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Search Results (672)

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29 pages, 11403 KB  
Article
In-Vivo Characterization of Healthy Retinal Pigment Epithelium and Photoreceptor Cells from AO-(T)FI Imaging
by Sohrab Ferdowsi, Leila Sara Eppenberger, Safa Mohanna, Oliver Pfäffli, Christoph Amstutz, Lucas M. Bachmann, Michael A. Thiel and Martin K. Schmid
Vision 2025, 9(4), 91; https://doi.org/10.3390/vision9040091 (registering DOI) - 1 Nov 2025
Abstract
We provide an automated characterization of human retinal cells, i.e., RPE’s based on the non-invasive AO-TFI retinal imaging and PR’s based on the non-invasive AO-FI retinal imaging on a large-scale study involving 171 confirmed healthy eyes from 104 participants of 23 to 80 [...] Read more.
We provide an automated characterization of human retinal cells, i.e., RPE’s based on the non-invasive AO-TFI retinal imaging and PR’s based on the non-invasive AO-FI retinal imaging on a large-scale study involving 171 confirmed healthy eyes from 104 participants of 23 to 80 years old. Comprehensive standard checkups based on SD-OCT and Fondus imaging modalities were carried out by Ophthalmologists from the Luzerner Kantonsspital (LUKS) to confirm the absence of retinal pathologies. AO imaging imaging was performed using the Cellularis® device and each eye was imaged at various retinal eccentricities. The images were automatically segmented using a dedicated software and RPE and PR cells were identified and morphometric characterizations, such as cell density and area were computed. The results were stratified based on various criteria, such as age, retinal eccentricity, visual acuity, etc. The automatic segmentation was validated independently on a held-out set by five trained medical students not involved in this study. We plotted cell density variations as a function of eccentricity from the fovea along both nasal and temporal directions. For RPE cells, no consistent trend in density was observed between 0° to 9° eccentricity, contrasting with established histological literature demonstrating foveal density peaks. In contrast, PR cell density showed a clear decrease from 2.5° to 9°. RPE cell density declined linearly with age, whereas no age-related pattern was detected for PR cell density. On average, RPE cell density was found to be ≈6313 cells/mm2 (±σ=757), while the average PR cell density was calculated as ≈10,207 cells/mm2 (±σ=1273). Full article
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10 pages, 737 KB  
Case Report
Altered Sleep Patterns in Wilson’s Disease Including Shortened REM Latency
by Jan Paweł Bembenek, Tomasz Litwin, Agnieszka Antos and Wojciech Jernajczyk
Diagnostics 2025, 15(21), 2771; https://doi.org/10.3390/diagnostics15212771 (registering DOI) - 31 Oct 2025
Abstract
Background and Clinical Significance: Wilson’s disease (WD) is an inherited, multisystem disorder of copper metabolism, resulting in pathological copper accumulation in various tissues (predominantly the liver and brain) and leading to secondary organ damage and corresponding clinical manifestations. Sleep disorders are frequent in [...] Read more.
Background and Clinical Significance: Wilson’s disease (WD) is an inherited, multisystem disorder of copper metabolism, resulting in pathological copper accumulation in various tissues (predominantly the liver and brain) and leading to secondary organ damage and corresponding clinical manifestations. Sleep disorders are frequent in neurodegenerative disorders, but remain underdiagnosed and poorly characterized in WD. Case presentation: We describe the case of a 51-year-old patient with WD presenting predominantly with neurological symptoms, who underwent routine video-polysomnography (v-PSG). The examination revealed shortened sleep latency, reduced rapid eye movement (REM) sleep latency, and sleep fragmentation—features of sleep architecture frequently observed in narcolepsy. These abnormalities worsened at follow-up despite the introduction of anti-copper treatment and concomitant neurological improvement. However, the patient did not report clinical symptoms of narcolepsy, and none were confirmed by the evaluating sleep specialist. Conclusions: This case highlights that sleep disorders (SDs) are common in patients with WD. Such patients may experience a wide range of SDs, and anti-copper treatment may improve sleep quality in addition to alleviating neurological symptoms. Narcolepsy is a rare but possible manifestation of SDs in WD. Therefore, whenever symptoms suggestive of sleep disturbances occur, WD patients should be referred to a sleep specialist, as accurate diagnosis and targeted treatment may profoundly improve quality of life, daily functioning, and long-term disease management. Full article
37 pages, 2371 KB  
Review
Visual Neurorestoration: An Expert Review of Current Strategies for Restoring Vision in Humans
by Jonathon Cavaleri, Michelle Lin, Kevin Wu, Zachary Gilbert, Connie Huang, Yu Tung Lo, Vahini Garimella, Jonathan C. Dallas, Robert G. Briggs, Austin J. Borja, Jae Eun Lee, Patrick R. Ng, Kimberly K. Gokoffski and Darrin J. Lee
Brain Sci. 2025, 15(11), 1170; https://doi.org/10.3390/brainsci15111170 - 30 Oct 2025
Viewed by 25
Abstract
Visual impairment impacts nearly half a billion people globally. Corrective glasses, artificial lens replacement, and medical management have markedly improved the management of diseases inherent to the eye, such as refractive errors, cataracts, and glaucoma. However, therapeutic strategies for retinopathies, optic nerve damage, [...] Read more.
