Pub Date : 2026-01-22DOI: 10.1097/IAE.0000000000004776
Ji Woo Kim, Min Kim, Christopher Seungkyu Lee, Jinyoung Yeo, Eun Young Choi
Purpose: This cross-sectional study explored the association between sleep deprivation and epiretinal membrane (ERM) using machine learning applied to data from the Korean National Health and Nutrition Examination Survey 2017-2020.
Methods: Data from 2018-2020 were used for training and internal validation, and from 2017 for external validation. Participants were divided into ERM and non-ERM groups, and their sociodemographic, lifestyle, and clinical characteristics were assessed. Sleep deprivation was defined as sleeping <6 h on weekdays. Machine learning-based logistic regression was used to model the association between sleep deprivation and ERM, adjusting for confounders. The consistency of the results and importance of each feature were assessed using subgroup analyses and Shapley additive explanations.
Results: Data from 15,240 participants were included, with an ERM prevalence of 9.59%. The final adjusted model achieved an area under the ROC curve of 0.763 (95% CI 0.733-0.792) in external validation. Sleep deprivation was significantly associated with increased ERM risk (adjusted odds ratio [OR], 1.247; 95% CI 1.051-1.481), particularly among non-high-risk alcohol consumers (OR 1.216; 95% CI 1.057-1.399) and individuals with diabetes mellitus (OR 1.259; 95% CI 1.069-1.481). Sleep deprivation was the fourth most influential predictor (5.3%), following age, cataract surgery, and dyslipidaemia.
Conclusions: Sleep deprivation was significantly associated with a 1.25-fold increase in the prevalence of ERM, especially among non-high-risk alcohol consumers and those with diabetes. Weekday sleep deprivation may be a modifiable risk factor for ERM. Prospective studies are warranted to confirm causality and explore the underlying mechanisms.
目的:本横断面研究利用机器学习技术,探讨了睡眠剥夺与视网膜前膜(ERM)之间的关系,该机器学习应用于2017-2020年韩国国家健康与营养检查调查的数据。方法:2018-2020年的数据用于培训和内部验证,2017年的数据用于外部验证。参与者被分为ERM组和非ERM组,并评估他们的社会人口学、生活方式和临床特征。结果:15240名参与者的数据被纳入研究,ERM患病率为9.59%。经外部验证,最终调整模型的ROC曲线下面积为0.763 (95% CI 0.733-0.792)。睡眠剥夺与ERM风险增加显著相关(校正优势比[OR], 1.247; 95% CI 1.051-1.481),尤其是在非高危饮酒人群(OR 1.216; 95% CI 1.057-1.399)和糖尿病患者(OR 1.259; 95% CI 1.069-1.481)中。睡眠不足是第四大影响因素(5.3%),排在年龄、白内障手术和血脂异常之后。结论:睡眠不足与ERM患病率增加1.25倍显著相关,尤其是在非高危酒精消费者和糖尿病患者中。工作日睡眠不足可能是ERM的一个可改变的危险因素。有必要进行前瞻性研究以确认因果关系并探索潜在的机制。
{"title":"Sleep deprivation and epiretinal membrane risk: Machine learning findings from a nation-wide survey.","authors":"Ji Woo Kim, Min Kim, Christopher Seungkyu Lee, Jinyoung Yeo, Eun Young Choi","doi":"10.1097/IAE.0000000000004776","DOIUrl":"https://doi.org/10.1097/IAE.0000000000004776","url":null,"abstract":"<p><strong>Purpose: </strong>This cross-sectional study explored the association between sleep deprivation and epiretinal membrane (ERM) using machine learning applied to data from the Korean National Health and Nutrition Examination Survey 2017-2020.</p><p><strong>Methods: </strong>Data from 2018-2020 were used for training and internal validation, and from 2017 for external validation. Participants were divided into ERM and non-ERM groups, and their sociodemographic, lifestyle, and clinical characteristics were assessed. Sleep deprivation was defined as sleeping <6 h on weekdays. Machine learning-based logistic regression was used to model the association between sleep deprivation and ERM, adjusting for confounders. The consistency of the results and importance of each feature were assessed using subgroup analyses and Shapley additive explanations.</p><p><strong>Results: </strong>Data from 15,240 participants were included, with an ERM prevalence of 9.59%. The final adjusted model achieved an area under the ROC curve of 0.763 (95% CI 0.733-0.792) in external validation. Sleep deprivation was significantly associated with increased ERM risk (adjusted odds ratio [OR], 1.247; 95% CI 1.051-1.481), particularly among non-high-risk alcohol consumers (OR 1.216; 95% CI 1.057-1.399) and individuals with diabetes mellitus (OR 1.259; 95% CI 1.069-1.481). Sleep deprivation was the fourth most influential predictor (5.3%), following age, cataract surgery, and dyslipidaemia.</p><p><strong>Conclusions: </strong>Sleep deprivation was significantly associated with a 1.25-fold increase in the prevalence of ERM, especially among non-high-risk alcohol consumers and those with diabetes. Weekday sleep deprivation may be a modifiable risk factor for ERM. Prospective studies are warranted to confirm causality and explore the underlying mechanisms.</p>","PeriodicalId":54486,"journal":{"name":"Retina-The Journal of Retinal and Vitreous Diseases","volume":" ","pages":""},"PeriodicalIF":2.1,"publicationDate":"2026-01-22","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"146031698","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":2,"RegionCategory":"医学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
Purpose: To characterize the imaging features of choroiditis across different disease stages using the blend function in ultra-widefield imaging (UWFI) and compare its findings with fundus autofluorescence (FAF).
