Abstract
Purpose
To investigate microcirculation characteristics of the inner retinal layers at the macula and the peripapillary area using Optical Coherence Tomography Angiography (OCT-A) of patients in early stages of Parkinson’s disease (PD).
Methods
32 PD patients and 46 age- and gender-matched healthy controls were included in this cross sectional study. OCT-A imaging was performed to analyze microcirculation characteristics at each separate macular region (fovea, parafovea, and perifovea) and the peripapillary area of the inner retinal layers.
Results
Individuals with PD had significantly lower parafoveal, perifoveal and total vessel density (VD) in the superficial capillary plexus (SCP) than controls (all p < 0.001), while foveal VD was higher in PD eyes than that of controls, though not statistically significant. Similarly, individuals with PD had significantly lower parafoveal, perifoveal and total perfusion in the SCP than control eyes (all p < 0.001), while foveal perfusion was significantly higher in PD eyes than that of controls (p = 0.008). PD eyes had significantly smaller FAZ area and perimeter accompanied by decreased circularity at the SCP as compared to controls (all p < 0.001). Concerning the peripapillary area, individuals with PD had significantly lower radial peripapillary capillary perfusion density and flux index at the SCP than controls (all p < 0.001). All p values remained statistically significant even after using the Bonferroni correction for multiple comparisons, except for that of foveal perfusion.
Conclusions
Our study indicates alterations of the inner retinal layers at the macula and the peripapillary area at the preliminary stages of PD. OCT-A parameters could potentially comprise imaging biomarkers for PD screening and improve the diagnostic algorithms.
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References
de Lau LM, Breteler MM (2006) Epidemiology of Parkinson’s disease. Lancet Neurol 5(6):525–535
Kwon DH, Kim JM, Oh SH et al (2012) Seven-Tesla magnetic resonance images of the substantia nigra in Parkinson disease. Ann Neurol 71(2):267–277
Chondrogiorgi M, Astrakas LG, Zikou AK, Weis L, Xydis VG, Antonini A, Argyropoulou MI, Konitsiotis S (2019) Multifocal alterations of white matter accompany the transition from normal cognition to dementia in Parkinson’s disease patients. Brain Imaging Behav 13(1):232–240
Harnois C, Di Paolo T (1990) Decreased dopamine in the retinas of patients with Parkinson’s disease. Invest Ophthalmol Vis Sci 31:2473–2475
Armstrong RA (2011) Visual symptoms in Parkinson’s disease. Parkinsons Dis 2011:908306
Maranis S, Tsouli S, Konitsiotis S (2011) Treatment of motor symptoms in advanced Parkinson’s disease: a practical approach. Prog Neuropsychopharmacol Biol Psychiatry 35(8):1795–1807
Aretouli E, Chondrogiorgi M, Dede O, Koutsonida M, Lafi C, Konstantinopoulou E, Kulisevsky J, Kosmidis MH, Konitsiotis S (2021) The Parkinson’s disease-cognitive rating scale: Greek normative data, clinical utility and cultural considerations. J Geriatr Psychiatry Neurol 18:8919887211049110
Hajee ME, March WF, Lazzaro DR et al (2009) Inner retinal layer thinning in Parkinson disease. Arch Ophthalmol 127(6):737–741
Guan J, Pavlovic D, Dalkie N et al (2013) Vascular degeneration in Parkinson’s disease. Brain Pathol 23(2):154–164
Schwartz RS, Halliday GM, Cordato DJ, Kril JJ (2012) Small-vessel disease in patients with Parkinson’s disease: a clinicopathological study. Mov Disord 27(12):1506–1512
Chalkias IN, Tegos T, Topouzis F, Tsolaki M (2021) Ocular biomarkers and their role in the early diagnosis of neurocognitive disorders. Eur J Ophthalmol 17:11206721211016312
Pellegrini M, Vagge A, Ferro Desideri LF et al (2020) Optical coherence tomography angiography in neurodegenerative disorders. J Clin Med 9(6):1706
Wang L, Murphy O, Caldito NG, Calabresi PA, Saidha S (2018) Emerging applications of optical coherence tomography angiography (OCTA) in neurological research. Eye Vis (Lond) 12(5):11
Asanad S, Mohammed I, Sadun AA, Saeedi OJ (2020) OCTA in neurodegenerative optic neuropathies: emerging biomarkers at the eye-brain interface. Ther Adv Ophthalmol 27(12):2515841420950508
Spaide RF, Fujimoto JG, Waheed NK, Sadda SR, Staurenghi G (2018) Optical coherence tomography angiography. Prog Retin Eye Res 64:1–55
Christou EE, Asproudis I, Asproudis C, Giannakis A, Stefaniotou M, Konitsiotis S (2022) Macular microcirculation characteristics in Parkinson’s disease evaluated by OCT-Angiography: a literature review. Semin Ophthalmol 37(3):399–407
Lin JB, Apte RS (2021) Seeing Parkinson disease in the retina. JAMA Ophthalmol 139(2):189–190
Robbins CB, Thompson AC, Bhullar PK et al (2021) Characterization of retinal microvascular and choroidal structural changes in parkinson disease. JAMA Ophthalmol 139(2):182–188
Rascunà C, Russo A, Terravecchia C et al (2020) Retinal thickness and microvascular pattern in early Parkinson’s disease. Front Neurol 7(11):533375
Kwapong WR, Ye H, Peng C et al (2018) Retinal microvascular impairment in the early stages of Parkinson’s disease. Invest Ophthalmol Vis Sci 59(10):4115–4122
Zou J, Liu K, Li F, Xu Y, Shen L, Xu H (2020) Combination of optical coherence tomography (OCT) and OCT angiography increases diagnostic efficacy of Parkinson’s disease. Quant Imaging Med Surg 10(10):1930–1939
