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Sekimitsu S, Shweikh Y, Shareef S, Zhao Y, Elze T, Segrè A, Wiggs J, Zebardast N. Association of retinal optical coherence tomography metrics and polygenic risk scores with cognitive function and future cognitive decline. Br J Ophthalmol 2024; 108:599-606. [PMID: 36990674 DOI: 10.1136/bjo-2022-322762] [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: 10/19/2022] [Accepted: 03/15/2023] [Indexed: 03/31/2023]
Abstract
PURPOSE To evaluate the potential of retinal optical coherence tomography (OCT) measurements and polygenic risk scores (PRS) to identify people at risk of cognitive impairment. METHODS Using OCT images from 50 342 UK Biobank participants, we examined associations between retinal layer thickness and genetic risk for neurodegenerative disease and combined these metrics with PRS to predict baseline cognitive function and future cognitive deterioration. Multivariate Cox proportional hazard models were used to predict cognitive performance. P values for retinal thickness analyses are false-discovery-rate-adjusted. RESULTS Higher Alzheimer's disease PRS was associated with a thicker inner nuclear layer (INL), chorio-scleral interface (CSI) and inner plexiform layer (IPL) (all p<0.05). Higher Parkinson's disease PRS was associated with thinner outer plexiform layer (p<0.001). Worse baseline cognitive performance was associated with thinner retinal nerve fibre layer (RNFL) (aOR=1.038, 95% CI (1.029 to 1.047), p<0.001) and photoreceptor (PR) segment (aOR=1.035, 95% CI (1.019 to 1.051), p<0.001), ganglion cell complex (aOR=1.007, 95% CI (1.002 to 1.013), p=0.004) and thicker ganglion cell layer (aOR=0.981, 95% CI (0.967 to 0.995), p=0.009), IPL (aOR=0.976, 95% CI (0.961 to 0.992), p=0.003), INL (aOR=0.923, 95% CI (0.905 to 0.941), p<0.001) and CSI (aOR=0.998, 95% CI (0.997 to 0.999), p<0.001). Worse future cognitive performance was associated with thicker IPL (aOR=0.945, 95% CI (0.915 to 0.999), p=0.045) and CSI (aOR=0.996, 95% CI (0.993 to 0.999) 95% CI, p=0.014). Prediction of cognitive decline was significantly improved with the addition of PRS and retinal measurements. CONCLUSIONS AND RELEVANCE Retinal OCT measurements are significantly associated with genetic risk of neurodegenerative disease and may serve as biomarkers predictive of future cognitive impairment.
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Affiliation(s)
| | - Yusrah Shweikh
- Department of Ophthalmology, Massachusetts Eye and Ear Infirmary, Boston, Massachusetts, USA
- Sussex Eye Hospital, University Hospitals Sussex NHS Foundation Trust, Sussex, UK
| | - Sarah Shareef
- Department of Ophthalmology, Massachusetts Eye and Ear Infirmary, Boston, Massachusetts, USA
| | - Yan Zhao
- Department of Ophthalmology, Massachusetts Eye and Ear Infirmary, Boston, Massachusetts, USA
- Broad Institute of Harvard and MIT, Cambridge, Massachusetts, USA
| | - Tobias Elze
- Schepens Eye Research Institute, Harvard Medical School, Boston, Massachusetts, USA
| | - Ayellet Segrè
- Department of Ophthalmology, Massachusetts Eye and Ear Infirmary, Boston, Massachusetts, USA
- Broad Institute of Harvard and MIT, Cambridge, Massachusetts, USA
| | - Janey Wiggs
- Department of Ophthalmology, Massachusetts Eye and Ear Infirmary, Boston, Massachusetts, USA
- Broad Institute of Harvard and MIT, Cambridge, Massachusetts, USA
| | - Nazlee Zebardast
- Department of Ophthalmology, Massachusetts Eye and Ear Infirmary, Boston, Massachusetts, USA
