic evaluations and renal assessments were conducted. Genetic testing was performed using whole-genome sequencing (WGS), whole-exome sequencing (WES), or Sanger sequencing. Results: Among the 17 patients, patients with NPHP1 mutations were most common (35.3%), followed by those with NPHP4 (29.4%), IQCB1 (NPHP5, 29.4%), and SDCCAG8 (NPHP10, 5.9%) mutations. Patients with NPHP1 mutations showed retinitis pigmentosa (RP) sine pigmento and preserved central vision independent of renal deterioration. Patients with NPHP4 mutations showed early renal dysfunction. Two patients aged under 20 maintained relatively good visual function, but older individuals progressed to severe retinopathy. Patients with IQCB1 mutations were generally prone to early and severe retinal degeneration, typically manifesting as Leber congenital amaurosis (LCA) (three patients), while two patients exhibited milder RP sine pigmento with preserved central vision. Notably, two out of five (40.0%) maintained normal renal function at the time of diagnosis, and both had large deletions in IQCB1. The patient with SDCCAG8 mutation exhibited both end-stage renal disease and congenital blindness due to LCA. Wide-field fundus autofluorescence (AF) revealed perifoveal and peripapillary hypoAF with a perifoveal hyperAF in younger patients across genotypes. Patients under 20 years old showed relatively preserved central vision, regardless of the underlying genetic mutation. Conclusions: The clinical manifestation of renal and ocular impairment demonstrated heterogeneity among Korean SLS patients according to causative genes, and the severity of renal dysfunction and visual decline was not correlated. Therefore, simultaneous comprehensive evaluations of both renal and ocular function should be performed at the initial diagnosis to guide timely intervention and optimize long-term outcomes. Full article
(This article belongs to the Special Issue Study of Inherited Retinal Diseases—Volume II)
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18 pages, 707 KiB  
Review
Corneal Endothelial Cell Loss Following Cataract Surgery in Patients with Type 2 Diabetes Mellitus: A Comprehensive Review
by Mădălina-Casiana Salavat, Mihnea Munteanu, Vlad Chercotă, Adina Iuliana Ardelean, Amanda Schuldez, Valentin Dinu and Ovidiu Borugă
Biomedicines 2025, 13(7), 1726; https://doi.org/10.3390/biomedicines13071726 - 15 Jul 2025
Viewed by 400
Abstract
Cataract surgery, while commonly considered a routine, highly effective, and generally low-risk ophthalmic procedure, has been associated with corneal endothelial cell loss (ECL), a phenomenon particularly pronounced in patients with type 2 diabetes mellitus (DM2). This increased susceptibility in diabetic patients is often [...] Read more.
Cataract surgery, while commonly considered a routine, highly effective, and generally low-risk ophthalmic procedure, has been associated with corneal endothelial cell loss (ECL), a phenomenon particularly pronounced in patients with type 2 diabetes mellitus (DM2). This increased susceptibility in diabetic patients is often attributed to pre-existing corneal abnormalities, including compromised structural integrity and reduced endothelial cell density. Additionally, metabolic stress factors inherent to diabetes, such as chronic hyperglycemia and associated oxidative stress, further exacerbate endothelial vulnerability. Consequently, diabetic patients may experience significantly greater endothelial cell loss during and after cataract surgery, necessitating targeted surgical strategies and careful perioperative management to preserve corneal health and visual outcomes. This paper aims to conduct an extensive and detailed review of the existing scientific literature to thoroughly investigate the relationship between ECL and cataract surgery in patients diagnosed with DM2. This study conducts a critical evaluation to elucidate the mechanisms contributing to high endothelial vulnerability in individuals with diabetes. It systematically compares the rates of ECL observed in diabetic and non-diabetic populations undergoing cataract surgery, examines molecular alterations following the procedure in patients with and without DM2, identifies key risk factors influencing surgical outcomes, evaluates the impact of various surgical techniques, discusses preventative measures, and examines the long-term consequences of ECL in this specific population. Furthermore, this review analyzes the existing research to identify gaps in knowledge and suggest potential directions for future investigations. Full article
(This article belongs to the Special Issue Molecular Research in Ocular Pathology)
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20 pages, 526 KiB  
Article
Assessment of Retinal Microcirculation in Primary Open-Angle Glaucoma Using Adaptive Optics and OCT Angiography: Correlation with Structural and Functional Damage
by Anna Zaleska-Żmijewska, Alina Szewczuk, Zbigniew M. Wawrzyniak, Maria Żmijewska and Jacek P. Szaflik
J. Clin. Med. 2025, 14(14), 4978; https://doi.org/10.3390/jcm14144978 - 14 Jul 2025
Viewed by 288
Abstract
Background: This study aimed to evaluate retinal arteriole parameters using adaptive optics (AO) rtx1™ (Imagine Eyes, Orsay, France) and peripapillary and macular vessel densities with optical coherence tomography angiography (OCTA) in eyes with different stages of primary open-angle glaucoma (POAG) compared to healthy [...] Read more.
