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21 pages, 1087 KB  
Article
Standardized Berry Extract Improves Selected Visual Function Outcomes in Presbyopia: A Randomized, Double-Blind, Placebo-Controlled Crossover Trial with Exploratory Biomarker Analysis
by Dorota Szumny, Alicja Zofia Kucharska, Karolina Czajor, Karolina Kaptsiuh, Sabina Ziółkowska, Patrycja Krzyżanowska-Berkowska, Marta Misiuk-Hojło, Monika Skrzypiec-Spring, Jakub Szyller, Adam Szeląg and Tomasz Sozański
Nutrients 2026, 18(6), 1016; https://doi.org/10.3390/nu18061016 - 23 Mar 2026
Abstract
Background/Objectives: Presbyopia is an age-related decline in near vision associated with lens stiffening and neuroretinal changes, while evidence for the effects of berry-derived phytochemicals remains limited. We investigated whether AKB, a double-standardised berry extract (anthocyanins ≥ 25%, iridoids ≥ 4.5%) from Aronia melanocarpa [...] Read more.
Background/Objectives: Presbyopia is an age-related decline in near vision associated with lens stiffening and neuroretinal changes, while evidence for the effects of berry-derived phytochemicals remains limited. We investigated whether AKB, a double-standardised berry extract (anthocyanins ≥ 25%, iridoids ≥ 4.5%) from Aronia melanocarpa, Lonicera caerulea, and Vaccinium myrtillus, influences visual performance and circulating biomarkers potentially relevant to ocular homeostasis. Methods: In a randomised, double-blind, placebo-controlled, two-period crossover trial, 23 adults aged >50 years received AKB (400 mg twice daily) or placebo for 6 weeks, separated by a 5-week washout. Results: Compared with placebo, AKB was associated with improvements in selected visual-function outcomes, including near contrast sensitivity and visual-field parameters, together with directionally favourable changes in VEP and OCT readouts. AKB supplementation was also associated with lower circulating αA-/αB-crystallin and ALDH1A1 levels and higher circulating TRPV4 levels, whereas systemic antioxidant enzymes and advanced glycation end-products remained unchanged. Given the small sample size and the indirect nature of the biomarker assessment, these findings should be considered preliminary. Conclusions: Overall, short-term AKB supplementation was associated with modest, exploratory changes in selected functional and systemic biomarker outcomes, but larger and longer-term studies are needed to confirm clinical relevance and clarify underlying mechanisms. Full article
(This article belongs to the Section Phytochemicals and Human Health)
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14 pages, 619 KB  
Review
From Observation to Surgery: A Review of Literature and an Updated Algorithm for Acquired Retinoschisis and Schisis-Detachment
by Alessandra Scampoli and Tomaso Caporossi
Med. Sci. 2026, 14(1), 159; https://doi.org/10.3390/medsci14010159 - 23 Mar 2026
Abstract
This review critically synthesizes current evidence regarding the natural history, advanced diagnostic imaging, and therapeutic interventions for acquired retinoschisis and retinoschisis-associated retinal detachment. A systematic search of PubMed and Embase databases was conducted for literature published up to 2026, focusing on comparative outcomes [...] Read more.
This review critically synthesizes current evidence regarding the natural history, advanced diagnostic imaging, and therapeutic interventions for acquired retinoschisis and retinoschisis-associated retinal detachment. A systematic search of PubMed and Embase databases was conducted for literature published up to 2026, focusing on comparative outcomes of scleral buckling versus pars plana vitrectomy and novel imaging modalities. The advent of ultra-widefield optical coherence tomography has shifted the diagnostic paradigm, enabling the precise identification of outer layer breaks as the primary biomarkers for progression. While observation is mandated for asymptomatic, non-progressive cases, the choice between buckling and vitrectomy for active detachments is often driven by surgeon preference rather than anatomical necessity. We propose an updated decision-making algorithm that integrates lens status, break localization, and vitreous findings to guide the surgical approach. Moving beyond a “one-size-fits-all” strategy, this review advocates for a personalized management plan that balances anatomical success with long-term quality of life. Full article
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18 pages, 796 KB  
Review
Clinical Value of Optical Coherence Tomography in Craniopharyngioma
by Klaudia Rakusiewicz-Krasnodębska, Agnieszka Bogusz-Wójcik, Anna Chmielarz-Czarnocińska, Elżbieta Moszczyńska and Wojciech Hautz
Cancers 2026, 18(6), 1030; https://doi.org/10.3390/cancers18061030 - 23 Mar 2026
Abstract
Craniopharyngioma (CP) is a rare benign tumor of the sellar and suprasellar region that often compresses the optic pathways, causing significant visual impairment in both children and adults. The early detection and monitoring of optic nerve involvement are essential for preserving visual function. [...] Read more.
