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A Second-Generation (44-Channel) Suprachoroidal Retinal Prosthesis: A Single-Arm Clinical Trial of Feasibility 第二代(44 通道)脉络膜上视网膜假体:单臂可行性临床试验
IF 3.2 Q1 OPHTHALMOLOGY Pub Date : 2024-05-28 DOI: 10.1016/j.xops.2024.100525
Matthew A. Petoe BEng (Hons), PhD , Carla J. Abbott BOptom, PhD , Samuel A. Titchener BEng (Hons), PhD , Maria Kolic BOrth , William G. Kentler BEng , David A.X. Nayagam BEng (Hons), PhD , Elizabeth K. Baglin BOrth , Jessica Kvansakul MSc, PhD , Nick Barnes PhD , Janine G. Walker PhD , Lewis Karapanos BBMed (Hons), MD , Myra B. McGuinness MBiostat, PhD , Lauren N. Ayton BOptom, PhD , Chi D. Luu BOrth (Hons), PhD , Penelope J. Allen MBBS, FRANZCO

Purpose

To assess the feasibility of a second-generation (44-channel) suprachoroidal retinal prosthesis for provision of functional vision in recipients with end-stage retinitis pigmentosa (RP) over 2.7 years.

Design

Prospective, single-arm, unmasked interventional clinical trial.

Participants

Four participants, with advanced RP and bare-light perception vision.

Methods

The 44-channel suprachoroidal retinal prosthesis was implanted in the worse-seeing eye. Device stability, functionality, and adverse events were investigated at approximately 12-week intervals up to 140 weeks (2.7 years) postdevice activation.

Main Outcome Measures

Serious adverse event (SAE) reporting, visual response outcomes, functional vision outcomes, and quality-of-life outcomes.

Results

All 4 participants (aged 39–66 years, 3 males) were successfully implanted in 2018, and there were no device-related SAEs over the duration of the study. A mild postoperative subretinal hemorrhage was detected in 2 recipients, which cleared spontaneously within 2 weeks. OCT confirmed device stability and position under the macula. Improvements in localization abilities were demonstrated for all 4 participants in screen-based, tabletop, and orientation and mobility tasks. In addition, 3 of 4 participants recorded improvements in motion discrimination and 2 of 4 participants recorded substantial improvements in spatial discrimination and identification of tabletop objects. Participants reported their unsupervised use of the device included exploring new environments, detecting people, and safely navigating around obstacles. A positive effect of the implant on participants’ daily lives in their local environments was confirmed by an orientation and mobility assessor and participant self-report. Emotional well-being was not impacted by device implantation or usage.

Conclusions

The completed clinical study demonstrates that the suprachoroidal prosthesis raises no safety concerns and provides improvements in functional vision, activities of daily living, and observer-rated quality of life.

Financial Disclosure(s)

Proprietary or commercial disclosure may be found in the Footnotes and Disclosures at the end of this article.

目的评估第二代(44通道)脉络膜上视网膜假体在2.7年内为终末期视网膜色素变性(RP)患者提供功能性视力的可行性。方法将44通道脉络膜上视网膜假体植入视力较差的眼睛。主要结果指标严重不良事件(SAE)报告、视觉反应结果、功能性视力结果和生活质量结果。结果所有 4 名参与者(39-66 岁,3 名男性)均于 2018 年成功植入,研究期间未发生与设备相关的 SAE。2名受术者术后出现轻微视网膜下出血,2周内自行消退。OCT 证实了装置在黄斑下的稳定性和位置。在基于屏幕、桌面以及定向和移动任务中,所有 4 名参与者的定位能力都得到了提高。此外,4 名参与者中有 3 人的运动辨别能力得到了提高,4 名参与者中有 2 人的空间辨别能力和桌面物体识别能力得到了大幅提高。参与者报告说,他们在无人监督的情况下使用该设备,包括探索新环境、探测人和安全绕过障碍物。定向行走评估师和参与者的自我报告证实,植入装置对参与者在当地环境中的日常生活产生了积极影响。结论已完成的临床研究表明,脉络膜上腔假体不会引起安全问题,并能改善功能性视力、日常生活活动和观察者评定的生活质量。
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引用次数: 0
Interpretation of Clinical Retinal Images Using an Artificial Intelligence Chatbot 利用人工智能聊天机器人解读临床视网膜图像
IF 3.2 Q1 OPHTHALMOLOGY Pub Date : 2024-05-23 DOI: 10.1016/j.xops.2024.100556

Purpose

To assess the performance of Chat Generative Pre-Trained Transformer-4 in providing accurate diagnoses to retina teaching cases from OCTCases.

Design

Cross-sectional study.

Subjects

Retina teaching cases from OCTCases.

Methods

We prompted a custom chatbot with 69 retina cases containing multimodal ophthalmic images, asking it to provide the most likely diagnosis. In a sensitivity analysis, we inputted increasing amounts of clinical information pertaining to each case until the chatbot achieved a correct diagnosis. We performed multivariable logistic regressions on Stata v17.0 (StataCorp LLC) to investigate associations between the amount of text-based information inputted per prompt and the odds of the chatbot achieving a correct diagnosis, adjusting for the laterality of cases, number of ophthalmic images inputted, and imaging modalities.