Shi C, Chen Y, Kwapong WR et al (2020) Characterization by fractal dimension analysis of the retinal capillary network in parkinson disease. Retina 40(8):1483–1491
Xu B, Wang X, Guo J, Xu H, Tang B, Jiao B, Shen L (2022) Retinal microvascular density was associated with the clinical progression of Parkinson’s disease. Front Aging Neurosci 17(14):818597
Zhou M, Wu L, Hu Q, Wang C, Ye J, Chen T, Wan P (2021) Visual impairments are associated with retinal microvascular density in patients with Parkinson’s disease. Front Neurosci 12(15):718820
Murueta-Goyena A, Barrenechea M, Erramuzpe A, Teijeira-Portas S, Pengo M, Ayala U, Romero-Bascones D, Acera M, Del Pino R, Gómez-Esteban JC, Gabilondo I (2021) Foveal remodeling of retinal microvasculature in Parkinson’s disease. Front Neurosci 12(15):708700
Zhang Y, Zhang D, Gao Y, Yang L, Tao Y, Xu H, Man S, Zhang M, Xu Y (2021) Retinal flow density changes in early-stage Parkinson’s Disease investigated by swept-source optical coherence tomography angiography. Curr Eye Res 46(12):1886–1891
Robbins CB, Grewal DS, Thompson AC, Soundararajan S, Yoon SP, Polascik BW, Scott BL, Fekrat S (2022) Identifying peripapillary radial capillary plexus alterations in Parkinson’s disease using OCT angiography. Ophthalmol Retina 6(1):29–36
von Elm E, Altman DG, Egger M, Pocock SJ, Gøtzsche PC, Vandenbroucke JP (2008) STROBE initiative. The strengthening the reporting of observational studies in epidemiology STROBE statement: guidelines for reporting observational studies. J Clin Epidemiol 61(4):344–349
Postuma RB, Berg D, Stern M et al (2015) MDS clinical diagnostic criteria for Parkinson’s disease. Mov Disord 30:1591e1601
Postuma RB, Poewe W, Litvan I et al (2018) Validation of the MDS clinical diagnostic criteria for Parkinson’s disease. Mov Disord 33:1601e1608
Obuchowski NA (1997) Nonparametric analysis of clustered ROC curve data. Biometrics 53:567
Ying GS, Maguire MG, Glynn RJ et al (2022) Tutorial on biostatistics: receiver-operating characteristic (ROC) analysis for correlated eye data. Ophthalmic Epidemiol 29:117–127
Price DL, Rockenstein E, Mante M et al (2016) Longitudinal live imaging of retinal alpha-synuclein:GFP deposits in a transgenic mouse model of Parkinson’s disease/dementia with Lewy bodies. Sci Rep 6:29523
Miri S, Shrier EM, Glazman S et al (2015) The avascular zone and neuronal remodeling of the fovea in Parkinson disease. Ann Clin Transl Neurol 2:196–201
Snodderly DM, Weinhaus RS, Choi JC (1992) Neural-vascular relationships in central retina of macaque monkeys (Macaca fascicularis). J Neurosci 12:1169e1193
Hirsch EC, Hunot S (2009) Neuroinflammation in parkinson’s disease: a target for neuroprotection? Lancet Neurol 8(4):382–397
Tansey MG, Goldberg MS (2010) Neuroinflammation in parkinson’s disease: its role in neuronal death and implications for therapeutic intervention. Neurobiol Dis 37(3):510–518
Su X, Maguire-Zeiss KA, Giuliano R, Prifti L, Venkatesh K, Federoff HJ (2008) Synuclein activates microglia in a model of parkinson’s disease. Neurobiol Aging 29(11):1690–1701
Farkas E, De Jong GI, De Vos RA, Jansen Steur EN, Luiten PG (2000) Pathological features of cerebral cortical capillaries are doubled in alzheimer’s disease and parkinson’s disease. Acta Neuropathol 100(4):395–402
Zhang YS, Zhou N, Knoll BM, Samra S, Ward MR, Weintraub S et al (2019) Parafoveal vessel loss and correlation between peripapillary vessel density and cognitive performance in amnestic mild cognitive impairment and early alzheimer’s disease on optical coherence tomography angiography. PLoS ONE 14:e0214685
Ko JH, Lerner RP, Eidelberg D (2015) Effects of levodopa on regional cerebral metabolism and blood flow. Mov Disord 30:54e63
Lin A, Fang D, Li C, Cheung CY, Chen H (2020) Reliability of foveal avascular zone metrics automatically measured by Cirrus optical coherence tomography angiography in healthy subjects. Int Ophthalmol 40(3):763–773
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EEC collected data, drafted and wrote the main manuscript. SK collected and interpreted data and reviewed the manuscript. KP made the statistical analysis, contributed to writing and reviewing the manuscript. AG collected and interpreted data and reviewed the manuscript. CA collected data and reviewed the manuscript. MS drafted and reviewed the manuscript. IA interpreted data, reviewed the manuscript, conceived and supervised the study. All authors have read, critically revised and approved the current version of the manuscript.
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The study was conducted at the Department of Ophthalmology of the University Hospital of Ioannina, Greece after receiving approval from the institutional ethics committee and adhered to the tenets of the Declaration of Helsinki.
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Christou, E.E., Konitsiotis, S., Pamporis, K. et al. Inner retinal layers’ alterations of the microvasculature in early stages of Parkinson’s disease: a cross sectional study. Int Ophthalmol 43, 2533–2543 (2023). https://doi.org/10.1007/s10792-023-02653-x
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DOI: https://doi.org/10.1007/s10792-023-02653-x