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Randomised, double-masked trial to compare the efficacy, safety and immunogenicity of the biosimilar aflibercept FYB203 with reference aflibercept in patients with neovascular age-related macular degeneration. 比较阿非利塞普FYB203与参考阿非利塞普在新生血管性年龄相关性黄斑变性患者中的有效性、安全性和免疫原性的随机双盲试验。
IF 2.2 Q2 OPHTHALMOLOGY Pub Date : 2026-01-05 DOI: 10.1136/bmjophth-2025-002398
Sigrid Balser, Björn Capsius, Rahul Hole, András Papp, Nicole Preissinger, Alexis Rozenknop, Theodor Tiko

Objective: Biosimilars are helping to reduce the cost burden of treatment and widen patient access to therapies. This multicentre trial compared the efficacy, safety and immunogenicity of the biosimilar aflibercept FYB203 with reference aflibercept in patients with neovascular age-related macular degeneration (nAMD).

Methods and analysis: Patients aged ≥50 years with newly diagnosed nAMD and a best-corrected visual acuity (BCVA) between 20/40 and 20/200 Snellen equivalent were randomised (1:1) to double-masked treatment with 2 mg FYB203 or EU-approved reference aflibercept by intravitreal injection every 4 weeks for three doses (baseline, weeks 4 and 8) then every 8 weeks up to week 48. The primary efficacy endpoint was the change from baseline in BCVA by Early Treatment Diabetic Retinopathy Study (ETDRS) letters at week 8 in the study eye. Therapeutic equivalence of FYB203 and reference aflibercept was demonstrated if, depending on the regulatory requirement with respect to the significance level, the two-sided 90.4% and 95.2% CIs were within the predefined equivalence interval of (-3.5 to 3.5) ETDRS letters.

Results: A total of 433 patients received treatment with FYB203 (n=215) or reference aflibercept (n=218). Mean improvement in BCVA from baseline to week 8 was 6.6 ETDRS letters with FYB203 and 5.6 ETDRS letters with reference aflibercept, with an estimated mean treatment difference of 1.0 and the two-sided 90.4% CI (-0.3 to 2.2) and 95.2% CI (-0.6 to 2.5) fully contained within the pre-defined equivalence margins, confirming therapeutic equivalence between FYB203 and reference aflibercept. Safety and immunogenicity profiles were similar between groups.

Conclusion: Although conducted during the COVID-19 pandemic in a potentially vulnerable elderly population and affected by geopolitical disruption in Ukraine, mitigation measures minimised the overall impact of these events. FYB203 demonstrated therapeutic equivalence to reference aflibercept in patients with nAMD, supporting similar clinical performance across all approved indications.

Trial registration number: Clinicaltrials.gov: NCT04522167; EudraCT: 2019-003923-39.

目的:生物仿制药有助于减轻治疗成本负担,扩大患者获得治疗的机会。这项多中心试验比较了生物仿制药阿非利塞普FYB203与参比阿非利塞普在新生血管性年龄相关性黄斑变性(nAMD)患者中的疗效、安全性和免疫原性。方法和分析:年龄≥50岁,新诊断为nAMD,最佳矫正视力(BCVA)在20/40和20/200 Snellen当量之间的患者被随机(1:1)分配到双盲治疗组,每4周通过玻璃体内注射2mg FYB203或欧盟批准的参考阿夫利塞普,共3次剂量(基线,第4周和第8周),然后每8周至第48周。主要疗效终点是研究眼第8周早期治疗糖尿病视网膜病变研究(ETDRS)中BCVA较基线的变化。根据有关显著性水平的监管要求,如果90.4%和95.2%的双侧ci在(-3.5至3.5)ETDRS字母的预定义等效区间内,则证明FYB203和参考aflibercept的治疗等效性。结果:共有433例患者接受了FYB203 (n=215)或阿布西普(n=218)的治疗。从基线到第8周,BCVA的平均改善FYB203为6.6个ETDRS字母,参考aflibercept为5.6个ETDRS字母,估计平均治疗差异为1.0,双侧90.4% CI(-0.3至2.2)和95.2% CI(-0.6至2.5)完全包含在预定义的等效范围内,证实FYB203和参考aflibercept之间的治疗等效。两组间的安全性和免疫原性相似。结论:尽管在2019冠状病毒病大流行期间对可能脆弱的老年人群进行了研究,并受到乌克兰地缘政治破坏的影响,但缓解措施将这些事件的总体影响降至最低。FYB203在nAMD患者中表现出与参考阿布西普的治疗等效性,支持所有已批准适应症的相似临床表现。试验注册号:Clinicaltrials.gov: NCT04522167;EudraCT: 2019-003923-39。
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引用次数: 0
Modelling direct healthcare costs for screening and treatment of retinopathy of prematurity among infants born at gestational age <24 weeks: findings from a Swedish cohort. 对胎龄<24周出生的早产儿视网膜病变筛查和治疗的直接医疗成本建模:来自瑞典队列的研究结果
IF 2.2 Q2 OPHTHALMOLOGY Pub Date : 2025-12-31 DOI: 10.1136/bmjophth-2025-002507
Chatarina Löfqvist, Shambhavi Sharma, Ann Hellström, Hanna Gyllensten

Objective: Sweden has a long-standing tradition of actively managing infants born extremely preterm at 22-23 weeks' gestational age. This study analyses screening and treatment pathways for retinopathy of prematurity (ROP) in these infants, assessing costs and health outcomes to develop a model of direct healthcare costs.

Method and analysis: The cohort included all 399 infants born at 22-23 weeks in Sweden (2007-2018) who underwent ROP screening, recorded in the national ROP registry SWEDROP. A health economic model estimated costs based on three primary pathways: (1) no sight-saving treatment, (2) laser as initial treatment and (3) anti-vascular endothelial growth factor (anti-VEGF) as initial treatment. Pathways 2 and 3 were further divided into single and multiple treatments. Costs were calculated using screening frequency, treatment and neonatal care expenses. Register data were verified against medical records. An expanded model incorporated gestational age and comorbidities.

Results: In the basic model, 36% received laser (16 screenings on average; 32% required retreatment), while 7% received anti-VEGF injections (25 screenings; 69% required retreatment). The cost of screening and treating an infant with laser was Int$ 18 590, compared with Int$ 20 792 for anti-VEGF. The expanded models showed similar screening and treatment frequencies.