Main Outcome Measures

Our primary outcome was the proportion of cases for which the chatbot was able to provide a correct diagnosis. Our secondary outcome was the chatbot’s performance in relation to the amount of text-based information accompanying ophthalmic images.

Results

Across 69 retina cases collectively containing 139 ophthalmic images, the chatbot was able to provide a definitive, correct diagnosis for 35 (50.7%) cases. The chatbot needed variable amounts of clinical information to achieve a correct diagnosis, where the entire patient description as presented by OCTCases was required for a majority of correctly diagnosed cases (23 of 35 cases, 65.7%). Relative to when the chatbot was only prompted with a patient’s age and sex, the chatbot achieved a higher odds of a correct diagnosis when prompted with an entire patient description (odds ratio = 10.1, 95% confidence interval = 3.3–30.3, P < 0.01). Despite providing an incorrect diagnosis for 34 (49.3%) cases, the chatbot listed the correct diagnosis within its differential diagnosis for 7 (20.6%) of these incorrectly answered cases.

Conclusions

This custom chatbot was able to accurately diagnose approximately half of the retina cases requiring multimodal input, albeit relying heavily on text-based contextual information that accompanied ophthalmic images. The diagnostic ability of the chatbot in interpretation of multimodal imaging without text-based information is currently limited. The appropriate use of the chatbot in this setting is of utmost importance, given bioethical concerns.

Financial Disclosure(s)

Proprietary or commercial disclosure may be found in the Footnotes and Disclosures at the end of this article.

目的评估聊天生成预训练变换器-4在为OCTCases视网膜教学病例提供准确诊断方面的性能。方法我们用69个包含多模态眼科图像的视网膜病例提示自定义聊天机器人,要求它提供最可能的诊断。在敏感性分析中,我们输入了与每个病例相关的越来越多的临床信息,直到聊天机器人做出正确诊断。我们在 Stata v17.0 (StataCorp LLC) 上进行了多变量逻辑回归,研究每次提示输入的文本信息量与聊天机器人获得正确诊断的几率之间的关系,并对病例的侧位、输入的眼科图像数量和成像模式进行了调整。主要结果测量我们的主要结果是聊天机器人能够提供正确诊断的病例比例。我们的次要结果是聊天机器人的性能与眼科图像随附的文本信息量的关系。结果在总共包含 139 张眼科图像的 69 个视网膜病例中,聊天机器人能够为 35 个病例(50.7%)提供明确、正确的诊断。聊天机器人需要不同数量的临床信息才能做出正确诊断,其中大部分正确诊断病例(35 例中的 23 例,65.7%)需要 OCTCases 提供的完整患者描述。与聊天机器人只提示患者年龄和性别的情况相比,聊天机器人在提示完整的患者描述时获得正确诊断的几率更高(几率比 = 10.1,95% 置信区间 = 3.3-30.3,P <0.01)。尽管提供了 34 个(49.3%)病例的错误诊断,聊天机器人还是在这些错误回答病例中的 7 个(20.6%)病例的鉴别诊断中列出了正确诊断。在没有文本信息的情况下,聊天机器人对多模态成像的诊断能力目前还很有限。考虑到生物伦理方面的问题,在这种情况下适当使用聊天机器人至关重要。
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引用次数: 0
Straylight of Explanted Silicone Oil Samples to Predict Emulsification 预测乳化情况的硅油样品杂散光
IF 3.2 Q1 OPHTHALMOLOGY Pub Date : 2024-05-23 DOI: 10.1016/j.xops.2024.100558
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引用次数: 0
Demographic and Metabolic Risk Factors Associated with Development of Diabetic Macular Edema among Persons with Diabetes Mellitus 糖尿病患者发生糖尿病性黄斑水肿的相关人口和代谢风险因素
IF 3.2 Q1 OPHTHALMOLOGY Pub Date : 2024-05-23 DOI: 10.1016/j.xops.2024.100557

Purpose

Diabetic macular edema (DME), a leading cause of visual impairment, can occur regardless of diabetic retinopathy (DR) stage. Poor metabolic control is hypothesized to contribute to DME development, although large-scale studies have yet to identify such an association. This study aims to determine whether measurable markers of dysmetabolism are associated with DME development in persons with diabetes.

Design

Retrospective cohort study.

Participants

Using data from the Sight Outcomes Research Collaborative (SOURCE) repository, patients with diabetes mellitus and no preexisting DME were identified and followed over time to see what factors associated with DME development.

Methods

Cox proportional hazard modeling was used to assess the relationship between demographic variables, diabetes type, smoking history, baseline DR status, blood pressure (BP), lipid profile, body mass index (BMI), hemoglobin A1C (HbA1C), and new onset of DME.

Main Outcome Measures

Adjusted hazard ratio (HR) of developing DME with 95% confidence intervals (CIs).

