首页 > 最新文献

Ophthalmology. Retina最新文献

英文 中文
10-year follow-up after vitrectomy with the inverted ILM Flap technique for full-thickness macular hole. 全层黄斑裂孔玻璃体切除术后10年随访。
IF 5.7 Q1 OPHTHALMOLOGY Pub Date : 2026-02-06 DOI: 10.1016/j.oret.2026.02.004
Zofia Anna Nawrocka, Jerzy Nawrocki

Purpose: To evaluate the 10-year anatomical and functional outcomes after vitrectomy with the inverted internal limiting membrane (ILM) flap technique for full-thickness macular hole (FTMH) and assess the incidence of long-term postoperative complications.

Design: Retrospective consecutive case series.

Subjects: From 295 patients (323 eyes), who had pars plana vitrectomy with inverted ILM flap technique for idiopathic FTMH in our clinic in the years 2007- 2014 in our clinic, 89 patients (99 eyes) completed a 10-year follow-up.

Methods: Medical records were reviewed retrospectively. Patients, who had pars plana vitrectomy with the inverted ILM flap technique for idiopathic FTMH in the years 2007- 2014, were invited for a 10-year follow-up. Preoperative and postoperative parameters were analyzed, including age, sex, visual acuity, initial hole size, SS-OCT parameters, surgical technique, and postoperative complications.

Main outcome measures: Primary outcomes were long-term anatomical closure at 10 years and BCVA. Secondary outcomes included OCT-based macular morphology (ellipsoid zone [EZ], interdigitation zone [IZ], foveal contour) and complication rates (e.g., epiretinal membrane, gliosis, secondary glaucoma, retinal detachment, and AMD progression).

Results: The initial closure rate in 323 eyes was 93.5%; final closure rate after reoperation was 100%. 20/40 vision was achieved in 44.5% of eyes one year after surgery and in 70.7% of eyes followed until the 10th year. The number of eyes with >20/25 vision improved from 12% to 42.4% during that time. Patients achieving final BCVA better than 20/25 had a continuous IZ and EZ line until the hole margin before surgery (p=0.03), and a continuous IZ and EZ line one year after surgery (p=0.01). Foveal contour improved gradually over time. No FTMH reopenings were observed. Epiretinal gliosis developed in 7% of cases, associated with larger baseline hole size and preoperative ERM, but did not significantly impact final visual acuity. Retinal detachment incidence was 0.85% per patient/year.

Conclusions: The inverted ILM flap technique provides sustained anatomical and functional success in idiopathic FTMH over a 10-year period. Continued improvement in BCVA beyond the first year and low complication rates support the use of this technique as an effective and durable surgical approach.

目的:评价逆行内限制膜(ILM)瓣技术治疗全层黄斑孔(FTMH)玻璃体切除术后10年的解剖和功能效果,并评估术后长期并发症的发生率。设计:回顾性连续病例系列。研究对象:2007年至2014年在我院行玻璃体部逆行玻璃体切除术治疗特发性FTMH的295例(323只眼)患者中,89例(99只眼)完成了10年的随访。方法:回顾性分析病历资料。在2007- 2014年期间,对特发性FTMH患者进行了玻璃体部分切除术和逆行ILM皮瓣技术,随访10年。分析术前、术后参数,包括年龄、性别、视力、初始孔大小、SS-OCT参数、手术技术、术后并发症。主要结局指标:主要结局为10年的长期解剖闭合和BCVA。次要结果包括基于oct的黄斑形态(椭球区[EZ],指间区[IZ],中央凹轮廓)和并发症发生率(如视网膜前膜,胶质瘤,继发性青光眼,视网膜脱离和AMD进展)。结果:323只眼的初闭率为93.5%;再次手术后最终闭合率为100%。44.5%的眼术后1年视力达到20/40,70.7%的眼术后10年视力达到20/40。在此期间,视力为bbb20 /25的眼睛数量从12%提高到42.4%。最终BCVA优于20/25的患者术前至孔缘连续IZ和EZ线(p=0.03),术后1年连续IZ和EZ线(p=0.01)。随着时间的推移,中央凹轮廓逐渐改善。没有观察到FTMH重新打开。7%的病例发生视网膜上胶质瘤,与较大的基线孔大小和术前ERM相关,但对最终视力没有显著影响。视网膜脱离发生率为0.85% /例/年。结论:在10年的时间里,内翻ILM皮瓣技术为特发性FTMH提供了持续的解剖和功能上的成功。一年后BCVA的持续改善和低并发症率支持该技术作为一种有效和持久的手术方法。
{"title":"10-year follow-up after vitrectomy with the inverted ILM Flap technique for full-thickness macular hole.","authors":"Zofia Anna Nawrocka, Jerzy Nawrocki","doi":"10.1016/j.oret.2026.02.004","DOIUrl":"https://doi.org/10.1016/j.oret.2026.02.004","url":null,"abstract":"<p><strong>Purpose: </strong>To evaluate the 10-year anatomical and functional outcomes after vitrectomy with the inverted internal limiting membrane (ILM) flap technique for full-thickness macular hole (FTMH) and assess the incidence of long-term postoperative complications.</p><p><strong>Design: </strong>Retrospective consecutive case series.</p><p><strong>Subjects: </strong>From 295 patients (323 eyes), who had pars plana vitrectomy with inverted ILM flap technique for idiopathic FTMH in our clinic in the years 2007- 2014 in our clinic, 89 patients (99 eyes) completed a 10-year follow-up.</p><p><strong>Methods: </strong>Medical records were reviewed retrospectively. Patients, who had pars plana vitrectomy with the inverted ILM flap technique for idiopathic FTMH in the years 2007- 2014, were invited for a 10-year follow-up. Preoperative and postoperative parameters were analyzed, including age, sex, visual acuity, initial hole size, SS-OCT parameters, surgical technique, and postoperative complications.</p><p><strong>Main outcome measures: </strong>Primary outcomes were long-term anatomical closure at 10 years and BCVA. Secondary outcomes included OCT-based macular morphology (ellipsoid zone [EZ], interdigitation zone [IZ], foveal contour) and complication rates (e.g., epiretinal membrane, gliosis, secondary glaucoma, retinal detachment, and AMD progression).</p><p><strong>Results: </strong>The initial closure rate in 323 eyes was 93.5%; final closure rate after reoperation was 100%. 20/40 vision was achieved in 44.5% of eyes one year after surgery and in 70.7% of eyes followed until the 10<sup>th</sup> year. The number of eyes with >20/25 vision improved from 12% to 42.4% during that time. Patients achieving final BCVA better than 20/25 had a continuous IZ and EZ line until the hole margin before surgery (p=0.03), and a continuous IZ and EZ line one year after surgery (p=0.01). Foveal contour improved gradually over time. No FTMH reopenings were observed. Epiretinal gliosis developed in 7% of cases, associated with larger baseline hole size and preoperative ERM, but did not significantly impact final visual acuity. Retinal detachment incidence was 0.85% per patient/year.</p><p><strong>Conclusions: </strong>The inverted ILM flap technique provides sustained anatomical and functional success in idiopathic FTMH over a 10-year period. Continued improvement in BCVA beyond the first year and low complication rates support the use of this technique as an effective and durable surgical approach.</p>","PeriodicalId":19501,"journal":{"name":"Ophthalmology. Retina","volume":" ","pages":""},"PeriodicalIF":5.7,"publicationDate":"2026-02-06","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"146142997","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Multimodal AI for Predicting 3- and 5-Year Risks of Myopic Choroidal Neovascularization in High Myopia. 多模式人工智能预测高度近视患者3年和5年近视脉络膜新生血管的风险。
IF 5.7 Q1 OPHTHALMOLOGY Pub Date : 2026-02-06 DOI: 10.1016/j.oret.2026.02.003
Yining Wang, Takashi Ishida, Ziye Wang, Yijin Wu, Koju Kamoi, Daniel Shu Wei Ting, Kyoko Ohno-Matsui

