Correlation of Quantitative Measurements with Diabetic Disease Severity Using Multiple En Face OCT Angiography Image Averaging

被引:9
|
作者
Jung, Jesse J. [1 ,2 ]
Yu, Daryle Jason G. [3 ]
Zeng, Anne [1 ]
Chen, Michael H. [4 ]
Shi, Yue [5 ]
Nassisi, Marco [5 ,6 ]
Marion, Kenneth M. [5 ]
Sadda, Srinivas R. [5 ,7 ]
Hoang, Quan, V [3 ,8 ]
机构
[1] East Bay Retina Consultants Inc, 3300 Telegraph Ave, Oakland, CA 94609 USA
[2] Univ Calif San Francisco, Dept Ophthalmol, San Francisco, CA USA
[3] Singapore Natl Eye Ctr, Duke NUS Med Sch, Singapore Eye Res Inst, Singapore, Singapore
[4] Silicon Valley Eyecare, Santa Clara, CA USA
[5] Doheny Eye Inst, 1355 San Pablo St, Los Angeles, CA 90033 USA
[6] Univ Milan, Dept Clin Sci & Community Hlth, Milan, Italy
[7] Univ Calif Los Angeles, David Geffen Sch Med, Dept Ophthalmol, Los Angeles, CA 90095 USA
[8] Columbia Univ Coll Phys & Surg, Dept Ophthalmol, Edward S Harkness Eye Inst, New York, NY 10032 USA
来源
OPHTHALMOLOGY RETINA | 2020年 / 4卷 / 11期
基金
美国国家卫生研究院;
关键词
COHERENCE TOMOGRAPHY ANGIOGRAPHY; FOVEAL AVASCULAR ZONE; FLUORESCEIN ANGIOGRAPHY; VESSEL DENSITY; VISUAL-ACUITY; MACULAR ISCHEMIA; RETINOPATHY; QUANTIFICATION; EYES; CHORIOCAPILLARIS;
D O I
10.1016/j.oret.2020.04.029
中图分类号
R77 [眼科学];
学科分类号
100212 ;
摘要
Purpose: To evaluate the effect of averaging en face OCT angiography (OCTA) images on quantitative measurements of the retinal microvasculature and their correlation to diabetic retinopathy (DR) disease severity. Design: Cross-sectional cohort study. Participants: One hundred five eyes (65 patients) comprising 28 eyes from 19 healthy, aged-matched control participants, 14 eyes from 9 diabetics without DR, and 63 eyes from 37 diabetics with varying levels of DR. Methods: Spectral-domain CIRRUS 5000 (Carl Zeiss Meditec, Dublin, CA) OCTA images with no macular edema or significant motion artifact were acquired 5 times with the 3 x 3-mm scan pattern. En face images of the superficial retinal layer (SRL) and deep retinal layer were registered and averaged. Vessel length density (VLD), perfusion density (PD), and foveal avascular zone (FAZ) parameters were measured on averaged versus single OCTA images. Main Outcome Measures: Univariate and multivariate linear regression correlated quantitative metrics to DR severity and best-corrected visual acuity (BCVA). Results: Eighty-four eyes (55 patients) met the inclusion criteria. Almost uniformly, lower VLD and PD parameters were associated significantly with worse DR severity and BCVA. Multivariate linear regression for DR severity resulted in an R-2 value of 0.82 and 0.77 for single and averaged groups, respectively. No variables remained associated significantly with DR severity in multivariate analysis with single images, but in averaged images, increased superior SRL PD significantly predicted worse DR severity (coefficient, 52.7; P = 0.026). Multivariate linear regression for BCVA had an R-2 value of 0.42 and 0.47 for single and averaged groups, respectively. Foveal avascular zone size was not associated with DR severity when single OCTA images (P = 0.98) were considered, but was highly associated when using averaged images (coefficient, 6.18; P < 0.001). Foveal avascular zone size was predictive for logarithm of the minimum angle of resolution BCVA with averaged images (0.21; P = 0.004), but not with single images (P = 0.31). Conclusions: Averaging of en face OCTA images improves the visualization of capillaries, particularly increasing the clarity of the FAZ borders, and therefore improves the correlation of vessel density and FAZspecific parameters to DR severity and BCVA. (C) 2020 by the American Academy of Ophthalmology
引用
收藏
页码:1069 / 1082
页数:14
相关论文
共 50 条
  • [1] Correlation of Quantitative Measurements with Diabetic Disease Severity utilizing Multiple En Face OCTA Image Averaging
    Chen, Michael H.