Results

Of 47 509 eligible patients from 10 SOURCE sites (mean age 63 ± 12 years, 58% female sex, 48% White race), 3633 (7.6%) developed DME in the study period. The mean ± standard deviation time to DME was 875 ± 684 days (∼2.4 years) with those with baseline nonproliferative DR (HR 3.67, 95% CI: 3.41–3.95) and proliferative DR (HR 5.19, 95% CI: 4.61–5.85) more likely to develop DME. There was no difference in DME risk between type 1 and type 2 patients; however, Black race was associated with a 40% increase in DME risk (HR 1.40, 95% CI: 1.30–1.51). Every 1 unit increase in HbA1C had a 15% increased risk of DME (HR 1.15, 95% CI: 1.13–1.17), and each 10 mmHg increase in systolic BP was associated with a 6% increased DME risk (HR 1.06, 95% CI: 1.02–1.09). No association was identified between DME development and BMI, triglyceride levels, or high-density lipoprotein levels.

Conclusions

These findings suggest that in patients with diabetes modifiable risk factors such as elevated HbA1C and BP confer a higher risk of DME development; however, other modifiable systemic markers of dysmetabolism such as obesity and dyslipidemia did not. Further work is needed to identify the underlying contributions of race in DME.

Financial Disclosure(s)

Proprietary or commercial disclosure may be found in the Footnotes and Disclosures at the end of this article.

目的糖尿病黄斑水肿(DME)是视力损伤的主要原因之一,无论糖尿病视网膜病变(DR)处于哪个阶段都可能发生。据推测,代谢控制不佳会导致 DME 的发生,但大规模的研究尚未发现这种关联。本研究旨在确定代谢紊乱的可测量标志物是否与糖尿病患者的 DME 发展相关。研究对象利用视力结果研究合作组织 (SOURCE) 存储库中的数据,确定了未患有 DME 的糖尿病患者,并对其进行了长期随访,以了解与 DME 发展相关的因素。方法采用Cox比例危险模型评估人口统计学变量、糖尿病类型、吸烟史、基线DR状态、血压(BP)、血脂状况、体重指数(BMI)、血红蛋白A1C(HbA1C)与新发DME之间的关系。结果来自 10 个 SOURCE 地区的 47 509 名符合条件的患者(平均年龄 63 ± 12 岁,女性占 58%,白人占 48%)中,有 3633 人(7.6%)在研究期间患上了 DME。发生 DME 的平均时间(± 标准差)为 875 ± 684 天(∼ 2.4 年),基线为非增殖性 DR(HR 3.67,95% CI:3.41-3.95)和增殖性 DR(HR 5.19,95% CI:4.61-5.85)的患者更容易发生 DME。1 型和 2 型患者的 DME 风险没有差异;但是,黑人种族的 DME 风险增加了 40%(HR 1.40,95% CI:1.30-1.51)。HbA1C 每增加 1 个单位,DME 风险增加 15%(HR 1.15,95% CI:1.13-1.17),收缩压每增加 10 mmHg,DME 风险增加 6%(HR 1.06,95% CI:1.02-1.09)。结论:这些研究结果表明,在糖尿病患者中,HbA1C 和血压升高等可改变的危险因素会增加发生 DME 的风险;但肥胖和血脂异常等其他可改变的代谢紊乱系统标志物则不会增加发生 DME 的风险。还需要进一步的工作来确定种族在DME中的潜在作用。
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引用次数: 0
Phase I Study of Tivozanib Eye Drops in Healthy Volunteers and Patients with Neovascular Age-Related Macular Degeneration 健康志愿者和新生血管性老年性黄斑变性患者使用 Tivozanib 滴眼液的 1 期研究
IF 3.2 Q1 OPHTHALMOLOGY Pub Date : 2024-05-22 DOI: 10.1016/j.xops.2024.100553

Purpose

To evaluate the safety, pharmacokinetics, and exploratory efficacy of tivozanib eye drops in healthy volunteers and patients with neovascular age-related macular degeneration (nAMD).

Design

This multicenter group-sequential dose escalation phase I study consisted of a placebo-controlled double-masked study of healthy volunteers (cohorts 1 and 2) and an open-label study of patients with nAMD (cohort 3).

Participants

Healthy volunteers: Japanese or White men aged 20 to <50 years. Patients with nAMD with central subfield thickness (CST) ≥300 μm and best-corrected visual acuity score ≥23 letters in the study eye.

Methods

In the single-dose cohort of healthy men (cohort 1: steps 1–5), 1 or 2 tivozanib eye drops (30 μL/drop, 5-minute interval; 0.5, 1.0, and 2.0 w/v%) or placebo were administered in 1 eye once. In the multiple-dose cohort of healthy men (cohort 2: steps 1–6), 1 or 2 tivozanib eye drops (0.5, 1.0, and 2.0 w/v%) or placebo were administered 3 times daily in 1 eye for 21 days. In the multiple-dose cohort of patients with nAMD (cohort 3, steps 1–3), 1 or 2 tivozanib eye drops (0.5 and 1.0 w/v%) were administered 3 times daily in 1 affected eye for 21 days.

Main Outcome Measures

The safety outcome measures included adverse events (AEs). The pharmacokinetic outcome was serum tivozanib concentration. Among the exploratory efficacy outcomes, CST was evaluated.