Visual impairment impacts nearly half a billion people globally. Corrective glasses, artificial lens replacement, and medical management have markedly improved the management of diseases inherent to the eye, such as refractive errors, cataracts, and glaucoma. However, therapeutic strategies for retinopathies, optic nerve damage, and distal optic pathways remain limited. The complex optic apparatus comprises multiple neural structures that transmit information from the retina to the diencephalon to the cortex. Over the last few decades, innovations have emerged to address the loss of function at each step of this pathway. Given the retina’s lack of regenerative potential, novel treatment options have focused on replacing lost retinal cell types through cellular replacement with stem cells, restoring lost gene function with genetic engineering, and imparting new light sensation capabilities with optogenetics. Additionally, retinal neuroprosthetics have shown efficacy in restoring functional vision, and neuroprosthetic devices targeting the optic nerve, thalamus, and cortex are in early stages of development. Non-invasive neuromodulation has also shown some promise in modulating the visual cortex. Recently, the first in-human whole-eye transplant was performed. While functional vision was not restored, the feasibility of such a transplant with viable tissue graft at one year was demonstrated. Subsequent studies are now focused on guidance cues for axonal regeneration past the graft site to reach the lateral geniculate nucleus. Although the methods discussed above have shown promise individually, improvements in vision have been modest at best. Achieving the goal of restoration of functional vision will clearly require further development of cellular therapies, genetic engineering, transplantation, and neuromodulation. A concerted multidisciplinary effort involving scientists, engineers, ophthalmologists, neurosurgeons, and reconstructive surgeons will be necessary to restore vision for patients with vision loss from these challenging pathologies. In this expert review article, we describe the current literature in visual neurorestoration with respect to cellular therapeutics, genetic therapies, optogenetics, neuroprosthetics, non-invasive neuromodulation, and whole-eye transplant. Full article
(This article belongs to the Special Issue Novel Neuroimaging of Neurological and Psychiatric Disorders)
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12 pages, 247 KB  
Article
Age- and Sex-Related Normative Anterior Segment Parameters Using Swept-Source OCT: Insights from Pediatric to Elderly Populations
by Hatice Kubra Sonmez, Zeynep Akkul, Hidayet Sener, Erinc Buyukpatır Deneme, Elif Er Arslantas, Cem Evereklioglu, Fatih Horozoglu, Osman Ahmet Polat and Hatice Arda
J. Clin. Med. 2025, 14(21), 7558; https://doi.org/10.3390/jcm14217558 - 24 Oct 2025
Viewed by 202
Abstract
Objectives: To establish normative data for anterior segment parameters in healthy pediatric and adult populations using swept-source optical coherence tomography (SS-OCT), and to evaluate the influence of age and sex on these parameters. Methods: This retrospective study included the right eyes [...] Read more.