Methods: This study included 30 patients ( 25 eyes) with choroiditis, categorized into active, resolving, and healed stages. UWFI images were analyzed using the red and green channels to assess specific imaging characteristics at each disease stage. FAF findings were compared to evaluate disease activity and progression.
Results: Active choroiditis lesions were distinctly visualized on the green channel with well-defined inflammatory borders, whereas the red channel showed faintly discernible lesions without clear margins. FAF revealed diffuse hyperautofluorescence but lacked precise border delineation. In the resolving stage, lesion hyperintensity progressively diminished on the green channel, while red channel visibility decreased significantly. FAF changes were subtle, with reduced autofluorescence intensity. Healed lesions exhibited isointense areas on the green channel with well-defined borders, while hyperpigmented regions appeared as hypointense patches on the red channel. FAF showed uniformly dark zones corresponding to healed areas. Retinal vascular abnormalities were more prominently detected on the green channel compared to other imaging modalities.
Conclusion: The blend function in UWFI offers a novel, stage-wise characterization of choroiditis, with the green channel providing superior delineation of active inflammatory lesions compared to FAF. The red channel serves as an adjunct in assessing disease resolution. This imaging approach enhances diagnostic accuracy and facilitates objective disease monitoring, potentially improving clinical decision-making in inflammatory chorioretinal disorders.
{"title":"Stage-Wise Characterization of Choroiditis Using the Blend Function in Ultra-Widefield Imaging.","authors":"Mousumi Banerjee, Debarun Sharma, Aayush Majumdar, Shorya Vardhan Azad, Pradeep Venkatesh","doi":"10.1097/IAE.0000000000004786","DOIUrl":"https://doi.org/10.1097/IAE.0000000000004786","url":null,"abstract":"<p><strong>Purpose: </strong>To characterize the imaging features of choroiditis across different disease stages using the blend function in ultra-widefield imaging (UWFI) and compare its findings with fundus autofluorescence (FAF).</p><p><strong>Methods: </strong>This study included 30 patients ( 25 eyes) with choroiditis, categorized into active, resolving, and healed stages. UWFI images were analyzed using the red and green channels to assess specific imaging characteristics at each disease stage. FAF findings were compared to evaluate disease activity and progression.</p><p><strong>Results: </strong>Active choroiditis lesions were distinctly visualized on the green channel with well-defined inflammatory borders, whereas the red channel showed faintly discernible lesions without clear margins. FAF revealed diffuse hyperautofluorescence but lacked precise border delineation. In the resolving stage, lesion hyperintensity progressively diminished on the green channel, while red channel visibility decreased significantly. FAF changes were subtle, with reduced autofluorescence intensity. Healed lesions exhibited isointense areas on the green channel with well-defined borders, while hyperpigmented regions appeared as hypointense patches on the red channel. FAF showed uniformly dark zones corresponding to healed areas. Retinal vascular abnormalities were more prominently detected on the green channel compared to other imaging modalities.</p><p><strong>Conclusion: </strong>The blend function in UWFI offers a novel, stage-wise characterization of choroiditis, with the green channel providing superior delineation of active inflammatory lesions compared to FAF. The red channel serves as an adjunct in assessing disease resolution. This imaging approach enhances diagnostic accuracy and facilitates objective disease monitoring, potentially improving clinical decision-making in inflammatory chorioretinal disorders.</p>","PeriodicalId":54486,"journal":{"name":"Retina-The Journal of Retinal and Vitreous Diseases","volume":" ","pages":""},"PeriodicalIF":2.1,"publicationDate":"2026-01-22","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"146031719","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":2,"RegionCategory":"医学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
Pub Date : 2026-01-22DOI: 10.1097/IAE.0000000000004783
Louise Chapron, Lucas Bellot, Mallet Yoann, Marie-Bénédicte Rougier, Frédéric Mouriaux
Purpose: To assess the diagnostic value of tomographic signs on OCT and OCT-A, particularly paracentral acute middle maculopathy (PAMM), in predicting temporal artery biopsy (TAB) positivity in suspected giant cell arteritis (GCA), irrespective of ophtalmological involvement.