Conclusion: Despite similar overall costs, the higher screening burden in the anti-VEGF group (25 vs 16 screenings) raises concerns regarding cost-effectiveness and potential health impacts. Main limitations include the use of cost data from a single hospital, potential selection bias between treatment groups and limited precision in small subgroups. These findings lay the groundwork for future research on long-term health and cost outcomes in this vulnerable population.

目的:瑞典有积极管理22-23周胎龄极度早产婴儿的悠久传统。本研究分析了早产儿视网膜病变(ROP)的筛查和治疗途径,评估了成本和健康结果,以建立直接医疗成本模型。方法和分析:该队列包括在瑞典(2007-2018)出生22-23周的399名婴儿,他们接受了ROP筛查,记录在国家ROP登记处SWEDROP中。健康经济模型基于三种主要途径估算成本:(1)无视力拯救治疗,(2)激光作为初始治疗,(3)抗血管内皮生长因子(anti-VEGF)作为初始治疗。途径2和途径3进一步分为单一和多重治疗。费用是根据筛查频率、治疗和新生儿护理费用来计算的。登记数据与医疗记录进行了核对。扩大模型纳入胎龄和合并症。结果:基础模型中36%接受激光治疗(平均16次筛查,32%需要再治疗),7%接受抗vegf注射(25次筛查,69%需要再治疗)。用激光筛查和治疗婴儿的费用为18590美元,而抗vegf的费用为20792美元。扩展模型显示出相似的筛选和治疗频率。结论:尽管总体成本相似,但抗vegf组较高的筛查负担(25次vs 16次)引起了对成本效益和潜在健康影响的担忧。主要局限性包括使用单一医院的成本数据,治疗组之间潜在的选择偏差以及小亚组的精度有限。这些发现为今后对这一弱势群体的长期健康和成本结果进行研究奠定了基础。
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引用次数: 0
Gas versus GaslEss surgery for full thickness Macular hole (GEM): study protocol for a randomised, assessor-masked, surgical feasibility study. 全层黄斑孔(GEM)的气体手术与无气体手术:一项随机、评估器屏蔽、手术可行性研究的研究方案。
IF 2.2 Q2 OPHTHALMOLOGY Pub Date : 2025-12-25 DOI: 10.1136/bmjophth-2025-002260
George S P Murphy, Hatem A Wafa, Maryrose Tarpey, David Wyatt, Yanzhong Wang, David H Steel, Timothy L Jackson

Introduction: Pars plana vitrectomy with intravitreal gas tamponade has been the standard treatment for full-thickness macular holes (FTMHs) for the last 30 years. Gas tamponade has multiple drawbacks: it results in very poor vision for several weeks, limiting patients' ability to drive and work; many undertake intensive face-down posturing for about a week after surgery, to float the gas bubble onto the macula; gas is cataractogenic and prevents adequate fundus examination; it can elevate intraocular pressure, mandating regular hospital review; patients cannot fly and the fluorocarbon tamponades are extremely potent and long-lived greenhouse gases.Six uncontrolled retrospective case series have reported promising results utilising novel FTMH surgery without gas tamponade.The study aims to establish if it is feasible to recruit, retain and evaluate patients with FTMHs into a pivotal randomised control trial of vitrectomy without gas tamponade. The main clinical aim is to collect preliminary safety and efficacy data, comparing gasless with standard vitrectomy.

Methods and analysis: This randomised, assessor-masked, surgical, feasibility study aims to recruit 60 participants with FTMH from six English National Health Service sites. Participants will be randomised 1:1 to either standard vitrectomy, gas tamponade and postoperative posturing, or to gasless vitrectomy without posturing. Gasless surgery involves folding a hinged flap of internal limiting membrane over the hole, secured by gravity and a viscoelastic gel. Participants attend postoperatively for examination and imaging. The main feasibility outcomes are recruitment and retention rates, cross-over and participant treatment acceptability. The main clinical outcomes are primary FTMH closure (3 months), best-corrected visual acuity (6 months) and adverse events.

Ethics and dissemination: South Central-Hampshire A research ethics committee gave a favourable opinion of the study (Reference: 24/SC/0019, 16 February 2024). The study results will be published in a peer-reviewed journal.

Trial registration number: NCT06079593 .

简介:在过去的30年里,玻璃体局部切除术和玻璃体内气体填塞一直是治疗全层黄斑孔(FTMHs)的标准方法。气体填塞有多种缺点:它会导致数周的视力非常差,限制患者驾驶和工作的能力;许多人在手术后大约一周的时间里会采取高度集中的面朝下的姿势,使气泡漂浮在黄斑上;气体会导致白内障,妨碍充分的眼底检查;它可以提高眼压,要求定期去医院检查;病人不能坐飞机,而氟碳填塞是一种非常有效且寿命很长的温室气体。六个未控制的回顾性病例系列报告了使用新型无气体填塞的FTMH手术的良好结果。该研究旨在确定招募、保留和评估FTMHs患者进行无气体填塞玻璃体切除术的关键随机对照试验是否可行。临床主要目的是收集初步的安全性和有效性数据,比较无气玻璃体切除术和标准玻璃体切除术。方法和分析:这项随机的、评估者被掩盖的、外科手术的可行性研究旨在从6个英国国家卫生服务中心招募60名FTMH患者。参与者将以1:1的比例随机分配到标准玻璃体切除术,气体填塞和术后姿势,或无气体玻璃体切除术而不采取姿势。无气手术包括在孔上折叠一个内部限制膜的铰链瓣,由重力和粘弹性凝胶固定。参与者参加术后检查和成像。主要的可行性结果是招募率和保留率、交叉率和参与者治疗的可接受性。主要临床结果为原发性FTMH闭合(3个月)、最佳矫正视力(6个月)和不良事件。伦理和传播:中南部-汉普郡一个研究伦理委员会对该研究给出了有利的意见(参考文献:24/SC/ 0019,2024年2月16日)。研究结果将发表在同行评议的期刊上。试验注册号:NCT06079593。
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引用次数: 0
Violet light-transmitting intraocular lens increases choroidal thickness: 1-year prospective, randomised controlled trial. 紫光透射人工晶状体增加脉络膜厚度:1年前瞻性随机对照试验。
IF 2.2 Q2 OPHTHALMOLOGY Pub Date : 2025-12-10 DOI: 10.1136/bmjophth-2025-002441
Erisa Yotsukura, Hidemasa Torii, Ken Hayashi, Shunsuke Hayashi, Kazuhiko Ohnuma, Kiwako Mori, Mamoru Ogawa, Akiko Hanyuda, Toshihide Kurihara, Kazuo Tsubota, Kazuno Negishi

Aims: To compare the changes in ocular parameters after implantation of two types of intraocular lenses (IOLs) following cataract surgery. One IOL transmits violet light (VL), and the other does not.