Objectives: To establish normative data for anterior segment parameters in healthy pediatric and adult populations using swept-source optical coherence tomography (SS-OCT), and to evaluate the influence of age and sex on these parameters. Methods: This retrospective study included the right eyes of 390 healthy participants. Subjects were divided into three age groups: Group 1 (6–17 years, n = 97), Group 2 (18–45 years, n = 144), and Group 3 (46–77 years, n = 149). All patients were categorized according to their biological sex as female and male. Exclusion criteria were corneal pathology, prior intraocular/refractive surgery, recent contact lens use, severe dry eye, ectatic disorders, low-quality imaging, and refractive error of ±2.0 D or greater. Measurements of anterior and posterior keratometry, total corneal power (TCP), central corneal thickness (CCT), thinnest corneal thickness (TCT), pupil diameter (PD), lens thickness (LT), and white-to-white distance (WTW) were obtained using the Anterion® SS-OCT system. Data were analyzed using SPSS software. Results: Group 1 demonstrated the highest PD and CCT values, whereas LT was lowest. In adults, LT increased with age and was significantly higher in males older than 45 years. Keratometric analysis revealed greater anterior and total steep astigmatism in the pediatric group, independent of sex. Adult females had significantly higher anterior and posterior keratometry values compared with males. In the pediatric cohort, females exhibited greater CCT, while WTW varied with age. PD decreased with age, whereas LT increased. Conclusions: Anterior segment parameters measured with SS-OCT show significant variations across different age groups and between sexes. Normative data, particularly for pediatric and adult populations, may serve as valuable reference values in keratorefractive surgical planning and corneal pathology assessment. Future studies with larger cohorts, especially in pediatric populations, are warranted. Full article
(This article belongs to the Section Ophthalmology)
23 pages, 1539 KB  
Review
Sex Differences in Oxidative Stress Concerning Allergic Diseases
by Mattia Cristallo, Fabiana Furci, Marco Casciaro, Sebastiano Gangemi and Eustachio Nettis
Biomolecules 2025, 15(10), 1461; https://doi.org/10.3390/biom15101461 - 16 Oct 2025
Viewed by 506
Abstract
In recent years, the role of sexual hormones in the pathogenesis and progression of various diseases has progressively being established, which attempts to explain immune dimorphism. Whether physiological or pathological, variations in hormones influence the inflammatory response and adaptive systems to control increased [...] Read more.
In recent years, the role of sexual hormones in the pathogenesis and progression of various diseases has progressively being established, which attempts to explain immune dimorphism. Whether physiological or pathological, variations in hormones influence the inflammatory response and adaptive systems to control increased productions of reactive oxygen species, reactive nitrogen species, and free radicals. Primary allergic respiratory and skin diseases were taken into consideration, and possible biomarkers of oxidative stress related to sex differences in the onset and development of atopic diseases were analyzed. Understanding how these variables interact with each other, and evaluating the possible common targets, lays the foundation for the development of tailored therapies with an eye to precision medicine. Full article
(This article belongs to the Special Issue The Immune System and Allergies)
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28 pages, 678 KB  
Systematic Review
OCTA Biomarkers Underlying Structure–Function Correlations in Idiopathic Epiretinal Membrane: A Systematic Review
by Anca Mădălina Sere, George Adrian Muntean, Andreea Petra Cristea and Simona Delia Nicoară
Diagnostics 2025, 15(20), 2596; https://doi.org/10.3390/diagnostics15202596 - 15 Oct 2025
Viewed by 407
Abstract
Background: Idiopathic epiretinal membrane (iERM) is a common retinal pathology in elderly patients, thought to originate primarily from an anomalous process of posterior vitreous detachment. The standard treatment is pars plana vitrectomy (PPV) with membrane peeling. No consensus exists regarding the optimal timing [...] Read more.
Background: Idiopathic epiretinal membrane (iERM) is a common retinal pathology in elderly patients, thought to originate primarily from an anomalous process of posterior vitreous detachment. The standard treatment is pars plana vitrectomy (PPV) with membrane peeling. No consensus exists regarding the optimal timing of surgery, nor is it clear which patients are most likely to benefit. Given that iERM profoundly affects retinal vascular morphology and function, optical coherence tomography angiography (OCTA) has emerged as a valuable tool for identifying potential biomarkers. This systematic review aimed to synthesize the available evidence on OCTA-derived biomarkers and their correlations with visual function before and/or after surgical intervention in iERM, with a particular focus on their prognostic value for postoperative outcomes. Methods: A systematic search of PubMed/MEDLINE and Scopus was conducted on the 20th of May 2025 in accordance