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2
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Santos-Ortega Á, Alba-Linero C, Urbinati F, Rocha-de-Lossada C, Orti R, Reyes-Bueno JA, Garzón-Maldonado FJ, Serrano V, de Rojas-Leal C, de la Cruz-Cosme C, España-Contreras M, Rodríguez-Calvo-de-Mora M, García-Casares N. Structural and Functional Retinal Changes in Patients with Mild Cognitive Impairment with and without Diabetes. J Clin Med 2023; 12:7035. [PMID: 38002648 PMCID: PMC10672424 DOI: 10.3390/jcm12227035] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/15/2023] [Revised: 11/01/2023] [Accepted: 11/07/2023] [Indexed: 11/26/2023] Open
Abstract
Our objective is to analyze retinal changes using optical coherence tomography angiography (OCT-A) in patients with mild cognitive impairment (MCI) to characterize structural and vascular alterations. This cross-sectional study involved 117 eyes: 39 eyes from patients with MCI plus diabetes (DM-MCI), 39 eyes from patients with MCI but no diabetes (MCI); and 39 healthy control eyes (C). All patients underwent a visual acuity measurement, a structural OCT, an OCT-A, and a neuropsychological examination. Our study showed a thinning of retinal nerve fiber layer thickness (RNFL) and a decrease in macular thickness when comparing the MCI-DM group to the C group (p = 0.008 and p = 0.016, respectively). In addition, an increase in arteriolar thickness (p = 0.016), a reduction in superficial capillary plexus density (p = 0.002), and a decrease in ganglion cell thickness (p = 0.027) were found when comparing the MCI-DM group with the MCI group. Diabetes may exacerbate retinal vascular changes when combined with mild cognitive impairment.
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Affiliation(s)
| | - Carmen Alba-Linero
- Department of Ophthalmology, Hospital Universitario Virgen de la Victoria, 29010 Malaga, Spain
- Department of Ophthalmology, Faculty of Medicine, University of Malaga, 29016 Malaga, Spain;
| | - Facundo Urbinati
- Department of Ophthalmology, Hospital Regional Universitario, 29011 Malaga, Spain; (F.U.); (C.R.-d.-L.); (M.E.-C.); (M.R.-C.-d.-M.)
| | - Carlos Rocha-de-Lossada
- Department of Ophthalmology, Hospital Regional Universitario, 29011 Malaga, Spain; (F.U.); (C.R.-d.-L.); (M.E.-C.); (M.R.-C.-d.-M.)
- Qvision, Opththalmology Department, VITHAS Almería Hospital, 04120 Almería, Spain
- Ophthalmology Department, VITHAS Málaga, 29016 Malaga, Spain
- Department of Surgery, Faculty of Medicine, Ophthalmology Area Doctor Fedriani, University of Sevilla, 41004 Sevilla, Spain
| | - Rafael Orti
- Department of Ophthalmology, Faculty of Medicine, University of Malaga, 29016 Malaga, Spain;
| | | | - Francisco Javier Garzón-Maldonado
- Department of Neurology, Hospital Virgen de la Victoria, 29010 Malaga, Spain; (F.J.G.-M.); (V.S.); (C.d.R.-L.); (C.d.l.C.-C.)
- Instituto de Investigación Biomédica de Málaga (IBIMA), 29010 Malaga, Spain;
| | - Vicente Serrano
- Department of Neurology, Hospital Virgen de la Victoria, 29010 Malaga, Spain; (F.J.G.-M.); (V.S.); (C.d.R.-L.); (C.d.l.C.-C.)
| | - Carmen de Rojas-Leal
- Department of Neurology, Hospital Virgen de la Victoria, 29010 Malaga, Spain; (F.J.G.-M.); (V.S.); (C.d.R.-L.); (C.d.l.C.-C.)
- Instituto de Investigación Biomédica de Málaga (IBIMA), 29010 Malaga, Spain;
| | - Carlos de la Cruz-Cosme
- Department of Neurology, Hospital Virgen de la Victoria, 29010 Malaga, Spain; (F.J.G.-M.); (V.S.); (C.d.R.-L.); (C.d.l.C.-C.)
