基于人工智能的 OCT 生物标记量化支持地理萎缩中 RPE 和光感受器缺失区域显微光度计的可重复性。

IF 4.1 1区 医学 Q1 OPHTHALMOLOGY
Leonard M Coulibaly, Klaudia Birner, Azin Zarghami, Markus Gumpinger, Simon Schürer-Waldheim, Philipp Fuchs, Hrvoje Bogunović, Ursula Schmidt-Erfurth, Gregor S Reiter
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引用次数: 0

摘要

目的:由于地理萎缩(GA)是一种亚临床/超眼窝疾病,或已有眼窝缺损,视敏度变得不可靠,因此人们越来越关注将显微视力计(MP)或眼底控制视力计(FCP)作为有针对性的心理测试方法。我们在最广泛使用的 MP 设备上提供了全面的点对点测试重复性参考值,并将其与视网膜色素上皮(RPE)以及感光细胞(PR)完整性丧失区域的针对性测试相结合,为 GA 患者长期随访期间灵敏度丧失的解释提供指导:前瞻性可靠性研究 方法:GA 患者使用 CenterVue (iCare) MAIA 和 NIDEK MP3 设备进行连续测试。获得的 PWS 测量值与同次就诊时获得的光学相干断层扫描(OCT)容积扫描进行空间共注册。利用一套经过验证的基于深度学习的算法识别并量化了RPE和PR完整性缺失区域、色素沉着和PR厚度以及高反射灶(HRF)的体积。使用布兰德-阿尔特曼重复性系数(CoR),根据生物标记物特异性形态变化所定义的区域评估测试-重测重复性。此外,还评估了设备间相关性、光斑点检测的可重复性以及对固定稳定性的任何潜在影响:结果:20 名受试者的每台设备共测试了 900 个刺激点。MAIA(±6.57)和 MP3(±6.59)可检测到相同的整体 PWS 测试重复方差。在两种设备上,PR完整性缺失都与较高的测试重复方差有关(MAIA:p=0.002;MP3:p):在 MAIA 和 MP3 中,自动量化的 PR 完整性缺失区域伴有或不伴有潜在的 RPE 缺失,与较高的测试重复方差有关。这些发现对于在长期随访过程中准确解释 GA 的进展以及规划未来将微观视力测试作为功能性研究终点的试验至关重要。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
Repeatability of Microperimetry in areas of RPE and Photoreceptor loss in Geographic Atrophy supported by AI-based OCT biomarker quantification.

Purpose: Growing interest in microperimetry (MP) or fundus-controlled perimetry (FCP) as targeted psychometric testing method in geographic atrophy (GA) is warranted due to the disease subclinical/extra-foveal appearance or preexisting foveal loss with visual acuity becoming unreliable. We provide comprehensive pointwise test-retest repeatability reference values on the most widely used MP devices and combine them with targeted testing in areas of retinal pigment epithelium (RPE) as well as photoreceptor (PR) integrity loss, guiding the interpretation of sensitivity loss during the long-term follow-up of GA patients.

Design: Prospective reliability study METHODS: Patients with GA underwent consecutive testing on CenterVue (iCare) MAIA and NIDEK MP3 devices. Obtained PWS measurements were spatially co-registered to an optical coherence tomography (OCT) volume scan acquired during the same visit. Areas with RPE and PR integrity loss, drusen and PR thickness as well as the volume of hyperreflective foci (HRF) where identified and quantified using a set of validated deep learning-based algorithms. Test-retest repeatability was assessed according to areas defined by biomarker-specific morphologic changes using Bland-Altmann coefficients of repeatability (CoR). Furthermore, the inter-device correlation, the repeatability of scotoma point detection as well as any potential effects on fixation stability were assessed.

Results: 900 stimuli per device from twenty subjects were included. Identical overall PWS test-retest variance could be detected for MAIA (±6.57) and MP3 (±6.59). PR integrity loss was associated with a higher test-retest variance on both devices (MAIA: p=0.002; MP3: p<0.001). Higher CoR for stimuli in areas presenting RPE loss (±10.99 vs ±5.34) or HRF (±9.21 vs ±6.25) could only be detected on MP3 examinations (p<0.001 and p=0.01, respectively). An excellent intra-device correlation (MAIA: 0.94[0.93-0.95] MP3: 0.94[0.94-0.95]) and a good mean inter-device correlation (0.84[0.53-0.92]) could be demonstrated. The chosen device, run order or absence of foveal sparing had no significant effect on fixation stability.

Conclusion: Areas presenting automatically quantified PR integrity loss with and without underlying RPE loss are associated with higher test-retest variance for both MAIA and MP3. These findings are crucial for an accurate interpretation of GA progression during long-term follow-up and the planning of future trials with microperimetry testing as functional study endpoint.

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来源期刊
CiteScore
9.20
自引率
7.10%
发文量
406
审稿时长
36 days
期刊介绍: The American Journal of Ophthalmology is a peer-reviewed, scientific publication that welcomes the submission of original, previously unpublished manuscripts directed to ophthalmologists and visual science specialists describing clinical investigations, clinical observations, and clinically relevant laboratory investigations. Published monthly since 1884, the full text of the American Journal of Ophthalmology and supplementary material are also presented online at www.AJO.com and on ScienceDirect. The American Journal of Ophthalmology publishes Full-Length Articles, Perspectives, Editorials, Correspondences, Books Reports and Announcements. Brief Reports and Case Reports are no longer published. We recommend submitting Brief Reports and Case Reports to our companion publication, the American Journal of Ophthalmology Case Reports. Manuscripts are accepted with the understanding that they have not been and will not be published elsewhere substantially in any format, and that there are no ethical problems with the content or data collection. Authors may be requested to produce the data upon which the manuscript is based and to answer expeditiously any questions about the manuscript or its authors.
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