Methods: A total of 402 patients were randomly assigned to receive either a VL-non-transmitting IOL or a VL-transmitting IOL. Ocular parameters were measured preoperatively and postoperatively, and participants completed a lifestyle questionnaire. The choroidal thickness (CT) was measured using the PLEX Elite 9000 (Carl Zeiss Meditec). The associations between changes in CT and age, sex, type of IOL, preoperative CT, time spent outdoors, time spent using a smartphone or tablet and time spent reading were examined using stepwise multiple regression analysis (SPSS V.28.0 for Windows, IBM-SPSS).

Results: The baseline mean spherical equivalents were -4.00±5.97 D and -2.19±4.73 D, the axial lengths were 24.84±1.82 mm and 24.19±1.65 mm, and the CTs were 213.78±102.93 µm and 239.20±104.98 µm for the VL-non-transmitting and VL-transmitting IOL groups, respectively. The mean changes in the CT from 3 to 12 months postoperatively were -0.30±18.32 µm for the VL-non-transmitting IOLs and 3.48±16.46 µm for the VL-transmitting IOLs (p=0.012). Multiple regression analysis identified significant choroidal thickening associated with female sex (p=0.004), VL-transmitting IOL implantation (p=0.049) and increased outdoor exposure (p=0.008).

Conclusion: The choroidal thickening after cataract surgery was associated with the VL-transmitting IOL and longer time spent outdoors with exposure to abundant VL. Despite these findings, this study has several limitations, including a relatively short follow-up period, and it did not assess postoperative lifestyle, VL exposure or actual peripheral defocus in the patients.

Trial registration number: UMIN000038961.

目的:比较两种人工晶状体植入术对白内障术后眼参数的影响。一个人工晶状体可以透射紫光,而另一个则不能。方法:402例患者随机分为两组,一组为vl非透射型人工晶状体,另一组为vl透射型人工晶状体。术前和术后测量眼部参数,并填写生活方式问卷。使用PLEX Elite 9000(卡尔蔡司Meditec)测量脉络膜厚度(CT)。采用逐步多元回归分析(SPSS V.28.0 for Windows, IBM-SPSS)检测CT变化与年龄、性别、人工晶体类型、术前CT、户外活动时间、使用智能手机或平板电脑时间和阅读时间之间的关系。结果:vl -非透射组和vl -透射组的基线平均球体等效度分别为-4.00±5.97 D和-2.19±4.73 D,轴向长度分别为24.84±1.82 mm和24.19±1.65 mm, ct分别为213.78±102.93µm和239.20±104.98µm。术后3 ~ 12个月的CT平均变化为:vl -非透射iol组为-0.30±18.32µm, vl -透射iol组为3.48±16.46µm (p=0.012)。多元回归分析发现,脉络膜增厚与女性(p=0.004)、vl -透射IOL植入术(p=0.049)和户外暴露增加(p=0.008)有关。结论:白内障术后脉络膜增厚与VL传递型人工晶状体及暴露于丰富VL的室外时间延长有关。尽管有这些发现,本研究仍有一些局限性,包括随访时间相对较短,并且没有评估患者术后生活方式、VL暴露或实际外周散焦。试验注册号:UMIN000038961。
{"title":"Violet light-transmitting intraocular lens increases choroidal thickness: 1-year prospective, randomised controlled trial.","authors":"Erisa Yotsukura, Hidemasa Torii, Ken Hayashi, Shunsuke Hayashi, Kazuhiko Ohnuma, Kiwako Mori, Mamoru Ogawa, Akiko Hanyuda, Toshihide Kurihara, Kazuo Tsubota, Kazuno Negishi","doi":"10.1136/bmjophth-2025-002441","DOIUrl":"10.1136/bmjophth-2025-002441","url":null,"abstract":"<p><strong>Aims: </strong>To compare the changes in ocular parameters after implantation of two types of intraocular lenses (IOLs) following cataract surgery. One IOL transmits violet light (VL), and the other does not.</p><p><strong>Methods: </strong>A total of 402 patients were randomly assigned to receive either a VL-non-transmitting IOL or a VL-transmitting IOL. Ocular parameters were measured preoperatively and postoperatively, and participants completed a lifestyle questionnaire. The choroidal thickness (CT) was measured using the PLEX Elite 9000 (Carl Zeiss Meditec). The associations between changes in CT and age, sex, type of IOL, preoperative CT, time spent outdoors, time spent using a smartphone or tablet and time spent reading were examined using stepwise multiple regression analysis (SPSS V.28.0 for Windows, IBM-SPSS).</p><p><strong>Results: </strong>The baseline mean spherical equivalents were -4.00±5.97 D and -2.19±4.73 D, the axial lengths were 24.84±1.82 mm and 24.19±1.65 mm, and the CTs were 213.78±102.93 µm and 239.20±104.98 µm for the VL-non-transmitting and VL-transmitting IOL groups, respectively. The mean changes in the CT from 3 to 12 months postoperatively were -0.30±18.32 µm for the VL-non-transmitting IOLs and 3.48±16.46 µm for the VL-transmitting IOLs (p=0.012). Multiple regression analysis identified significant choroidal thickening associated with female sex (p=0.004), VL-transmitting IOL implantation (p=0.049) and increased outdoor exposure (p=0.008).</p><p><strong>Conclusion: </strong>The choroidal thickening after cataract surgery was associated with the VL-transmitting IOL and longer time spent outdoors with exposure to abundant VL. Despite these findings, this study has several limitations, including a relatively short follow-up period, and it did not assess postoperative lifestyle, VL exposure or actual peripheral defocus in the patients.</p><p><strong>Trial registration number: </strong>UMIN000038961.</p>","PeriodicalId":9286,"journal":{"name":"BMJ Open Ophthalmology","volume":"10 1","pages":""},"PeriodicalIF":2.2,"publicationDate":"2025-12-10","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://www.ncbi.nlm.nih.gov/pmc/articles/PMC12699613/pdf/","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"145721233","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"OA","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Evaluating the diagnostic reasoning of large language models in complex neuro-ophthalmological cases: a comparative analysis of GPT-o1 Pro, GPT-4o, Gemini, Grok 2 and DeepSeek. 评估大型语言模型在复杂神经眼科病例中的诊断推理:gpt - 01 Pro、gpt - 40、Gemini、Grok 2和DeepSeek的比较分析
IF 2.2 Q2 OPHTHALMOLOGY Pub Date : 2025-12-04 DOI: 10.1136/bmjophth-2025-002185
Fang-Fang Zhao, Hu Zhan-Chi, Jia-Jian Liang, Zibo Liu, Xiaoxue He, Yudong Chen, Biyue Guo, Yun Wang, Yih Chung Tham, Ling-Ping Cen