Results

In total, 40, 48, and 28 participants were enrolled in cohorts 1, 2, and 3, respectively. Serious AEs did not occur in cohorts 1 to 3. The most frequent AE in multiple-dose cohorts was reversible punctate keratitis: placebo arm, 8.3% (healthy men, 1/12); tivozanib arm, 47.2% (healthy men, 17/36) and 14.3% (nAMD, 4/28). Serum tivozanib exposure increased dose-dependently and was similar in healthy men and patients with nAMD. In patients with nAMD, mean CST changes from baseline to day 22 were −27.6 ± 54.88 (0.5 w/v%; 1 drop, 3 times daily), −35.6 ± 49.64 (1.0 w/v%; 1 drop, 3 times daily), and −43.7 ± 55.19 μm (1.0 w/v%; 2 drops, 3 times daily).

Conclusions

Tivozanib eye drops showed a favorable safety profile in healthy Japanese and White men and Japanese patients with nAMD.

Financial Disclosure(s)

Proprietary or commercial disclosure may be found in the Footnotes and Disclosures at the end of this article.

目的评估替伏扎尼滴眼液在健康志愿者和新生血管性老年黄斑变性(nAMD)患者中的安全性、药代动力学和探索性疗效。设计这项多中心组序贯剂量递增 I 期研究包括一项针对健康志愿者的安慰剂对照双掩蔽研究(队列 1 和队列 2)和一项针对 nAMD 患者的开放标签研究(队列 3):日本或白人男性,年龄在 20 至 50 岁之间。方法在健康男性的单剂量队列(队列 1:1-5 步)中,单眼滴用 1 或 2 滴 tivozanib 眼药水(30 μL/滴,间隔 5 分钟;0.5、1.0 和 2.0 w/v%)或安慰剂 1 次。在健康男性多剂量队列(队列 2:步骤 1-6)中,每天 3 次在 1 只眼睛中滴入 1 或 2 滴 tivozanib 眼药水(0.5、1.0 和 2.0 w/v%)或安慰剂,持续 21 天。在nAMD患者的多剂量队列(队列3,1-3步)中,每天3次在1只患眼滴1或2滴tivozanib眼药水(0.5和1.0 w/v%),共21天。药代动力学结果为血清替伏扎尼浓度。在探索性疗效结果中,对CST进行了评估。结果第一组、第二组和第三组分别共有40人、48人和28人参加。多剂量组最常见的AE是可逆性点状角膜炎:安慰剂组,8.3%(健康男性,1/12);替伏扎尼组,47.2%(健康男性,17/36)和14.3%(nAMD,4/28)。健康男性和 nAMD 患者的血清替伏扎尼暴露量随剂量增加而增加,但两者的情况相似。在 nAMD 患者中,从基线到第 22 天的平均 CST 变化分别为 -27.6 ± 54.88(0.5 w/v%;每天 3 次,每次 1 滴)、-35.6 ± 49.64(1.0 w/v%;每天 3 次,每次 1 滴)和 -43.7 ± 55.19 μm(1.0 w/v%;每天 3 次,每次 2 滴)。结论Tivozanib滴眼液在健康的日本和白人男性以及日本nAMD患者中显示出良好的安全性。
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引用次数: 0
Risk Factors for Focal Choroidal Excavation Concurrent with Chorioretinal Disease: Evaluated by Spectral-Domain OCT 病灶脉络膜切除并发脉络膜视网膜疾病的风险因素:通过 SD-OCT 进行评估
IF 3.2 Q1 OPHTHALMOLOGY Pub Date : 2024-05-22 DOI: 10.1016/j.xops.2024.100554

Purpose

To investigate the risk factors for patients with focal choroidal excavation (FCE) and their correlation with chorioretinal diseases.

Design

Retrospective cross-sectional study.

Subjects

Patients with FCE were enrolled, while healthy subjects were recruited for the control group.

Methods

The study collected demographic information, clinical features, and multimodal images. Parameters of FCE identified using spectral-domain OCT (SD-OCT) were manually measured using built-in software and subsequently analyzed statistically.

Main Outcome Measures

Subfoveal choroidal thickness (SFCT), subexcavation choroidal thickness (SECT), and the greatest depth and width of each excavation were manually measured using built-in calipers in OCT software.

Results

Twenty-one patients (13/8, male/female) with FCE were included in this study. The average age was 45.2 years, and their best-corrected visual acuity (BCVA) was 0.4 logarithm of the minimum angle of resolution (Snellen equivalent, 20/50). Focal choroidal excavation was present in 28 eyes of 21 patients, including isolated FCE (12 eyes) and complicated FCE (16 eyes) with choroidal neovascularization (sCNV), central serous chorioretinopathy, and other conditions. Patients with complicated FCE were significantly older than those isolated FCE (P = 0.015). The SFCT of the healthy subjects was significantly less than that of the fellow eyes of the patients with FCE (P < 0.01), as was that of the eyes with isolated FCE (P < 0.001) and complicated FCE (P < 0.001). The width of excavation was wider in eyes with complicated FCE than in those with isolated FCE (P = 0.001). Hypertransmission defect (HD) was found beneath 15 excavations and was more prevalent in the complicated FCE group than the isolated FCE group (P = 0.023).

Conclusions

Focal choroidal excavation appears to be closely related to chorioretinal disorders, and the width of the excavation is a significant indicator for evaluating the risk of chorioretinal diseases.