Methods: This prospective monocentric study included patients referred for TAB between January and October 2023. All underwent bilateral macular and optic nerve OCT and OCT-A using AngioPlex™ CIRRUS™ HD-OCT (Carl Zeiss Meditec). TAB-positive patients were considered biopsy-proven GCA. Primary analysis focused on the association between PAMM and TAB positivity. Secondary analysis explored vascular choroidal index (CVI), radial peripapillary capillaries (RPC), and OCT-A abnormalities.
Results: Among 70 patients, 22 (31%) had positive TAB. PAMM was observed exclusively in TAB+ patients (n=8), with specificity and positive predictive value of 100%. Sensitivity and negative predictive value were 38.1% and 77.6%, respectively. Homolateral anterior ischemic optic neuropathy (AION) was always associated with GCA. CVI and other OCT-A findings did not differ significantly between groups. RPC density was significantly reduced in eyes with ophthalmological involvement (p=0.017).
Conclusion: PAMM is a highly specific OCT sign of TAB positivity in suspected GCA. This non-invasive marker may support early therapeutic decisions in suspected GCA.
{"title":"OCT and OCT-A Findings in Giant Cell Arteritis: PAMM as a Specific Ischemic Marker.","authors":"Louise Chapron, Lucas Bellot, Mallet Yoann, Marie-Bénédicte Rougier, Frédéric Mouriaux","doi":"10.1097/IAE.0000000000004783","DOIUrl":"https://doi.org/10.1097/IAE.0000000000004783","url":null,"abstract":"<p><strong>Purpose: </strong>To assess the diagnostic value of tomographic signs on OCT and OCT-A, particularly paracentral acute middle maculopathy (PAMM), in predicting temporal artery biopsy (TAB) positivity in suspected giant cell arteritis (GCA), irrespective of ophtalmological involvement.</p><p><strong>Methods: </strong>This prospective monocentric study included patients referred for TAB between January and October 2023. All underwent bilateral macular and optic nerve OCT and OCT-A using AngioPlex™ CIRRUS™ HD-OCT (Carl Zeiss Meditec). TAB-positive patients were considered biopsy-proven GCA. Primary analysis focused on the association between PAMM and TAB positivity. Secondary analysis explored vascular choroidal index (CVI), radial peripapillary capillaries (RPC), and OCT-A abnormalities.</p><p><strong>Results: </strong>Among 70 patients, 22 (31%) had positive TAB. PAMM was observed exclusively in TAB+ patients (n=8), with specificity and positive predictive value of 100%. Sensitivity and negative predictive value were 38.1% and 77.6%, respectively. Homolateral anterior ischemic optic neuropathy (AION) was always associated with GCA. CVI and other OCT-A findings did not differ significantly between groups. RPC density was significantly reduced in eyes with ophthalmological involvement (p=0.017).</p><p><strong>Conclusion: </strong>PAMM is a highly specific OCT sign of TAB positivity in suspected GCA. This non-invasive marker may support early therapeutic decisions in suspected GCA.</p>","PeriodicalId":54486,"journal":{"name":"Retina-The Journal of Retinal and Vitreous Diseases","volume":" ","pages":""},"PeriodicalIF":2.1,"publicationDate":"2026-01-22","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"146031684","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":2,"RegionCategory":"医学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
Purpose: To estimate the efficacy of intravitreal injection (IVI) VS subretinal injection (SRI) of tissue plasminogen activator (tPA) in the treatment of submacular hemorrhage (SMH).