Background: This study aimed to evaluate retinal arteriole parameters using adaptive optics (AO) rtx1™ (Imagine Eyes, Orsay, France) and peripapillary and macular vessel densities with optical coherence tomography angiography (OCTA) in eyes with different stages of primary open-angle glaucoma (POAG) compared to healthy eyes. It also investigated the associations between vascular parameters and glaucoma severity, as defined by structural (OCT) and functional (visual field) changes. Methods: Fifty-seven eyes from 31 POAG patients and fifty from 25 healthy volunteers were examined. Retinal arteriole morphology was assessed using the AO rtx1™-fundus camera, which measured lumen diameter, wall thickness, total diameter, wall-to-lumen ratio (WLR), and wall cross-sectional area. OCTA was used to measure vessel densities in superficial (SCP) and deep (DCP) capillary plexuses of the macula and radial peripapillary capillary plexus (RPCP) and FAZ area. Structural OCT parameters (RNFL, GCC, rim area) and visual field tests (MD, PSD) were also performed. Results: Glaucoma eyes showed significantly thicker arteriole walls (12.8 ± 1.4 vs. 12.2 ± 1.3 µm; p = 0.030), narrower lumens (85.5 ± 10.4 vs. 100.6 ± 11.1 µm; p < 0.001), smaller total diameters (111.0 ± 10.4 vs. 124.1 ± 12.4 µm; p < 0.001), and higher WLRs (0.301 ± 0.04 vs. 0.238 ± 0.002; p < 0.001) than healthy eyes. In glaucoma patients, OCTA revealed significantly reduced vessel densities in SCP (36.39 ± 3.60 vs. 38.46 ± 1.41; p < 0.001), DCP (36.39 ± 3.60 vs. 38.46 ± 1.41; p < 0.001), and RPCP plexuses (35.42 ± 4.97 vs. 39.27 ± 1.48; p < 0.001). The FAZ area was enlarged in eyes with glaucoma (0.546 ± 0.299 vs. 0.295 ± 0.125 mm2); p < 0.001). Positive correlations were found between vessel densities and OCT parameters (RNFL, r = 0.621; GCC, r = 0.536; rim area, r = 0.489), while negative correlations were observed with visual field deficits (r = −0.517). Conclusions: Vascular deterioration, assessed by AO rtx1™ and OCTA, correlates closely with structural and functional damage in glaucoma. Retinal microcirculation changes may precede structural abnormalities in the optic nerve head. Both imaging methods enable the earlier detection, staging, and monitoring of glaucoma compared to conventional tests. Full article
(This article belongs to the Section Ophthalmology)
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40 pages, 3646 KiB  
Article
Novel Deep Learning Model for Glaucoma Detection Using Fusion of Fundus and Optical Coherence Tomography Images
by Saad Islam, Ravinesh C. Deo, Prabal Datta Barua, Jeffrey Soar and U. Rajendra Acharya
Sensors 2025, 25(14), 4337; https://doi.org/10.3390/s25144337 - 11 Jul 2025
Viewed by 623
Abstract
Glaucoma is a leading cause of irreversible blindness worldwide, yet early detection can prevent vision loss. This paper proposes a novel deep learning approach that combines two ophthalmic imaging modalities, fundus photographs and optical coherence tomography scans, as paired images from the same [...] Read more.
Glaucoma is a leading cause of irreversible blindness worldwide, yet early detection can prevent vision loss. This paper proposes a novel deep learning approach that combines two ophthalmic imaging modalities, fundus photographs and optical coherence tomography scans, as paired images from the same eye of each patient for automated glaucoma detection. We develop separate convolutional neural network models for fundus and optical coherence tomography images and a fusion model that integrates features from both modalities for each eye. The models are trained and evaluated on a private clinical dataset (Bangladesh Eye Hospital and Institute Ltd.) consisting of 216 healthy eye images (108 fundus, 108 optical coherence tomography) from 108 patients and 200 glaucomatous eye images (100 fundus, 100 optical coherence tomography) from 100 patients. Our methodology includes image preprocessing pipelines for each modality, custom convolutional neural network/ResNet-based architectures for single-modality analysis, and a two-branch fusion network combining fundus and optical coherence tomography feature representations. We report the performance (accuracy, sensitivity, specificity, and area under curve) of the fundus-only, optical coherence tomography-only, and fusion models. In addition to a fixed test set evaluation, we perform five-fold cross-validation, confirming the robustness and consistency of the fusion model across multiple data partitions. On our fixed test set, the fundus-only model achieves 86% accuracy (AUC 0.89) and the optical coherence tomography-only model, 84% accuracy (AUC 0.87). Our fused model reaches 92% accuracy (AUC 0.95), an absolute improvement of 6 percentage points and 8 percentage points over the fundus and OCT baselines, respectively. McNemar’s test on pooled five-fold validation predictions (b = 3, c = 18) yields χ2=10.7 (p = 0.001), and on optical coherence tomography-only vs. fused (b_o = 5, c_o = 20) χo2=9.0 (p = 0.003), confirming that the fusion gains are significant. Five-fold cross-validation further confirms these improvements (mean AUC 0.952±0.011. We also compare our results with the existing literature and discuss the clinical significance, limitations, and future work. To the best of our knowledge, this is the first time a novel deep learning model has been used on a fusion of paired fundus and optical coherence tomography images of the same patient for the detection of glaucoma. Full article
(This article belongs to the Special Issue AI and Big Data Analytics for Medical E-Diagnosis)
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