Purpose: To develop artificial intelligence (AI)-based models for estimating the risk of myopic macular neovascularization (MNV) in highly myopic eyes.

Design: Retrospective, single-center cohort study.

Participants: A total of 4235 eyes from 2501 patients with high myopia who were enrolled between October 2011 and May 2021 at the Institute of Science Tokyo.

Methods: Baseline fundus photographs and seven clinical variables were used for model development and validation. Three image-based deep learning (DL) models with a DenseNet-121 backbone were trained to predict the risk of MNV within 1, 3, and 5 years after baseline. A multimodal survival model based on the DeepSurv framework was further developed by integrating image-derived features with clinical variables to estimate time-to-event risk. Model performance was evaluated using discrimination, calibration, and clinical utility metrics. Model interpretability was explored using gradient-weighted class activation mapping and Shapley additive explanation (SHAP) analyses.

Main outcome measures: Area under the receiver operating characteristic curve (AUROC) for the DL models and concordance index (C-index) for the multimodal DeepSurv model.

Results: The DL models achieved AUROCs of 0.785 (95% CI, 0.474-0.988), 0.798 (95% CI, 0.687-0.900), and 0.729 (95% CI, 0.614-0.832) for the 1-, 3-, and 5-year predictions, respectively. The multimodal DeepSurv model achieved a C-index of 0.683 (95% CI, 0.582-0.775) and enabled stratification of eyes into subgroups with distinct long-term probabilities of MNV development. Heatmaps showed activation in clinically relevant regions, and SHAP analysis indicated that axial length and pathologic myopia category showed prominent conditional contributions within the multimodal model.

Conclusions: AI-based models enabled fixed-horizon risk estimation and longitudinal time-to-event risk assessment for MNV in highly myopic eyes, providing clinically meaningful risk stratification. With further external validation, this approach may support risk-adapted long-term monitoring strategies in high myopia.

目的:建立基于人工智能(AI)的高度近视眼近视黄斑新生血管(MNV)风险评估模型。设计:回顾性、单中心队列研究。参与者:2011年10月至2021年5月期间在东京科学研究所登记的2501名高度近视患者共4235只眼睛。方法:基线眼底照片和7个临床变量用于模型开发和验证。三个基于图像的深度学习(DL)模型与DenseNet-121主干进行了训练,以预测基线后1、3和5年内MNV的风险。进一步开发了基于DeepSurv框架的多模式生存模型,将图像衍生特征与临床变量相结合,以估计事件发生时间风险。使用鉴别、校准和临床效用指标评估模型性能。利用梯度加权类激活映射和Shapley加性解释(SHAP)分析探讨了模型的可解释性。主要结果测量:DL模型的受试者工作特征曲线下面积(AUROC)和多模态DeepSurv模型的一致性指数(C-index)。结果:DL模型对1年、3年和5年预测的auroc分别为0.785 (95% CI, 0.474-0.988)、0.798 (95% CI, 0.687-0.900)和0.729 (95% CI, 0.614-0.832)。多模态DeepSurv模型的c指数为0.683 (95% CI, 0.582-0.775),能够将眼睛分层为具有不同长期MNV发展概率的亚组。热图显示了临床相关区域的激活,SHAP分析表明,在多模态模型中,眼轴长度和病理性近视类别具有显著的条件贡献。结论:基于人工智能的模型可以对高度近视眼的MNV进行固定视界风险估计和纵向事件时间风险评估,提供有临床意义的风险分层。通过进一步的外部验证,该方法可能支持高度近视的风险适应长期监测策略。
{"title":"Multimodal AI for Predicting 3- and 5-Year Risks of Myopic Choroidal Neovascularization in High Myopia.","authors":"Yining Wang, Takashi Ishida, Ziye Wang, Yijin Wu, Koju Kamoi, Daniel Shu Wei Ting, Kyoko Ohno-Matsui","doi":"10.1016/j.oret.2026.02.003","DOIUrl":"https://doi.org/10.1016/j.oret.2026.02.003","url":null,"abstract":"<p><strong>Purpose: </strong>To develop artificial intelligence (AI)-based models for estimating the risk of myopic macular neovascularization (MNV) in highly myopic eyes.</p><p><strong>Design: </strong>Retrospective, single-center cohort study.</p><p><strong>Participants: </strong>A total of 4235 eyes from 2501 patients with high myopia who were enrolled between October 2011 and May 2021 at the Institute of Science Tokyo.</p><p><strong>Methods: </strong>Baseline fundus photographs and seven clinical variables were used for model development and validation. Three image-based deep learning (DL) models with a DenseNet-121 backbone were trained to predict the risk of MNV within 1, 3, and 5 years after baseline. A multimodal survival model based on the DeepSurv framework was further developed by integrating image-derived features with clinical variables to estimate time-to-event risk. Model performance was evaluated using discrimination, calibration, and clinical utility metrics. Model interpretability was explored using gradient-weighted class activation mapping and Shapley additive explanation (SHAP) analyses.</p><p><strong>Main outcome measures: </strong>Area under the receiver operating characteristic curve (AUROC) for the DL models and concordance index (C-index) for the multimodal DeepSurv model.</p><p><strong>Results: </strong>The DL models achieved AUROCs of 0.785 (95% CI, 0.474-0.988), 0.798 (95% CI, 0.687-0.900), and 0.729 (95% CI, 0.614-0.832) for the 1-, 3-, and 5-year predictions, respectively. The multimodal DeepSurv model achieved a C-index of 0.683 (95% CI, 0.582-0.775) and enabled stratification of eyes into subgroups with distinct long-term probabilities of MNV development. Heatmaps showed activation in clinically relevant regions, and SHAP analysis indicated that axial length and pathologic myopia category showed prominent conditional contributions within the multimodal model.</p><p><strong>Conclusions: </strong>AI-based models enabled fixed-horizon risk estimation and longitudinal time-to-event risk assessment for MNV in highly myopic eyes, providing clinically meaningful risk stratification. With further external validation, this approach may support risk-adapted long-term monitoring strategies in high myopia.</p>","PeriodicalId":19501,"journal":{"name":"Ophthalmology. Retina","volume":" ","pages":""},"PeriodicalIF":5.7,"publicationDate":"2026-02-06","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"146143054","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Branch Retinal Artery Occlusion Visual Outcomes: A Community-Based Study. 视网膜分支动脉闭塞视力结果:一项基于社区的研究。
IF 5.7 Q1 OPHTHALMOLOGY Pub Date : 2026-02-06 DOI: 10.1016/j.oret.2026.01.022
Daniel Lee, Hannah El-Sabrout, Ronak Shah, Aubrey L Gilbert, Amar Patel, Dana Sax, Mary Reed, Mubarika Alavi, Nikita Vora, Cindy Hwang, Tova Mannis, Adrian Dokey, Robin A Vora
{"title":"Branch Retinal Artery Occlusion Visual Outcomes: A Community-Based Study.","authors":"Daniel Lee, Hannah El-Sabrout, Ronak Shah, Aubrey L Gilbert, Amar Patel, Dana Sax, Mary Reed, Mubarika Alavi, Nikita Vora, Cindy Hwang, Tova Mannis, Adrian Dokey, Robin A Vora","doi":"10.1016/j.oret.2026.01.022","DOIUrl":"https://doi.org/10.1016/j.oret.2026.01.022","url":null,"abstract":"","PeriodicalId":19501,"journal":{"name":"Ophthalmology. Retina","volume":" ","pages":""},"PeriodicalIF":5.7,"publicationDate":"2026-02-06","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"146143056","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Potential 20-week Faricimab Dosing in Wet Age-Related Macular Degeneration. 法利西单抗治疗湿性年龄相关性黄斑变性的潜在20周剂量。
IF 5.7 Q1 OPHTHALMOLOGY Pub Date : 2026-02-06 DOI: 10.1016/j.oret.2026.02.001
Aude Ambresin, Varun Chaudhary, Richard Gale, Adrian Koh, Nikolas J S London, Praveen J Patel, Anna C S Tan, Lauren Hill, Aachal Kotecha, Philippe Margaron, Michael Singer

