Abstract
Purpose of Review
The present article serves as a comprehensive review of the published research literature surrounding the retinal microvasculature, characterized through the optical coherence tomography angiography (OCTA) and its potential clinical value for understanding and detecting cerebrovascular diseases.
Recent Findings
Studies from the past 3 years (2020–2023) have identified a degeneration of the retinal microvasculature, commonly defined through the loss of vascular density, in ischemic stroke, dementia, carotid artery stenosis, cerebral small vessel disease, and a series of rare, potentially inherited cerebrovascular disorders. These retinal microvascular changes often correlate with structure and functional changes in the brain and sometimes occur prior to debilitating neurodegeneration.
Summary
While further investigations with longitudinal data and larger sample sizes are necessary, OCTA shows promising results for characterizing the retinal microvasculature as a potential imaging biomarker in reflecting the changes in the cerebral microvasculature for early detection, prevention, and treatment of cerebrovascular diseases.
![](http://media.springernature.com/m312/springer-static/image/art%3A10.1007%2Fs40135-023-00320-z/MediaObjects/40135_2023_320_Fig1_HTML.png)
Similar content being viewed by others
References
Papers of particular interest, published recently, have been highlighted as: • Of importance •• Of major importance
Wang L, Murphy O, Caldito NG, Calabresi PA, Saidha S. Emerging Applications of Optical Coherence Tomography Angiography (OCTA) in neurological research. Eye Vis (Lond). 2018;5:11. https://doi.org/10.1186/s40662-018-0104-3.
Bennett TJ, Barry CJ. Ophthalmic imaging today: an ophthalmic photographer's viewpoint - a review. Clin Exp Ophthalmol. 2009;37(1):2–13. https://doi.org/10.1111/j.1442-9071.2008.01812.x.
Yannuzzi LA, Ober MD, Slakter JS, Spaide RF, Fisher YL, Flower RW, et al. Ophthalmic fundus imaging: today and beyond. Am J Ophthalmol. 2004;137(3):511–24. https://doi.org/10.1016/j.ajo.2003.12.035.
Huang Y, Zhang Q, Thorell MR, An L, Durbin MK, Laron M, et al. Swept-source OCT angiography of the retinal vasculature using intensity differentiation-based optical microangiography algorithms. Ophthalmic Surg Lasers Imaging Retina. 2014;45(5):382–9. https://doi.org/10.3928/23258160-20140909-08.
Teussink MM, Breukink MB, van Grinsven MJ, Hoyng CB, Klevering BJ, Boon CJ, et al. OCT Angiography compared to fluorescein and indocyanine green angiography in chronic central serous chorioretinopathy. Invest Ophthalmol Vis Sci. 2015;56(9):5229–37. https://doi.org/10.1167/iovs.15-17140.
London A, Benhar I, Schwartz M. The retina as a window to the brain-from eye research to CNS disorders. Nat Rev Neurol. 2013;9(1):44–53. https://doi.org/10.1038/nrneurol.2012.227.
Asanad S, Mohammed I, Sadun AA, Saeedi OJ. OCTA in neurodegenerative optic neuropathies: emerging biomarkers at the eye-brain interface. Ther Adv Ophthalmol. 2020;12:2515841420950508. https://doi.org/10.1177/2515841420950508.
Rocholz R, Corvi F, Weichsel J, Schmidt S, Staurenghi G. OCT angiography (OCTA) in retinal diagnostics. In: Bille JF, editor. High resolution imaging in microscopy and ophthalmology: new frontiers in biomedical optics. Cham (CH); 2019. pp. 135–60. https://doi.org/10.1007/978-3-030-16638-0_6.
Munk MR, Giannakaki-Zimmermann H, Berger L, Huf W, Ebneter A, Wolf S, et al. OCT-angiography: A qualitative and quantitative comparison of 4 OCT-A devices. PLoS One. 2017;12(5):e0177059. https://doi.org/10.1371/journal.pone.0177059.
Zhang Q, Lee CS, Chao J, Chen CL, Zhang T, Sharma U, et al. Wide-field optical coherence tomography based microangiography for retinal imaging. Sci Rep. 2016;6:22017. https://doi.org/10.1038/srep22017.
• Liu B, Hu Y, Ma G, **ao Y, Zhang B, Liang Y, et al. Reduced retinal microvascular perfusion in patients with stroke detected by optical coherence tomography angiography. Front Aging Neurosci. 2021;13:628336. https://doi.org/10.3389/fnagi.2021.628336.
Spaide RF, Klancnik JM Jr, Cooney MJ, Yannuzzi LA, Balaratnasingam C, Dansingani KK, et al. Volume-rendering optical coherence tomography angiography of macular telangiectasia type 2. Ophthalmology. 2015;122(11):2261–9. https://doi.org/10.1016/j.ophtha.2015.07.025.