Financial Disclosure(s)

Proprietary or commercial disclosure may be found in the Footnotes and Disclosures at the end of this article.

目的 探讨局灶性脉络膜挖损(FCE)患者的风险因素及其与脉络膜视网膜疾病的相关性。方法 收集人口统计学信息、临床特征和多模态图像。主要结果测量使用 OCT 软件中的内置卡尺手动测量脉络膜下厚度(SFCT)、脉络膜下挖空厚度(SECT)以及每个挖空的最大深度和宽度。结果21 名 FCE 患者(13/8,男性/女性)被纳入本研究。他们的平均年龄为 45.2 岁,最佳矫正视力(BCVA)为最小分辨角的 0.4 对数(斯奈伦等效视力,20/50)。21 名患者中有 28 只眼睛存在局灶性脉络膜挖出,其中包括孤立性 FCE(12 只眼睛)和伴有脉络膜新生血管(sCNV)、中心性浆液性脉络膜视网膜病变及其他情况的复杂性 FCE(16 只眼睛)。复杂性 FCE 患者的年龄明显大于孤立性 FCE 患者(P = 0.015)。健康受试者的 SFCT 明显小于 FCE 患者同侧眼的 SFCT(P < 0.01),孤立性 FCE(P < 0.001)和复杂性 FCE(P < 0.001)患者同侧眼的 SFCT 也是如此。复杂性 FCE 眼球的挖掘宽度比孤立性 FCE 眼球的挖掘宽度大(P = 0.001)。结论局灶性脉络膜挖空似乎与脉络膜视网膜疾病密切相关,挖空的宽度是评估脉络膜视网膜疾病风险的重要指标。
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引用次数: 0
Comparative Analysis of Vision Transformers and Conventional Convolutional Neural Networks in Detecting Referable Diabetic Retinopathy 视觉变换器与传统卷积神经网络在检测可转诊糖尿病视网膜病变中的对比分析
IF 3.2 Q1 OPHTHALMOLOGY Pub Date : 2024-05-17 DOI: 10.1016/j.xops.2024.100552

Objective

Vision transformers (ViTs) have shown promising performance in various classification tasks previously dominated by convolutional neural networks (CNNs). However, the performance of ViTs in referable diabetic retinopathy (DR) detection is relatively underexplored. In this study, using retinal photographs, we evaluated the comparative performances of ViTs and CNNs on detection of referable DR.

Design

Retrospective study.

Participants

A total of 48 269 retinal images from the open-source Kaggle DR detection dataset, the Messidor-1 dataset and the Singapore Epidemiology of Eye Diseases (SEED) study were included.

Methods

Using 41 614 retinal photographs from the Kaggle dataset, we developed 5 CNN (Visual Geometry Group 19, ResNet50, InceptionV3, DenseNet201, and EfficientNetV2S) and 4 ViTs models (VAN_small, CrossViT_small, ViT_small, and Hierarchical Vision transformer using Shifted Windows [SWIN]_tiny) for the detection of referable DR. We defined the presence of referable DR as eyes with moderate or worse DR. The comparative performance of all 9 models was evaluated in the Kaggle internal test dataset (with 1045 study eyes), and in 2 external test sets, the SEED study (5455 study eyes) and the Messidor-1 (1200 study eyes).

Main Outcome Measures

Area under operating characteristics curve (AUC), specificity, and sensitivity.

Results

Among all models, the SWIN transformer displayed the highest AUC of 95.7% on the internal test set, significantly outperforming the CNN models (all P < 0.001). The same observation was confirmed in the external test sets, with the SWIN transformer achieving AUC of 97.3% in SEED and 96.3% in Messidor-1. When specificity level was fixed at 80% for the internal test, the SWIN transformer achieved the highest sensitivity of 94.4%, significantly better than all the CNN models (sensitivity levels ranging between 76.3% and 83.8%; all P < 0.001). This trend was also consistently observed in both external test sets.

Conclusions

Our findings demonstrate that ViTs provide superior performance over CNNs in detecting referable DR from retinal photographs. These results point to the potential of utilizing ViT models to improve and optimize retinal photo-based deep learning for referable DR detection.

Financial Disclosure(s)

Proprietary or commercial disclosure may be found in the Footnotes and Disclosures at the end of this article.

