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Repeatability and reproducibility of vessel density measurements on optical coherence tomography angiography in diabetic retinopathy

  • Retinal Disorders
  • Published:
Graefe's Archive for Clinical and Experimental Ophthalmology Aims and scope Submit manuscript

Abstract

Purpose

Understanding the precision of measurements on and across optical coherence tomography angiography (OCTA) devices is critical for tracking meaningful change in disease. The purpose of this study is to investigate the repeatability and reproducibility of vessel area density and vessel skeleton density measurements from various commercial OCTA devices in diabetic eyes.

Methods

Patients were imaged three consecutive times each on three different OCTA devices. En face OCTA images of the superficial capillary plexus, deep capillary plexus, and full retinal layer were exported for analysis. Vessel area density and vessel skeleton density were calculated. The coefficient of repeatability (CoR) was calculated to assess the repeatability of these measurements, and linear mixed models were utilized to assess the reproducibility of these measurements.

Results

Forty-four eyes from 27 diabetic patients were imaged. Normalized CoR values ranged between 3.44 and 6.65% when calculated for vessel area density and between 1.35 and 23.39% when calculated for vessel skeleton density. When stratified by disease severity, the swept-source OCTA device consistently produced the smallest CoR values for vessel area density in the full retinal layer. Vessel area density measurements were repeatable across the two spectral-domain devices in the full retinal layer when all severities were combined, as well as in diabetic patients without retinopathy, mild nonproliferative diabetic retinopathy (NPDR), and moderate NPDR.

Conclusion

Vessel area density measured in the full retinal layer may be a more precise measure than vessel skeleton density to follow diabetic retinopathy patients both on the same device and across devices.

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References

  1. Spaide RF, Fujimoto JG, Waheed NK, Sadda SR, Staurenghi G (2018) Optical coherence tomography angiography. Prog Retin Eye Res 64:1–55

    Article  PubMed  Google Scholar 

  2. Kashani AH, Chen CL, Gahm JK et al (2017) Optical coherence tomography angiography: a comprehensive review of current methods and clinical applications. Prog Retin Eye Res 60:66–100

    Article  PubMed  PubMed Central  Google Scholar 

  3. Alibhai AY, Moult EM, Shahzad R et al (2018) Quantifying microvascular changes using OCT angiography in diabetic eyes without clinical evidence of retinopathy. Ophthalmol Retina 6:788–793

    Google Scholar 

  4. Mastropasqua R, Toto L, Mastropasqua A et al (2017) Foveal avascular zone area and parafoveal vessel density measurements in different stages of diabetic retinopathy by optical coherence tomography angiography. Int J Ophthalmol 10(10):1545–1551

    PubMed  PubMed Central  Google Scholar 

  5. Zahid S, Dolz-Marco R, Freund KB et al (2016) Fractal dimensional analysis of optical coherence tomography angiography in eyes with diabetic retinopathy. Invest Ophthalmol Vis Sci 57(11):4940–4947

    Article  PubMed  Google Scholar 

  6. Schottenhamml J, Moult EM, Ploner S et al (2016) An Automatic, Intercapillary Area-Based Algorithm For Quantifying Diabetes-Related Capillary Dropout Using Optical Coherence Tomography AngiographyIntercapillary Area-Based Algorithm For Quantifying Diabetes-Related Capillary Dropout Using Optical Coherence Tomography Angiography. Retina 36(Suppl 1):S93–S101

    Article  PubMed  PubMed Central  Google Scholar 

  7. Alibhai AY, De Pretto LR, Moult EM et al (2018) Quantification of retinal capillary nonperfusion in diabetics using wide-field optical coherence tomography angiography. Retina 00:1–9

    Google Scholar 

  8. Durbin MK, An L, Shemonski ND et al (2017) Quantification of retinal microvascular density in optical coherence tomographic angiography images in diabetic retinopathy. JAMA Ophthalmol 135(4):370–376

    Article  PubMed  PubMed Central  Google Scholar 

  9. Nesper PL, Roberts PK, Onishi AC et al (2017) Quantifying microvascular abnormalities with increasing severity of diabetic retinopathy using optical coherence tomography angiography. Invest Ophthalmol Vis Sci 58(6):BIO307–BIO315

    Article  PubMed  PubMed Central  Google Scholar 

  10. Lei J, Durbin MK, Shi Y et al (2017) Repeatability and reproducibility of superficial macular retinal vessel density measurements using optical coherence tomography angiography en face images. JAMA Ophthalmol 135(10):1092–1098

    Article  PubMed  PubMed Central  Google Scholar 

  11. You Q, Freeman WR, Weinreb RN et al (2017) Reproducibility of vessel density measurement with optical coherence tomography angiography in eyes with and without retinopathy. Retina 37(8):1475–1482