Craniopharyngioma (CP) is a rare benign tumor of the sellar and suprasellar region that often compresses the optic pathways, causing significant visual impairment in both children and adults. The early detection and monitoring of optic nerve involvement are essential for preserving visual function. Optical coherence tomography (OCT) and OCT angiography (OCTA) are noninvasive, high-resolution imaging modalities that provide quantitative assessment of retinal nerve fiber layer (RNFL) thickness, ganglion cell complex (GCC), and retinal microvasculature. Thinning of the RNFL and GCC correlates with visual field defects and reduced visual acuity and may also serve as a predictor of postoperative visual recovery. OCTA reveals microvascular alterations that may precede structural damage and, together with other imaging parameters, can be used to estimate the likelihood of visual improvement after neurosurgery. This review summarizes current evidence on the use of OCT and OCTA in CP, highlighting their applications in assessment of optic pathway involvement, preoperative evaluation, postoperative monitoring, and risk stratification. Based on our clinical experience, we propose a table with recommended OCT parameters and follow-up intervals. Importantly, OCT should be interpreted alongside the visual acuity, visual field testing, and fundus examination for comprehensive assessment. Future directions include the standardization of imaging protocols and prospective multicenter studies, and integration of OCTA metrics into predictive models of visual outcomes. OCT and OCTA provide objective, reproducible biomarkers that support individualized patient care and may improve visual prognosis in CP. Full article
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11 pages, 683 KB  
Article
Optical Coherence Tomography Angiography Findings in Primary Progressive Multiple Sclerosis Patients Receiving Ocrelizumab Treatment
by Burçin Çakır, Seren Kaplan Güngördü, Nilgün Özkan Aksoy and Dilcan Kotan
Diagnostics 2026, 16(6), 936; https://doi.org/10.3390/diagnostics16060936 - 22 Mar 2026
Abstract
Objectives: The aim of this study was to evaluate macular vessel area densities (superficial and deep) and foveal avascular zone (FAZ) measurements using OCT-A in the eyes of primary progressive multiple sclerosis (PPMS) patients receiving Ocrelizumab treatment with or without optic nerve [...] Read more.
Objectives: The aim of this study was to evaluate macular vessel area densities (superficial and deep) and foveal avascular zone (FAZ) measurements using OCT-A in the eyes of primary progressive multiple sclerosis (PPMS) patients receiving Ocrelizumab treatment with or without optic nerve involvement. Methods: The medical records of PPMS patients who received Ocrelizumab treatment at least once were reviewed. Retinal nerve fiber layer (RNFL) thickness measurements and OCT-A analysis were conducted on the PPMS patients and on age-matched healthy individuals. The patient group was divided into two subgroups: eyes with optic neuritis (PPMS+ON) and eyes without ON (PPMS-ON). Central and mean superficial vessel area (SVA) and deep vessel area (DVA) densities, as well as foveal avascular zone (FAZ) measurements, were analyzed. All parameters were statistically compared between groups and subgroups. Results: A total of 38 PPMS patients receiving Ocrelizumab treatment and 31 healthy individuals were included in this study. Statistically significant differences were observed between the groups in terms of best corrected visual acuity (BCVA), RNFL thickness, and the superficial vessel area densities for all parts except for the central part. In terms of deep vessel area densities, differences were found in the central and inferior parts. The mean FAZ area also showed a statistically significant difference between groups. Mean RNFL thickness differed significantly between the subgroups. Mean nasal, temporal, inferior part, and total superficial vessel area densities were statistically different between the subgroups. The central and inferior parts of the deep vessel area densities showed statistically significant differences. The mean FAZ area was also statistically different between the subgroups. Conclusions: The findings suggest that macular superficial and deep vascular densities are affected in PPMS patients receiving the same therapy modality and that previous optic neuritis may influence the results. Full article
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13 pages, 2876 KB  
Article
A Frequency-Aware Self-Supervised Framework for MEMS-OCT Denoising
by Gaolin Zhang, Zonghao Li, Hui Zhao, Zhe Peng and Huikai Xie
Biosensors 2026, 16(3), 177; https://doi.org/10.3390/bios16030177 - 21 Mar 2026
Abstract
Optical coherence tomography (OCT) is a key biological sensing and imaging tool widely used in biomedical detection, and its images are often degraded by multiplicative speckle noises—especially when micro-electro-mechanical system (MEMS) mirrors are employed in endoscopic OCT imaging, which reduces visual quality and [...] Read more.