Methods: A comprehensive literature search was conducted in six major datasets from inception to 31 October 2025. Random effects meta-analysis was performed to evaluate the final best-corrected visual acuity (BCVA, logMAR) and the changes in central retinal thickness (CRT, μm) and the risk ratio (RR) of complete displacement of hemorrhage.
Results: A total of 7 studies on 353 eyes were finally included. BCVA was similar between the IVI and SRI groups at 1 month and 6 months post-operation, while better in the IVI group 3 months postoperatively. The final CRT was similar between the two groups. There were no statistical differences between the two groups in the RRs of complete displacement of hemorrhage, total adverse events, recurrent SMH, increased IOP, postoperative retinal detachment and vitreous hemorrhages.
Conclusions: The IVI group showed a better BCVA at 3 months, the two groups showed comparable results in the recovery of BCVA, CRT and complete hemorrhage displacement at the final visit (within 6 months).
{"title":"Comparable Results of Subretinal Injection and Intravitreal Injection of Tissue Plasminogen Activator in the Treatment of Submacular Hemorrhage: A Meta-Analysis of Efficacy.","authors":"Lu Zhang, Yue Zhang, Wenyi Si, Xinyu Wang, Shiyu Jiang, Xue-Jiao Qin","doi":"10.1097/IAE.0000000000004774","DOIUrl":"https://doi.org/10.1097/IAE.0000000000004774","url":null,"abstract":"<p><strong>Purpose: </strong>To estimate the efficacy of intravitreal injection (IVI) VS subretinal injection (SRI) of tissue plasminogen activator (tPA) in the treatment of submacular hemorrhage (SMH).</p><p><strong>Methods: </strong>A comprehensive literature search was conducted in six major datasets from inception to 31 October 2025. Random effects meta-analysis was performed to evaluate the final best-corrected visual acuity (BCVA, logMAR) and the changes in central retinal thickness (CRT, μm) and the risk ratio (RR) of complete displacement of hemorrhage.</p><p><strong>Results: </strong>A total of 7 studies on 353 eyes were finally included. BCVA was similar between the IVI and SRI groups at 1 month and 6 months post-operation, while better in the IVI group 3 months postoperatively. The final CRT was similar between the two groups. There were no statistical differences between the two groups in the RRs of complete displacement of hemorrhage, total adverse events, recurrent SMH, increased IOP, postoperative retinal detachment and vitreous hemorrhages.</p><p><strong>Conclusions: </strong>The IVI group showed a better BCVA at 3 months, the two groups showed comparable results in the recovery of BCVA, CRT and complete hemorrhage displacement at the final visit (within 6 months).</p>","PeriodicalId":54486,"journal":{"name":"Retina-The Journal of Retinal and Vitreous Diseases","volume":" ","pages":""},"PeriodicalIF":2.1,"publicationDate":"2026-01-22","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"146020638","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":2,"RegionCategory":"医学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
Pub Date : 2026-01-21DOI: 10.1097/IAE.0000000000004781
Nehal Nailesh Mehta, William R Freeman
{"title":"Reply to letter to the Editor.","authors":"Nehal Nailesh Mehta, William R Freeman","doi":"10.1097/IAE.0000000000004781","DOIUrl":"https://doi.org/10.1097/IAE.0000000000004781","url":null,"abstract":"","PeriodicalId":54486,"journal":{"name":"Retina-The Journal of Retinal and Vitreous Diseases","volume":" ","pages":""},"PeriodicalIF":2.1,"publicationDate":"2026-01-21","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"146031695","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":2,"RegionCategory":"医学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
Pub Date : 2026-01-21DOI: 10.1097/IAE.0000000000004782
Liping Yan, Bin Li
{"title":"Letter to the Editor Concerning the Manuscript Entitled \"The Effect of Steroids in the Treatment of Ocular Hypotony Associated with Proliferative Vitreoretinopathy\".","authors":"Liping Yan, Bin Li","doi":"10.1097/IAE.0000000000004782","DOIUrl":"https://doi.org/10.1097/IAE.0000000000004782","url":null,"abstract":"","PeriodicalId":54486,"journal":{"name":"Retina-The Journal of Retinal and Vitreous Diseases","volume":" ","pages":""},"PeriodicalIF":2.1,"publicationDate":"2026-01-21","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"146031781","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":2,"RegionCategory":"医学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
Pub Date : 2026-01-21DOI: 10.1097/IAE.0000000000004785
Mirinae Kim, Ji Hye Lee, Hyun Suh, Young-Gun Park, Young-Hoon Park
Purpose: To evaluate the clinical relevance of hyperreflective choroidal foci (HCF) and characterize their longitudinal alterations following treatment in patients with macular edema (ME) secondary to branched retinal vein occlusion (BRVO).