with the Preferred Reporting Items for Systematic Reviews and Meta-Analyses (PRISMA) guidelines. Eligible studies included patients with iERM undergoing vitreoretinal surgery, used OCTA for pre- and/or postoperative assessment, investigated structure–function correlations, and were designed as clinical trials, observational studies, or case series with more than 10 patients. Exclusion criteria were studies with ≤10 cases, absence of separate iERM analysis, lack of surgical intervention, or non-English language. Data extraction covered study design, demographics, surgical approach, OCTA device, follow-up, OCTA biomarkers, and structure–function outcomes. Risk of bias in observational studies was assessed using the National Institute of Health (NIH) Quality Assessment Tool for Observational Cohort and Cross-Sectional Studies. Results: The search yielded 1053 records, of which 71 underwent full-text review and 43 met eligibility criteria. All included studies were observational, encompassing 1958 eyes from 1953 patients. The most frequently investigated biomarkers were the foveal avascular zone (FAZ) area and related parameters, vessel density (VD), and foveal density 300 (FD-300). Additional studies evaluated average vessel length (VL), blood flow area, vessel length density (VLD), vessel tortuosity (VT), fractal dimension (FD), and perfusion capacity (PC). Conclusions: By consolidating current evidence, this systematic review provides a comprehensive overview of structure–function correlations in iERM and highlights the potential of OCTA-derived metrics as biomarkers of disease severity and surgical prognosis. These findings help clarify underlying mechanisms of visual decline and establish the context for further research. Nonetheless, interpretation is limited by the observational design of all included studies and by heterogeneity in OCTA methodology and nomenclature, underscoring the need for standardization to improve comparability and foster greater coherence across studies. No funding was provided for this review. Full article
(This article belongs to the Special Issue Optical Coherence Tomography in Diagnosis of Ophthalmology Disease)
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12 pages, 1205 KB  
Article
Alterations of Bioactive Lipid Profiles in the Retina Following Traumatic Optic Neuropathy in Mice
by Min Young Kim, Nandini Koneru, Gieth Alahdab, Michael Risner, Ahmed S. Ibrahim, Krishna Rao Maddipati and Mohamed Al-Shabrawey
Biomolecules 2025, 15(10), 1450; https://doi.org/10.3390/biom15101450 - 14 Oct 2025
Viewed by 391
Abstract
Traumatic optic neuropathy (TON) causes vision loss through compression and contusion, yet there is no consensus on the most effective treatment. Polyunsaturated fatty acid (PUFA)-derived bioactive lipids metabolized by lipoxygenase (LOX), cytochrome P450 (CYP), and cyclooxygenase (COX) enzymes are known mediators of inflammation [...] Read more.
Traumatic optic neuropathy (TON) causes vision loss through compression and contusion, yet there is no consensus on the most effective treatment. Polyunsaturated fatty acid (PUFA)-derived bioactive lipids metabolized by lipoxygenase (LOX), cytochrome P450 (CYP), and cyclooxygenase (COX) enzymes are known mediators of inflammation and neurodegeneration. However, their role in TON-related retinal pathology remains unclear. Controlled orbital impact (COI) was used to induce unilateral TON in mice with controlled velocity (2–3 m/s), with the fellow eye serving as an internal control. Retina tissues were collected three days post-injury and analyzed by LC/MS to quantify bioactive lipid metabolites from ω−6 and ω−3 PUFAs. Statistical analysis was performed using paired, nonparametric Wilcoxon signed-rank tests with Benjamini–Hochberg false discovery rate (FDR) correction. Results showed that among 38 reliably detected metabolites, no individual lipid showed a statistically significant difference between TON and control eyes after FDR correction (q < 0.05). However, both individual and pathway-level analysis revealed consistent trends toward increased expression of LOX- and CYP-derived metabolites across FDA PUFA substrates, including arachidonic acid (AA), linoleic acid (LA), and docosahexaenoic acid (DHA). These findings support further investigation into lipid-mediated inflammation in TON and its potential as a therapeutic target, particularly through expanding both the sample size and the post-TON time periods. Full article
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8 pages, 629 KB  
Case Report
Persistent Liver Manifestations in Allopurinol-Induced Sweet’s Syndrome: An Uncommon Case Report
by Amalia Papanikolopoulou, Sofia M. Siasiakou, Kosmas Pantazopoulos, Ioannis P Trontzas, Eleni Fyta, Oraianthi Fiste, Ekaterini Syrigou and Nikolaos Syrigos
J. Clin. Med. 2025, 14(20), 7186; https://doi.org/10.3390/jcm14207186 - 12 Oct 2025
Viewed by 571
Abstract
Background/Objectives: Sweet’s syndrome (SS), also known as acute febrile neutrophilic dermatosis, is a rare inflammatory skin disorder that may also present with extracutaneous manifestations. Liver involvement is thought to result from sterile neutrophilic infiltration, mirroring the skin pathology and highlighting the syndrome’s systemic [...] Read more.