•• Pierro L, Arrigo A, De Crescenzo M, Aragona E, Chiesa R, Castellano R, et al. Quantitative optical coherence tomography angiography detects retinal perfusion changes in carotid artery stenosis. Front Neurosci. 2021;15:640666. https://doi.org/10.3389/fnins.2021.640666.
• Kwapong WR, Yan Y, Hao Z, Wu B. Reduced superficial capillary density in cerebral infarction is inversely correlated with the NIHSS score. Front Aging Neurosci. 2021;13:626334. https://doi.org/10.3389/fnagi.2021.626334.
•• Incekalan TK, Taktakoglu D, Simdivar GHN, Ozturk I. Optical coherence tomography angiography findings in carotid artery stenosis. Int Ophthalmol. 2022;42(8):2501–9. https://doi.org/10.1007/s10792-022-02297-3.
Kur J, Newman EA, Chan-Ling T. Cellular and physiological mechanisms underlying blood flow regulation in the retina and choroid in health and disease. Prog Retin Eye Res. 2012;31(5):377–406. https://doi.org/10.1016/j.preteyeres.2012.04.004.
Erskine L, Herrera E. Connecting the retina to the brain. ASN Neuro. 2014;6(6) https://doi.org/10.1177/1759091414562107.
Campbell JP, Zhang M, Hwang TS, Bailey ST, Wilson DJ, Jia Y, et al. Detailed vascular anatomy of the human retina by projection-resolved optical coherence tomography angiography. Sci Rep. 2017;7:42201. https://doi.org/10.1038/srep42201.
Matsunaga D, Yi J, Puliafito CA, Kashani AH. OCT angiography in healthy human subjects. Ophthalmic Surg Lasers Imaging Retina. 2014;45(6):510–5. https://doi.org/10.3928/23258160-20141118-04.
Jia Y, Bailey ST, Hwang TS, McClintic SM, Gao SS, Pennesi ME, et al. Quantitative optical coherence tomography angiography of vascular abnormalities in the living human eye. Proc Natl Acad Sci U S A. 2015;112(18):E2395–402. https://doi.org/10.1073/pnas.1500185112.
Wei Y, Jiang H, Shi Y, Qu D, Gregori G, Zheng F, et al. Age-related alterations in the retinal microvasculature, microcirculation, and microstructure. Invest Ophthalmol Vis Sci. 2017;58(9):3804–17. https://doi.org/10.1167/iovs.17-21460.
Yu J, Jiang C, Wang X, Zhu L, Gu R, Xu H, et al. Macular perfusion in healthy Chinese: an optical coherence tomography angiogram study. Invest Ophthalmol Vis Sci. 2015;56(5):3212–7. https://doi.org/10.1167/iovs.14-16270.
Feigin VL, Brainin M, Norrving B, Martins S, Sacco RL, Hacke W, et al. World Stroke Organization (WSO): Global Stroke Fact Sheet 2022. Int J Stroke. 2022;17(1):18–29. https://doi.org/10.1177/17474930211065917.
• Duan H, **e J, Zhou Y, Zhang H, Liu Y, Tang C, et al. Characterization of the retinal microvasculature and FAZ changes in ischemic stroke and its different types. Transl Vis Sci Technol. 2022;11(10):21. https://doi.org/10.1167/tvst.11.10.21.
•• Zhang Y, Shi C, Chen Y, Wang W, Huang S, Han Z, et al. Retinal structural and microvascular alterations in different acute ischemic stroke subtypes. J Ophthalmol. 2020;2020:8850309. https://doi.org/10.1155/2020/8850309.
•• Molero-Senosiain M, Vidal-Villegas B, Pascual-Prieto J, Valor-Suarez C, Saenz-Frances F, Santos-Bueso E. Correlation between retrograde trans-synaptic degeneration of ganglion cells and optical coherence tomography angiography following ischemic stroke. Cureus. 2021;13(11):e19788. https://doi.org/10.7759/cureus.19788.
•• Liang Y, Liu B, **ao Y, Zeng X, Wu G, Du Z, et al. Retinal neurovascular changes in patients with ischemic stroke investigated by optical coherence tomography angiography. Front Aging Neurosci. 2022;14:834560. https://doi.org/10.3389/fnagi.2022.834560.
•• Lu K, Kwapong WR, Jiang S, Zhang X, **e J, Ye C, et al. Differences in retinal microvasculature between large artery atherosclerosis and small artery disease: an optical coherence tomography angiography study. Front Aging Neurosci. 2022;14:1053638. https://doi.org/10.3389/fnagi.2022.1053638.
