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Lin J, Finkelstein DI, Anderson AJ, Lee PY, Bui BV, Wijeratne T, Alty JE, Nguyen CTO. Keeping an eye on Parkinson's disease: color vision and outer retinal thickness as simple and non-invasive biomarkers. J Neurol 2025; 272:351. [PMID: 40257599 PMCID: PMC12011953 DOI: 10.1007/s00415-025-13080-6] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/24/2025] [Revised: 03/25/2025] [Accepted: 03/28/2025] [Indexed: 04/22/2025]
Abstract
Over the last two decades, visual symptoms and retinal changes in Parkinson's disease (PD) have emerged as important biomarkers. Color vision deficiency, which begins in the outer retina, has been increasingly investigated, but a focused review of these papers has not recently been conducted. Similarly, thinning of the outer retina as measured using optical coherence tomography (OCT) holds potential as a screening marker for PD, particularly as these devices are already commonplace in community and hospital settings. Moreover, outer retinal thinning may be more specific for Parkinson's disease as inner retinal changes also occur in more common neurodegenerative diseases like glaucoma and Alzheimer's disease. This review summarizes contemporary evidence on two outer retina focused measures, color vision and outer retinal thickness, which can be readily quantified using non-invasive approaches and thus examines their potential as biomarkers for screening, detection, and progression in PD.
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Affiliation(s)
- Jingjing Lin
- Department of Optometry and Vision Sciences, The University of Melbourne, Melbourne, VIC, Australia
| | - David I Finkelstein
- Florey Institute of Neuroscience and Mental Health, The University of Melbourne, Melbourne, VIC, Australia
| | - Andrew J Anderson
- Department of Optometry and Vision Sciences, The University of Melbourne, Melbourne, VIC, Australia
| | - Pei Ying Lee
- Department of Optometry and Vision Sciences, The University of Melbourne, Melbourne, VIC, Australia
| | - Bang V Bui
- Department of Optometry and Vision Sciences, The University of Melbourne, Melbourne, VIC, Australia
| | - Tissa Wijeratne
- Department of Neurology, Sunshine Hospital, Melbourne, VIC, Australia
| | - Jane E Alty
- Wicking Dementia Research and Education Centre, University of Tasmania, Hobart, TAS, Australia.
- Neurology Department, Royal Hobart Hospital, Hobart, Australia.
| | - Christine T O Nguyen
- Department of Optometry and Vision Sciences, The University of Melbourne, Melbourne, VIC, Australia.
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Murueta-Goyena A, Teijeira-Portas S, Blanco Martín E, Vázquez-Picón R, Ruiz Bajo B, Bocos J, Sánchez-Molina J, Alves Dias P, Croitoru I, Rodríguez Agirretxe I, Del Pino R, Acera M, Tijero B, Sáez-Atxukarro O, Romero-Bascones D, Gómez-Esteban JC, Urcola JA, Ruiz Martínez J, Gabilondo I. Dynamics of retinal changes in early-stage Parkinson's disease. Acta Neuropathol Commun 2025; 13:20. [PMID: 39891280 PMCID: PMC11784094 DOI: 10.1186/s40478-025-01936-x] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/15/2024] [Accepted: 01/25/2025] [Indexed: 02/03/2025] Open
Abstract
Parkinson's disease (PD) is a neurodegenerative disorder primarily characterized by motor symptoms, with emerging evidence suggesting retinal pathology, particularly in the ganglion cell-inner plexiform layer (GCIPL), detectable via optical coherence tomography (OCT). This study aimed to characterize early retinal dynamics in PD using OCT. We conducted a prospective one-year longitudinal multicenter study involving 53 early-stage PD patients with a disease duration of 5 years or less and 52 controls. The participants underwent retinal spectral-domain OCT, primary visual function and cognitive examinations. We examined baseline retinal measures and short-term longitudinal differences between groups via linear mixed effects models. In PD patients, the baseline GCIPL thickness in central regions was increased by up to 4 μm, and the rate of thinning in the parafoveal GCIPL was - 0.61 [0.29] µm/year faster over a one-year follow-up period than in controls in the 2- to 3-mm ring (p = 0.039). In PD patients, greater central GCIPL thickness was associated with poorer contrast sensitivity and reduced performance on the Farnsworth D15 color vision test. It also predicted subsequent thinning in both the GCIPL (2- to 3-mm ring) and the inner nuclear layer (2- to 5-mm rings). However, this increased thickness was not linked to prevalent or progressive motor or cognitive manifestations. In conclusion, this study provides the first detailed topographical description of early retinal dynamics in PD patients, revealing increased central GCIPL thickness and accelerated parafoveal GCIPL thinning in PD. However, the macular region shows complex and variable dynamics among PD patients, but these changes precede detectable progression in clinical scales.