Patients with nAMD in TENAYA/LUCERNE always on extended faricimab dosing (≥12-weeks) achieved robust disease control throughout 2 years. Additionally, 56% of patients could have potentially extended to every-20-week dosing had the protocol allowed.

TENAYA/LUCERNE的nAMD患者总是延长faricimab剂量(≥12周),在2年内获得了强有力的疾病控制。此外,如果该方案允许,56%的患者可能会延长至每20周给药一次。
{"title":"Potential 20-week Faricimab Dosing in Wet Age-Related Macular Degeneration.","authors":"Aude Ambresin, Varun Chaudhary, Richard Gale, Adrian Koh, Nikolas J S London, Praveen J Patel, Anna C S Tan, Lauren Hill, Aachal Kotecha, Philippe Margaron, Michael Singer","doi":"10.1016/j.oret.2026.02.001","DOIUrl":"https://doi.org/10.1016/j.oret.2026.02.001","url":null,"abstract":"<p><p>Patients with nAMD in TENAYA/LUCERNE always on extended faricimab dosing (≥12-weeks) achieved robust disease control throughout 2 years. Additionally, 56% of patients could have potentially extended to every-20-week dosing had the protocol allowed.</p>","PeriodicalId":19501,"journal":{"name":"Ophthalmology. Retina","volume":" ","pages":""},"PeriodicalIF":5.7,"publicationDate":"2026-02-06","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"146143049","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Ocular Outcomes with Tirzepatide Versus Glucagon-like Peptide-1 Receptor Agonists in Type 2 Diabetes. 替西肽与胰高血糖素样肽-1受体激动剂治疗2型糖尿病的眼部疗效。
IF 5.7 Q1 OPHTHALMOLOGY Pub Date : 2026-02-06 DOI: 10.1016/j.oret.2026.02.002
Alexander T Hong, Forest Lin, Jeremy D Keenan, Jay M Stewart

Background: Glucagon-like peptide-1 receptor agonists (GLP-1RAs) have shown both protective and adverse effects on ocular outcomes. Tirzepatide, a dual glucose-dependent insulinotropic polypeptide (GIP)/GLP-1RA, achieves greater glycemic and cardiometabolic improvements than non-GIP agonistic GLP-1RAs, yet its ocular safety profile remains poorly characterized.

Purpose: To compare the risk of retinal complications in patients with type 2 diabetes (T2D) treated with tirzepatide versus non-GIP GLP-1RAs.

Design: A retrospective cohort study analyzed a nationwide electronic health records network from June 2022 to June 2025.

Participants: Adults with T2D initiating tirzepatide or a non-GIP GLP-1RA, with no prior use of either drug class. Individuals who initiated any other second-line glucose-lowering therapies within six months prior to or during the study period were excluded to isolate the effect of the medication.

Methods: A cohort of patients initiating therapy with tirzepatide were compared to another cohort initiating a non-GIP GLP-1RA. Hazard ratios (HRs) for several ocular outcomes over a 36-month follow-up period were calculated, using propensity score-matched cohorts (1:1) to address confounding from demographics, comorbidities, and medication use. Similar analyses were performed among subpopulations of metformin- or insulin-users at cohort entry and among those who initiated additional antihyperglycemic therapy after index prescription.

Main outcome measures: Risk of diabetic retinopathy (DR), diabetic macular edema (DME), vitreous hemorrhage/retinal detachment (VH/RD), need for vision-saving interventions (intravitreal injections, panretinal photocoagulation, or pars plana vitrectomy), and non-arteritic anterior ischemic optic neuropathy (NAION).

Results: After matching, each cohort included 102,590 patients. Tirzepatide use was associated with decreased risk of DR (HR 0.60, 95% confidence interval [CI] 0.54-0.65), DME (HR 0.63, 95% CI 0.52-0.74), VH/RD (HR 0.36, 95% CI 0.23-0.55), DR-related vision-saving interventions (HR 0.44, 95% CI 0.32-0.60), and NAION (HR 0.31, 95% CI 0.15-0.64) compared with non-GIP GLP-1RA use. Associations were consistent among metformin and insulin users and in those who initiated additional antihyperglycemic therapy during follow-up.

Conclusions: Among patients with T2D taking a GLP-1RA, tirzepatide was associated with lower risks of retinal complications, need for vision-saving interventions, and NAION compared to GLP-1RAs without GIP activity. These findings support a favorable ocular safety profile for tirzepatide, though confirmation in prospective studies is warranted.