Methods: In this retrospective cohort study, we evaluated the data of 68 patients diagnosed with treatment-naïve BRVO-ME involving the fovea. HCF were quantified separately in the inner and outer choroidal layers within the central 4500 μm region of the fovea. Additionally, central macular and subfoveal choroidal thickness and integrity of the external limiting membrane (ELM) were analyzed.
Results: The HCF count decreased notably in the inner and whole choroidal layers after treatment, while outer choroidal HCF remained unchanged. Univariate and multivariate regression analyses revealed that a higher residual HCF count was associated with a greater required annual number of intravitreal injections and a briefer recurrence to ME. Spearman's analysis correlated higher baseline HCF counts with disrupted baseline ELM status. However, no significant correlation was observed between HCF counts and final best-corrected visual acuity.
Conclusions: HCF may dynamically indicate ongoing choroidal activity in BRVO. Their incomplete resolution following treatment correlates with earlier ME recurrence and greater treatment demand, indicating their potential role in guiding retreatment decisions and assessing disease activity.
{"title":"Hyperreflective Choroidal Foci and Their Longitudinal Changes Following Treatment for Branched Retinal Vein Occlusion-Associated Macular Edema.","authors":"Mirinae Kim, Ji Hye Lee, Hyun Suh, Young-Gun Park, Young-Hoon Park","doi":"10.1097/IAE.0000000000004785","DOIUrl":"https://doi.org/10.1097/IAE.0000000000004785","url":null,"abstract":"<p><strong>Purpose: </strong>To evaluate the clinical relevance of hyperreflective choroidal foci (HCF) and characterize their longitudinal alterations following treatment in patients with macular edema (ME) secondary to branched retinal vein occlusion (BRVO).</p><p><strong>Methods: </strong>In this retrospective cohort study, we evaluated the data of 68 patients diagnosed with treatment-naïve BRVO-ME involving the fovea. HCF were quantified separately in the inner and outer choroidal layers within the central 4500 μm region of the fovea. Additionally, central macular and subfoveal choroidal thickness and integrity of the external limiting membrane (ELM) were analyzed.</p><p><strong>Results: </strong>The HCF count decreased notably in the inner and whole choroidal layers after treatment, while outer choroidal HCF remained unchanged. Univariate and multivariate regression analyses revealed that a higher residual HCF count was associated with a greater required annual number of intravitreal injections and a briefer recurrence to ME. Spearman's analysis correlated higher baseline HCF counts with disrupted baseline ELM status. However, no significant correlation was observed between HCF counts and final best-corrected visual acuity.</p><p><strong>Conclusions: </strong>HCF may dynamically indicate ongoing choroidal activity in BRVO. Their incomplete resolution following treatment correlates with earlier ME recurrence and greater treatment demand, indicating their potential role in guiding retreatment decisions and assessing disease activity.</p>","PeriodicalId":54486,"journal":{"name":"Retina-The Journal of Retinal and Vitreous Diseases","volume":" ","pages":""},"PeriodicalIF":2.1,"publicationDate":"2026-01-21","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"146031714","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":2,"RegionCategory":"医学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
Pub Date : 2026-01-21DOI: 10.1097/IAE.0000000000004780
Henry Bair
{"title":"A Letter in Response To: \"Artificial Intelligence-Enhanced Optical Coherence Tomography Analysis for Detecting Internal Limiting Membrane Removal in Epiretinal Membrane Surgery\".","authors":"Henry Bair","doi":"10.1097/IAE.0000000000004780","DOIUrl":"https://doi.org/10.1097/IAE.0000000000004780","url":null,"abstract":"","PeriodicalId":54486,"journal":{"name":"Retina-The Journal of Retinal and Vitreous Diseases","volume":" ","pages":""},"PeriodicalIF":2.1,"publicationDate":"2026-01-21","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"146031707","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":2,"RegionCategory":"医学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
Pub Date : 2026-01-21DOI: 10.1097/IAE.0000000000004779
Aya Wattad, Razan Saadi, Maxim Bez, Anat Loewenstein, Michaella Goldstein
Purpose: To evaluate the ability of ChatGPT-5 to predict long-term anatomical and functional outcomes following full-thickness macular hole (FTMH) surgery, and to compare its performance with retinal specialists' predictions and real-world results.