Purpose: This study aims to evaluate and compare the diagnostic reasoning of five large language models (LLMs) in complex neuro-ophthalmological cases. We assessed the performance of GPT-o1 Pro, GPT-4o, Google Gemini, Grok 2 and DeepSeek in handling clinical scenarios related to neuro-ophthalmology.

Method: 18 clinical scenarios, derived from six complex neuro-ophthalmological cases, were presented to five LLMs: GPT-o1 Pro, GPT-4o, Google Gemini, Grok 2 and DeepSeek. The responses generated by these models were evaluated using the Revised-IDEA (R-IDEA) assessment tool. R-IDEA scores for high-quality responses ranged from 6 to 10, with 'Excellent' responses defined as those scoring between 8 and 10. In addition, the simplicity of each response was evaluated based on word count using a readability tool.

Result: GPT-o1 Pro (8.80) significantly outperformed GPT-4o (6.80) and Grok 2 (6.94) in the R-IDEA scores (p=0.001). It achieved 100% high-quality responses, compared with 72.2% for GPT-4o, 77.8% for Grok 2 and 83.3% for both Gemini and DeepSeek (p=0.175). Regarding 'Excellent' responses, GPT-o1 Pro achieved 88.9% of its responses rated as Excellent, significantly outperforming the other models: 27.8% for GPT-4o, 38.9% for Grok 2 and 55.6% for both Gemini and DeepSeek (p=0.003). GPT-o1 Pro used the fewest words, showing significant differences compared with GPT-4o (p<0.001) and Gemini (p=0.032).

Conclusion: The study underscores the superior clinical reasoning capabilities of ChatGPT-o1 Pro in neuro-ophthalmology compared with other LLMs, highlighting its potential for enhancing diagnostic processes in this complex field.

目的:本研究旨在评估和比较五种大型语言模型(llm)在复杂神经眼科病例中的诊断推理。我们评估了gpt - 01 Pro、gpt - 40、谷歌Gemini、Grok 2和DeepSeek在处理与神经眼科相关的临床场景中的表现。方法:对gpt - 01 Pro、gpt - 40、谷歌Gemini、Grok 2和DeepSeek 5位LLMs进行了18例复杂神经眼科病例的临床分析。这些模型产生的反应使用修正idea (R-IDEA)评估工具进行评估。R-IDEA高质量回答的得分范围从6到10,“优秀”回答定义为得分在8到10之间。此外,每个回答的简单性是基于使用可读性工具的字数来评估的。结果:gpt - 01 Pro(8.80分)在R-IDEA评分上显著优于gpt - 40(6.80分)和Grok 2(6.94分)(p=0.001)。与gpt - 40的72.2%、Grok - 2的77.8%和Gemini和DeepSeek的83.3%相比,它达到了100%的高质量应答(p=0.175)。关于“优秀”的回答,gpt - 01 Pro的回答达到了88.9%,显著优于其他模型:gpt - 40为27.8%,Grok 2为38.9%,Gemini和DeepSeek为55.6% (p=0.003)。GPT-o1 Pro使用的单词最少,与gpt - 40相比有显著差异(pp结论:本研究强调了ChatGPT-o1 Pro在神经眼科的临床推理能力优于其他LLMs,突出了其在这一复杂领域增强诊断过程的潜力。
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引用次数: 0
Establishing non-inferiority margins in myopia management contact lens trials with an active control. 在主动对照的近视治疗隐形眼镜试验中建立非劣效边际。
IF 2.2 Q2 OPHTHALMOLOGY Pub Date : 2025-12-03 DOI: 10.1136/bmjophth-2025-002341
Ravi Chandra Bakaraju, Daniel Tilia

The myopia control field stands at an ethical crossroads. Withholding proven soft contact lens interventions in control arms of myopia management trials is increasingly viewed as ethically questionable and operationally challenging, particularly given that MiSight 1-day contact lens has demonstrated efficacy in at least four randomised controlled trials. The recent methodological evolution towards non-inferiority trials against an established control rather than a placebo (single vision) is a welcome change. However, this shift raises a critical challenge: setting non-inferiority margins that are both clinically meaningful and statistically robust.