•• Ye C, Kwapong WR, Tao W, Lu K, Pan R, Wang A, et al. Characterization of macular structural and microvascular changes in thalamic infarction patients: a swept-source optical coherence tomography-angiography study. Brain Sci. 2022;12(5) https://doi.org/10.3390/brainsci12050518.
• Pachade S, Coronado I, Abdelkhaleq R, Yan J, Salazar-Marioni S, Jagolino A, et al. Detection of stroke with retinal microvascular density and self-supervised learning using OCT-A and fundus imaging. J Clin Med. 2022;11(24) https://doi.org/10.3390/jcm11247408.
Shin JH. Dementia Epidemiology Fact Sheet 2022. Ann Rehabil Med. 2022;46(2):53–9. https://doi.org/10.5535/arm.22027.
• Zhang Z, Liu P, Kwapong WR, Wu B, Liu M, Zhang S. Microvascular changes in the retina correlate with MRI markers in patients with early-onset dementia. Brain Sci. 2022;12(10) https://doi.org/10.3390/brainsci12101391.
• Ashimatey BS, D'Orazio LM, Ma SJ, Jann K, Jiang X, Lu H, et al. Lower retinal capillary density in minimal cognitive impairment among older Latinx adults. Alzheimers Dement (Amst). 2020;12(1):e12071. https://doi.org/10.1002/dad2.12071.
• Wong MNK, Lai DWL, Chan HH, Lam BY. Neural and retinal characteristics in relation to working memory in older adults with mild cognitive impairment. Curr Alzheimer Res. 2021;18(3):185–95. https://doi.org/10.2174/1567205018666210608114044.
• Abraham AG, Guo X, Arsiwala LT, Dong Y, Sharrett AR, Huang D, et al. Cognitive decline in older adults: what can we learn from optical coherence tomography (OCT)-based retinal vascular imaging? J Am Geriatr Soc. 2021;69(9):2524–35. https://doi.org/10.1111/jgs.17272.
•• Chiara C, Gilda C, Daniela M, Antonio C, Miriana M, Marcello M, et al. A two-year longitudinal study of retinal vascular impairment in patients with amnestic mild cognitive impairment. Front Aging Neurosci. 2022;14:993621. https://doi.org/10.3389/fnagi.2022.993621.
•• Marquie M, Valero S, Martinez J, Alarcon-Martin E, Garcia-Sanchez A, de Rojas I, et al. Differences in macular vessel density in the superficial plexus across cognitive impairment: the NORFACE cohort. Sci Rep. 2022;12(1):16938. https://doi.org/10.1038/s41598-022-21558-w.
•• Li X, Zhu S, Zhou S, Zhang Y, Ding Y, Zheng B, et al. Optical coherence tomography angiography as a noninvasive assessment of cerebral microcirculatory disorders caused by carotid artery stenosis. Dis Markers. 2021;2021:2662031. https://doi.org/10.1155/2021/2662031.
• Istvan L, Czako C, Benyo F, Elo A, Mihaly Z, Sotonyi P, et al. The effect of systemic factors on retinal blood flow in patients with carotid stenosis: an optical coherence tomography angiography study. Geroscience. 2022;44(1):389–401. https://doi.org/10.1007/s11357-021-00492-1.
• Kwapong WR, Liu J, Wan J, Tao W, Ye C, Wu B. Retinal thickness correlates with cerebral hemodynamic changes in patients with carotid artery stenosis. Brain Sci. 2022;12(8) https://doi.org/10.3390/brainsci12080979.
•• Liu J, Wan J, Kwapong WR, Tao W, Ye C, Liu M, et al. Retinal microvasculature and cerebral hemodynamics in patients with internal carotid artery stenosis. BMC Neurol. 2022;22(1):386. https://doi.org/10.1186/s12883-022-02908-7.
•• Xu Q, Sun H, Yi Q. Association between retinal microvascular metrics using optical coherence tomography angiography and carotid artery stenosis in a Chinese cohort. Front Physiol. 2022;13:824646. https://doi.org/10.3389/fphys.2022.824646.
•• Liu X, Yang B, Tian Y, Ma S, Zhong J. Quantitative assessment of retinal vessel density and thickness changes in internal carotid artery stenosis patients using optical coherence tomography angiography. Photodiagnosis Photodyn Ther. 2022;39:103006. https://doi.org/10.1016/j.pdpdt.2022.103006.
• Mu R, Qin X, Guo Z, Meng Z, Liu F, Zhuang Z, et al. Prevalence and consequences of cerebral small vessel diseases: a cross-sectional study based on community people plotted against 5-year age strata. Neuropsychiatr Dis Treat. 2022;18:499–512. https://doi.org/10.2147/NDT.S352651.