Methods: This retrospective study included 50 eyes of 50 patients undergoing pars plana vitrectomy for FTMH (2021-2024). De-identified clinical summaries with preoperative demographics, ocular history, best-corrected visual acuity (BCVA), optical coherence tomography (OCT) parameters, foveal B-scan OCT images, and surgical details were entered into ChatGPT-5 using a standardized prompt to predict 12-month BCVA and anatomical closure. Predictions were compared with actual results and assessments from two senior retina specialists.
Results: At 12 months, closure occurred in 44/50 eyes (88%), and mean BCVA improved from 20/100 (0.7 ± 0.4 logMAR) to 20/63 (0.5 ± 0.5 logMAR) (p = 0.03). Anatomical prediction accuracy was 72-86% (specialists), and 90% (ChatGPT-5). ChatGPT achieved perfect accuracy in closure cases but failed to identify non-closure, reflecting optimism bias. For functional outcomes, accuracy was 42-44% (specialists) and 66% (ChatGPT-5). ChatGPT-5 performed well when vision improved (60%) but poorly for stable (≤13%) or worsened (0%) cases. Mean BCVA prediction error was 11.4 ± 10.8 letters, with ∼60% within two lines of the true outcome.
Conclusions: ChatGPT-5 demonstrated apparent accuracy in predicting FTMH surgery outcomes; however, this was largely driven by an optimism bias that overestimated closure and visual recovery. This model still lack clinical judgment. Larger prospective studies are needed before clinical use.
{"title":"Predicting Postoperative Outcomes in Full-Thickness Macular Hole Repair Surgery: ChatGPT vs. Clinical Decision.","authors":"Aya Wattad, Razan Saadi, Maxim Bez, Anat Loewenstein, Michaella Goldstein","doi":"10.1097/IAE.0000000000004779","DOIUrl":"https://doi.org/10.1097/IAE.0000000000004779","url":null,"abstract":"<p><strong>Purpose: </strong>To evaluate the ability of ChatGPT-5 to predict long-term anatomical and functional outcomes following full-thickness macular hole (FTMH) surgery, and to compare its performance with retinal specialists' predictions and real-world results.</p><p><strong>Methods: </strong>This retrospective study included 50 eyes of 50 patients undergoing pars plana vitrectomy for FTMH (2021-2024). De-identified clinical summaries with preoperative demographics, ocular history, best-corrected visual acuity (BCVA), optical coherence tomography (OCT) parameters, foveal B-scan OCT images, and surgical details were entered into ChatGPT-5 using a standardized prompt to predict 12-month BCVA and anatomical closure. Predictions were compared with actual results and assessments from two senior retina specialists.</p><p><strong>Results: </strong>At 12 months, closure occurred in 44/50 eyes (88%), and mean BCVA improved from 20/100 (0.7 ± 0.4 logMAR) to 20/63 (0.5 ± 0.5 logMAR) (p = 0.03). Anatomical prediction accuracy was 72-86% (specialists), and 90% (ChatGPT-5). ChatGPT achieved perfect accuracy in closure cases but failed to identify non-closure, reflecting optimism bias. For functional outcomes, accuracy was 42-44% (specialists) and 66% (ChatGPT-5). ChatGPT-5 performed well when vision improved (60%) but poorly for stable (≤13%) or worsened (0%) cases. Mean BCVA prediction error was 11.4 ± 10.8 letters, with ∼60% within two lines of the true outcome.</p><p><strong>Conclusions: </strong>ChatGPT-5 demonstrated apparent accuracy in predicting FTMH surgery outcomes; however, this was largely driven by an optimism bias that overestimated closure and visual recovery. This model still lack clinical judgment. Larger prospective studies are needed before clinical use.</p>","PeriodicalId":54486,"journal":{"name":"Retina-The Journal of Retinal and Vitreous Diseases","volume":" ","pages":""},"PeriodicalIF":2.1,"publicationDate":"2026-01-21","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"146031689","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":2,"RegionCategory":"医学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
Purpose: To evaluate the frequency, clinical and optical coherence tomography (OCT) predictors, and postoperative anatomical and functional outcomes of bacillary layer detachment (BALAD) in eyes undergoing surgical repair for fovea-off rhegmatogenous retinal detachment (RRD).