近视防治领域正站在伦理的十字路口。在近视管理试验的对照组中保留已证实的软性隐形眼镜干预越来越被认为是道德上的问题和操作上的挑战,特别是考虑到MiSight 1天隐形眼镜已在至少四项随机对照试验中证明有效。最近的方法学发展趋向于针对既定对照的非劣效性试验,而不是安慰剂(单一视觉),这是一个可喜的变化。然而,这种转变提出了一个关键的挑战:设定非劣效性边缘,既具有临床意义,又具有统计稳健性。
{"title":"Establishing non-inferiority margins in myopia management contact lens trials with an active control.","authors":"Ravi Chandra Bakaraju, Daniel Tilia","doi":"10.1136/bmjophth-2025-002341","DOIUrl":"10.1136/bmjophth-2025-002341","url":null,"abstract":"<p><p>The myopia control field stands at an ethical crossroads. Withholding proven soft contact lens interventions in control arms of myopia management trials is increasingly viewed as ethically questionable and operationally challenging, particularly given that MiSight 1-day contact lens has demonstrated efficacy in at least four randomised controlled trials. The recent methodological evolution towards non-inferiority trials against an established control rather than a placebo (single vision) is a welcome change. However, this shift raises a critical challenge: setting non-inferiority margins that are both clinically meaningful and statistically robust.</p>","PeriodicalId":9286,"journal":{"name":"BMJ Open Ophthalmology","volume":"10 1","pages":""},"PeriodicalIF":2.2,"publicationDate":"2025-12-03","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://www.ncbi.nlm.nih.gov/pmc/articles/PMC12682156/pdf/","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"145676543","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"OA","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Impact of complications in adult anterior uveitis in a Finnish single-centre registry study. 芬兰单中心注册研究中成人前葡萄膜炎并发症的影响。
IF 2.2 Q2 OPHTHALMOLOGY Pub Date : 2025-11-28 DOI: 10.1136/bmjophth-2025-002210
Aada Leino, Mira Siiskonen, Pasi Ohtonen, Nina Maria Hautala

Objective: To analyse ocular complications, their surgical treatments and risk factors in anterior uveitis (AU).

Methods and analysis: From a single-centre registry of all adult patients with AU in 2009 (n=413), ocular complications of 641 uveitic eyes, their operative treatments and risk factors were studied comparing patients with or without complications.

Results: A total of 269 (42%) uveitic eyes and 189 (46%) patients had ocular complications. The most common complication was cataract in 217 (34%) eyes. Glaucoma was noted in 69 (11%) eyes, cystoid macular oedema in 39 (6%), posterior synechiae in 30 (5%), band keratopathy and optic disc oedema in 11 (2%), and iris atrophy and cystic corneal oedema in one eye (0.2%). Complications were typically observed in the chronic course of AU, without notable sex difference and with non-infectious aetiology. A steroid response, the course of uveitis, eye involvement, oral, subconjunctival and prophylactic dosage of steroids, methotrexate and immunosuppressants management formed significant risk factors for complication development in AU. Respectively, significant risk was also observed with the steroid response in the development of complications other than glaucoma.

Conclusions: A remarkable portion of eyes affected by AU-two out of five-develop ocular complications during long follow-up. Our results highlight the significance of uveitic inflammation and its corticosteroid treatment leading to earlier onset of cataract, glaucoma and their surgical treatments. For the first time, a significant risk was observed between the number of corticosteroid responders and the development of complications, extending beyond glaucoma. The retrospective design of the study can be considered as the main limitation of the study.

目的:分析前葡萄膜炎(AU)的眼部并发症、手术治疗及危险因素。方法和分析:从2009年所有成年AU患者(n=413)的单中心登记中,研究了641只黄斑眼的眼部并发症、手术治疗和危险因素,比较了有无并发症的患者。结果:黄斑269眼(42%),眼部并发症189眼(46%)。最常见的并发症是白内障,217眼(34%)。青光眼69例(11%),囊样黄斑水肿39例(6%),后粘连30例(5%),带状角膜病变和视盘水肿11例(2%),虹膜萎缩和囊性角膜水肿1眼(0.2%)。并发症主要发生在AU的慢性病程中,无明显的性别差异和非感染性病因。类固醇反应、葡萄膜炎病程、眼部受损伤、口服、结膜下和预防性类固醇剂量、甲氨蝶呤和免疫抑制剂管理是AU并发症发生的重要危险因素。此外,类固醇反应对青光眼以外并发症的发生也有显著的风险。结论:在长时间随访中,2 / 5的au患者出现眼部并发症。我们的研究结果强调了葡萄膜炎症及其皮质类固醇治疗导致白内障、青光眼的早期发病及其手术治疗的重要性。首次观察到皮质类固醇应答者的数量和并发症的发展之间存在显著的风险,并延伸到青光眼之外。本研究的回顾性设计是本研究的主要局限性。
{"title":"Impact of complications in adult anterior uveitis in a Finnish single-centre registry study.","authors":"Aada Leino, Mira Siiskonen, Pasi Ohtonen, Nina Maria Hautala","doi":"10.1136/bmjophth-2025-002210","DOIUrl":"10.1136/bmjophth-2025-002210","url":null,"abstract":"<p><strong>Objective: </strong>To analyse ocular complications, their surgical treatments and risk factors in anterior uveitis (AU).</p><p><strong>Methods and analysis: </strong>From a single-centre registry of all adult patients with AU in 2009 (n=413), ocular complications of 641 uveitic eyes, their operative treatments and risk factors were studied comparing patients with or without complications.</p><p><strong>Results: </strong>A total of 269 (42%) uveitic eyes and 189 (46%) patients had ocular complications. The most common complication was cataract in 217 (34%) eyes. Glaucoma was noted in 69 (11%) eyes, cystoid macular oedema in 39 (6%), posterior synechiae in 30 (5%), band keratopathy and optic disc oedema in 11 (2%), and iris atrophy and cystic corneal oedema in one eye (0.2%). Complications were typically observed in the chronic course of AU, without notable sex difference and with non-infectious aetiology. A steroid response, the course of uveitis, eye involvement, oral, subconjunctival and prophylactic dosage of steroids, methotrexate and immunosuppressants management formed significant risk factors for complication development in AU. Respectively, significant risk was also observed with the steroid response in the development of complications other than glaucoma.</p><p><strong>Conclusions: </strong>A remarkable portion of eyes affected by AU-two out of five-develop ocular complications during long follow-up. Our results highlight the significance of uveitic inflammation and its corticosteroid treatment leading to earlier onset of cataract, glaucoma and their surgical treatments. For the first time, a significant risk was observed between the number of corticosteroid responders and the development of complications, extending beyond glaucoma. The retrospective design of the study can be considered as the main limitation of the study.</p>","PeriodicalId":9286,"journal":{"name":"BMJ Open Ophthalmology","volume":"10 1","pages":""},"PeriodicalIF":2.2,"publicationDate":"2025-11-28","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://www.ncbi.nlm.nih.gov/pmc/articles/PMC12666025/pdf/","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"145653468","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"OA","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Associations between estimated glucose disposal rate and age-related ocular diseases in cardiovascular-kidney-metabolic syndrome stages 0-3: a large prospective cohort study. 心血管-肾脏-代谢综合征0-3期患者估计葡萄糖处置率与年龄相关眼部疾病之间的关联:一项大型前瞻性队列研究
IF 2.2 Q2 OPHTHALMOLOGY Pub Date : 2025-11-28 DOI: 10.1136/bmjophth-2025-002465
Linge Jian, Zhiqian Huang, Jiao Qi, Jiaqi Meng, Keke Zhang, Xiangjia Zhu

Objective: This study investigated the relationship between estimated glucose disposal rate (eGDR) and the risk of age-related ocular diseases, including macular degeneration, glaucoma, cataracts, diabetic retinopathy (DR) and retinal detachment (RD), in individuals with stages 0-3 of cardiovascular-kidney-metabolic (CKM) syndrome.