    Hoang, Quan V.
    Nassisi, Marco
    Shi, Yue
    Marion, Kenneth
    Shemonski, Nathan
    Sadda, Srinivas R.
    Jung, Jesse J.
    INVESTIGATIVE OPHTHALMOLOGY & VISUAL SCIENCE, 2018, 59 (09)
  • [2] Morphology and fluorescein leakage in diabetic retinal microaneurysms: a study using multiple en face OCT angiography image averaging
    Fukuda, Yosuke
    Nakao, Shintaro
    Kaizu, Yoshihiro
    Arima, Mitsuru
    Shimokawa, Sakurako
    Wada, Iori
    Yamaguchi, Muneo
    Takeda, Atsunobu
    Sonoda, Koh-Hei
    GRAEFES ARCHIVE FOR CLINICAL AND EXPERIMENTAL OPHTHALMOLOGY, 2022, 260 (11) : 3517 - 3523
  • [3] Morphology and fluorescein leakage in diabetic retinal microaneurysms: a study using multiple en face OCT angiography image averaging
    Yosuke Fukuda
    Shintaro Nakao
    Yoshihiro Kaizu
    Mitsuru Arima
    Sakurako Shimokawa
    Iori Wada
    Muneo Yamaguchi
    Atsunobu Takeda
    Koh-Hei Sonoda
    Graefe's Archive for Clinical and Experimental Ophthalmology, 2022, 260 : 3517 - 3523
  • [4] Microaneurysm Imaging Using Multiple En Face OCT Angiography Image Averaging Morphology and Visualization
    Kaizu, Yoshihiro
    Nakao, Shintaro
    Wada, Iori
    Arima, Mitsuru
    Yamaguchi, Muneo
    Ishikawa, Keijiro
    Akiyama, Masato
    Kishimoto, Junji
    Hisatomi, Toshio
    Sonoda, Koh-Hei
    OPHTHALMOLOGY RETINA, 2020, 4 (02): : 175 - 186
  • [5] Impact of integrated multiple image averaging on OCT angiography image quality and quantitative parameters
    Lauermann, Jost L.
    Xu, Y.
    Heiduschka, P.
    Treder, M.
    Alten, F.
    Eter, N.
    Alnawaiseh, M.
    GRAEFES ARCHIVE FOR CLINICAL AND EXPERIMENTAL OPHTHALMOLOGY, 2019, 257 (12) : 2623 - 2629
  • [6] Impact of integrated multiple image averaging on OCT angiography image quality and quantitative parameters
    Jost L. Lauermann
    Y. Xu
    P. Heiduschka
    M. Treder
    F. Alten
    N. Eter
    M. Alnawaiseh
    Graefe's Archive for Clinical and Experimental Ophthalmology, 2019, 257 : 2623 - 2629
  • [7] Choriocapillaris Imaging Using Multiple En Face Optical Coherence Tomography Angiography Image Averaging
    Uji, Akihito
    Balasubramanian, Siva
    Lei, Jianqin
    Baghdasaryan, Elmira
    Al-Sheikh, Mayss
    Sadda, SriniVas R.
    JAMA OPHTHALMOLOGY, 2017, 135 (11) : 1197 - 1204
  • [8] Impact of Multiple En Face Image Averaging on Quantitative Assessment from Optical Coherence Tomography Angiography Images
    Uji, Akihito
    Balasubramanian, Siva
    Lei, Jianqin
    Baghdasaryan, Elmira
    Al-Sheikh, Mayss
    Sadda, SriniVas R.
    OPHTHALMOLOGY, 2017, 124 (07) : 944 - 952
  • [9] Choroidal neovascularization imaging using multiple en face optical coherence tomography angiography image averaging
    Murakawa, Sakura
    Maruko, Ichiro
    Kawano, Taizo
    Hasegawa, Taiji
    Iida, Tomohiro
    GRAEFES ARCHIVE FOR CLINICAL AND EXPERIMENTAL OPHTHALMOLOGY, 2019, 257 (06) : 1119 - 1125
  • [10] Choroidal neovascularization imaging using multiple en face optical coherence tomography angiography image averaging
    Sakura Murakawa
    Ichiro Maruko
    Taizo Kawano
    Taiji Hasegawa
    Tomohiro Iida
    Graefe's Archive for Clinical and Experimental Ophthalmology, 2019, 257 : 1119 - 1125