- Instituto de Investigación Biomédica de Málaga (IBIMA), 29010 Malaga, Spain;
| | - Manuela España-Contreras
- Department of Ophthalmology, Hospital Regional Universitario, 29011 Malaga, Spain; (F.U.); (C.R.-d.-L.); (M.E.-C.); (M.R.-C.-d.-M.)
| | - Marina Rodríguez-Calvo-de-Mora
- Department of Ophthalmology, Hospital Regional Universitario, 29011 Malaga, Spain; (F.U.); (C.R.-d.-L.); (M.E.-C.); (M.R.-C.-d.-M.)
- Qvision, Opththalmology Department, VITHAS Almería Hospital, 04120 Almería, Spain
- Ophthalmology Department, VITHAS Málaga, 29016 Malaga, Spain
| | - Natalia García-Casares
- Instituto de Investigación Biomédica de Málaga (IBIMA), 29010 Malaga, Spain;
- Department of Medicine, Faculty of Medicine, University of Malaga, 29016 Malaga, Spain
- Centro de Investigaciones Médico-Sanitarias (CIMES), University of Malaga, 29016 Malaga, Spain
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García-Bermúdez MY, Vohra R, Freude K, van Wijngaarden P, Martin K, Thomsen MS, Aldana BI, Kolko M. Potential Retinal Biomarkers in Alzheimer's Disease. Int J Mol Sci 2023; 24:15834. [PMID: 37958816 PMCID: PMC10649108 DOI: 10.3390/ijms242115834] [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: 09/01/2023] [Revised: 10/18/2023] [Accepted: 10/25/2023] [Indexed: 11/15/2023] Open
Abstract
Alzheimer's disease (AD) represents a major diagnostic challenge, as early detection is crucial for effective intervention. This review examines the diagnostic challenges facing current AD evaluations and explores the emerging field of retinal alterations as early indicators. Recognizing the potential of the retina as a noninvasive window to the brain, we emphasize the importance of identifying retinal biomarkers in the early stages of AD. However, the examination of AD is not without its challenges, as the similarities shared with other retinal diseases introduce complexity in the search for AD-specific markers. In this review, we address the relevance of using the retina for the early diagnosis of AD and the complex challenges associated with the search for AD-specific retinal biomarkers. We provide a comprehensive overview of the current landscape and highlight avenues for progress in AD diagnosis by retinal examination.
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Affiliation(s)
| | - Rupali Vohra
- Eye Translational Research Unit, Department of Drug Design and Pharmacology, University of Copenhagen, 2100 Copenhagen, Denmark
- Department of Ophthalmology, Copenhagen University Hospital, Rigshospitalet, 2600 Glostrup, Denmark
| | - Kristine Freude
- Group of Stem Cell Models and Embryology, Department of Veterinary and Animal Sciences, University of Copenhagen, 1870 Frederiksberg, Denmark
| | - Peter van Wijngaarden
- Center for Eye Research Australia, Royal Victorian Eye and Ear Hospital, East Melbourne, VIC 3002, Australia
- Ophthalmology, Department of Surgery, University of Melbourne, Melbourne, VIC 3010, Australia
| | - Keith Martin
- Center for Eye Research Australia, Royal Victorian Eye and Ear Hospital, East Melbourne, VIC 3002, Australia
- Ophthalmology, Department of Surgery, University of Melbourne, Melbourne, VIC 3010, Australia
- Department of Clinical Neurosciences, University of Cambridge, Cambridge CB2 0QQ, UK
| | - Maj Schneider Thomsen
- Neurobiology Research and Drug Delivery, Department of Health, Science and Technology, Aalborg University, 9220 Aalborg, Denmark
| | - Blanca Irene Aldana
- Neurometabolism Research Group, Department of Drug Design and Pharmacology, University of Copenhagen, 2100 Copenhagen, Denmark
| | - Miriam Kolko
- Eye Translational Research Unit, Department of Drug Design and Pharmacology, University of Copenhagen, 2100 Copenhagen, Denmark