Methods and analysis: This prospective cohort study included 223 120 participants from the UK Biobank. The CKM stages were defined based on adiposity, metabolic risk factors and subclinical cardiovascular disease. Lower eGDR values indicate greater insulin resistance. Outcomes were incidences of macular degeneration, glaucoma, cataract, DR and RD. HRs and 95% CIs were estimated using Cox proportional hazards models. Non-linear relationships were explored using restricted cubic splines.

Results: The study showed that macular degeneration (HR 0.92, 95% CI 0.87 to 0.97, p=0.001) and glaucoma (HR 0.91, 95% CI 0.87 to 0.95, p<0.001) were linearly associated with eGDR. Cataracts exhibited a U-shaped association with eGDR (P non-linear=0.001) and DR exhibited an L-shaped association (P non-linear=0.018). Quartile stratification of eGDR significantly differentiated risk in DR (Q4 vs Q1: HR 0.15, 95% CI 0.04 to 0.52, p=0.003) and RD (Q4 vs Q1: HR 0.65, 95% CI 0.47 to 0.89, p=0.007). Stratified effects analysis revealed that these associations were more significant in advanced CKM syndrome stages.

Conclusions: eGDR is associated with ocular diseases risk in CKM syndrome, especially in advanced stages. This finding suggests the potential use of eGDR for guiding ophthalmic screening in CKM management.

目的:本研究探讨0-3期心血管肾代谢综合征(CKM)患者的葡萄糖处置率(eGDR)与黄斑变性、青光眼、白内障、糖尿病视网膜病变(DR)和视网膜脱离(RD)等年龄相关性眼部疾病风险的关系。方法和分析:这项前瞻性队列研究包括来自英国生物银行的223.120名参与者。CKM分期根据肥胖、代谢危险因素和亚临床心血管疾病来确定。eGDR值越低表明胰岛素抵抗越大。结果是黄斑变性、青光眼、白内障、DR和RD的发生率。使用Cox比例风险模型估计hr和95% ci。利用受限三次样条探索非线性关系。结果:研究显示黄斑变性(HR 0.92, 95% CI 0.87 ~ 0.97, p=0.001)和青光眼(HR 0.91, 95% CI 0.87 ~ 0.95)。结论:eGDR与CKM综合征眼部疾病风险相关,尤其是在晚期。这一发现提示eGDR在CKM管理中指导眼科筛查的潜在应用。
{"title":"Associations between estimated glucose disposal rate and age-related ocular diseases in cardiovascular-kidney-metabolic syndrome stages 0-3: a large prospective cohort study.","authors":"Linge Jian, Zhiqian Huang, Jiao Qi, Jiaqi Meng, Keke Zhang, Xiangjia Zhu","doi":"10.1136/bmjophth-2025-002465","DOIUrl":"10.1136/bmjophth-2025-002465","url":null,"abstract":"<p><strong>Objective: </strong>This study investigated the relationship between estimated glucose disposal rate (eGDR) and the risk of age-related ocular diseases, including macular degeneration, glaucoma, cataracts, diabetic retinopathy (DR) and retinal detachment (RD), in individuals with stages 0-3 of cardiovascular-kidney-metabolic (CKM) syndrome.</p><p><strong>Methods and analysis: </strong>This prospective cohort study included 223 120 participants from the UK Biobank. The CKM stages were defined based on adiposity, metabolic risk factors and subclinical cardiovascular disease. Lower eGDR values indicate greater insulin resistance. Outcomes were incidences of macular degeneration, glaucoma, cataract, DR and RD. HRs and 95% CIs were estimated using Cox proportional hazards models. Non-linear relationships were explored using restricted cubic splines.</p><p><strong>Results: </strong>The study showed that macular degeneration (HR 0.92, 95% CI 0.87 to 0.97, p=0.001) and glaucoma (HR 0.91, 95% CI 0.87 to 0.95, p<0.001) were linearly associated with eGDR. Cataracts exhibited a U-shaped association with eGDR (P non-linear=0.001) and DR exhibited an L-shaped association (P non-linear=0.018). Quartile stratification of eGDR significantly differentiated risk in DR (Q4 vs Q1: HR 0.15, 95% CI 0.04 to 0.52, p=0.003) and RD (Q4 vs Q1: HR 0.65, 95% CI 0.47 to 0.89, p=0.007). Stratified effects analysis revealed that these associations were more significant in advanced CKM syndrome stages.</p><p><strong>Conclusions: </strong>eGDR is associated with ocular diseases risk in CKM syndrome, especially in advanced stages. This finding suggests the potential use of eGDR for guiding ophthalmic screening in CKM management.</p>","PeriodicalId":9286,"journal":{"name":"BMJ Open Ophthalmology","volume":"10 1","pages":""},"PeriodicalIF":2.2,"publicationDate":"2025-11-28","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://www.ncbi.nlm.nih.gov/pmc/articles/PMC12666210/pdf/","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"145653001","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"OA","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Drug-induced immune-mediated uveitis: a real-world pharmacovigilance analysis using FAERS and JADER databases. 药物诱导免疫介导的葡萄膜炎:使用FAERS和JADER数据库的真实世界药物警戒分析。
IF 2.2 Q2 OPHTHALMOLOGY Pub Date : 2025-11-28 DOI: 10.1136/bmjophth-2025-002456
Shanshan Xu, Zhihui Song, Yiman Li, Jie Bai, Dong Wang, Ente Wang, Jiawei Wang

Purpose: To analyse drug-associated immune-mediated uveitis (IMU) risk using large-scale pharmacovigilance data.