Optical coherence tomography (OCT) is a key biological sensing and imaging tool widely used in biomedical detection, and its images are often degraded by multiplicative speckle noises—especially when micro-electro-mechanical system (MEMS) mirrors are employed in endoscopic OCT imaging, which reduces visual quality and affects the accuracy of subsequent analysis. Traditional denoising algorithms and supervised deep learning approaches have shown some effectiveness, but they are limited by their reliance on paired noisy–clean data and their insufficient modeling of global structural dependencies. To address these issues, this paper proposes a frequency-domain enhanced UNet based on the Neighbor2Neighbor (N2N) framework (FEN2N). The proposed FEN2N integrates wavelet-guided spectral pooling modules (WSPMs) and frequency-domain enhanced receptive field blocks (FE-RFBs). In this work, OCT images are obtained in a self-constructed MEMS-OCT system. Then the FEN2N is applied to the OCT image dataset. Results show that FEN2N achieves a more than 2.3 dB PSNR improvement over the N2N baseline, while the incorporation of FE-RFB contributes to a 0.02 improvement in SSIM. In addition, FEN2N outperforms several state-of-the-art methods, effectively suppressing speckle noise while preserving fine structural details that are important for clinical diagnosis. Full article
(This article belongs to the Section Optical and Photonic Biosensors)
20 pages, 815 KB  
Article
Sectoral Analysis of Corneal Thickness in Glaucoma and Healthy Eyes and Its Relationship with RNFL and Rim Area
by Piotr Miklaszewski, Anna Maria Gadamer, Zuzanna Lelek, Dominika Janiszewska-Bil, Anita Lyssek-Boroń, Dariusz Dobrowolski, Edward Wylęgała, Beniamin Oskar Grabarek, Michael Janusz Koss and Katarzyna Krysik
J. Clin. Med. 2026, 15(6), 2405; https://doi.org/10.3390/jcm15062405 - 21 Mar 2026
Abstract
Background/Objectives: To characterize sectoral corneal thickness (CT) profiles in eyes with primary open-angle glaucoma (POAG) compared with healthy eyes and to evaluate potential associations between CT, retinal nerve fiber layer (RNFL) thickness, and optic disc rim area (RA). Methods: In this [...] Read more.
Background/Objectives: To characterize sectoral corneal thickness (CT) profiles in eyes with primary open-angle glaucoma (POAG) compared with healthy eyes and to evaluate potential associations between CT, retinal nerve fiber layer (RNFL) thickness, and optic disc rim area (RA). Methods: In this cross-sectional study, 192 participants (91 with POAG and 101 controls) contributed 297 eyes (145 glaucoma eyes and 152 control eyes). All participants underwent comprehensive ophthalmological examination and spectral-domain optical coherence tomography (OCT; Optovue Solix, Fremont, CA, USA) to obtain peripapillary RNFL measurements, optic disc rim area, and corneal pachymetry maps across five sectors (central, superior, inferior, temporal, and nasal). Repeated-measures correlation analyses were used to assess within-subject associations between CT and RA, and generalized estimating equation (GEE) models were applied to evaluate independent associations between CT, glaucoma status, disease severity, and RNFL thickness while adjusting for relevant covariates. Results: Eyes with POAG exhibited significantly thinner corneas across all sectors compared with controls (all p < 0.05), with the greatest differences observed in the superior (median 607.0 μm vs. 640.0 μm, p < 0.001) and temporal (562.0 μm vs. 579.5 μm, p < 0.001) regions. Average RNFL thickness and rim area were also significantly reduced in glaucoma eyes (all p < 0.001). However, no independent associations between sectoral CT and RNFL thickness or RA were observed after adjustment for multiple comparisons. Although nominal associations between thinner inferotemporal CT and reduced RNFL thickness were observed in unadjusted analyses, these did not remain statistically significant after false discovery rate correction. In multivariable GEE models, glaucoma diagnosis and greater disease severity were consistently associated with reduced RNFL thickness (β range: −11.0 to −42.2 μm; all p < 0.001), whereas CT was not independently associated with RNFL thickness (all adjusted p > 0.07). Conclusions: Sectoral corneal thickness is significantly reduced in eyes with POAG but does not independently correlate with RNFL thickness or optic disc rim area after adjustment for confounding factors. These findings support the concept that corneal thinning reflects structural and biomechanical susceptibility to glaucoma rather than serving as a marker of established neuroretinal damage severity. Further longitudinal studies incorporating comprehensive biomechanical assessments are warranted to clarify the role of corneal structure in glaucoma pathophysiology. Full article
(This article belongs to the Section Ophthalmology)
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22 pages, 16353 KB  
Review
Anterior Segment Optical Coherence Tomography with Angiography for the Cornea and Ocular Surface
by Qiu Ying Wong, Ralene Sim and Marcus Ang
J. Clin. Med. 2026, 15(6), 2402; https://doi.org/10.3390/jcm15062402 - 21 Mar 2026
Abstract
Background/Objectives: Anterior segment optical coherence tomography (AS-OCT) and optical coherence tomography angiography (AS-OCTA) have enhanced the evaluation of the cornea, ocular surface, and ocular surface diseases (OSD), offering high-resolution structural and anterior segment vascular imaging. This review summarizes recent advances in these [...] Read more.