背景:胰高血糖素样肽-1受体激动剂(GLP-1RAs)对眼部预后既有保护作用,也有不良作用。tizepatide是一种双葡萄糖依赖性胰岛素性多肽(GIP)/GLP-1RA,与非GIP激动性GLP-1RAs相比,可以实现更大的血糖和心脏代谢改善,但其眼部安全性仍不明确。目的:比较替西肽与非gip GLP-1RAs治疗2型糖尿病(T2D)患者视网膜并发症的风险。设计:一项回顾性队列研究分析了2022年6月至2025年6月期间全国电子健康记录网络。受试者:t2dm成人患者,起始使用替西帕肽或非gip GLP-1RA,既往未使用任何一类药物。在研究之前或研究期间6个月内开始任何其他二线降糖治疗的个体被排除在外,以隔离药物的效果。方法:将一组开始使用替西帕肽治疗的患者与另一组开始使用非gip GLP-1RA治疗的患者进行比较。在36个月的随访期间,使用倾向评分匹配队列(1:1)计算了几种眼部结局的风险比(hr),以解决人口统计学、合并症和药物使用的混杂因素。在队列开始时使用二甲双胍或胰岛素的亚群以及在指标处方后开始额外降糖治疗的亚群中进行了类似的分析。主要结局指标:糖尿病视网膜病变(DR)、糖尿病性黄斑水肿(DME)、玻璃体出血/视网膜脱离(VH/RD)的风险、是否需要视力保护干预措施(玻璃体注射、全视网膜光凝或玻璃体平面部切除术)、非动脉性前缺血性视神经病变(NAION)。结果:配对后,每组纳入102590例患者。与非gip GLP-1RA相比,使用替西帕肽与DR (HR 0.60, 95%可信区间[CI] 0.54-0.65)、DME (HR 0.63, 95% CI 0.52-0.74)、VH/RD (HR 0.36, 95% CI 0.23-0.55)、DR相关的视力保护干预(HR 0.44, 95% CI 0.32-0.60)和NAION (HR 0.31, 95% CI 0.15-0.64)的风险降低相关。在二甲双胍和胰岛素使用者以及在随访期间开始额外的抗高血糖治疗的患者中,这种关联是一致的。结论:与没有GIP活性的GLP-1RAs相比,在服用GLP-1RA的T2D患者中,替西肽与视网膜并发症、视力保护干预和NAION的风险较低相关。这些发现支持替西肽有利的眼部安全性,尽管在前瞻性研究中得到证实是必要的。
{"title":"Ocular Outcomes with Tirzepatide Versus Glucagon-like Peptide-1 Receptor Agonists in Type 2 Diabetes.","authors":"Alexander T Hong, Forest Lin, Jeremy D Keenan, Jay M Stewart","doi":"10.1016/j.oret.2026.02.002","DOIUrl":"https://doi.org/10.1016/j.oret.2026.02.002","url":null,"abstract":"<p><strong>Background: </strong>Glucagon-like peptide-1 receptor agonists (GLP-1RAs) have shown both protective and adverse effects on ocular outcomes. Tirzepatide, a dual glucose-dependent insulinotropic polypeptide (GIP)/GLP-1RA, achieves greater glycemic and cardiometabolic improvements than non-GIP agonistic GLP-1RAs, yet its ocular safety profile remains poorly characterized.</p><p><strong>Purpose: </strong>To compare the risk of retinal complications in patients with type 2 diabetes (T2D) treated with tirzepatide versus non-GIP GLP-1RAs.</p><p><strong>Design: </strong>A retrospective cohort study analyzed a nationwide electronic health records network from June 2022 to June 2025.</p><p><strong>Participants: </strong>Adults with T2D initiating tirzepatide or a non-GIP GLP-1RA, with no prior use of either drug class. Individuals who initiated any other second-line glucose-lowering therapies within six months prior to or during the study period were excluded to isolate the effect of the medication.</p><p><strong>Methods: </strong>A cohort of patients initiating therapy with tirzepatide were compared to another cohort initiating a non-GIP GLP-1RA. Hazard ratios (HRs) for several ocular outcomes over a 36-month follow-up period were calculated, using propensity score-matched cohorts (1:1) to address confounding from demographics, comorbidities, and medication use. Similar analyses were performed among subpopulations of metformin- or insulin-users at cohort entry and among those who initiated additional antihyperglycemic therapy after index prescription.</p><p><strong>Main outcome measures: </strong>Risk of diabetic retinopathy (DR), diabetic macular edema (DME), vitreous hemorrhage/retinal detachment (VH/RD), need for vision-saving interventions (intravitreal injections, panretinal photocoagulation, or pars plana vitrectomy), and non-arteritic anterior ischemic optic neuropathy (NAION).</p><p><strong>Results: </strong>After matching, each cohort included 102,590 patients. Tirzepatide use was associated with decreased risk of DR (HR 0.60, 95% confidence interval [CI] 0.54-0.65), DME (HR 0.63, 95% CI 0.52-0.74), VH/RD (HR 0.36, 95% CI 0.23-0.55), DR-related vision-saving interventions (HR 0.44, 95% CI 0.32-0.60), and NAION (HR 0.31, 95% CI 0.15-0.64) compared with non-GIP GLP-1RA use. Associations were consistent among metformin and insulin users and in those who initiated additional antihyperglycemic therapy during follow-up.</p><p><strong>Conclusions: </strong>Among patients with T2D taking a GLP-1RA, tirzepatide was associated with lower risks of retinal complications, need for vision-saving interventions, and NAION compared to GLP-1RAs without GIP activity. These findings support a favorable ocular safety profile for tirzepatide, though confirmation in prospective studies is warranted.</p>","PeriodicalId":19501,"journal":{"name":"Ophthalmology. Retina","volume":" ","pages":""},"PeriodicalIF":5.7,"publicationDate":"2026-02-06","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"146143052","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Persistent Patent Primary Hyaloidal Vessel. 原发性玻璃体血管持续未闭。
IF 5.7 Q1 OPHTHALMOLOGY Pub Date : 2026-02-02 DOI: 10.1016/j.oret.2026.01.008
Sagarika Snehi, Anusua Kar, Kanishk Singh, Rajesh Pattebahadur
{"title":"Persistent Patent Primary Hyaloidal Vessel.","authors":"Sagarika Snehi, Anusua Kar, Kanishk Singh, Rajesh Pattebahadur","doi":"10.1016/j.oret.2026.01.008","DOIUrl":"https://doi.org/10.1016/j.oret.2026.01.008","url":null,"abstract":"","PeriodicalId":19501,"journal":{"name":"Ophthalmology. Retina","volume":" ","pages":""},"PeriodicalIF":5.7,"publicationDate":"2026-02-02","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"146113721","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Randomized Trial of Biosimilar ABP 938 Compared with Reference Aflibercept in Adults with Neovascular Age-Related Macular Degeneration ABP 938生物仿制药与afliberept对照治疗成人新生血管性年龄相关性黄斑变性的随机试验
IF 5.7 Q1 OPHTHALMOLOGY Pub Date : 2026-02-01 DOI: 10.1016/j.oret.2025.07.015
Scott Friedman MD , Nikolas London MD , Jan Hamouz MD , Ágnes Kerényi MD , Andras Papp MD, PhD , Tamás Pregun MD , Vincent Chow PhD , Bianca Bautista PhD , Daidong Wang MS , Gary Grachev MD, PhD , Janet Franklin MD

Purpose

To evaluate the clinical efficacy, safety, and immunogenicity of biosimilar ABP 938 compared with the aflibercept reference product (RP) in adults with neovascular (wet) age-related macular degeneration (nAMD).