Methods: We conducted a retrospective pharmacovigilance study using data from the FDA Adverse Event Reporting System (FAERS) and the Japanese Adverse Drug Event Report (JADER) databases, encompassing reports from Q1 2004 to Q4 2024. Disproportionality analysis identified drug-IMU associations using reporting odds ratios (ROR) and information component (IC). Time-to-onset (TTO) was also assessed.

Results: Disproportionality analysis identified 17 176 IMU cases in FAERS and 2580 in JADER. IMU prevalence was higher in females, with the 30-80 age group most affected. Antineoplastic and immunomodulating agents, sensory organ drugs and anti-infectives were the most frequently associated drug classes with IMU. Among 117 drugs with positive signals for IMU in FAERS, brolucizumab (ROR025=145.89, IC025=7.08), faricimab (ROR025=134.06, IC025=6.97) and rifabutin (ROR025=82.23, IC025=6.32) exhibited the strongest associations. The three drugs also ranked as the top three drugs with the strongest association with IMU in JADER. The study also highlights significant differences in TTO among various drug classes, with musculoskeletal and sensory organ drugs showing longer TTO compared with other categories.

Conclusions: Our study highlights the diverse range of drugs implicated in the occurrence or progression of IMU. These findings emphasise the need for early risk assessment, careful monitoring and positive intervention in managing treatments involving high-risk drugs. Future research should focus on elucidating underlying mechanisms and risk factors to develop safer therapeutic strategies.

目的:利用大规模药物警戒数据分析药物相关免疫介导的葡萄膜炎(IMU)风险。方法:我们使用FDA不良事件报告系统(FAERS)和日本药物不良事件报告(JADER)数据库的数据进行了一项回顾性药物警戒研究,包括2004年第一季度至2024年第四季度的报告。歧化分析使用报告优势比(ROR)和信息成分(IC)确定了药物- imu的关联。发病时间(TTO)也被评估。结果:FAERS中有17 176例IMU, JADER中有2580例。IMU在女性中的患病率较高,其中30-80岁年龄组的发病率最高。抗肿瘤和免疫调节剂、感觉器官药物和抗感染药物是与IMU最常见的相关药物类别。117种FAERS IMU阳性信号药物中,brolucizumab (ROR025=145.89, IC025=7.08)、faricimab (ROR025=134.06, IC025=6.97)和rifabutin (ROR025=82.23, IC025=6.32)的相关性最强。在JADER中,这三种药物也是与IMU相关性最强的前三种药物。该研究还强调了不同药物类别之间TTO的显著差异,与其他类别相比,肌肉骨骼和感觉器官药物的TTO时间更长。结论:我们的研究强调了与IMU发生或进展相关的多种药物。这些发现强调了在管理涉及高风险药物的治疗时需要进行早期风险评估、仔细监测和积极干预。未来的研究应集中于阐明潜在的机制和危险因素,以制定更安全的治疗策略。
{"title":"Drug-induced immune-mediated uveitis: a real-world pharmacovigilance analysis using FAERS and JADER databases.","authors":"Shanshan Xu, Zhihui Song, Yiman Li, Jie Bai, Dong Wang, Ente Wang, Jiawei Wang","doi":"10.1136/bmjophth-2025-002456","DOIUrl":"10.1136/bmjophth-2025-002456","url":null,"abstract":"<p><strong>Purpose: </strong>To analyse drug-associated immune-mediated uveitis (IMU) risk using large-scale pharmacovigilance data.</p><p><strong>Methods: </strong>We conducted a retrospective pharmacovigilance study using data from the FDA Adverse Event Reporting System (FAERS) and the Japanese Adverse Drug Event Report (JADER) databases, encompassing reports from Q1 2004 to Q4 2024. Disproportionality analysis identified drug-IMU associations using reporting odds ratios (ROR) and information component (IC). Time-to-onset (TTO) was also assessed.</p><p><strong>Results: </strong>Disproportionality analysis identified 17 176 IMU cases in FAERS and 2580 in JADER. IMU prevalence was higher in females, with the 30-80 age group most affected. Antineoplastic and immunomodulating agents, sensory organ drugs and anti-infectives were the most frequently associated drug classes with IMU. Among 117 drugs with positive signals for IMU in FAERS, brolucizumab (ROR<sub>025</sub>=145.89, IC<sub>025</sub>=7.08), faricimab (ROR<sub>025</sub>=134.06, IC<sub>025</sub>=6.97) and rifabutin (ROR<sub>025</sub>=82.23, IC<sub>025</sub>=6.32) exhibited the strongest associations. The three drugs also ranked as the top three drugs with the strongest association with IMU in JADER. The study also highlights significant differences in TTO among various drug classes, with musculoskeletal and sensory organ drugs showing longer TTO compared with other categories.</p><p><strong>Conclusions: </strong>Our study highlights the diverse range of drugs implicated in the occurrence or progression of IMU. These findings emphasise the need for early risk assessment, careful monitoring and positive intervention in managing treatments involving high-risk drugs. Future research should focus on elucidating underlying mechanisms and risk factors to develop safer therapeutic strategies.</p>","PeriodicalId":9286,"journal":{"name":"BMJ Open Ophthalmology","volume":"10 1","pages":""},"PeriodicalIF":2.2,"publicationDate":"2025-11-28","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://www.ncbi.nlm.nih.gov/pmc/articles/PMC12666161/pdf/","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"145653278","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"OA","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Enhancing AI-based diabetic retinopathy diagnosis through universal cross-camera image adaptation. 通过通用的跨相机图像自适应增强基于人工智能的糖尿病视网膜病变诊断。
IF 2.2 Q2 OPHTHALMOLOGY Pub Date : 2025-11-21 DOI: 10.1136/bmjophth-2025-002238
Sanil Joseph, Xiaotian Chen, Chi Liu, Zhuoting Zhu, Kim Ramasamy, Thulasiraj D Ravilla, Zongyuan Ge, Mingguang He

Objective: To evaluate the effectiveness of a deep learning-based style adaptation strategy in improving the diagnostic accuracy and cross-camera generalisability of artificial intelligence (AI) for detecting diabetic retinopathy (DR).