Background/Objectives: Anterior segment optical coherence tomography (AS-OCT) and optical coherence tomography angiography (AS-OCTA) have enhanced the evaluation of the cornea, ocular surface, and ocular surface diseases (OSD), offering high-resolution structural and anterior segment vascular imaging. This review summarizes recent advances in these modalities and their clinical applications. Methods: A comprehensive literature search was conducted using PubMed, Web of Science, and Google Scholar with the terms OCT, OCTA, anterior segment, and ocular surface disease. Studies published in the past five years were included, emphasizing more recent developments such as ultra-high-resolution AS-OCT (UHR-AS-OCT) and swept-source AS-OCTA technologies. Results: UHR-AS-OCT provides non-invasive, sub-micron imaging of the cornea and the ocular surface, including tear film morphology and epithelial thickness to correlate with clinical tests such as tear break-up time, and fluorescein staining. Advances in AS-OCTA allow dye-free, depth-resolved imaging of corneal and conjunctival vasculature. These vascular biomarkers have shown promising utility in conditions such as limbal stem cell deficiency, chemical ocular injury, and ocular surface squamous neoplasia. Improvements in image acquisition, motion correction, and segmentation algorithms have enhanced accuracy and repeatability, supporting broader clinical translation. Conclusions: AS-OCT and AS-OCTA have become useful adjunctive imaging tools for the cornea and ocular surface evaluation. Their non-invasive, quantitative, and reproducible metrics may enable earlier diagnosis, objective staging, and longitudinal monitoring of OSD. Integration of OCT-based imaging with artificial intelligence and multimodal data, including tear proteomics and meibography, may optimize personalized treatment for ocular surface disorders. Full article
(This article belongs to the Special Issue Ocular Surface Disease: Epidemiology, Diagnosis and Management)
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18 pages, 2594 KB  
Article
APSified Peripapillary Vessel Density in Glaucoma Suspects and Open-Angle Glaucoma
by Michael Moritz, Julia Schottenhamml, Marius Muenk, Meike Müller, Christian Mardin and Bettina Hohberger
Diagnostics 2026, 16(6), 932; https://doi.org/10.3390/diagnostics16060932 - 21 Mar 2026
Abstract
Background/Objectives: Optical coherence tomography-angiography (OCT-A) is a non-invasive method of visualizing the capillary system. As vascular dysregulation impacts glaucoma pathogenesis, the aim of this study was to evaluate APSified-BMO-based-peripapillary vessel density (VD) in patients with ocular hypertension (OHT), pre-perimetric-open-angle glaucoma, as well [...] Read more.
Background/Objectives: Optical coherence tomography-angiography (OCT-A) is a non-invasive method of visualizing the capillary system. As vascular dysregulation impacts glaucoma pathogenesis, the aim of this study was to evaluate APSified-BMO-based-peripapillary vessel density (VD) in patients with ocular hypertension (OHT), pre-perimetric-open-angle glaucoma, as well as primary (POAG) and secondary (SOAG) open-angle glaucoma in comparison to healthy controls using OCT-A. Methods: The present study included 180 eyes from 115 patients of the Erlangen Glaucoma Registry, divided into 35 eyes with OHT, 16 pre-perimetric-OAG eyes, 64 OAG eyes—which were subdivided into 37 POAG and 27 SOAG eyes—and 65 healthy controls. All subjects underwent measurements of the retinal nerve fiber layer (RNFL), inner nuclear layer (INL), retinal ganglion cell (RGC) layer, and Bruch membrane opening–minimum rim width (BMO-MRW). APSified-BMO-based-peripapillary vessel density (VD) was visualized by using OCT-A and quantified using the Erlangen Angio Tool. Results: Mean APSified-BMO-based peripapillary VD showed a significant correlation with age (p < 0.0001). Considering the age effect, mean APSified-BMO-based peripapillary VD of OAG was significantly lower compared to healthy eyes (p < 0.0001) and OHT (p = 0.016). Subgroup analysis yielded a significant difference in mean APSified-BMO-based peripapillary VD between controls and POAG (p = 0.001) and SOAG (p = 0.018), respectively. In addition, a significant difference was observed between OHT and POAG patients (p = 0.036). No significant differences were observed between the OHT, pre-perimetric-OAG, and healthy eyes, respectively. Conclusions: As peripapillary VD was significantly decreased in glaucoma patients compared to controls, the data might suggest that peripapillary VD might be useful for monitoring glaucoma progress. Full article
(This article belongs to the Section Biomedical Optics)
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29 pages, 29045 KB  
Article
Liproxstatin-1 Attenuates Retinal Ischemia–Reperfusion Injury by Suppressing EGR1-Mediated Ferroptosis
by Wei Huang, Yue Dong, Xuan Zhou, Huishan Lin, Jingwei Yao, Zhuoyi Wu, Weng Ian Tam, Yuheng Tan, Chengguo Zuo and Mingkai Lin
Antioxidants 2026, 15(3), 391; https://doi.org/10.3390/antiox15030391 - 19 Mar 2026
Abstract
Retinal ischemia–reperfusion (I/R) injury results in irreversible vision loss largely through retinal ganglion cell (RGC) death, with ferroptosis being a key mechanism. This study evaluated the therapeutic potential of the ferroptosis inhibitor Liproxstatin-1 (Lip-1) and deciphered its underlying mechanism. Using a mouse retinal [...] Read more.