Design

A randomized, double-masked, active-controlled, multiregional clinical study.

Participants

A total of 579 patients with active treatment-naïve choroidal neovascularization secondary to nAMD were randomized.

Methods

Evaluable patients (N = 576) received 2 mg of ABP 938 (n = 288) or aflibercept RP (n = 288) by intravitreal injection every 4 weeks for the first 3 doses, then every 8 weeks through week 48. At week 16, the ABP 938 group continued on ABP 938 (n = 273), whereas the aflibercept RP group was rerandomized to continue on aflibercept RP (n = 136) or transition to ABP 938 (n = 134).

Main Outcome Measures

The primary efficacy end point was the least squares (LS) mean difference in change in best-corrected visual acuity (BCVA), measured by ETDRS letter score, from baseline to week 8. Secondary efficacy end points, safety, and immunogenicity were analyzed descriptively. In a substudy of patients, serum drug concentration profiles were assessed.

Results

Demographic and baseline characteristics and exposure to treatment were similar between groups. Among initially randomized patients, the LS mean difference in change from baseline in BCVA at week 8 between ABP 938 and aflibercept RP was 0.1, with a 2-sided 95% confidence interval (CI: –1.3, 1.5) and 90% CI (–1.1, 1.3) falling within prespecified similarity margins (–3.9, 3.9, and –3, 3, respectively); thus, the primary clinical efficacy end point was met. Secondary efficacy end points (parallel-arm and posttransition) were overall similar between groups. No clinically meaningful differences were observed in the incidence of ocular and nonocular adverse events or events of interest. A low and similar incidence of binding antidrug antibodies was observed in all groups. The substudy confirmed low systemic exposure of free drug concentrations of ABP 938 and aflibercept RP.

Conclusions

This study supports the conclusion of no clinically meaningful differences in efficacy, safety, and immunogenicity between ABP 938 and aflibercept RP in patients with nAMD. Additionally, transitioning from aflibercept RP to APB 938 at week 16 resulted in comparable efficacy, safety, and immunogenicity between treatment groups.

Financial Disclosure(s)

Proprietary or commercial disclosure may be found in the Footnotes and Disclosures at the end of this article.
目的:评价ABP 938生物仿制药在成人新生血管性(湿性)年龄相关性黄斑变性(nAMD)患者中的临床疗效、安全性和免疫原性,并与阿非利塞普对照产品(RP)进行比较。设计:一项随机、双盲、主动对照、多区域临床研究。参与者:共有579例nAMD继发的活动性treatment-naïve脉络膜新生血管患者被随机分组。方法:可评估患者(N=576)在前3次每4周接受2 mg abp938 (N= 288)或afliberept RP (N= 288)玻璃体内注射,然后每8周至第48周。在第16周,ABP 938组继续使用ABP 938 (n=273),而阿伯西普RP组重新随机分组,继续使用阿伯西普RP (n=136)或过渡到ABP 938 (n=134)。主要结局指标:主要疗效终点为最佳矫正视力(BCVA)变化的最小二乘平均差异,由早期治疗糖尿病视网膜病变研究字母评分测量,从基线到第8周。次要疗效终点、安全性和免疫原性进行描述性分析。在患者的亚研究中,评估了血清药物浓度概况。结果:人口统计学和基线特征以及治疗暴露在两组之间相似。在最初随机分配的患者中,ABP 938和阿非利西普RP在第8周时BCVA基线变化的最小二乘平均差异为0.1,双侧95%置信区间(CI, -1.3, 1.5)和90% CI(-1.1, 1.3)落在预先指定的相似范围内(分别为-3.9,3.9和- 3,3);因此,达到了主要临床疗效终点。次要疗效终点(平行组和转换后)在两组之间总体相似。在眼部和非眼部不良事件或相关事件的发生率方面没有观察到有临床意义的差异。所有组的结合性抗药抗体的发生率都很低且相似。该亚研究证实了ABP 938和afliberept RP的游离药物浓度较低的全身暴露。结论:本研究支持ABP 938和阿波西普RP在nAMD患者的疗效、安全性和免疫原性方面无临床意义的结论。此外,在第16周从阿伯西普RP过渡到APB 938的总体疗效、安全性和免疫原性与持续治疗组相当。
{"title":"Randomized Trial of Biosimilar ABP 938 Compared with Reference Aflibercept in Adults with Neovascular Age-Related Macular Degeneration","authors":"Scott Friedman MD ,&nbsp;Nikolas London MD ,&nbsp;Jan Hamouz MD ,&nbsp;Ágnes Kerényi MD ,&nbsp;Andras Papp MD, PhD ,&nbsp;Tamás Pregun MD ,&nbsp;Vincent Chow PhD ,&nbsp;Bianca Bautista PhD ,&nbsp;Daidong Wang MS ,&nbsp;Gary Grachev MD, PhD ,&nbsp;Janet Franklin MD","doi":"10.1016/j.oret.2025.07.015","DOIUrl":"10.1016/j.oret.2025.07.015","url":null,"abstract":"<div><h3>Purpose</h3><div>To evaluate the clinical efficacy, safety, and immunogenicity of biosimilar ABP 938 compared with the aflibercept reference product (RP) in adults with neovascular (wet) age-related macular degeneration (nAMD).</div></div><div><h3>Design</h3><div>A randomized, double-masked, active-controlled, multiregional clinical study.</div></div><div><h3>Participants</h3><div>A total of 579 patients with active treatment-naïve choroidal neovascularization secondary to nAMD were randomized.</div></div><div><h3>Methods</h3><div>Evaluable patients (N = 576) received 2 mg of ABP 938 (n = 288) or aflibercept RP (n = 288) by intravitreal injection every 4 weeks for the first 3 doses, then every 8 weeks through week 48. At week 16, the ABP 938 group continued on ABP 938 (n = 273), whereas the aflibercept RP group was rerandomized to continue on aflibercept RP (n = 136) or transition to ABP 938 (n = 134).</div></div><div><h3>Main Outcome Measures</h3><div>The primary efficacy end point was the least squares (LS) mean difference in change in best-corrected visual acuity (BCVA), measured by ETDRS letter score, from baseline to week 8. Secondary efficacy end points, safety, and immunogenicity were analyzed descriptively. In a substudy of patients, serum drug concentration profiles were assessed.</div></div><div><h3>Results</h3><div>Demographic and baseline characteristics and exposure to treatment were similar between groups. Among initially randomized patients, the LS mean difference in change from baseline in BCVA at week 8 between ABP 938 and aflibercept RP was 0.1, with a 2-sided 95% confidence interval (CI: –1.3, 1.5) and 90% CI (–1.1, 1.3) falling within prespecified similarity margins (–3.9, 3.9, and –3, 3, respectively); thus, the primary clinical efficacy end point was met. Secondary efficacy end points (parallel-arm and posttransition) were overall similar between groups. No clinically meaningful differences were observed in the incidence of ocular and nonocular adverse events or events of interest. A low and similar incidence of binding antidrug antibodies was observed in all groups. The substudy confirmed low systemic exposure of free drug concentrations of ABP 938 and aflibercept RP.</div></div><div><h3>Conclusions</h3><div>This study supports the conclusion of no clinically meaningful differences in efficacy, safety, and immunogenicity between ABP 938 and aflibercept RP in patients with nAMD. Additionally, transitioning from aflibercept RP to APB 938 at week 16 resulted in comparable efficacy, safety, and immunogenicity between treatment groups.</div></div><div><h3>Financial Disclosure(s)</h3><div>Proprietary or commercial disclosure may be found in the Footnotes and Disclosures at the end of this article.</div></div>","PeriodicalId":19501,"journal":{"name":"Ophthalmology. Retina","volume":"10 2","pages":"Pages 152-164"},"PeriodicalIF":5.7,"publicationDate":"2026-02-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"144794945","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
The Association between Retinal Vascular Occlusions and Dementia 视网膜血管闭塞与痴呆之间的关系:英国生物库回顾性纵向研究。
IF 5.7 Q1 OPHTHALMOLOGY Pub Date : 2026-02-01 DOI: 10.1016/j.oret.2025.08.010
Audrey Gao BA , Fatima Tuz-Zahra MS , Viha Vig MBChB , Rebecca Zeng MD , Yorghos Tripodis PhD , Thor D. Stein MD, PhD , Michael L. Alosco PhD , Steven Ness MD , Xuejing Chen MD , Nicole Siegel MD , Manju L. Subramanian MD