Methods and analysis: This diagnostic study involved prospective recruitment of patients aged 50 years and older attending the outpatient clinic at a tertiary eye hospital in Southern India, between 14 June and 5 August 2022. Paired macula-centred retinal images were captured using two fundus cameras: Optain Resolve (portable, automated) and Topcon NW400 (static, manual). A style adaptation model, the Style-Consistent Retinal Image Transformation Network (SCR-Net), was applied to align image styles across cameras. The AI-based DR detection model, developed using the InceptionNeXt-T architecture, was trained on images from the EyePACS data set and evaluated under three scenarios: (1) training and testing on original images (2) training and testing on SCR-Net-adapted images; and (3) training on a combined (original+adapted) data set and testing on adapted images. Diagnostic accuracy and preservation of image quality were evaluated.

Results: The mixed training/testing approach (scenario 3) achieved the highest diagnostic accuracy for Optain images at 79.2% (95% CI 75.9% to 82.6%) with a Cohen's kappa of 0.893 (95% CI 0.867 to 0.917). Adapted images preserved critical diagnostic features (peak signal-to-noise ratio, 29.35; structural similarity index measure, 0.847). Style adaptation reduced false positives in Optain images while maintaining robust diagnostic performance for Topcon images, effectively addressing cross-camera variability.

Conclusion: Style adaptation using SCR-Net enhances the consistency and generalisability of AI-based DR detection systems by reducing false positives and maintaining robust performance across camera systems. This approach has the potential to democratise access to early DR diagnosis in underserved regions. This study was conducted at a single centre using a limited set of fundus cameras, which may affect the generalisability. Nonetheless, further validation across diverse imaging systems and clinical settings is warranted to support broader applicability.

目的:评价基于深度学习的风格适应策略在提高人工智能(AI)诊断糖尿病视网膜病变(DR)的诊断准确性和跨镜头通用性方面的有效性。方法和分析:本诊断研究前瞻性招募了2022年6月14日至8月5日期间在印度南部一家三级眼科医院门诊就诊的50岁及以上患者。使用两台眼底相机:Optain Resolve(便携式,自动)和Topcon NW400(静态,手动)捕获成对的以黄斑为中心的视网膜图像。采用风格一致视网膜图像变换网络(SCR-Net)自适应模型对不同相机的图像样式进行对齐。采用InceptionNeXt-T架构开发的基于人工智能的DR检测模型对EyePACS数据集的图像进行了训练,并在三种场景下进行了评估:(1)原始图像的训练和测试;(3)对(原始+自适应)组合数据集进行训练,并对自适应图像进行测试。评估了诊断的准确性和图像质量的保存。结果:混合训练/测试方法(场景3)对Optain图像的诊断准确率最高,为79.2% (95% CI 75.9%至82.6%),Cohen's kappa为0.893 (95% CI 0.867至0.917)。调整后的图像保留了关键的诊断特征(峰值信噪比,29.35;结构相似指数测量,0.847)。风格自适应减少了Optain图像的误报,同时保持了Topcon图像的鲁棒诊断性能,有效地解决了跨相机的可变性。结论:使用SCR-Net的风格自适应通过减少误报和保持跨相机系统的鲁棒性能,增强了基于ai的DR检测系统的一致性和通用性。这种方法有可能使服务不足地区获得早期耐药诊断的民主化。本研究是在单一中心使用有限的眼底相机进行的,这可能会影响通用性。尽管如此,在不同的成像系统和临床环境中进一步验证是有必要的,以支持更广泛的适用性。
{"title":"Enhancing AI-based diabetic retinopathy diagnosis through universal cross-camera image adaptation.","authors":"Sanil Joseph, Xiaotian Chen, Chi Liu, Zhuoting Zhu, Kim Ramasamy, Thulasiraj D Ravilla, Zongyuan Ge, Mingguang He","doi":"10.1136/bmjophth-2025-002238","DOIUrl":"10.1136/bmjophth-2025-002238","url":null,"abstract":"<p><strong>Objective: </strong>To evaluate the effectiveness of a deep learning-based style adaptation strategy in improving the diagnostic accuracy and cross-camera generalisability of artificial intelligence (AI) for detecting diabetic retinopathy (DR).</p><p><strong>Methods and analysis: </strong>This diagnostic study involved prospective recruitment of patients aged 50 years and older attending the outpatient clinic at a tertiary eye hospital in Southern India, between 14 June and 5 August 2022. Paired macula-centred retinal images were captured using two fundus cameras: Optain Resolve (portable, automated) and Topcon NW400 (static, manual). A style adaptation model, the Style-Consistent Retinal Image Transformation Network (SCR-Net), was applied to align image styles across cameras. The AI-based DR detection model, developed using the InceptionNeXt-T architecture, was trained on images from the EyePACS data set and evaluated under three scenarios: (1) training and testing on original images (2) training and testing on SCR-Net-adapted images; and (3) training on a combined (original+adapted) data set and testing on adapted images. Diagnostic accuracy and preservation of image quality were evaluated.</p><p><strong>Results: </strong>The mixed training/testing approach (scenario 3) achieved the highest diagnostic accuracy for Optain images at 79.2% (95% CI 75.9% to 82.6%) with a Cohen's kappa of 0.893 (95% CI 0.867 to 0.917). Adapted images preserved critical diagnostic features (peak signal-to-noise ratio, 29.35; structural similarity index measure, 0.847). Style adaptation reduced false positives in Optain images while maintaining robust diagnostic performance for Topcon images, effectively addressing cross-camera variability.</p><p><strong>Conclusion: </strong>Style adaptation using SCR-Net enhances the consistency and generalisability of AI-based DR detection systems by reducing false positives and maintaining robust performance across camera systems. This approach has the potential to democratise access to early DR diagnosis in underserved regions. This study was conducted at a single centre using a limited set of fundus cameras, which may affect the generalisability. Nonetheless, further validation across diverse imaging systems and clinical settings is warranted to support broader applicability.</p>","PeriodicalId":9286,"journal":{"name":"BMJ Open Ophthalmology","volume":"10 1","pages":""},"PeriodicalIF":2.2,"publicationDate":"2025-11-21","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://www.ncbi.nlm.nih.gov/pmc/articles/PMC12658492/pdf/","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"145581932","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"OA","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
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BMJ Open Ophthalmology
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