Retinal ischemia–reperfusion (I/R) injury results in irreversible vision loss largely through retinal ganglion cell (RGC) death, with ferroptosis being a key mechanism. This study evaluated the therapeutic potential of the ferroptosis inhibitor Liproxstatin-1 (Lip-1) and deciphered its underlying mechanism. Using a mouse retinal I/R model and primary RGC cultures subjected to oxygen–glucose deprivation/reoxygenation (OGD/R), we demonstrated that Lip-1 effectively inhibits ferroptosis. Lip-1 treatment preserved retinal architecture (as assessed by H&E staining and SD-OCT) and partially restored visual function (as measured by electroretinography). Integrated molecular analyses—including immunofluorescence, Western blotting, and RNA sequencing—showed that Lip-1 downregulates early growth response 1 (EGR1), thereby inhibiting p53 and consequently restoring solute carrier family 7 member 11 (xCT) expression. Crucially, lentivirus-mediated EGR1 knockdown attenuated OGD/R-induced ferroptosis, confirming its pivotal role. Our work defines a coherent EGR1–p53–xCT signaling axis driving ferroptosis in retinal I/R injury and identifies Lip-1 as a neuroprotective agent targeting this pathway. These findings establish a druggable ferroptotic cascade and provide a mechanistic rationale for targeting EGR1 in the treatment of ischemic retinopathies. Full article
(This article belongs to the Section ROS, RNS and RSS)
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15 pages, 3749 KB  
Article
Role of Autotaxin in the Pathogenesis of Retina Ischemia and Its Therapeutic Implications
by Ryo Terao, Ryosuke Fujino, Kentaro Hayashi, Takafumi Suzuki, Shota Shimizu, Reiko Yamagishi, Takashi Ueta, Tomoyasu Shiraya, Megumi Honjo and Makoto Aihara
Int. J. Mol. Sci. 2026, 27(6), 2776; https://doi.org/10.3390/ijms27062776 - 19 Mar 2026
Abstract
Retinal vein occlusion (RVO) is a common vascular disease that leads to vision loss due to macular edema (ME). This study investigated the role of autotaxin (ATX), a lysophospholipase D, in the pathogenesis of RVO. In mice, RVO was induced by intravenous administration [...] Read more.
Retinal vein occlusion (RVO) is a common vascular disease that leads to vision loss due to macular edema (ME). This study investigated the role of autotaxin (ATX), a lysophospholipase D, in the pathogenesis of RVO. In mice, RVO was induced by intravenous administration of rose bengal followed by laser irradiation of retinal veins. ATX expression in the retina was evaluated using immunohistochemistry. Intravitreal ATX was administered, and retinal changes were assessed using fluorescence angiography and optical coherence tomography (OCT). In human retinal microvascular endothelial cells (HRMECs), intercellular barrier function was evaluated using transepithelial electrical resistance (TEER). In the murine RVO model, the ATX inhibitor HA130 was administered intravitreally, and retinal thickness was measured and compared using OCT. ATX expression was increased in retinal vessels in the RVO model. Intravitreal administration of ATX induced retinal edema and serous retinal detachment (SRD). ATX significantly disrupted the barrier integrity of HRMECs and promoted the expression of vascular endothelial growth factor (VEGF), which was ameliorated by HA130. Intravitreal administration of HA130 significantly reduced retinal thickening caused by retinal edema secondary to RVO and the elevated expression of intercellular adhesion molecule (ICAM)-1 in the retina. These findings suggest that ATX plays a critical role in RVO-induced ME by disrupting endothelial barrier integrity, potentially through the upregulation of VEGF in retinal endothelial cells and subsequent ICAM-1 upregulation in the retina. Full article
(This article belongs to the Special Issue Molecular Insight into Retinal Diseases: 2nd Edition)
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15 pages, 622 KB  
Review
Biomarkers of Preclinical Diabetic Retinopathy Detected by OCT Angiography—A Descriptive Review
by Ilona Strauss and Maciej Gawęcki
Life 2026, 16(3), 496; https://doi.org/10.3390/life16030496 - 18 Mar 2026
Viewed by 107
Abstract
Background: Diabetic retinopathy (DR) is a leading cause of vision loss worldwide. Microvascular changes precede clinically detectable DR, creating an opportunity for early diagnosis and intervention. Optical coherence tomography angiography (OCTA) enables noninvasive, quantitative assessments of retinal and choroidal microcirculation and has [...] Read more.