Purpose

Vascular disease is associated with increased incidence of dementia and has the potential to be an indicator of underlying cognitive disease. The goal of this study is to investigate the association between retinal vascular occlusions and neurodegenerative disorders that lead to dementia, including all-cause dementia, Alzheimer disease (AD), and vascular dementia (VD).

Design

Retrospective longitudinal cohort study.

Participants

This study consists of 502 133 participants from the UK Biobank, aged 40 to 69 years at recruitment. There are 1463 individuals with retinal vascular occlusion and 500 670 individuals without.

Methods

Individuals were categorized as having retinal vein occlusion (RVO), retinal artery occlusion (RAO), and any retinal vascular occlusion (both RVO and RAO). Prevalence and incidence of all-cause dementia, AD, and VD were calculated. The patients with RVO were then matched on age, sex, education, and employment score on a 1:3 ratio to controls. Univariate and multivariate Cox proportional hazards models on the matched participants were used to determine associations over time to all-cause dementia, AD, and VD, with added adjustments for diabetes, hypertension, and smoking status.

Main Outcome Measures

Prevalence and hazard ratios (HRs) of all-cause dementia, AD, and VD.

Results

The prevalence of all-cause dementia and AD is significantly increased among patients with RVO, RAO, and any retinal vascular occlusion, whereas the prevalence of VD is significantly increased in RVO and any retinal vascular occlusion. In the matched analysis, increased risk for all-cause dementia was seen in patients with any retinal vascular occlusion (HR, 1.52; confidence interval [CI], 1.11–2.07, P = 0.01) and RVO (HR, 1.38; CI, 1.01–1.90, P = 0.04). When adjusting for covariates, RVO did not show increased risk of all-cause dementia, AD, and VD.

Conclusions

Any retinal vascular occlusions and RVO are associated with increased risk of all-cause dementia, and individuals with RVO also have higher risk of VD. After adjusting for shared risk factors, there is no association between dementia and retinal vascular occlusions. Findings from this study are both consistent and in conflict with prior reports, and indicate that the connection between retinal vascular occlusions and neurodegenerative diseases causing dementia may be due to their shared pathogenesis and risk factors.

Financial Disclosure(s)