- Department of Ophthalmology, Copenhagen University Hospital, Rigshospitalet, 2600 Glostrup, Denmark
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4
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Sheriff S, Shen T, Saks D, Schultz A, Francis H, Wen W, Jiang J, Mirzaei M, Gupta V, Fiatarone Singh M, Sachdev PS, Graham SL, Gupta V. The Association of APOE ε4 Allele with Retinal Layer Thickness and Microvasculature in Older Adults: Optic Nerve Decline and Cognitive Change Study. J Clin Med 2023; 12:6219. [PMID: 37834863 PMCID: PMC10573915 DOI: 10.3390/jcm12196219] [Citation(s) in RCA: 1] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/07/2023] [Revised: 09/12/2023] [Accepted: 09/20/2023] [Indexed: 10/15/2023] Open
Abstract
PURPOSE To investigate the relationship between the apolipoprotein E (APOE) ε4 allele and retinal structural and vascular characteristics in older adult participants from several research studies. We also studied the relationship between these structural and vascular characteristics with multifocal visual evoked potential (mfVEP) indices, neuropsychological parameters and MRI brain volumes in these participants. METHODS In this study, 109 participants with a mean (SD) age of 67.1 (9.0) years were recruited. Participants were classified as APOE ε4 carriers or non-carriers based on the presence or absence of the ε4 allele. Baseline measurements included peripapillary retinal nerve fibre layer optical coherence tomography (RNFL OCT), and OCT-angiography (OCT-A) for evaluation of the retinal layer thickness and vessel density (VD) parameters. A multifocal visual evoked potential (mfVEP) test, including amplitude and latency, was used to assess the visual pathway function. Finally, cognitive function was evaluated using a battery of neuropsychological tests. OCT-A images were analysed in ImageJ to quantify VD in the superficial and deep vascular plexus and the size of the foveal avascular zone (FAZ). The relationship between carriers of APOE ε4 allele and these ocular parameters was analysed using generalised estimating equation (GEE) models and data adjusted for age, sex and inter-eye differences as within-subject variables (p < 0.05). RESULTS Twenty-four participants were APOE ε4 carriers. Temporal RNFL thickness was decreased in APOE ε4 carriers (p < 0.01). Vessel density between carriers and non-carriers was not significantly different at either the superficial or deep level. The FAZ area was significantly smaller in ε4 carriers in both superficial (p < 0.01) and deep layers (p < 0.003). CONCLUSIONS Retinal abnormalities were present in participants with increased genetic risk of dementia due to presence of the ε4 allele. These findings provide preliminary evidence for their potential role in the diagnosis of dementia.
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Affiliation(s)
- Samran Sheriff
- Macquarie Medical School, Macquarie University, Sydney, NSW 2109, Australia
| | - Ting Shen
- Department of Ophthalmology, Shanghai General Hospital (Shanghai First People’s Hospital), School of Medicine, Shanghai Jiao Tong University, Shanghai 200240, China;
| | - Danit Saks
- Macquarie Medical School, Macquarie University, Sydney, NSW 2109, Australia
| | - Angela Schultz
- Macquarie Medical School, Macquarie University, Sydney, NSW 2109, Australia
| | - Heather Francis
- School of Psychological Sciences, Macquarie University, Sydney, NSW 2019, Australia
- Neurology Department, Royal North Shore Hospital, Sydney, NSW 2065, Australia
| | - Wei Wen
- Centre for Healthy Brain Ageing, University of New South Wales, Sydney, NSW 2052, Australia
- Neuropsychiatric Institute, Prince of Wales Hospital, Sydney, NSW 2031, Australia
| | - Jiyang Jiang
- Centre for Healthy Brain Ageing, University of New South Wales, Sydney, NSW 2052, Australia