Background: Diabetic retinopathy (DR) is a leading cause of vision loss worldwide. Microvascular changes precede clinically detectable DR, creating an opportunity for early diagnosis and intervention. Optical coherence tomography angiography (OCTA) enables noninvasive, quantitative assessments of retinal and choroidal microcirculation and has emerged as a promising tool for identifying early biomarkers of DR. The goal of this study was to review the literature on OCTA-derived biomarkers associated with preclinical diabetic retinopathy in patients with type 1 and type 2 diabetes mellitus. Methods: This descriptive literature review summarizes current evidence regarding OCTA-derived biomarkers associated with preclinical diabetic retinopathy in patients with type 1 and type 2 diabetes mellitus. A search of the PubMed/MEDLINE database was performed to identify original studies published between 2015 and 2025 evaluating OCTA parameters in diabetic patients without clinically detectable diabetic retinopathy. The findings were synthesized qualitatively due to methodological heterogeneity among studies in terms of OCTA devices, imaging protocols, and analyzed parameters. Results: The reviewed studies consistently reported early microvascular abnormalities detectable by OCTA prior to the development of clinically visible diabetic retinopathy. The most frequently described changes included reduced vessel density (VD) and perfusion parameters, enlargement and increased irregularity of the foveal avascular zone (FAZ), areas of capillary non-perfusion, and alterations in vascular network geometry and complexity. These changes were most consistently observed in the deep capillary plexus (DCP), suggesting that this vascular layer may be particularly susceptible to early diabetic microvascular damage. Conclusions: This review provides a comprehensive synthesis of OCTA-derived biomarkers associated with early retinal microvascular alterations in diabetic patients without clinically detectable diabetic retinopathy. By integrating findings from recent studies, the review highlights the potential role of OCTA in identifying preclinical microvascular changes and discusses current methodological challenges and future research directions. Full article
(This article belongs to the Special Issue Eye Diseases: Diagnosis and Treatment, 3rd Edition)
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19 pages, 21597 KB  
Article
U-Net Optimization for Hyperreflective Foci Segmentation in Retinal OCT
by Pavithra Kodiyalbail Chakrapani, Preetham Kumar, Sulatha Venkataraya Bhandary, Geetha Maiya, Shailaja Shenoy, Steven Fernandes and Prakhar Choudhary
Diagnostics 2026, 16(6), 853; https://doi.org/10.3390/diagnostics16060853 - 13 Mar 2026
Viewed by 212
Abstract
Background/Objectives: Hyperreflective foci (HRF) are supportive optical coherence tomography (OCT) imaging biomarkers that have been examined for their association with disease progression and severity in various retinal disorders. The accurate identification and segmentation of these tiny structures of lipid extravasation remain complicated because [...] Read more.