Proprietary or commercial disclosure may be found in the Footnotes and Disclosures at the end of this article.
目的:血管疾病与痴呆发病率增加相关,有可能成为潜在认知疾病的指标。本研究的目的是研究视网膜血管闭塞与导致痴呆的神经退行性疾病之间的关系,包括全因痴呆、阿尔茨海默病(AD)和血管性痴呆(VD)。设计:回顾性纵向队列研究。参与者:本研究包括来自英国生物银行的502133名参与者,招募时年龄在40-69岁之间。有1463人患有视网膜血管闭塞,500670人没有。方法:将个体分为视网膜静脉闭塞(RVO)、视网膜动脉闭塞(RAO)和任何视网膜血管闭塞(RVO和RAO)。计算全因痴呆、AD和VD的患病率和发病率。然后将视网膜血管闭塞患者的年龄、性别、教育程度和就业得分与对照组按1:3的比例进行匹配。使用匹配参与者的单因素和多因素Cox比例风险模型来确定随时间推移与全因痴呆、AD和VD的关系,并对糖尿病、高血压和吸烟状况进行调整。主要结局指标:全因痴呆、AD和VD的患病率和风险比。结果:RVO、RAO和任何视网膜血管闭塞患者的全因痴呆和AD患病率显著增加,而RVO和任何视网膜血管闭塞患者的VD患病率显著增加。在匹配分析中,任何视网膜血管闭塞(HR 1.52, CI 1.11-2.07, p=0.01)和RVO (HR 1.38, CI 1.01-1.90, p=0.04)的患者患全因痴呆的风险增加。当调整协变量时,视网膜血管闭塞并没有显示出全因痴呆、AD和VD的风险增加。结论:任何视网膜血管闭塞和RVO都与全因痴呆的风险增加有关,RVO患者也有更高的VD风险。在调整了共同的危险因素后,痴呆和视网膜血管闭塞之间没有关联。本研究的结果与先前的报道既一致又矛盾,表明视网膜血管闭塞与引起痴呆的神经退行性疾病之间的联系可能是由于它们共同的发病机制和危险因素。
{"title":"The Association between Retinal Vascular Occlusions and Dementia","authors":"Audrey Gao BA ,&nbsp;Fatima Tuz-Zahra MS ,&nbsp;Viha Vig MBChB ,&nbsp;Rebecca Zeng MD ,&nbsp;Yorghos Tripodis PhD ,&nbsp;Thor D. Stein MD, PhD ,&nbsp;Michael L. Alosco PhD ,&nbsp;Steven Ness MD ,&nbsp;Xuejing Chen MD ,&nbsp;Nicole Siegel MD ,&nbsp;Manju L. Subramanian MD","doi":"10.1016/j.oret.2025.08.010","DOIUrl":"10.1016/j.oret.2025.08.010","url":null,"abstract":"<div><h3>Purpose</h3><div>Vascular disease is associated with increased incidence of dementia and has the potential to be an indicator of underlying cognitive disease. The goal of this study is to investigate the association between retinal vascular occlusions and neurodegenerative disorders that lead to dementia, including all-cause dementia, Alzheimer disease (AD), and vascular dementia (VD).</div></div><div><h3>Design</h3><div>Retrospective longitudinal cohort study.</div></div><div><h3>Participants</h3><div>This study consists of 502 133 participants from the UK Biobank, aged 40 to 69 years at recruitment. There are 1463 individuals with retinal vascular occlusion and 500 670 individuals without.</div></div><div><h3>Methods</h3><div>Individuals were categorized as having retinal vein occlusion (RVO), retinal artery occlusion (RAO), and any retinal vascular occlusion (both RVO and RAO). Prevalence and incidence of all-cause dementia, AD, and VD were calculated. The patients with RVO were then matched on age, sex, education, and employment score on a 1:3 ratio to controls. Univariate and multivariate Cox proportional hazards models on the matched participants were used to determine associations over time to all-cause dementia, AD, and VD, with added adjustments for diabetes, hypertension, and smoking status.</div></div><div><h3>Main Outcome Measures</h3><div>Prevalence and hazard ratios (HRs) of all-cause dementia, AD, and VD.</div></div><div><h3>Results</h3><div>The prevalence of all-cause dementia and AD is significantly increased among patients with RVO, RAO, and any retinal vascular occlusion, whereas the prevalence of VD is significantly increased in RVO and any retinal vascular occlusion. In the matched analysis, increased risk for all-cause dementia was seen in patients with any retinal vascular occlusion (HR, 1.52; confidence interval [CI], 1.11–2.07, <em>P</em> = 0.01) and RVO (HR, 1.38; CI, 1.01–1.90, <em>P</em> = 0.04). When adjusting for covariates, RVO did not show increased risk of all-cause dementia, AD, and VD.</div></div><div><h3>Conclusions</h3><div>Any retinal vascular occlusions and RVO are associated with increased risk of all-cause dementia, and individuals with RVO also have higher risk of VD. After adjusting for shared risk factors, there is no association between dementia and retinal vascular occlusions. Findings from this study are both consistent and in conflict with prior reports, and indicate that the connection between retinal vascular occlusions and neurodegenerative diseases causing dementia may be due to their shared pathogenesis and risk factors.</div></div><div><h3>Financial Disclosure(s)</h3><div>Proprietary or commercial disclosure may be found in the Footnotes and Disclosures at the end of this article.</div></div>","PeriodicalId":19501,"journal":{"name":"Ophthalmology. Retina","volume":"10 2","pages":"Pages 128-134"},"PeriodicalIF":5.7,"publicationDate":"2026-02-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"144874327","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Tumor Artery-Retinal Vein Anastomosis in Juxtapapillary Retinal Capillary Hemangioma 乳头旁视网膜毛细血管瘤的肿瘤动脉-视网膜静脉吻合。
IF 5.7 Q1 OPHTHALMOLOGY Pub Date : 2026-02-01 DOI: 10.1016/j.oret.2025.05.022
Gongpeng Sun MD , Meixia Zhang MD, PhD
{"title":"Tumor Artery-Retinal Vein Anastomosis in Juxtapapillary Retinal Capillary Hemangioma","authors":"Gongpeng Sun MD ,&nbsp;Meixia Zhang MD, PhD","doi":"10.1016/j.oret.2025.05.022","DOIUrl":"10.1016/j.oret.2025.05.022","url":null,"abstract":"","PeriodicalId":19501,"journal":{"name":"Ophthalmology. Retina","volume":"10 2","pages":"Page e12"},"PeriodicalIF":5.7,"publicationDate":"2026-02-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"144275522","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Noninvasive Synthesis of Multiframe Ultra-Widefield Fluorescein Angiography from Color Fundus Photographs 彩色眼底照片无创合成多帧超宽视场荧光素血管造影。
IF 5.7 Q1 OPHTHALMOLOGY Pub Date : 2026-02-01 DOI: 10.1016/j.oret.2025.08.002
Ruoyu Chen MD , Kezheng Xu MD , Kangyan Zheng MD , Weiyi Zhang MS , Yan Lu MD, PhD , Mingguang He MD, PhD , Danli Shi MD, PhD

Purpose

To generate dye-free ultra-widefield fluorescein angiography (UWF-FA) images from noninvasive ultra-widefield color fundus photography (UWF-CFP) using generative artificial intelligence (AI) and to evaluate its effectiveness in diabetic retinopathy (DR) screening.

Design

A cross-sectional study involving generative AI.

Participants

This study included 1263 patients with DR (2747 UWF-CFP images and 18 321 UWF-FA images) from the Second People's Hospital of Foshan.

Methods

Ultra-widefield CFP and UWF-FA image pairs were matched and used to train a pix2pixHD generative adversarial network (GAN)-based model modified with Gradient Variance Loss. The generated UWF-FA images were evaluated using quantitative similarity metrics and qualitative ophthalmologist evaluation. An external data set, DeepDRiD, was used to validate the contribution of the generated UWF-FA images to DR grading.

Main Outcome Measures

The area under the receiver operating characteristic curve for DR grading.

Results

The generated early-, mid-, and late-phase UWF-FA images demonstrated high authenticity, with multiscale similarity scores ranging from 0.70 to 0.91 and qualitative evaluation scores from 1.64 to 1.98 (1 = real UWF-FA quality). In a Turing test with 50 randomly selected images, 56% to 76% of the generated images were indistinguishable from real images. Generated UWF-FA images successfully depict details of DR lesions, such as a nonperfusion area and leakage. The incorporation of these generated UWF-FA images in DR grading significantly improved the area under the receiver operating characteristic curve from 0.869 to 0.904 compared with the baseline model using UWF-CFP images alone (P < 0.001).

Conclusions

The study suggests that the GAN-based model can successfully generate realistic multiframe UWF-FA images, which could enhance DR grading without the need for IV dye injection, with the potential to improve the safety and accessibility of DR screening.

Financial Disclosure(s)