•• Wang X, Wei Q, Wu X, Cao S, Chen C, Zhang J, et al. The vessel density of the superficial retinal capillary plexus as a new biomarker in cerebral small vessel disease: an optical coherence tomography angiography study. Neurol Sci. 2021;42(9):3615–24. https://doi.org/10.1007/s10072-021-05038-z.
•• Fu W, Zhou X, Wang M, Li P, Hou J, Gao P, et al. Fundus changes evaluated by OCTA in patients with cerebral small vessel disease and their correlations: a cross-sectional study. Front Neurol. 2022;13:843198. https://doi.org/10.3389/fneur.2022.843198.
•• Ma L, Wang M, Chen H, Qu Y, Yang L, Wang Y. Association between retinal vessel density and neuroimaging features and cognitive impairment in cerebral small vessel disease. Clin Neurol Neurosurg. 2022;221:107407. https://doi.org/10.1016/j.clineuro.2022.107407.
• Wiseman SJ, Zhang JF, Gray C, Hamid C, Valdes Hernandez MDC, Ballerini L, et al. Retinal capillary microvessel morphology changes are associated with vascular damage and dysfunction in cerebral small vessel disease. J Cereb Blood Flow Metab. 2023;43(2):231–40. https://doi.org/10.1177/0271678X221135658.
• Xu Z, Dong Y, Wang Y, Song L, Niu S, Wang S, et al. Associations of macular microvascular parameters with cerebral small vessel disease in rural older adults: a population-based OCT angiography study. Front Neurol. 2023;14:1133819. https://doi.org/10.3389/fneur.2023.1133819.
•• Lin CW, Yang ZW, Chen CH, Cheng YW, Tang SC, Jeng JS. Reduced macular vessel density and inner retinal thickness correlate with the severity of cerebral autosomal dominant arteriopathy with subcortical infarcts and leukoencephalopathy (CADASIL). PLoS One. 2022;17(5):e0268572. https://doi.org/10.1371/journal.pone.0268572.
•• Al-Nofal M, de Boer I, Agirman S, Wilms AE, Zamanipoor Najafabadi AH, Terwindt GM, et al. Optical coherence tomography angiography biomarkers of microvascular alterations in RVCL-S. Front Neurol. 2022;13:989536. https://doi.org/10.3389/fneur.2022.989536.
•• Khan HM, Lo J, Sarunic MV, Gooderham PA, Yip S, Sheldon CA, et al. Quantitative optical coherence tomography angiography in patients with moyamoya vasculopathy: a pilot study. Neuroophthalmology. 2021;45(6):386–90. https://doi.org/10.1080/01658107.2021.1959619.
• Locatelli M, Padovani A, Pezzini A. Pathophysiological mechanisms and potential therapeutic targets in cerebral autosomal dominant arteriopathy with subcortical infarcts and leukoencephalopathy (CADASIL). Front Pharmacol. 2020;11:321. https://doi.org/10.3389/fphar.2020.00321.
Mertens R, Graupera M, Gerhardt H, Bersano A, Tournier-Lasserve E, Mensah MA, et al. The genetic basis of moyamoya disease. Transl Stroke Res. 2022;13(1):25–45. https://doi.org/10.1007/s12975-021-00940-2.
•• Zhang X, **ao H, Liu C, Liu S, Zhao L, Wang R, et al. Optical coherence tomography angiography reveals distinct retinal structural and microvascular abnormalities in cerebrovascular disease. Front Neurosci. 2020;14:588515. https://doi.org/10.3389/fnins.2020.588515.
Acknowledgement
Current Ophthalmology Reports is grateful to Dr, Basil Williams, for their review of this manuscript.
Author information
Authors and Affiliations
Corresponding author
Ethics declarations
Conflict of Interest
Raquel Goldhardt received research support by NIH Center Core Grant P30EY014801. The remaining authors have no disclosures.
Human and Animal Rights and Informed Consent
This article does not contain any studies with human or animal subjects performed by any of the authors.
Additional information
Publisher’s Note
Springer Nature remains neutral with regard to jurisdictional claims in published maps and institutional affiliations.
Rights and permissions
Springer Nature or its licensor (e.g. a society or other partner) holds exclusive rights to this article under a publishing agreement with the author(s) or other rightsholder(s); author self-archiving of the accepted manuscript version of this article is solely governed by the terms of such publishing agreement and applicable law.
About this article
Cite this article
Wang, L., Shah, S., Llaneras, C.N. et al. Insight into the Brain: Application of the Retinal Microvasculature as a Biomarker for Cerebrovascular Diseases through Optical Coherence Tomography Angiography. Curr Ophthalmol Rep 12, 1–11 (2024). https://doi.org/10.1007/s40135-023-00320-z
Accepted:
Published:
Issue Date:
DOI: https://doi.org/10.1007/s40135-023-00320-z