Background/Objectives: Hyperreflective foci (HRF) are supportive optical coherence tomography (OCT) imaging biomarkers that have been examined for their association with disease progression and severity in various retinal disorders. The accurate identification and segmentation of these tiny structures of lipid extravasation remain complicated because of their small size, class imbalance, similarity in the reflectivity patterns with the surrounding structures and imaging artifacts. While U-Net-based models have promised exceptional results for medical image segmentation, optimal architectural settings and suitable preprocessing methods for HRF detection remain unclear. Methods: This research assessed optimal settings for U-Net-based models for HRF segmentation by evaluating standard U-Net and attention U-Net under different preprocessing regimes. Attention U-Net employed Z-score normalization and contrast-limited adaptive histogram equalization (CLAHE) enhancement with soft dice loss. The standard U-Net was trained on OCT images with CLAHE using focal Tversky loss. A total of 435 fovea-centered OCT B scans with the corresponding, consensus-annotated HRF masks were utilized for this research. Results: The standard U-Net outperformed attention U-Net with a dice score of 0.5207, an AUC of 0.8411, and a recall of 0.6439 on raw OCT images. The attention U-Net with preprocessing (dice: 0.5033, AUC: 0.6987, recall: 0.5391) demonstrated satisfactory performance. The results showed that the U-Net model with CLAHE and focal Tversky loss improved recall by 19.4% relative to the attention U-Net, and this corresponds roughly to a 23% relative decline in false negatives. This indicates increased sensitivity in identifying HRF regions. Conclusions: The best-performing configuration using U-Net-based architectures for segmentation of HRFs combines the standard U-Net model with CLAHE and focal Tversky loss for handling class imbalance. This approach yields relatively higher sensitivity, indicating that the standard U-Net model delivers a simple and robust framework for automated HRF segmentation on the evaluated dataset, promising further validation in broader clinical datasets. Full article
(This article belongs to the Special Issue Artificial Intelligence in Eye Disease, 4th Edition)
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12 pages, 2947 KB  
Case Report
MEWDS-like Presentation Unmasking Sequential Bilateral Multifocal Choroiditis: Insights from Longitudinal Multimodal Imaging
by Blerta Lang, Annekatrin Rickmann, Karl Thomas Boden, Stefanie Behnke and Peter Szurman
Biomedicines 2026, 14(3), 649; https://doi.org/10.3390/biomedicines14030649 - 13 Mar 2026
Viewed by 205
Abstract
Background: Multiple evanescent white dot syndrome (MEWDS) is usually acute and self-limited, whereas multifocal choroiditis (MFC)/punctate inner choroidopathy (PIC) is relapsing; overlap can obscure early diagnosis and requires longitudinal multimodal imaging. Methods: We report a 4-year follow-up of a 31-year-old woman with fundus [...] Read more.
Background: Multiple evanescent white dot syndrome (MEWDS) is usually acute and self-limited, whereas multifocal choroiditis (MFC)/punctate inner choroidopathy (PIC) is relapsing; overlap can obscure early diagnosis and requires longitudinal multimodal imaging. Methods: We report a 4-year follow-up of a 31-year-old woman with fundus autofluorescence (FAF), fluorescein angiography (FA), indocyanine green angiography (ICGA), and spectral-domain optical coherence tomography (SD-OCT), plus a systemic/neurologic/rheumatologic work-up. Treatment included intravenous methylprednisolone for presumed optic neuritis, followed by topical, periocular, intravitreal, and systemic corticosteroids, later escalated to adalimumab and an intravitreal dexamethasone implant. Because foveal granularity could not be documented, baseline was termed “MEWDS-like”. Diagnostic labelling was benchmarked against Standardization of Uveitis Nomenclature (SUN) criteria, and choroidal neovascularization (CNV) was assessed at each relapse by OCT and FA. Results: The right eye initially showed a MEWDS-like pattern with wreath-like FA lesions and disc leakage, hyperautofluorescent FAF lesions, focal ellipsoid zone disruption on SD-OCT, and multifocal ICGA hypofluorescent spots. A relapse at 6 months with peripapillary inflammatory foci and recurrent cystoid macular edema supported reclassification to a unilateral MFC/PIC-spectrum phenotype. At 2 years, the fellow eye developed mild vitritis, peripapillary hyperautofluorescence, peripapillary/arcade leakage on FA, delayed peripapillary filling on ICGA, and cystoid macular edema, establishing sequential bilateral MFC; no CNV developed and anti-vascular endothelial growth factor (anti-VEGF) therapy was not required. Complications included steroid-induced ocular hypertension and cataract surgery. Conclusions: The purpose of this report is to highlight longitudinal imaging “red flags” that supported reclassification from a MEWDS-like phenotype to a sequential bilateral MFC/PIC-spectrum disease. Full article
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18 pages, 2199 KB  
Article
Brain-Oct-Pvt: A Physics-Guided Transformer with Radial Prior and Deformable Alignment for Neurovascular Segmentation
by Quan Lan, Jianuo Huang, Chenxi Huang, Songyuan Song, Yuhao Shi, Zijun Zhao, Wenwen Wu, Hongbin Chen and Nan Liu
Bioengineering 2026, 13(3), 332; https://doi.org/10.3390/bioengineering13030332 - 13 Mar 2026
Viewed by 219
Abstract
The primary objective of this study is to develop a specialized deep learning framework specifically adapted for the unique physical characteristics of neurovascular Optical Coherence Tomography (OCT) imaging. Although Polyp-PVT, originally designed for polyp segmentation, shows promise for OCT analysis, it faces limitations [...] Read more.