- Neuropsychiatric Institute, Prince of Wales Hospital, Sydney, NSW 2031, Australia
| | - Mehdi Mirzaei
- Macquarie Medical School, Macquarie University, Sydney, NSW 2109, Australia
| | - Veer Gupta
- School of Medicine, Deakin University, Melbourne, VIC 3125, Australia
| | - Maria Fiatarone Singh
- Sydney Medical School, Faculty of Medicine and Health, The University of Sydney, Sydney, NSW 2050, Australia
- Hinda and Arthur Marcus Institute for Aging Research, Hebrew SeniorLife, Boston, MA 02131, USA
| | - Perminder S. Sachdev
- Centre for Healthy Brain Ageing, University of New South Wales, Sydney, NSW 2052, Australia
- Neuropsychiatric Institute, Prince of Wales Hospital, Sydney, NSW 2031, Australia
| | - Stuart L. Graham
- Macquarie Medical School, Macquarie University, Sydney, NSW 2109, Australia
| | - Vivek Gupta
- Macquarie Medical School, Macquarie University, Sydney, NSW 2109, Australia
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5
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López-Cuenca I, Sánchez-Puebla L, Salobrar-García E, Álvarez-Gutierrez M, Elvira-Hurtado L, Barabash A, Ramírez-Toraño F, Fernández-Albarral JA, Matamoros JA, Nebreda A, García-Colomo A, Ramírez AI, Salazar JJ, Gil P, Maestú F, Ramírez JM, de Hoz R. Exploratory Longitudinal Study of Ocular Structural and Visual Functional Changes in Subjects at High Genetic Risk of Developing Alzheimer's Disease. Biomedicines 2023; 11:2024. [PMID: 37509663 PMCID: PMC10377092 DOI: 10.3390/biomedicines11072024] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/19/2023] [Revised: 07/06/2023] [Accepted: 07/12/2023] [Indexed: 07/30/2023] Open
Abstract
This study aimed to analyze the evolution of visual changes in cognitively healthy individuals at risk for Alzheimer's disease (AD). Participants with a first-degree family history of AD (FH+) and carrying the Ε4+ allele for the ApoE gene (ApoE ε4+) underwent retinal thickness analysis using optical coherence tomography (OCT) and visual function assessments, including visual acuity (VA), contrast sensitivity (CS), color perception, perception digital tests, and visual field analysis. Structural analysis divided participants into FH+ ApoE ε4+ and FH- ApoE ε4- groups, while functional analysis further categorized them by age (40-60 years and over 60 years). Over the 27-month follow-up, the FH+ ApoE ε4+ group exhibited thickness changes in all inner retinal layers. Comparing this group to the FH- ApoE ε4- group at 27 months revealed progressing changes in the inner nuclear layer. In the FH+ ApoE ε4+ 40-60 years group, no progression of visual function changes was observed, but an increase in VA and CS was maintained at 3 and 12 cycles per degree, respectively, compared to the group without AD risk at 27 months. In conclusion, cognitively healthy individuals at risk for AD demonstrated progressive retinal structural changes over the 27-month follow-up, while functional changes remained stable.
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Affiliation(s)
- Inés López-Cuenca
- Ramon Castroviejo Institute for Ophthalmic Research, Complutense University of Madrid, 28040 Madrid, Spain; (I.L.-C.); (L.S.-P.); (E.S.-G.); (M.Á.-G.); (L.E.-H.); (J.A.F.-A.); (J.A.M.); (A.I.R.); (J.J.S.)
- Health Research Institute of the Hospital Clínico San Carlos (IdISSC), 28040 Madrid, Spain; (A.B.); (P.G.); (F.M.)
- Department of Immunology, Ophthalmology and ENT, Faculty of Optics and Optometry, Complutense University of Madrid, 28037 Madrid, Spain
| | - Lidia Sánchez-Puebla
- Ramon Castroviejo Institute for Ophthalmic Research, Complutense University of Madrid, 28040 Madrid, Spain; (I.L.-C.); (L.S.-P.); (E.S.-G.); (M.Á.-G.); (L.E.-H.); (J.A.F.-A.); (J.A.M.); (A.I.R.); (J.J.S.)