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Affiliation(s)
- Ane Murueta-Goyena
- Department of Neurosciences, Faculty of Medicine and Nursery, University of the Basque Country (UPV/EHU), Leioa, Spain.
- Neurodegenerative Diseases Group, Biobizkaia Health Research Institute, Barakaldo, Bizkaia, Spain.
| | - Sara Teijeira-Portas
- Neurodegenerative Diseases Group, Biobizkaia Health Research Institute, Barakaldo, Bizkaia, Spain
| | | | - Raquel Vázquez-Picón
- Servicio Neurología, Hospital Universitario Galdakao-Usansolo, Galdakao, Bizkaia, Spain
| | - Blanca Ruiz Bajo
- Servicio Neurología, Hospital Universitario Araba, Vitoria-Gasteiz, Araba, Spain
| | - Jone Bocos
- Servicio Neurología, Hospital Universitario Araba, Vitoria-Gasteiz, Araba, Spain
| | - Jorge Sánchez-Molina
- Servicio Oftalmología, Hospital Universitario Donostia, Donostia, Gipuzkoa, Spain
| | | | - Ioana Croitoru
- Biogipuzkoa Health Research Institute, Donostia, Gipuzkoa, Spain
| | - Iñaki Rodríguez Agirretxe
- Servicio Oftalmología, Hospital Universitario Donostia, Donostia, Gipuzkoa, Spain
- Biogipuzkoa Health Research Institute, Donostia, Gipuzkoa, Spain
| | - Rocío Del Pino
- Neurodegenerative Diseases Group, Biobizkaia Health Research Institute, Barakaldo, Bizkaia, Spain
| | - Marian Acera
- Neurodegenerative Diseases Group, Biobizkaia Health Research Institute, Barakaldo, Bizkaia, Spain
| | - Beatriz Tijero
- Neurodegenerative Diseases Group, Biobizkaia Health Research Institute, Barakaldo, Bizkaia, Spain
- Servicio Neurología, Hospital Universitario Cruces, Barakaldo, Bizkaia, Spain
| | | | - David Romero-Bascones
- Biomedical Engineering Department, Faculty of Engineering (MU-ENG), Mondragon Unibertsitatea, Arrasate, Spain
| | - Juan Carlos Gómez-Esteban
- Department of Neurosciences, Faculty of Medicine and Nursery, University of the Basque Country (UPV/EHU), Leioa, Spain
- Neurodegenerative Diseases Group, Biobizkaia Health Research Institute, Barakaldo, Bizkaia, Spain
- Servicio Neurología, Hospital Universitario Cruces, Barakaldo, Bizkaia, Spain
| | - Javier Aritz Urcola
- Servicio Oftalmología, Hospital Universitario Araba, Vitoria-Gasteiz, Araba, Spain
| | - Javier Ruiz Martínez
- Biogipuzkoa Health Research Institute, Donostia, Gipuzkoa, Spain
- Servicio Neurología, Hospital Universitario Donostia, Donostia Gipuzkoa, Spain
- CIBERNED, Institute of Health Carlos III, Madrid, Spain
| | - Iñigo Gabilondo
- Neurodegenerative Diseases Group, Biobizkaia Health Research Institute, Barakaldo, Bizkaia, Spain
- Servicio Neurología, Hospital Universitario Cruces, Barakaldo, Bizkaia, Spain
- IKERBASQUE, The Basque Foundation for Science, Bilbao, Bizkaia, Spain
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Erdem M, Soker EB, Ozdogru D, Balal M, Ciloglu E. Evaluation of retinal microvascular changes with OCT-A in Parkinson disease and essential tremor. Medicine (Baltimore) 2024; 103:e40752. [PMID: 39654240 PMCID: PMC11630959 DOI: 10.1097/md.0000000000040752] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 08/26/2024] [Revised: 10/28/2024] [Accepted: 11/12/2024] [Indexed: 12/12/2024] Open
Abstract
This study aimed to evaluate the presence and comparison of microvascular abnormalities in essential tremor (ET) and Parkinson disease (PD) using optical coherence tomography angiography (OCT-A) and to show the relationship between retinal microvascular changes and disease stage in the patient group. A total of 176 eyes, including 26 PD diagnosed according to the United Kingdom PD Society Brain Bank criteria, 31 ET diagnosed according to the Washington heights-inwood genetic study of ET (WHIGET) criteria and 31 healthy controls, were included in the study. Unified PD assessment scale (UPDRS) motor scores, non-motor symptom scale (NMS), modified Hoehn&Yahr stages (mH&Y) and Fahn-Toloso-Marin grading scale were recorded. All patients were evaluated in terms of visual acuity, fundus examination, intraocular pressure measurements, and refractive errors in Ophthalmology department. Deep macular vascular density was significantly decreased in PD compared to both the controls and ET(P < .05). In the measurements in the inferior quadrant of the retinal nerve fiber layer (RNFL) of the optic disc (OD), the values of the controls were significantly higher than those of PD in both eyes (P = .014 and P = .010). Radial peripapillary capillarity density in the left eye was substantially lower in ET than in controls (P = .045). In both eyes, OD radial peripapillary capillarity inside the disc small values of PD were significantly lower than those of ET and controls (P < .05). In our study, deep macular vascular density, RNFL and radial peripapillary capillarity were significantly lower in PD compared with ET and control groups, and radial peripapillary capillarity was lower in ET compared with control group. This study provides valuable information regarding the potential of OCT-A as a diagnostic tool for PD and ET.
