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将自成像光学相干断层扫描纳入基于眼底摄影的糖尿病视网膜病变筛查的成本效益分析

Cost-effectiveness of incorporating self-imaging optical coherence tomography into fundus photography-based diabetic retinopathy screening.

作者信息

Liu Zitian, Han Xiaotong, Gao Le, Chen Shida, Huang Wenyong, Li Peng, Wu Zhiyan, Wang Mengchi, Zheng Yingfeng

机构信息

State Key Laboratory of Ophthalmology, Zhongshan Ophthalmic Center, Sun Yat-sen University, Guangdong Provincial Clinical Research Center for Ocular Diseases, Guangzhou, China.

MOPTIM Imaging Technique Co. Ltd, Shenzhen, China.

出版信息

NPJ Digit Med. 2024 Aug 24;7(1):225. doi: 10.1038/s41746-024-01222-5.

DOI:10.1038/s41746-024-01222-5
PMID:39181938
原文链接:https://pmc.ncbi.nlm.nih.gov/articles/PMC11344775/
Abstract

Diabetic macular edema (DME) has emerged as the foremost cause of vision loss in the population with diabetes. Early detection of DME is paramount, yet the prevailing screening, relying on two-dimensional and labor-intensive fundus photography (FP), results in frequent unwarranted referrals and overlooked diagnoses. Self-imaging optical coherence tomography (SI-OCT), offering fully automated, three-dimensional macular imaging, holds the potential to enhance DR screening. We conducted an observational study within a cohort of 1822 participants with diabetes, who received comprehensive assessments, including visual acuity testing, FP, and SI-OCT examinations. We compared the performance of three screening strategies: the conventional FP-based strategy, a combination strategy of FP and SI-OCT, and a simulated combination strategy of FP and manual SD-OCT. Additionally, we undertook a cost-effectiveness analysis utilizing Markov models to evaluate the costs and benefits of the three strategies for referable DR. We found that the FP + SI-OCT strategy demonstrated superior sensitivity (87.69% vs 61.53%) and specificity (98.29% vs 92.47%) in detecting DME when compared to the FP-based strategy. Importantly, the FP + SI-OCT strategy outperformed the FP-based strategy, with an incremental cost-effectiveness ratio (ICER) of $8016 per quality-adjusted life year (QALY), while the FP + SD-OCT strategy was less cost-effective, with an ICER of $45,754/QALY. Our results were robust to extensive sensitivity analyses, with the FP + SI-OCT strategy standing as the dominant choice in 69.36% of simulations conducted at the current willingness-to-pay threshold. In summary, incorporating SI-OCT into FP-based screening offers substantial enhancements in sensitivity, specificity for detecting DME, and most notably, cost-effectiveness for DR screening.

摘要

糖尿病性黄斑水肿(DME)已成为糖尿病患者视力丧失的首要原因。DME的早期检测至关重要,但目前的筛查主要依靠二维且耗费人力的眼底照相(FP),导致频繁出现不必要的转诊以及漏诊情况。自成像光学相干断层扫描(SI-OCT)可提供全自动的三维黄斑成像,有潜力改善糖尿病视网膜病变(DR)的筛查。我们在1822名糖尿病参与者队列中开展了一项观察性研究,这些参与者接受了包括视力测试、FP和SI-OCT检查在内的全面评估。我们比较了三种筛查策略的性能:传统的基于FP的策略、FP与SI-OCT的联合策略以及FP与手动扫描深度光学相干断层扫描(SD-OCT)的模拟联合策略。此外,我们利用马尔可夫模型进行了成本效益分析,以评估这三种可转诊DR策略的成本和效益。我们发现,与基于FP的策略相比,FP + SI-OCT策略在检测DME时表现出更高的灵敏度(87.69%对61.53%)和特异性(98.29%对92.47%)。重要的是,FP + SI-OCT策略优于基于FP的策略,每质量调整生命年(QALY)的增量成本效益比(ICER)为8016美元,而FP + SD-OCT策略的成本效益较低,ICER为45754美元/QALY。我们的结果在广泛的敏感性分析中很稳健,在当前支付意愿阈值下进行的69.36%的模拟中,FP + SI-OCT策略是主要选择。总之,将SI-OCT纳入基于FP的筛查可显著提高检测DME的灵敏度、特异性,最显著的是提高DR筛查的成本效益。

https://cdn.ncbi.nlm.nih.gov/pmc/blobs/c987/11344775/fd77e649a6cc/41746_2024_1222_Fig3_HTML.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/c987/11344775/f76899a34904/41746_2024_1222_Fig1_HTML.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/c987/11344775/330b2716c6ff/41746_2024_1222_Fig2_HTML.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/c987/11344775/fd77e649a6cc/41746_2024_1222_Fig3_HTML.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/c987/11344775/f76899a34904/41746_2024_1222_Fig1_HTML.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/c987/11344775/330b2716c6ff/41746_2024_1222_Fig2_HTML.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/c987/11344775/fd77e649a6cc/41746_2024_1222_Fig3_HTML.jpg

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