- Health Research Institute of the Hospital Clínico San Carlos (IdISSC), 28040 Madrid, Spain; (A.B.); (P.G.); (F.M.)
| | - Elena Salobrar-García
- Ramon Castroviejo Institute for Ophthalmic Research, Complutense University of Madrid, 28040 Madrid, Spain; (I.L.-C.); (L.S.-P.); (E.S.-G.); (M.Á.-G.); (L.E.-H.); (J.A.F.-A.); (J.A.M.); (A.I.R.); (J.J.S.)
- Health Research Institute of the Hospital Clínico San Carlos (IdISSC), 28040 Madrid, Spain; (A.B.); (P.G.); (F.M.)
- Department of Immunology, Ophthalmology and ENT, Faculty of Optics and Optometry, Complutense University of Madrid, 28037 Madrid, Spain
| | - María Álvarez-Gutierrez
- Ramon Castroviejo Institute for Ophthalmic Research, Complutense University of Madrid, 28040 Madrid, Spain; (I.L.-C.); (L.S.-P.); (E.S.-G.); (M.Á.-G.); (L.E.-H.); (J.A.F.-A.); (J.A.M.); (A.I.R.); (J.J.S.)
| | - Lorena Elvira-Hurtado
- Ramon Castroviejo Institute for Ophthalmic Research, Complutense University of Madrid, 28040 Madrid, Spain; (I.L.-C.); (L.S.-P.); (E.S.-G.); (M.Á.-G.); (L.E.-H.); (J.A.F.-A.); (J.A.M.); (A.I.R.); (J.J.S.)
| | - Ana Barabash
- Health Research Institute of the Hospital Clínico San Carlos (IdISSC), 28040 Madrid, Spain; (A.B.); (P.G.); (F.M.)
- Endocrinology and Nutrition Department, Hospital Clínico Universitario San Carlos, 28040 Madrid, Spain
- Centre for Biomedical Research Network on Diabetes and Associated Metabolic Diseases (CIBERMED), 28029 Madrid, Spain
- Department of Medicine II, School of Medicine, Complutense University of Madrid, 28040 Madrid, Spain
| | - Federico Ramírez-Toraño
- Center for Cognitive and Computational Neuroscience Laboratory of Cognitive and Computational Neurscience, Complutense University of Madrid, 28223 Pozuelo de Alarcón, Spain; (F.R.-T.); (A.N.); (A.G.-C.)
- Department of Experimental Psychology, Cognitive Psychology and Speech & Language Therapy, Complutense University of Madrid, 28223 Pozuelo de Alarcón, Spain
| | - José A. Fernández-Albarral
- Ramon Castroviejo Institute for Ophthalmic Research, Complutense University of Madrid, 28040 Madrid, Spain; (I.L.-C.); (L.S.-P.); (E.S.-G.); (M.Á.-G.); (L.E.-H.); (J.A.F.-A.); (J.A.M.); (A.I.R.); (J.J.S.)
- Health Research Institute of the Hospital Clínico San Carlos (IdISSC), 28040 Madrid, Spain; (A.B.); (P.G.); (F.M.)
| | - José A. Matamoros
- Ramon Castroviejo Institute for Ophthalmic Research, Complutense University of Madrid, 28040 Madrid, Spain; (I.L.-C.); (L.S.-P.); (E.S.-G.); (M.Á.-G.); (L.E.-H.); (J.A.F.-A.); (J.A.M.); (A.I.R.); (J.J.S.)
| | - Alberto Nebreda
- Center for Cognitive and Computational Neuroscience Laboratory of Cognitive and Computational Neurscience, Complutense University of Madrid, 28223 Pozuelo de Alarcón, Spain; (F.R.-T.); (A.N.); (A.G.-C.)
