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

被引:10
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 48 条
[1]   RETINAL VASCULAR PERFUSION DENSITY MAPPING USING OPTICAL COHERENCE TOMOGRAPHY ANGIOGRAPHY IN NORMALS AND DIABETIC RETINOPATHY PATIENTS [J].
Agemy, Steven A. ;
Scripsema, Nicole K. ;
Shah, Chirag M. ;
Chui, Toco ;
Garcia, Patricia M. ;
Lee, Jessica G. ;
Gentile, Ronald C. ;
Hsiao, Yi-Sing ;
Zhou, Qienyuan ;
Ko, Tony ;
Rosen, Richard B. .
RETINA-THE JOURNAL OF RETINAL AND VITREOUS DISEASES, 2015, 35 (11) :2353-2363
[2]   QUANTIFICATION OF RETINAL CAPILLARY NONPERFUSION IN DIABETICS USING WIDE-FIELD OPTICAL COHERENCE TOMOGRAPHY ANGIOGRAPHY [J].
Alibhai, A. Yasin ;
De Pretto, Lucas R. ;
Moult, Eric M. ;
Or, Chris ;
Arya, Malvika ;
McGowan, Mitchell ;
Carrasco-Zevallos, Oscar ;
Lee, ByungKun ;
Chen, Siyu ;
Baumal, Caroline R. ;
Witkin, Andre J. ;
Reichel, Elias ;
de Freitas, Anderson Zanardi ;
Duker, Jay S. ;
Fujimoto, James G. ;
Waheed, Nadia K. .
RETINA-THE JOURNAL OF RETINAL AND VITREOUS DISEASES, 2020, 40 (03) :412-420
[3]   THE RELATIONSHIP OF MACULAR MICROCIRCULATION TO VISUAL-ACUITY IN DIABETIC-PATIENTS [J].
AREND, O ;
WOLF, S ;
HARRIS, A ;
REIM, M .
ARCHIVES OF OPHTHALMOLOGY, 1995, 113 (05) :610-614
[4]   Parafoveal Retinal Vessel Density Assessment by Optical Coherence Tomography Angiography in Healthy Eyes [J].
Arya, Malvika ;
Rebhun, Carl B. ;
Alibhai, A. Yasin ;
Chen, Xuejing ;
Moreira-Neto, Carlos ;
Baumal, Caroline R. ;
Reichel, Elias ;
Witkin, Andre J. ;
Duker, Jay S. ;
Sadda, SriniVas R. ;
Waheed, Nadia K. .
OPHTHALMIC SURGERY LASERS & IMAGING RETINA, 2018, 49 (10) :S5-S17
[5]   Visual Acuity Is Correlated with the Area of the Foveal Avascular Zone in Diabetic Retinopathy and Retinal Vein Occlusion [J].
Balaratnasingam, Chandrakumar ;
Inoue, Maiko ;
Ahn, Seungjun ;
McCann, Jesse ;
Dhrami-Gavazi, Elona ;
Yannuzzi, Lawrence A. ;
Freund, K. Bailey .
OPHTHALMOLOGY, 2016, 123 (11) :2352-2367
[6]   Pearls and Pitfalls of Optical Coherence Tomography Angiography Imaging: A Review [J].
Borrelli, Enrico ;
Sadda, SriniVas R. ;
Uji, Akihito ;
Querques, Giuseppe .
OPHTHALMOLOGY AND THERAPY, 2019, 8 (02) :215-226
[7]   Optical coherence tomography angiography analysis of retinal vascular plexuses and choriocapillaris in patients with type 1 diabetes without diabetic retinopathy [J].
Carnevali, Adriano ;
Sacconi, Riccardo ;
Corbelli, Eleonora ;
Tomasso, Livia ;
Querques, Lea ;
Zerbini, Gianpaolo ;
Scorcia, Vincenzo ;
Bandello, Francesco ;
Querques, Giuseppe .
ACTA DIABETOLOGICA, 2017, 54 (07) :695-702
[8]   Widefield OCT-Angiography and Fluorescein Angiography Assessments of Nonperfusion in Diabetic Retinopathy and Edema Treated with Anti-Vascular Endothelial Growth Factor [J].
Couturier, Aude ;
Rey, Pierre-Antoine ;
Erginay, Ali ;
Lavia, Carlo ;
Bonnin, Sophie ;
Dupas, Benedicte ;
Gaudric, Alain ;
Tadayoni, Ramin .
OPHTHALMOLOGY, 2019, 126 (12) :1685-1694
[9]   DETECTION OF MICROVASCULAR CHANGES IN EYES OF PATIENTS WITH DIABETES BUT NOT CLINICAL DIABETIC RETINOPATHY USING OPTICAL COHERENCE TOMOGRAPHY ANGIOGRAPHY [J].
De Carlo, Talisa E. ;
Chin, Adam T. ;
Bonini Filho, Marco A. ;
Adhi, Mehreen ;
Branchini, Lauren ;
Salz, David A. ;
Baumal, Caroline R. ;
Crawford, Courtney ;
Reichel, Elias ;
Witkin, Andre J. ;
Duker, Jay S. ;
Waheed, Nadia K. .
RETINA-THE JOURNAL OF RETINAL AND VITREOUS DISEASES, 2015, 35 (11) :2364-2370
[10]   Association Between Vessel Density and Visual Acuity in Patients With Diabetic Retinopathy and Poorly Controlled Type 1 Diabetes [J].
Dupas, Benedicte ;
Minvielle, Wilfried ;
Bonnin, Sophie ;
Couturier, Aude ;
Erginay, Ali ;
Massin, Pascale ;
Gaudric, Alain ;
Tadayoni, Ramin .
JAMA OPHTHALMOLOGY, 2018, 136 (07) :721-728