The primary objective of this study is to develop a specialized deep learning framework specifically adapted for the unique physical characteristics of neurovascular Optical Coherence Tomography (OCT) imaging. Although Polyp-PVT, originally designed for polyp segmentation, shows promise for OCT analysis, it faces limitations in neurovascular applications. The default RGB input wastes resources on duplicated grayscale data, while its fixed-scale fusion struggles with vascular curvature variations. Furthermore, the attention mechanism fails to capture radial vessel patterns, and geometric constraints limit thin boundary detection. To address these challenges, we propose Brain-OCT-PVT with key innovations: a single-channel input stem reducing parameters by two-thirds; a Radial Intensity Module (RIM) using polar transforms and angular convolution to model annular structures; and a Deformable Cross-scale Fusion Module (D-CFM) with learnable offsets. The Boundary-aware Attention Module (BAM) combines Laplace edge detection with Swin-Transformer for sub-pixel consistency. A specialized loss function combines Dice Similarity Coefficient (Dice), BoundaryIoU on 2-pixel dilated edges, and Focal Tversky to handle extreme class imbalance. Evaluation on 13 clinical cases achieves a Dice score of 95.06% and an 95% Hausdorff Distance (HD95) of 0.269 mm, demonstrating superior performance compared to existing approaches. Full article
(This article belongs to the Special Issue AI-Driven Imaging and Analysis for Biomedical Applications)
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Article
Optical Coherence Tomography (OCT) Evaluation of Thermal Tissue Alterations After Diode Laser Excision of Oral Leukoplakia (OL)
by Alessio Gambino, Alessandro Magliano, Giorgia El Haddad, Marta Bezzi, Adriana Cafaro, Dora Karimi, Roberto Broccoletti and Paolo Giacomo Arduino
Dent. J. 2026, 14(3), 168; https://doi.org/10.3390/dj14030168 - 12 Mar 2026
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Abstract
Objectives: Oral leukoplakia (OL) is the most prevalent oral potentially malignant disorder and requires accurate diagnosis, safe excision, and reliable margin evaluation to minimize recurrence and malignant transformation. Diode laser excision is increasingly adopted due to its precision and favorable clinical outcomes; however, [...] Read more.
Objectives: Oral leukoplakia (OL) is the most prevalent oral potentially malignant disorder and requires accurate diagnosis, safe excision, and reliable margin evaluation to minimize recurrence and malignant transformation. Diode laser excision is increasingly adopted due to its precision and favorable clinical outcomes; however, laser-induced thermal effects at surgical margins raise concerns regarding tissue integrity and histopathological reliability. This study aimed to evaluate optical coherence tomography (OCT) as a real-time, high-resolution, non-invasive imaging modality for assessing peri-incisional thermal effects during diode laser excision of non-dysplastic OL. The primary objective was to validate OCT for ultrastructural and morphometric tissue analysis while ensuring preservation of diagnostic readability. Methods: A single-center observational case series was conducted at the University of Turin. Thirty patients with clinically and histopathologically confirmed oral leukoplakia without epithelial dysplasia were enrolled and allocated to two groups: 15 lesions excised using a 980 nm diode laser in continuous-wave contact mode (laser group) and 15 lesions removed by conventional scalpel biopsy (control group). Laser excisions were performed with standardized parameters and a circumferential safety margin of 5 mm. Immediately after excision, specimens underwent ex vivo spectral-domain OCT (SD-OCT) imaging to evaluate the epithelial and connective tissue microarchitecture at surgical margins and central lesion areas. OCT acquisition sites were precisely correlated with histological sections. Quantitative OCT measurements of epithelial thickness, lamina propria thickness, and laser-induced thermal alterations were compared with corresponding histological findings. Results: OCT consistently provided high-resolution visualization of oral mucosal microarchitecture in both groups, allowing clear identification of epithelial stratification, basement membrane continuity, and lamina propria organization. In the laser group, OCT detected superficial optical alterations at the surgical margins consistent with laser-induced thermal effects, while deeper tissue layers remained structurally readable. Histological analysis revealed mean epithelial and connective tissue thermal alterations of 288.9 μm and 430.3 μm, respectively. OCT-derived measurements showed high concordance with histology, with an overall agreement of 88.5% and no statistically significant differences between OCT and histological assessments. Importantly, laser-induced thermal effects did not impair definitive histopathological diagnosis in any specimen. Comparison with the control group confirmed preserved tissue architecture in scalpel-excised samples and highlighted OCT sensitivity in detecting laser-related structural remodeling. Conclusions: OCT proved to be a reliable, non-invasive imaging technique for real-time assessment of diode laser-induced thermal effects during OL excision. The technique accurately delineated tissue microstructure and surgical margins without compromising histopathological interpretation. Integration of OCT into the laser-assisted management of oral potentially malignant disorders may enhance surgical precision, optimize margin control, reduce diagnostic uncertainty, and support individualized follow-up strategies. Full article
(This article belongs to the Special Issue Optical Coherence Tomography (OCT) in Dentistry)
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