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Affiliation(s)
- Miray Erdem
- Department of Neurology, Adana City Training and Research Hospital, Adana, Türkiye
| | - Elif Banu Soker
- Department of Neurology, Adana City Training and Research Hospital, Adana, Türkiye
| | - Derya Ozdogru
- Department of Neurology, Adana City Training and Research Hospital, Adana, Türkiye
| | - Mehmet Balal
- Department of Neurology, Çukurova University Faculty of Medicine, Adana, Türkiye
| | - Emine Ciloglu
- Department of Ophthalmology, Adana City Training and Research Hospital, Adana, Türkiye
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Örnek K, Örnek N. Comment: Retinal Thickness in Essential Tremor and Early Parkinson Disease: Exploring Diagnostic Insights. J Neuroophthalmol 2024; 44:e531-e532. [PMID: 38466429 DOI: 10.1097/wno.0000000000002122] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 03/13/2024]
Affiliation(s)
- Kemal Örnek
- Department of Ophthalmology (KO), Kırşehir Ahi Evran University School of Medicine, Kırşehir, Turkey; and Department of Ophthalmology (NO), Kırıkkale University School of Medicine, Kırıkkale, Turkey
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Terravecchia C, Mostile G, Chisari CG, Rascunà C, Terranova R, Cicero CE, Giuliano L, Donzuso G, Sciacca G, Luca A, Preux PM, Jankovic J, Zappia M, Nicoletti A. Reply: Retinal Thickness in Essential Tremor and Early Parkinson Disease: Exploring Diagnostic Insights. J Neuroophthalmol 2024; 44:e532. [PMID: 38466367 DOI: 10.1097/wno.0000000000002123] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 03/13/2024]
Affiliation(s)
- Claudio Terravecchia
- Department "G.F. Ingrassia" (CT, GM, CGC, CR, RT, CEC, LG, GD, GS, AL, MZ, AN), Section of Neurosciences, University of Catania, Catania, Italy; Oasi Research Institute-IRCCS (GM), Troina, Italy; INSERM (P-MP), University of Limoges, CHU Limoges, IRD, U1094 Tropical Neuroepidemiology, Institute of Epidemiology and Tropical Neurology, GEIST, Limoges, France; and Parkinson's Disease Center and Movement Disorders Clinic (JJ), Department of Neurology, Baylor College of Medicine, Houston, Texas
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Álvarez-Rodríguez L, Pueyo A, de Moura J, Vilades E, Garcia-Martin E, Sánchez CI, Novo J, Ortega M. Fully automatic deep convolutional approaches for the screening of neurodegeneratives diseases using multi-view OCT images. Artif Intell Med 2024; 158:103006. [PMID: 39504622 DOI: 10.1016/j.artmed.2024.103006] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/09/2023] [Revised: 10/19/2024] [Accepted: 10/23/2024] [Indexed: 11/08/2024]
Abstract
The prevalence of neurodegenerative diseases (NDDs) such as Alzheimer's (AD), Parkinson's (PD), Essential tremor (ET), and Multiple Sclerosis (MS) is increasing alongside the aging population. Recent studies suggest that these disorders can be identified through retinal imaging, allowing for early detection and monitoring via Optical Coherence Tomography (OCT) scans. This study is at the forefront of research, pioneering the application of multi-view OCT and 3D information to the neurological diseases domain. Our methodology consists of two main steps. In the first one, we focus on the segmentation of the retinal nerve fiber layer (RNFL) and a class layer grouping between the ganglion cell layer and Bruch's membrane (GCL-BM) in both macular and optic disc OCT scans. These are the areas where changes in thickness serve as a potential indicator of NDDs. The second phase is to select patients based on information about the retinal layers. We explore how the integration of both views (macula and optic disc) improves each screening scenario: Healthy Controls (HC) vs. NDD, AD vs. NDD, ET vs. NDD, MS vs. NDD, PD vs. NDD, and a final multi-class approach considering all four NDDs. For the segmentation task, we obtained satisfactory results for both 2D and 3D approaches in macular segmentation, in which 3D performed better due to the inclusion of depth and cross-sectional information. As for the optic disc view, transfer learning did not improve the metrics over training from scratch, but it did provide a faster training. As for screening, 3D computational biomarkers provided better results than 2D ones, and multi-view methods were usually better than the single-view ones. Regarding separability among diseases, MS and PD were the ones that provided better results in their screening approaches, being also the most represented classes. In conclusion, our methodology has been successfully validated with an extensive experimentation of configurations, techniques and OCT views, becoming the first multi-view analysis that merges data from both macula-centered and optic disc-centered perspectives. Besides, it is also the first effort to examine key retinal layers across four major NDDs within the framework of pathological screening.