Background/Objectives: Sweet’s syndrome (SS), also known as acute febrile neutrophilic dermatosis, is a rare inflammatory skin disorder that may also present with extracutaneous manifestations. Liver involvement is thought to result from sterile neutrophilic infiltration, mirroring the skin pathology and highlighting the syndrome’s systemic inflammatory nature. Timely recognition, exclusion of infectious or autoimmune etiologies, and prompt corticosteroid therapy are critical for favorable outcomes. Methods: Herein, we present the case of a 73-year-old man with hyperuricemia who developed both cutaneous and systemic manifestations of SS seven days after initiating allopurinol treatment. His symptoms included fever, conjunctivitis in the right eye, and painful, non-pruritic erythematous plaques, some with pustules, on the lower limbs, palms, and face. Results: Initial laboratory investigations revealed neutrophilic leukocytosis, elevated inflammatory markers, and renal and hepatic dysfunction. Empirical treatment with antibiotics and antivirals failed to improve his condition. The patient discontinued allopurinol and initiated a high-dose corticosteroid regimen, leading to rapid resolution of fever and improvement in skin lesions. Laboratory parameters gradually normalized, except for persistent high liver enzymes. A comprehensive diagnostic workup ruled out infectious, autoimmune, and malignant causes. Imaging studies, including CT, MRI, and MRCP, showed no structural liver abnormalities. Skin biopsy findings were consistent with SS, demonstrating dense neutrophilic infiltrates in the reticular dermis and papillary dermal edema. After his discharge, he was followed up by the Hepatology unit. The patients’ liver enzyme levels normalized within three months with no recurrence or late complications one year later. Conclusions: In the context of drug-induced SS, persistent hepatic abnormalities, although rare, may occur in patients without underlying liver disease. Full article
(This article belongs to the Special Issue Fresh Insights in Skin Disease)
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15 pages, 1079 KB  
Review
P2Y2 Receptor Signaling in Health and Disease
by Fatemeh Salarpour and Jean Sévigny
Int. J. Mol. Sci. 2025, 26(19), 9815; https://doi.org/10.3390/ijms26199815 - 9 Oct 2025
Viewed by 670
Abstract
P2Y2 receptors are a subclass of G protein-coupled receptors activated by the extracellular nucleotides ATP and UTP. These receptors are widely expressed in multiple tissues—including the brain, lungs, heart, and kidneys—and play pivotal roles in inflammation, wound healing, and cell migration. Through [...] Read more.
P2Y2 receptors are a subclass of G protein-coupled receptors activated by the extracellular nucleotides ATP and UTP. These receptors are widely expressed in multiple tissues—including the brain, lungs, heart, and kidneys—and play pivotal roles in inflammation, wound healing, and cell migration. Through coupling with various G proteins, P2Y2 receptors initiate diverse intracellular signaling pathways that mediate calcium mobilization, cytokine release, and cytoskeletal reorganization. Recent studies highlight their dual roles in health and disease. In physiological contexts, P2Y2 receptors contribute to immune modulation and tissue repair. In pathological conditions, they are implicated in Alzheimer’s disease by promoting non-amyloidogenic processing of amyloid precursor protein and in dry eye disease by enhancing mucin secretion while modulating ocular inflammation. They also influence chloride secretion and mucosal hydration in cystic fibrosis and contribute to inflammatory regulation and epithelial repair in inflammatory bowel disease. Additionally, P2Y2 receptors modulate breast cancer progression by regulating cell adhesion, migration, and matrix remodeling. Their involvement in blood pressure regulation via epithelial sodium channel modulation and their facilitative role in HIV-1 entry further underscore their clinical significance. These multifaceted functions position P2Y2 receptors as promising therapeutic targets for diverse diseases, warranting further investigation for translational applications. Full article
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26 pages, 735 KB  
Review
Protective Effects of PACAP in Diabetic Complications: Retinopathy, Nephropathy and Neuropathy
by Dora Reglodi, Andrea Tamas, Inez Bosnyak, Tamas Atlasz, Edina Szabo, Lina Li, Gabriella Horvath, Balazs Opper, Peter Kiss, Liliana Lucas, Grazia Maugeri, Agata Grazia D’Amico, Velia D’Agata, Eszter Fabian, Gyongyver Reman and Alexandra Vaczy
Int. J. Mol. Sci. 2025, 26(19), 9650; https://doi.org/10.3390/ijms26199650 - 3 Oct 2025
Viewed by 505
Abstract
Pituitary adenylate cyclase-activating polypeptide (PACAP) is a neuropeptide exerting, among others, strong trophic and protective effects. It plays a role in several physiological functions, including glucose homeostasis. The protective effects of PACAP are mainly mediated via its specific PAC1 receptor by stimulating anti-inflammatory, [...] Read more.