客观视觉转换器(ViT)在以前由卷积神经网络(CNN)主导的各种分类任务中表现出了良好的性能。然而,ViTs 在可参考的糖尿病视网膜病变(DR)检测中的表现却相对欠缺探索。在这项研究中,我们使用视网膜照片评估了 ViT 和 CNN 在检测可转诊的糖尿病视网膜病变方面的性能对比。设计回顾性研究。参与者从开源的 Kaggle 糖尿病视网膜病变检测数据集、Messidor-1 数据集和新加坡眼科疾病流行病学(SEED)研究中纳入了共计 48 269 张视网膜图像。方法利用 Kaggle 数据集中的 41 614 张视网膜照片,我们开发了 5 个 CNN(Visual Geometry Group 19、ResNet50、InceptionV3、DenseNet201 和 EfficientNetV2S)和 4 个 ViTs 模型(VAN_small、CrossViT_small、ViT_small 和 Hierarchical Vision transformer using Shifted Windows [SWIN]_tiny),用于检测可转诊的 DR。我们将存在可转诊的 DR 定义为具有中度或更严重 DR 的眼睛。在 Kaggle 内部测试数据集(1045 只研究用眼)和 2 个外部测试集(SEED 研究(5455 只研究用眼)和 Messidor-1(1200 只研究用眼))中对所有 9 个模型的比较性能进行了评估。同样的观察结果在外部测试集中也得到了证实,SWIN变换器在SEED中的AUC达到了97.3%,在Messidor-1中达到了96.3%。当内部测试的特异性水平固定为 80% 时,SWIN 变换器的灵敏度最高,达到 94.4%,明显优于所有 CNN 模型(灵敏度水平在 76.3% 和 83.8% 之间;所有 P < 0.001)。我们的研究结果表明,在从视网膜照片检测可转诊的 DR 方面,ViT 的性能优于 CNN。这些结果表明,利用 ViT 模型改进和优化基于视网膜照片的深度学习来检测可转诊的 DR 是很有潜力的。
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引用次数: 0
Reticular Pseudodrusen 网状假性黄斑:其存在和程度对老年性黄斑变性局部杆状体功能的影响
IF 3.2 Q1 OPHTHALMOLOGY Pub Date : 2024-05-08 DOI: 10.1016/j.xops.2024.100551

Purpose

To understand the spatial relationship between local rod-mediated visual function and reticular pseudodrusen (RPD) in eyes with large drusen.

Design

Retrospective cross-sectional study.

Participants

One eye with large drusen (>125 μm) each from 91 individuals with intermediate age-related macular degeneration, with and without RPD.

Methods

All participants underwent dark adaptation testing using a dark-adapted chromatic perimeter, where visual sensitivities were measured over 30 minutes of dark adaptation after photobleach. The rod intercept time (RIT; a measure of dynamic rod function) and pointwise sensitivity difference (PWSD; a relative measure of rod- compared with cone-mediated function) was determined at multiple retinal locations, and their association with the overall (central 20° × 20° region) and local (2° diameter region centered on the location tested) extent of RPD and drusen (quantified using multimodal imaging) was examined.

Main Outcome Measures

Association between overall and local extent of RPD and drusen with RIT and PWSD at each retinal location tested.

Results

In a multivariable analysis, delayed RIT was associated with an increasing overall (P < 0.001), but not local (P = 0.884), extent of RPD. In contrast, the increasing local (P < 0.001), but not overall (P = 0.475), extent of drusen was associated with delayed RIT. Furthermore, only an increasing overall extent of RPD (P < 0.001) was associated with reduced PWSD (or worse rod compared with cone function), but not the local extent of RPD and drusen, or overall extent of drusen (P ≥ 0.344).

Conclusions

Local rod-mediated function was associated with the overall, rather than local, extent of RPD in eyes with large drusen, suggesting that there may be widespread pathologic changes in eyes with RPD that account for this.

Financial Disclosure(s)

Proprietary or commercial disclosure may be found in the Footnotes and Disclosures at the end of this article.