Proprietary or commercial disclosure may be found in the Footnotes and Disclosures at the end of this article.
目的:利用生成式人工智能(GenAI)从无创UWF彩色眼底摄影(UWF- cfp)生成无染料超宽场荧光素血管造影(UWF- fa)图像,并评估其在糖尿病视网膜病变(DR)筛查中的有效性。设计:涉及GenAI的横断面研究。研究对象:本研究纳入佛山市第二人民医院1263例DR患者,其中UWF-CFP图像2747张,UWF-FA图像18321张。方法:将UWF-CFP和UWF-FA图像对进行匹配,利用梯度方差损失修正后的pix2pixHD gan模型进行训练。生成的UWF-FA图像使用定量相似性指标和定性眼科医生评价进行评估。使用外部数据集DeepDRiD来验证生成的UWF-FA图像对DR分级的贡献。主要观察指标:DR分级的受试者工作特征曲线下面积(AUROC)。结果:生成的UWF-FA早、中、后期图像具有较高的真实性,多尺度相似性评分(MS-SSIM)范围为0.70 ~ 0.91,定性评价评分范围为1.64 ~ 1.98(1=真实UWF-FA质量)。在对50张随机选择的图像进行图灵测试时,生成的图像中有56%到76%与真实图像无法区分。生成的UWF-FA图像成功地描绘了DR病变的细节,如非灌注区域和泄漏。与仅使用UWF-CFP图像的基线模型相比,将这些生成的UWF-FA图像纳入DR分级显著提高了AUROC,从0.869提高到0.904 (P < 0.001)。结论:本研究提示基于gan的模型可以成功生成逼真的多帧UWF-FA图像,无需静脉注射染料即可提高DR分级,具有提高DR筛查安全性和可及性的潜力。
{"title":"Noninvasive Synthesis of Multiframe Ultra-Widefield Fluorescein Angiography from Color Fundus Photographs","authors":"Ruoyu Chen MD ,&nbsp;Kezheng Xu MD ,&nbsp;Kangyan Zheng MD ,&nbsp;Weiyi Zhang MS ,&nbsp;Yan Lu MD, PhD ,&nbsp;Mingguang He MD, PhD ,&nbsp;Danli Shi MD, PhD","doi":"10.1016/j.oret.2025.08.002","DOIUrl":"10.1016/j.oret.2025.08.002","url":null,"abstract":"<div><h3>Purpose</h3><div>To generate dye-free ultra-widefield fluorescein angiography (UWF-FA) images from noninvasive ultra-widefield color fundus photography (UWF-CFP) using generative artificial intelligence (AI) and to evaluate its effectiveness in diabetic retinopathy (DR) screening.</div></div><div><h3>Design</h3><div>A cross-sectional study involving generative AI.</div></div><div><h3>Participants</h3><div>This study included 1263 patients with DR (2747 UWF-CFP images and 18 321 UWF-FA images) from the Second People's Hospital of Foshan.</div></div><div><h3>Methods</h3><div>Ultra-widefield CFP and UWF-FA image pairs were matched and used to train a pix2pixHD generative adversarial network (GAN)-based model modified with Gradient Variance Loss. The generated UWF-FA images were evaluated using quantitative similarity metrics and qualitative ophthalmologist evaluation. An external data set, DeepDRiD, was used to validate the contribution of the generated UWF-FA images to DR grading.</div></div><div><h3>Main Outcome Measures</h3><div>The area under the receiver operating characteristic curve for DR grading.</div></div><div><h3>Results</h3><div>The generated early-, mid-, and late-phase UWF-FA images demonstrated high authenticity, with multiscale similarity scores ranging from 0.70 to 0.91 and qualitative evaluation scores from 1.64 to 1.98 (1 = real UWF-FA quality). In a Turing test with 50 randomly selected images, 56% to 76% of the generated images were indistinguishable from real images. Generated UWF-FA images successfully depict details of DR lesions, such as a nonperfusion area and leakage. The incorporation of these generated UWF-FA images in DR grading significantly improved the area under the receiver operating characteristic curve from 0.869 to 0.904 compared with the baseline model using UWF-CFP images alone (<em>P</em> &lt; 0.001).</div></div><div><h3>Conclusions</h3><div>The study suggests that the GAN-based model can successfully generate realistic multiframe UWF-FA images, which could enhance DR grading without the need for IV dye injection, with the potential to improve the safety and accessibility of DR screening.</div></div><div><h3>Financial Disclosure(s)</h3><div>Proprietary or commercial disclosure may be found in the Footnotes and Disclosures at the end of this article.</div></div>","PeriodicalId":19501,"journal":{"name":"Ophthalmology. Retina","volume":"10 2","pages":"Pages 176-184"},"PeriodicalIF":5.7,"publicationDate":"2026-02-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"144812251","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
期刊
Ophthalmology. Retina
全部 Acc. Chem. Res. ACS Applied Bio Materials ACS Appl. Electron. Mater. ACS Appl. Energy Mater. ACS Appl. Mater. Interfaces ACS Appl. Nano Mater. ACS Appl. Polym. Mater. ACS BIOMATER-SCI ENG ACS Catal. ACS Cent. Sci. ACS Chem. Biol. ACS Chemical Health & Safety ACS Chem. Neurosci. ACS Comb. Sci. ACS Earth Space Chem. ACS Energy Lett. ACS Infect. Dis. ACS Macro Lett. ACS Mater. Lett. ACS Med. Chem. Lett. ACS Nano ACS Omega ACS Photonics ACS Sens. ACS Sustainable Chem. Eng. ACS Synth. Biol. Anal. Chem. BIOCHEMISTRY-US Bioconjugate Chem. BIOMACROMOLECULES Chem. Res. Toxicol. Chem. Rev. Chem. Mater. CRYST GROWTH DES ENERG FUEL Environ. Sci. Technol. Environ. Sci. Technol. Lett. Eur. J. Inorg. Chem. IND ENG CHEM RES Inorg. Chem. J. Agric. Food. Chem. J. Chem. Eng. Data J. Chem. Educ. J. Chem. Inf. Model. J. Chem. Theory Comput. J. Med. Chem. J. Nat. Prod. J PROTEOME RES J. Am. Chem. Soc. LANGMUIR MACROMOLECULES Mol. Pharmaceutics Nano Lett. Org. Lett. ORG PROCESS RES DEV ORGANOMETALLICS J. Org. Chem. J. Phys. Chem. J. Phys. Chem. A J. Phys. Chem. B J. Phys. Chem. C J. Phys. Chem. Lett. Analyst Anal. Methods Biomater. Sci. Catal. Sci. Technol. Chem. Commun. Chem. Soc. Rev. CHEM EDUC RES PRACT CRYSTENGCOMM Dalton Trans. Energy Environ. Sci. ENVIRON SCI-NANO ENVIRON SCI-PROC IMP ENVIRON SCI-WAT RES Faraday Discuss. Food Funct. Green Chem. Inorg. Chem. Front. Integr. Biol. J. Anal. At. Spectrom. J. Mater. Chem. A J. Mater. Chem. B J. Mater. Chem. C Lab Chip Mater. Chem. Front. Mater. Horiz. MEDCHEMCOMM Metallomics Mol. Biosyst. Mol. Syst. Des. Eng. Nanoscale Nanoscale Horiz. Nat. Prod. Rep. New J. Chem. Org. Biomol. Chem. Org. Chem. Front. PHOTOCH PHOTOBIO SCI PCCP Polym. Chem.
×
引用
GB/T 7714-2015
复制
MLA
复制
APA
复制
导出至
BibTeX EndNote RefMan NoteFirst NoteExpress
×
0
微信
客服QQ
Book学术公众号 扫码关注我们
反馈
×
意见反馈
请填写您的意见或建议
请填写您的手机或邮箱
×
提示
您的信息不完整,为了账户安全,请先补充。
现在去补充
×
提示
您因"违规操作"
具体请查看互助需知
我知道了
×
提示
现在去查看 取消
×
提示
确定
Book学术官方微信
Book学术文献互助
Book学术文献互助群
群 号:604180095
Book学术
文献互助 智能选刊 最新文献 互助须知 联系我们:info@booksci.cn
Book学术提供免费学术资源搜索服务,方便国内外学者检索中英文文献。致力于提供最便捷和优质的服务体验。
Copyright © 2023 Book学术 All rights reserved.
ghs 京公网安备 11010802042870号 京ICP备2023020795号-1