Pituitary adenylate cyclase-activating polypeptide (PACAP) is a neuropeptide exerting, among others, strong trophic and protective effects. It plays a role in several physiological functions, including glucose homeostasis. The protective effects of PACAP are mainly mediated via its specific PAC1 receptor by stimulating anti-inflammatory, anti-apoptotic and antioxidant pathways. The aim of the present review is to summarize data on the protective effects of PACAP in the three major complications of diabetes, retinopathy, nephropathy and neuropathy, as well as some other complications. In type 1 and type 2 diabetic retinopathy models and in glucose-exposed cells of the eye, PACAP counteracted the degeneration of retinal layers and inhibited apoptosis and factors leading to abnormal vessel growth. In models of nephropathy, kidney morphology was better retained after PACAP administration, with decreased apoptosis and fibrosis. In diabetic neuropathy, PACAP protected against axonal–myelin lesions and less activation in pain processing centers. This neuropeptide has several other beneficial effects in diabetes-induced complications like altered vascular response, cognitive deficits and atherosclerosis. The promising therapeutic effects of PACAP in several pathological conditions have encouraged researchers to design PACAP-related drugs and to develop ways to enhance tissue delivery. These intentions are expected to result in overcoming the hurdles preventing PACAP from being introduced into therapeutic treatments, including diabetes-related conditions. Full article
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16 pages, 1318 KB  
Article
Exploratory Metabolomic Fingerprinting of Aqueous Humor in Healthy Horses and Donkeys, and in Horses with Ocular Pathologies
by Ignacio Corradini, Eduard Jose-Cunilleras, Pau Nolis, María Mar López-Murcia and Aloma Mayordomo-Febrer
Animals 2025, 15(19), 2810; https://doi.org/10.3390/ani15192810 - 26 Sep 2025
Viewed by 331
Abstract
This study aims to generate foundational metabolomic data of aqueous humor (AH) in healthy horses and donkeys, and to investigate potential changes or trends in the metabolomic profile associated with age, sex or ocular pathology in horses. The AH metabolomic fingerprint from 5 [...] Read more.
This study aims to generate foundational metabolomic data of aqueous humor (AH) in healthy horses and donkeys, and to investigate potential changes or trends in the metabolomic profile associated with age, sex or ocular pathology in horses. The AH metabolomic fingerprint from 5 donkeys and 35 equine eyes (17 controls, 8 with cataracts, 6 with retinal disease and 4 with anterior chamber disease (ACD)) were analyzed using nuclear magnetic resonance (NMR) spectroscopy. A linear mixed-effects model, with individual horse as a random effect and group as a fixed effect, with multiple testing correction using the Benjamini–Hochberg false discovery rate (FDR) method was used to compare groups. The metabolomic profile of the donkeys and horse’s AH is very similar to that of other mammals. Threonine was higher in young horses (p = 0.04), and creatinine was elevated in males (p = 0.04). Compared with control groups, dimethyl sulfone was higher in the retina (p < 0.00) and cataract (p = 0.05) groups. Arginine (p = 0.05) and valine (p = 0.03) were lower in the retina group compared to controls. This study successfully characterized the AH metabolomic profile in healthy horses and donkeys and identified several metabolites that could be associated with ocular pathology, warranting further investigation to determine their potential as biomarkers of ocular disease. Full article
(This article belongs to the Section Equids)
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8 pages, 2031 KB  
Proceeding Paper
Implementation of the VGG19 Model with Transfer Learning for Retinal Disease Diagnosis: A Study on Normal Eyes, Diabetic Retinopathy, Cataract, and Glaucoma Datasets
by Ivana Lucia Kharisma, Susanti, Rustiani, Riski Abdilah Pratama and Kamdan
Eng. Proc. 2025, 107(1), 111; https://doi.org/10.3390/engproc2025107111 - 25 Sep 2025
Viewed by 273
Abstract
Retinal disorders, such as diabetic retinopathy, cataract, and glaucoma, are among the leading causes of vision loss and blindness worldwide. The use of normal data in diagnostic studies provides a basis for distinguishing between pathological and healthy conditions. Complete and accurate diagnosis of [...] Read more.