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Affiliation(s)
- Lorena Álvarez-Rodríguez
- VARPA Group, Biomedical Research Institute of A Coruña (INIBIC), University of A Coruña, A Coruña, Spain; CITIC-Research Center of Information and Communication Technologies, University of A Coruña, A Coruña, Spain.
| | - Ana Pueyo
- Department of Ophthalmology, Miguel Servet University Hospital, Zaragoza, Spain; Aragon Institute for Health Research (IIS Aragon), Miguel Servet Ophthalmology Innovation and Research Group (GIMSO), University of Zaragoza, Zaragoza, Spain.
| | - Joaquim de Moura
- VARPA Group, Biomedical Research Institute of A Coruña (INIBIC), University of A Coruña, A Coruña, Spain; CITIC-Research Center of Information and Communication Technologies, University of A Coruña, A Coruña, Spain.
| | - Elisa Vilades
- Department of Ophthalmology, Miguel Servet University Hospital, Zaragoza, Spain; Aragon Institute for Health Research (IIS Aragon), Miguel Servet Ophthalmology Innovation and Research Group (GIMSO), University of Zaragoza, Zaragoza, Spain.
| | - Elena Garcia-Martin
- Department of Ophthalmology, Miguel Servet University Hospital, Zaragoza, Spain; Aragon Institute for Health Research (IIS Aragon), Miguel Servet Ophthalmology Innovation and Research Group (GIMSO), University of Zaragoza, Zaragoza, Spain.
| | - Clara I Sánchez
- Quantitative Healthcare Analysis (qurAI) Group, Informatics Institute, Universieit van Amsterdam, Amsterdam, The Netherlands; Biomedical Engineering and Physics, Amsterdam UMC Locatie AMC Department of Biomedical Engineering and Physics, Amsterdam, The Netherlands.
| | - Jorge Novo
- VARPA Group, Biomedical Research Institute of A Coruña (INIBIC), University of A Coruña, A Coruña, Spain; CITIC-Research Center of Information and Communication Technologies, University of A Coruña, A Coruña, Spain.
| | - Marcos Ortega
- VARPA Group, Biomedical Research Institute of A Coruña (INIBIC), University of A Coruña, A Coruña, Spain; CITIC-Research Center of Information and Communication Technologies, University of A Coruña, A Coruña, Spain.
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Angelini L, Paparella G, Bologna M. Distinguishing essential tremor from Parkinson's disease: clinical and experimental tools. Expert Rev Neurother 2024; 24:799-814. [PMID: 39016323 DOI: 10.1080/14737175.2024.2372339] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/25/2024] [Accepted: 06/20/2024] [Indexed: 07/18/2024]
Abstract
INTRODUCTION Essential tremor (ET) and Parkinson's disease (PD) are the most common causes of tremor and the most prevalent movement disorders, with overlapping clinical features that can lead to diagnostic challenges, especially in the early stages. AREAS COVERED In the present paper, the authors review the clinical and experimental studies and emphasized the major aspects to differentiate between ET and PD, with particular attention to cardinal phenomenological features of these two conditions. Ancillary and experimental techniques, including neurophysiology, neuroimaging, fluid biomarker evaluation, and innovative methods, are also discussed for their role in differential diagnosis between ET and PD. Special attention is given to investigations and tools applicable in the early stages of the diseases, when the differential diagnosis between the two conditions is more challenging. Furthermore, the authors discuss knowledge gaps and unsolved issues in the field. EXPERT OPINION Distinguishing ET and PD is crucial for prognostic purposes and appropriate treatment. Additionally, accurate diagnosis is critical for optimizing clinical and experimental research on pathophysiology and innovative therapies. In a few years, integrated technologies could enable accurate, reliable diagnosis from early disease stages or prodromal stages in at-risk populations, but further research combining different techniques is needed.
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Affiliation(s)
| | - Giulia Paparella
- IRCCS Neuromed, Pozzilli, (IS), Italy
- Department of Human Neurosciences, Sapienza University of Rome, Rome, Italy
| | - Matteo Bologna
- IRCCS Neuromed, Pozzilli, (IS), Italy
- Department of Human Neurosciences, Sapienza University of Rome, Rome, Italy
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