目的了解大色素眼局部视杆细胞介导的视觉功能与网状假皱纹(RPD)之间的空间关系。方法所有参与者都接受了暗适应测试,使用暗适应色度周界,在光漂白后的30分钟暗适应过程中测量视觉灵敏度。在多个视网膜位置测定杆截获时间(RIT,动态杆功能的测量指标)和点敏感度差异(PWSD,杆介导功能与视锥介导功能的相对测量指标),并检查它们与整体(20°×20°中心区域)和局部(以测试位置为中心的 2° 直径区域)RPD 和色素沉着(使用多模态成像量化)程度的关联。结果在多变量分析中,延迟 RIT 与 RPD 整体范围的增加有关(P < 0.001),但与局部范围的增加无关(P = 0.884)。相比之下,局部(P <0.001)而非整体(P = 0.475)色素沉着程度的增加与延迟 RIT 有关。此外,只有 RPD 整体范围的增加(P < 0.001)与 PWSD 的降低(或与视锥功能相比视杆细胞功能更差)有关,而与 RPD 和色素沉着的局部范围或色素沉着的整体范围无关(P ≥ 0.344)。结论局部视杆细胞介导的功能与大面积色素沉着眼的整体而非局部RPD程度相关,这表明RPD眼可能存在广泛的病理变化,这也是造成这种情况的原因。
{"title":"Reticular Pseudodrusen","authors":"","doi":"10.1016/j.xops.2024.100551","DOIUrl":"10.1016/j.xops.2024.100551","url":null,"abstract":"<div><h3>Purpose</h3><p>To understand the spatial relationship between local rod-mediated visual function and reticular pseudodrusen (RPD) in eyes with large drusen.</p></div><div><h3>Design</h3><p>Retrospective cross-sectional study.</p></div><div><h3>Participants</h3><p>One eye with large drusen (&gt;125 μm) each from 91 individuals with intermediate age-related macular degeneration, with and without RPD.</p></div><div><h3>Methods</h3><p>All participants underwent dark adaptation testing using a dark-adapted chromatic perimeter, where visual sensitivities were measured over 30 minutes of dark adaptation after photobleach. The rod intercept time (RIT; a measure of dynamic rod function) and pointwise sensitivity difference (PWSD; a relative measure of rod- compared with cone-mediated function) was determined at multiple retinal locations, and their association with the overall (central 20° × 20° region) and local (2° diameter region centered on the location tested) extent of RPD and drusen (quantified using multimodal imaging) was examined.</p></div><div><h3>Main Outcome Measures</h3><p>Association between overall and local extent of RPD and drusen with RIT and PWSD at each retinal location tested.</p></div><div><h3>Results</h3><p>In a multivariable analysis, delayed RIT was associated with an increasing overall (<em>P</em> &lt; 0.001), but not local (<em>P</em> = 0.884), extent of RPD. In contrast, the increasing local (<em>P</em> &lt; 0.001), but not overall (<em>P</em> = 0.475), extent of drusen was associated with delayed RIT. Furthermore, only an increasing overall extent of RPD (<em>P</em> &lt; 0.001) was associated with reduced PWSD (or worse rod compared with cone function), but not the local extent of RPD and drusen, or overall extent of drusen (<em>P</em> ≥ 0.344).</p></div><div><h3>Conclusions</h3><p>Local rod-mediated function was associated with the overall, rather than local, extent of RPD in eyes with large drusen, suggesting that there may be widespread pathologic changes in eyes with RPD that account for this.</p></div><div><h3>Financial Disclosure(s)</h3><p>Proprietary or commercial disclosure may be found in the Footnotes and Disclosures at the end of this article.</p></div>","PeriodicalId":74363,"journal":{"name":"Ophthalmology science","volume":"4 6","pages":"Article 100551"},"PeriodicalIF":3.2,"publicationDate":"2024-05-08","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://www.sciencedirect.com/science/article/pii/S2666914524000873/pdfft?md5=8a890207b878b9a7e353a3f0042e4544&pid=1-s2.0-S2666914524000873-main.pdf","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"141030948","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
Circulating VEGF-A Levels in Relation to Retinopathy of Prematurity and Treatment Effects: A Systematic Review and Meta-Analysis 与早产儿视网膜病变和治疗效果有关的循环 VEGF-A 水平:系统回顾和荟萃分析
IF 3.2 Q1 OPHTHALMOLOGY Pub Date : 2024-05-07 DOI: 10.1016/j.xops.2024.100548

Topic

Retinopathy of prematurity (ROP) is a severe retinal vascular disorder affecting preterm infants, potentially leading to retinal detachment and blindness. This review aims to elucidate the relationship between systemic VEGF levels and ROP.

Clinical Relevance

This systematic review aims to consolidate evidence from available studies to guide future research and inform clinical practice. In particular, the role of circulating VEGF-A levels in predicting ROP onset and progression, and evaluating the impact of anti-VEGF therapy on these levels, is crucial in ensuring efficacy and safety in patient care.

Methods

Scopus and PubMed were searched to identify studies investigating circulating VEGF-gene products in ROP patients using immunologic assays. Two authors independently screened the literature and extracted data, employing a random-effects meta-analysis to compare VEGF levels as the ratio of means between ROP patients and controls before and after treatment, heterogeneity was reported by I2-statistics. Risks of bias and publication bias were assessed using Quality Assessment of Diagnostic Accuracy Studies-2 and funnel plots/Egger’s tests, respectively.

Results

Out of 941 papers, 54 were included, with 26 providing posttreatment data and 31 providing biomarker data. Findings show a significant decrease in VEGF-A levels in the first week after ROP treatment (ratio of means [95% confidence interval] 0.34 [0.25–0.45], I2 = 97%, 17 publications). Anti-VEGF therapy showed a significantly more pronounced decrease (0.31 [0.25–0.38], I2 = 40%, 7 publications) than laser treatment in the first week after treatment (0.77 [0.61–0.97], I2 = 42%, 2 publications, subgroup difference, P < 0.01), among studies with a low risk of bias. Serum samples demonstrated a more marked decrease in VEGF-A than plasma (subgroup difference P < 0.01). However, the use of blood VEGF-A concentration as a biomarker for ROP prediction has shown inconsistent trends. The risk of bias mainly stems from unclear patient selection and lack of sample timing or analytical method details.

Conclusion

While anti-VEGF treatment significantly reduced blood VEGF-A levels in the first week post-ROP treatment, blood VEGF-A levels did not consistently predict ROP development. Heterogeneity in the results underscores the need for optimized analytical methods and emphasizes the importance of considering individual variation in VEGF-A concentrations independent of ROP diagnosis.

Financial Disclosure(s)

The author(s) have no proprietary or commercial interest in any materials discussed in this article.