Retinal disorders, such as diabetic retinopathy, cataract, and glaucoma, are among the leading causes of vision loss and blindness worldwide. The use of normal data in diagnostic studies provides a basis for distinguishing between pathological and healthy conditions. Complete and accurate diagnosis of these conditions is essential for effective treatment and prevention of recurrence. This study focuses on the VGG19 model and transfer learning to classify retinal conditions such as normal, diabetic, cataract, and glaucoma. A publicly available dataset from Kaggle consisting of labeled retinal images is used for training and evaluation. The data used in this study consists of 400 retinal images, each consisting of 100 images per class, where there are four classes consisting of normal eyes, cataract, diabetic retinopathy and glaucoma. In 50 epochs of training, Adam optimization and softmax function activation, the modeling performance measured using the confusion matrix, including the accuracy, precision, recall and F1 score, achieves accuracy results of 0.91 for 320 training data and 0.88 for 80 validation data. The loss value is 0.18 for the training data and 0.31 for the validation data. Using the test data, the values of the cataract class are 0.94 for precision, 0.8 for recall, and 0.86 for the F1 score. The values are 0.91 for precision, 1.00 for recall and 0.95 for the F1 score in the diabetic retinopathy class. For glaucoma, the scores are 0.74 for precision, 0.85 for recall, and 0.79 for the F1 score. The normal class has scores of 1.00 for precision, 0.9 for recall and 0.95 for the F1 score. Given the performance test results shown above, VGG19 modeling for diagnosing retinal disease provides quite good results. Future research can expand this research by combining additional datasets and exploring other neural network architectures to improve the diagnostic performance. Full article
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27 pages, 14691 KB  
Article
DOSA-YOLO: Improved Model Research for the Detection of Common Chicken Diseases Using Phenotypic Features
by Xiaofeng Guo, Yun Wang, Jianhui Li, Qin Li, Zhenhuan Zuo and Zhenyu Liu
Agriculture 2025, 15(19), 1996; https://doi.org/10.3390/agriculture15191996 - 23 Sep 2025
Viewed by 431
Abstract
Chicken farming plays a crucial role in the global food supply; however, the frequent occurrence of chicken diseases presents a substantial challenge to the industry’s sustainable development. This study introduces an enhanced YOLOv11 model, DOSA-YOLO, designed to detect four prevalent chicken diseases: avian [...] Read more.
Chicken farming plays a crucial role in the global food supply; however, the frequent occurrence of chicken diseases presents a substantial challenge to the industry’s sustainable development. This study introduces an enhanced YOLOv11 model, DOSA-YOLO, designed to detect four prevalent chicken diseases: avian pox, coccidiosis, Mycoplasma gallisepticum, and Newcastle disease. The research team developed an intelligent inspection robot to capture multi-angle images in intensive farming environments, constructing a five-class dataset comprising 8052 images. These images were categorized based on phenotypic features such as comb, eyes, and wattles, as well as pathological anatomical characteristics. To address challenges such as complex backgrounds, multi-scale lesions, and occlusion interference, three attention-enhancement modules—MSDA, MDJA, and SEAM—were integrated into the YOLOv11. The model was trained and validated using the constructed dataset and compared against seven other algorithms, including YOLOv5n, YOLOv7tiny, YOLOv8n, YOLOv9t, YOLOv10n, YOLOv11n, YOLOv12n, and Faster R-CNN. Experimental results demonstrated that DOSA-YOLO achieved a mean Average Precision (mAP) of 97.2% and an F1-score of 95.0%, outperforming the seven other algorithms while maintaining a balance between lightweight design and performance with GFLOPs of 6.9 and 2.87 M parameters. The model provides strong support for real-time chicken health monitoring in intensive farming environments. Full article
(This article belongs to the Section Farm Animal Production)
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16 pages, 6289 KB  
Article
The Clinical Value of the Ferning Test in Monitoring Dry Eye Syndrome in Patients with Sarcoidosis
by Călina Anda Sandu, Cosmin Victor Ganea, Vlad Constantin Donica, Anisia Iuliana Alexa, Ioana Alexandra Sandu, Madalina Ioana Bilha and Camelia Margareta Bogdănici
Life 2025, 15(9), 1464; https://doi.org/10.3390/life15091464 - 18 Sep 2025
Viewed by 439
Abstract
Background: Sarcoidosis is a systemic inflammatory disease characterized by the formation of non-caseating granulomas, predominantly affecting the lungs and lymph nodes. However, the disease can affect any organ, including the eye, where it most commonly manifests as uveitis and dry eye disease (DED). [...] Read more.