Methods: This retrospective, single-center observational study was conducted at a tertiary eye care hospital in India. Primary fovea-off RRD that underwent surgical repair between January 2020 and December 2024 were analyzed. Preoperative spectral-domain OCT images were reviewed for BALAD and other predefined retinal biomarkers. Clinical and imaging parameters were compared between BALAD and non-BALAD groups. Univariate and multivariable logistic regression analyses identified predictors of BALAD formation. Occurrence rate and pre-operative predictors of BALAD were analysed and postoperative macular reattachment, external limiting membrane (ELM)/ ellipsoid zone (EZ) continuity, best-corrected visual acuity (BCVA), and single-surgery success were assessed over 24 weeks.
Results: Two hundred and seventy primary fovea-off RRD eyes were analysed. BALAD was detected in 51 eyes (18.9%). Younger age (p=0.014) and greater subretinal fluid height (p=0.002) were independent predictors of BALAD. Anatomical reattachment rates at 24 weeks were 88.5% in BALAD eyes and 77.3% in non-BALAD eyes (p=0.286). ELM/EZ restoration occurred in 42.3% and 33.3%, respectively (p=0.247). BCVA improvement trajectories were similar, though slower in BALAD eyes (p<0.001). Re-surgery rates were comparable between groups (p>0.999).
Conclusion: BALAD is a relatively common OCT feature in fovea-off RRD, predominantly affecting younger, fluid-rich eyes with higher subretinal fluid height. Its presence does not adversely affect anatomical reattachment or single-surgery success.
{"title":"Bacillary Layer Detachment in Primary Rhegmatogenous Retinal Detachment: Occurrence, Predictors, and Surgical Outcomes.","authors":"Ramesh Venkatesh, Pragati Raj, Shubhangi Tripathi, Vishma Prabhu, Pratibha Hande, Akshata Kalshetty, Chaitra Jayadev, Madhav Pai, Gaurav Malwe, Naresh Kumar Yadav","doi":"10.1097/IAE.0000000000004784","DOIUrl":"https://doi.org/10.1097/IAE.0000000000004784","url":null,"abstract":"<p><strong>Purpose: </strong>To evaluate the frequency, clinical and optical coherence tomography (OCT) predictors, and postoperative anatomical and functional outcomes of bacillary layer detachment (BALAD) in eyes undergoing surgical repair for fovea-off rhegmatogenous retinal detachment (RRD).</p><p><strong>Methods: </strong>This retrospective, single-center observational study was conducted at a tertiary eye care hospital in India. Primary fovea-off RRD that underwent surgical repair between January 2020 and December 2024 were analyzed. Preoperative spectral-domain OCT images were reviewed for BALAD and other predefined retinal biomarkers. Clinical and imaging parameters were compared between BALAD and non-BALAD groups. Univariate and multivariable logistic regression analyses identified predictors of BALAD formation. Occurrence rate and pre-operative predictors of BALAD were analysed and postoperative macular reattachment, external limiting membrane (ELM)/ ellipsoid zone (EZ) continuity, best-corrected visual acuity (BCVA), and single-surgery success were assessed over 24 weeks.</p><p><strong>Results: </strong>Two hundred and seventy primary fovea-off RRD eyes were analysed. BALAD was detected in 51 eyes (18.9%). Younger age (p=0.014) and greater subretinal fluid height (p=0.002) were independent predictors of BALAD. Anatomical reattachment rates at 24 weeks were 88.5% in BALAD eyes and 77.3% in non-BALAD eyes (p=0.286). ELM/EZ restoration occurred in 42.3% and 33.3%, respectively (p=0.247). BCVA improvement trajectories were similar, though slower in BALAD eyes (p<0.001). Re-surgery rates were comparable between groups (p>0.999).</p><p><strong>Conclusion: </strong>BALAD is a relatively common OCT feature in fovea-off RRD, predominantly affecting younger, fluid-rich eyes with higher subretinal fluid height. Its presence does not adversely affect anatomical reattachment or single-surgery success.</p>","PeriodicalId":54486,"journal":{"name":"Retina-The Journal of Retinal and Vitreous Diseases","volume":" ","pages":""},"PeriodicalIF":2.1,"publicationDate":"2026-01-20","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"146031778","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":2,"RegionCategory":"医学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}