主题早产儿视网膜病变(ROP)是一种影响早产儿的严重视网膜血管疾病,可能导致视网膜脱离和失明。本综述旨在阐明全身血管内皮生长因子水平与早产儿视网膜病变之间的关系。临床相关性本系统性综述旨在整合现有研究的证据,以指导未来的研究并为临床实践提供依据。特别是,循环 VEGF-A 水平在预测 ROP 发病和进展中的作用,以及评估抗 VEGF 治疗对这些水平的影响,对于确保患者护理的有效性和安全性至关重要。方法检索了 Scopus 和 PubMed,以确定使用免疫学测定法调查 ROP 患者循环 VEGF 基因产物的研究。两位作者独立筛选了文献并提取了数据,采用随机效应荟萃分析比较了治疗前后 ROP 患者和对照组 VEGF 水平的均值比,异质性由 I2 统计量报告。结果在941篇论文中,54篇被纳入,其中26篇提供了治疗后数据,31篇提供了生物标志物数据。研究结果显示,ROP 治疗后第一周 VEGF-A 水平明显下降(均值比 [95% 置信区间] 0.34 [0.25-0.45],I2 = 97%,17 篇论文)。在偏倚风险较低的研究中,抗血管内皮生长因子疗法在治疗后第一周的下降幅度(0.31 [0.25-0.38],I2 = 40%,7 篇文献)明显高于激光疗法(0.77 [0.61-0.97],I2 = 42%,2 篇文献,亚组差异,P <0.01)。与血浆相比,血清样本中 VEGF-A 的下降更为明显(亚组差异,P < 0.01)。然而,将血液中的 VEGF-A 浓度作为预测 ROP 的生物标志物显示出不一致的趋势。结论虽然抗血管内皮生长因子治疗可显著降低ROP治疗后第一周的血液VEGF-A水平,但血液VEGF-A水平并不能持续预测ROP的发生。结果的不一致性凸显了优化分析方法的必要性,并强调了在不考虑 ROP 诊断的情况下考虑 VEGF-A 浓度个体差异的重要性。
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引用次数: 0
Systemic Oxidative Stress Level as a Pathological and Prognostic Factor in Myopic Choroidal Neovascularization 全身氧化应激水平是近视性脉络膜新生血管的病理和预后因素之一
IF 3.2 Q1 OPHTHALMOLOGY Pub Date : 2024-05-07 DOI: 10.1016/j.xops.2024.100550

Purpose

To investigate the association of systemic oxidative stress level with myopic choroidal neovascularization (mCNV) and its clinical outcomes.

Design

Retrospective case-control study.

Participants

This retrospective study included 52 eyes of 52 healthy participants (mean age: 62.5 years), 30 eyes of 30 patients (mean age: 59.6 years) with high myopia (HM) but without mCNV, and 23 eyes of 23 patients (mean age: 61.8 years) with HM and mCNV who received intravitreal anti-VEGF antibody injections (IVIs) using a pro re nata regimen during the 6-month follow-up after the first IVI.

Methods

Clinical findings, including oxidative stress parameters, such as diacron reactive oxygen metabolites (dROMs), biological antioxidant potential (BAP), and the BAP/dROM ratio (B/d ratio), were analyzed.

Main Outcome Measures

Clinical features and oxidative stress parameters.

Results

Both BAP and the B/d ratio were significantly lower in the HM/mCNV group than in the HM/no mCNV group (P = 0.002 and P = 0.012, respectively) and than in the control group (P = 0.001 and P = 0.026, respectively). In a multiple logistic regression analysis, axial length (odds ratio 1.878, P = 0.042) and the B/d ratio (odds ratio 0.470, P = 0.026) were significantly associated with mCNV. Dividing the patients into high and low B/d ratio groups (with a cutoff of 5.2) showed that subfoveal choroidal thickness (SFCT) was lower (P = 0.002) and the number of IVI treatments was higher (P = 0.029) in the low B/d ratio group than in the high B/d ratio group. In multiple regression analyses, only the B/d ratio was significantly associated with SFCT (β = 0.684, P = 0.006).

Conclusions

The oxidative stress level in eyes with HM differed according to mCNV, SFCT, and the number of IVI treatments. Measuring oxidative stress parameters might be useful in eyes with HM both for assessing the risk of developing mCNV and determining disease activity.

Financial Disclosure(s)

Proprietary or commercial disclosure may be found in the Footnotes and Disclosures at the end of this article.

目的 探讨全身氧化应激水平与近视脉络膜新生血管(mCNV)及其临床结果的关系。5岁)、30名高度近视(HM)但无mCNV的患者(平均年龄:59.6岁)的30只眼睛,以及23名HM和mCNV患者(平均年龄:61.8岁)的23只眼睛,这些患者在首次IVI后的6个月随访期间接受了玻璃体内抗血管内皮生长因子抗体注射(IVI)。主要结果指标临床特征和氧化应激参数。结果HM/mCNV组的BAP和B/d比值均明显低于HM/无mCNV组(分别为P = 0.002和P = 0.012)和对照组(分别为P = 0.001和P = 0.026)。在多重逻辑回归分析中,轴长(几率比 1.878,P = 0.042)和 B/d 比值(几率比 0.470,P = 0.026)与 mCNV 显著相关。将患者分为高 B/d 比值组和低 B/d 比值组(临界值为 5.2)后发现,低 B/d 比值组的眼底脉络膜厚度(SFCT)比高 B/d 比值组低(P = 0.002),IVI 治疗次数比高 B/d 比值组多(P = 0.029)。在多元回归分析中,只有 B/d 比率与 SFCT 显著相关(β = 0.684,P = 0.006)。测量HM患者的氧化应激参数可能有助于评估患mCNV的风险和确定疾病的活动性。
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引用次数: 0
期刊
Ophthalmology science
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