Background: Sarcoidosis is a systemic inflammatory disease characterized by the formation of non-caseating granulomas, predominantly affecting the lungs and lymph nodes. However, the disease can affect any organ, including the eye, where it most commonly manifests as uveitis and dry eye disease (DED). The Ferning Test (FT), a non-invasive method for tear film analysis, offers insight into tear quality. Through this study, we aimed to evaluate the ability of the FT to diagnose and differentiate DED in patients with sarcoidosis. Methods: The study included a sample of 30 patients, divided into three groups, each consisting of 10 patients: one group of patients with sarcoidosis and dry eye disease (S-DED), one group of patients with DED without other systemic pathologies, and a control group of healthy individuals. Tear film samples were collected from the right eye of each participant, without stimulation, by microcapillarity. A drop of tear was spread on a microscope slide, allowed to dry, and then examined under a microscope to analyze the crystallization pattern. Results: Microscopic analysis revealed a significant difference in the structure and morphology of crystallization, as well as in the number of formed branchings, in sarcoidosis patients compared to patients in the other two groups. This finding suggests a distinct alteration in tear film composition in patients with sarcoidosis. Conclusions: Based on these results, the FT represents a valuable and promising tool for the diagnosis of DED associated with sarcoidosis. Being a non-invasive, easy-to-perform, and inexpensive test, it can be widely implemented in any ophthalmology department, opening perspectives for the test to become an important component among the diagnostic elements of dry eye syndrome in patients with sarcoidosis. Full article
(This article belongs to the Special Issue Prognosis and Management of Dry Eye Disease)
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11 pages, 1231 KB  
Article
Harnessing Visual Neuroplasticity Through Auditory Biofeedback—Functional and Electrophysiological Gains Across Retinal, Optic-Nerve, and Cortical Visual Impairment: A Prospective Pilot Study
by Marco Zeppieri, Roberta Amato, Daniela Catania, Mutali Musa, Alessandro Avitabile, Fabiana D’Esposito, Caterina Gagliano, Matteo Capobianco and Simonetta Gaia Nicolosi
Clin. Pract. 2025, 15(9), 170; https://doi.org/10.3390/clinpract15090170 - 17 Sep 2025
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Abstract
Background: This prospective pilot study included four participants with chronic visual impairment and assessed functional and electrophysiological recovery following visual evoked potential (VEP)-guided auditory biofeedback across diverse etiologies. Low vision affects more than two billion people worldwide and imposes a sustained personal and [...] Read more.
Background: This prospective pilot study included four participants with chronic visual impairment and assessed functional and electrophysiological recovery following visual evoked potential (VEP)-guided auditory biofeedback across diverse etiologies. Low vision affects more than two billion people worldwide and imposes a sustained personal and socioeconomic burden. Conventional rehabilitation emphasizes optical aids and environmental modification without directly stimulating the visual pathway. Emerging evidence indicates that auditory biofeedback based on real-time cortical activity can leverage adult neuroplasticity. Methods: Four men (mean age 58 ± 12 years) with chronic visual impairment attributable to occipital stroke, stage IV macular hole, end-stage open-angle glaucoma, or diabetic maculopathy completed ten 10-min monocular sessions with the Retimax Vision Trainer over three weeks (15 Hz pattern reversal, 90% contrast). Primary end points were best corrected visual acuity (BCVA, ETDRS letters) and P100 amplitude/latency. Fixation stability was recorded with MAIA microperimetry when feasible. A focused PubMed review (2010–2025) mapped current evidence and research gaps. Results: Median BCVA improved by seven letters (IQR 0–15); three of eight eyes gained ≥ 10 letters and none lost vision. Mean P100 amplitude increased from 1.0 ± 1.2 µV to 3.0 ± 1.1 µV, while latency shortened by 3.9 ms. Electrophysiological improvement paralleled behavioural gain irrespective of lesion site. No adverse events occurred. Conclusions: A concise course of VEP-guided auditory biofeedback produced concordant functional and neurophysiological gains across retinal, optic nerve, and cortical pathologies. These pilot data support integration of closed-loop biofeedback into routine low vision care and justify larger sham-controlled trials. Full article
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