    Article  PubMed  PubMed Central  Google Scholar 

  12. Lee M-W, Kim K-M, Lim H-B, Jo Y-J, Kim J-Y (2018) Repeatability of vessel density measurements using optical coherence tomography angiography in retinal diseases. Br J Ophthalmol. https://doi.org/10.1136/bjophthalmol-2018-312516

  13. Czakó C, Sándor G, Ecsedy M et al (2018) Intrasession and between-visit variability of retinal vessel density values measured with OCT angiography in diabetic patients. Sci Rep 8(1):10598

    Article  PubMed  PubMed Central  Google Scholar 

  14. Arya M, Rebhun CB, Alibhai AY et al (2018) Parafoveal retinal vessel density assessment by optical coherence tomography angiography in healthy eyes. Ophthalmic Surg Lasers Imaging Retina 49(10):S5–S17

    Article  PubMed  Google Scholar 

  15. Magrath GN, Say EAT, Sioufi K, Ferenczy S, Samara WA, Shields CL (2017) Variability in foveal avascular zone and capillary density using optical coherence tomography angiography machines in healthy eyes. Retina 37(11):2102–2111

    Article  PubMed  Google Scholar 

  16. Corvi F, Pellegrini M, Erba S, Cozzi M, Staurenghi G, Giani A (2018) Reproducibility of vessel density, fractal dimension, and Foveal avascular zone using 7 different optical coherence tomography angiography devices. Am J Ophthalmol 186:25–31

    Article  PubMed  Google Scholar 

  17. Munk MR, Giannakaki-Zimmermann H, Berger L et al (2017) OCT-angiography: a qualitative and quantitative comparison of 4 OCT-A devices. PLoS One 12(5):e0177059

    Article  PubMed  PubMed Central  Google Scholar 

  18. Al-Sheikh M, Falavarjani KG, Tepelus TC, Sadda SR (2017) Quantitative comparison of swept-source and spectral-domain OCT angiography in healthy eyes. Ophthalmic Surg Lasers Imaging Retina 48(5):385–391

    Article  PubMed  Google Scholar 

  19. Al-Sheikh M, Akil H, Pfau M, Sadda SR (2016) Swept-source OCT angiography imaging of the foveal avascular zone and macular capillary network density in diabetic retinopathy. Invest Ophthalmol Vis Sci 57(8):3907–3913

    Article  CAS  PubMed  Google Scholar 

  20. Mehta N, Braun PX, Gendelman I, et al (2020) Repeatability of Binarization Thresholding methods for optical coherence tomography angiography image quantification. Unpublished data under review

  21. Mehta N, Liu K, Alibhai AY et al (2019) Impact of binarization thresholding and brightness/contrast adjustment methodology on optical coherence tomography angiography image quantification. Am J Ophthalmol 205:54–65

    Article  PubMed  Google Scholar 

  22. Vaz S, Falkmer T, Passmore AE, Parsons R, Andreou P (2013) The case for using the repeatability coefficient when calculating test-retest reliability. PLoS One 8(9):e73990

    Article  CAS  PubMed  PubMed Central  Google Scholar 

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Funding

This study was funded by a Research to Prevent Blindness (RPB) Challenge grant made to the Department of Ophthalmology, Tufts Medical Center and by the Massachusetts Lions Club. The funding organizations have no role in the design or conduct of this research.

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Authors

Corresponding author

Correspondence to Nadia K. Waheed.

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Conflict of interest

ESL, MA, JC, ECG, AYA, and AJW have no financial disclosures. CRB has received honoraria from Carl Zeiss Meditec, Optovue, Genentech, and Allergan. JSD has received funding from Carl Zeiss Meditec and Optovue; he has consulted for Aldeyra, Allergan, Aura Biosciences, Bausch Health, Beyeonics, Hemera Bio, Merck, Novartis, and Roche. NKW has received a speaker fee from Nidek Medical Products and Topcon; she has consulted for Topcon, Regeneron, Roche/Genentech, Apellis, Astellas, Boehringer Ingelheim, and Novartis; she has served on the advisory board for Topcon, Carl Zeiss Meditec, Roche/Genentech, Apellis, Astellas, Boehringer Ingelheim, and Novartis; she has stock in the Boston Image Reading Center and OcuDyne; she is an officer of entity and has personal financial interest in Gyroscope.

Ethical approval

All procedures performed in studies involving human participants were in accordance with the ethical standards of the Tufts Medical Center Institutional Review Board and with the 1964 Helsinki declaration and its later amendments or comparable ethical standards.

Informed consent

Informed consent was obtained from all participants included in this study.

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Emily S. Levine and Malvika Arya are the co-first authors

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Levine, E.S., Arya, M., Chaudhari, J. et al. Repeatability and reproducibility of vessel density measurements on optical coherence tomography angiography in diabetic retinopathy. Graefes Arch Clin Exp Ophthalmol 258, 1687–1695 (2020). https://doi.org/10.1007/s00417-020-04716-6

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  • DOI: https://doi.org/10.1007/s00417-020-04716-6

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