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远程视网膜筛查诊断糖尿病视网膜病变和年龄相关性黄斑变性的准确性:系统评价和荟萃分析。

Diagnostic accuracy of teleretinal screening for detection of diabetic retinopathy and age-related macular degeneration: a systematic review and meta-analysis.

机构信息

Department of Ophthalmology, Queen's University, Kingston, Ontario, Canada.

Department of Ophthalmology and Vision Sciences, University of Toronto, Toronto, Ontario, Canada.

出版信息

BMJ Open Ophthalmol. 2022 Feb 10;7(1):e000915. doi: 10.1136/bmjophth-2021-000915. eCollection 2022.

DOI:10.1136/bmjophth-2021-000915
PMID:35237724
原文链接:https://pmc.ncbi.nlm.nih.gov/articles/PMC8845326/
Abstract

OBJECTIVE

To evaluate the diagnostic accuracy of teleretinal screening compared with face-to-face examination for detection of diabetic retinopathy (DR) and age-related macular degeneration (AMD).

METHODS AND ANALYSIS

This study adhered to the Preferred Reporting Items for a Systematic Review and Meta-analysis of Diagnostic Test Accuracy Studies (PRISMA-DTA). A comprehensive search of OVID MEDLINE, EMBASE and Cochrane CENTRAL was performed from January 2010 to July 2021. QUADAS-2 tool was used to assess methodological quality and applicability of the studies. A bivariate random effects model was used to perform the meta-analysis. Referrable DR was defined as any disease severity equal to or worse than moderate non-proliferative DR or diabetic macular oedema (DMO).

RESULTS

28 articles were included. Teleretinal screening achieved a sensitivity of 0.91 (95% CI: 0.82 to 0.96) and specificity of 0.88 (0.74 to 0.95) for any DR (13 studies, n=7207, Grading of Recommendations, Assessment, Development and Evaluation (GRADE) low). Accuracy for referrable DR (10 studies, n=6373, GRADE moderate) was lower with a sensitivity of 0.88 (0.81 to 0.93) and specificity of 0.86 (0.79 to 0.90). After exclusion of ungradable images, the specificity for referrable DR increased to 0.95 (0.90 to 0.98), while the sensitivity remained nearly unchanged at 0.85 (0.76 to 0.91). Teleretinal screening achieved a sensitivity of 0.71 (0.49 to 0.86) and specificity of 0.88 (0.85 to 0.90) for detection of AMD (three studies, n=697, GRADE low).

CONCLUSION

Teleretinal screening is highly accurate for detecting any DR and DR warranting referral. Data for AMD screening is promising but warrants further investigation.

PROSPERO REGISTRATION NUMBER

CRD42020191994.

摘要

目的

评估远程视网膜筛查与面对面检查在诊断糖尿病视网膜病变(DR)和年龄相关性黄斑变性(AMD)中的诊断准确性。

方法

本研究遵循系统评价和诊断测试准确性研究的首选报告项目(PRISMA-DTA)。从 2010 年 1 月到 2021 年 7 月,对 OVID MEDLINE、EMBASE 和 Cochrane CENTRAL 进行了全面检索。使用 QUADAS-2 工具评估研究的方法学质量和适用性。使用双变量随机效应模型进行荟萃分析。可转诊 DR 定义为任何严重程度等于或大于中度非增殖性 DR 或糖尿病性黄斑水肿(DMO)的疾病。

结果

共纳入 28 篇文章。远程视网膜筛查对任何 DR(13 项研究,n=7207,推荐分级、评估、发展和评估(GRADE)低)的敏感性为 0.91(95%CI:0.82 至 0.96),特异性为 0.88(0.74 至 0.95)。对可转诊 DR(10 项研究,n=6373,GRADE 中等)的准确性较低,敏感性为 0.88(0.81 至 0.93),特异性为 0.86(0.79 至 0.90)。排除不可分级图像后,可转诊 DR 的特异性提高至 0.95(0.90 至 0.98),而敏感性几乎不变,为 0.85(0.76 至 0.91)。远程视网膜筛查对 AMD(三项研究,n=697,GRADE 低)的敏感性为 0.71(0.49 至 0.86),特异性为 0.88(0.85 至 0.90)。

结论

远程视网膜筛查对检测任何 DR 和需要转诊的 DR 非常准确。AMD 筛查的数据很有希望,但需要进一步研究。

PROSPERO 注册号:CRD42020191994。

https://cdn.ncbi.nlm.nih.gov/pmc/blobs/935e/8845326/8698a0a69b33/bmjophth-2021-000915f03.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/935e/8845326/c757485e95d6/bmjophth-2021-000915f01.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/935e/8845326/5a8c9a2222b8/bmjophth-2021-000915f02.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/935e/8845326/8698a0a69b33/bmjophth-2021-000915f03.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/935e/8845326/c757485e95d6/bmjophth-2021-000915f01.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/935e/8845326/5a8c9a2222b8/bmjophth-2021-000915f02.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/935e/8845326/8698a0a69b33/bmjophth-2021-000915f03.jpg

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本文引用的文献

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2
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Telemed J E Health. 2021 Aug;27(8):898-904. doi: 10.1089/tmj.2021.0118. Epub 2021 Jul 12.
3
Increasing Incidence and Prevalence of Common Retinal Diseases in Retina Practices Across the United States.
糖尿病视网膜病变与黄斑变性之间的关联:一项基于全国人口的研究。
Biomedicines. 2024 Mar 25;12(4):727. doi: 10.3390/biomedicines12040727.
4
Healthcare Resource Utilization and Costs in an At-Risk Population With Diabetic Retinopathy.患有糖尿病视网膜病变的高危人群的医疗资源利用和成本。
Transl Vis Sci Technol. 2024 Feb 1;13(2):12. doi: 10.1167/tvst.13.2.12.
5
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