- Department of Experimental Psychology, Cognitive Psychology and Speech & Language Therapy, Complutense University of Madrid, 28223 Pozuelo de Alarcón, Spain
| | - Alejandra García-Colomo
- Center for Cognitive and Computational Neuroscience Laboratory of Cognitive and Computational Neurscience, Complutense University of Madrid, 28223 Pozuelo de Alarcón, Spain; (F.R.-T.); (A.N.); (A.G.-C.)
- Department of Experimental Psychology, Cognitive Psychology and Speech & Language Therapy, Complutense University of Madrid, 28223 Pozuelo de Alarcón, Spain
| | - Ana I. Ramírez
- Ramon Castroviejo Institute for Ophthalmic Research, Complutense University of Madrid, 28040 Madrid, Spain; (I.L.-C.); (L.S.-P.); (E.S.-G.); (M.Á.-G.); (L.E.-H.); (J.A.F.-A.); (J.A.M.); (A.I.R.); (J.J.S.)
- Health Research Institute of the Hospital Clínico San Carlos (IdISSC), 28040 Madrid, Spain; (A.B.); (P.G.); (F.M.)
- Department of Immunology, Ophthalmology and ENT, Faculty of Optics and Optometry, Complutense University of Madrid, 28037 Madrid, Spain
| | - Juan J. Salazar
- Ramon Castroviejo Institute for Ophthalmic Research, Complutense University of Madrid, 28040 Madrid, Spain; (I.L.-C.); (L.S.-P.); (E.S.-G.); (M.Á.-G.); (L.E.-H.); (J.A.F.-A.); (J.A.M.); (A.I.R.); (J.J.S.)
- Health Research Institute of the Hospital Clínico San Carlos (IdISSC), 28040 Madrid, Spain; (A.B.); (P.G.); (F.M.)
- Department of Immunology, Ophthalmology and ENT, Faculty of Optics and Optometry, Complutense University of Madrid, 28037 Madrid, Spain
| | - Pedro Gil
- Health Research Institute of the Hospital Clínico San Carlos (IdISSC), 28040 Madrid, Spain; (A.B.); (P.G.); (F.M.)
- Memory Unit, Geriatrics Service, Hospital Clínico San Carlos, 28040 Madrid, Spain
- Department of Medicine, School of Medicine, Complutense University of Madrid, 28040 Madrid, Spain
| | - Fernando Maestú
- Health Research Institute of the Hospital Clínico San Carlos (IdISSC), 28040 Madrid, Spain; (A.B.); (P.G.); (F.M.)
- Center for Cognitive and Computational Neuroscience Laboratory of Cognitive and Computational Neurscience, Complutense University of Madrid, 28223 Pozuelo de Alarcón, Spain; (F.R.-T.); (A.N.); (A.G.-C.)
- Department of Experimental Psychology, Cognitive Psychology and Speech & Language Therapy, Complutense University of Madrid, 28223 Pozuelo de Alarcón, Spain
- Biomedical Research Networking Center in Bioengineering, Biomaterials and Nanomedicine, 28029 Madrid, Spain
| | - José M. Ramírez
- Ramon Castroviejo Institute for Ophthalmic Research, Complutense University of Madrid, 28040 Madrid, Spain; (I.L.-C.); (L.S.-P.); (E.S.-G.); (M.Á.-G.); (L.E.-H.); (J.A.F.-A.); (J.A.M.); (A.I.R.); (J.J.S.)
- Health Research Institute of the Hospital Clínico San Carlos (IdISSC), 28040 Madrid, Spain; (A.B.); (P.G.); (F.M.)
- Department of Immunology, Ophthalmology and ENT, Faculty of Medicine, Complutense University of Madrid, 28040 Madrid, Spain
| | - Rosa de Hoz
- Ramon Castroviejo Institute for Ophthalmic Research, Complutense University of Madrid, 28040 Madrid, Spain; (I.L.-C.); (L.S.-P.); (E.S.-G.); (M.Á.-G.); (L.E.-H.); (J.A.F.-A.); (J.A.M.); (A.I.R.); (J.J.S.)
- Health Research Institute of the Hospital Clínico San Carlos (IdISSC), 28040 Madrid, Spain; (A.B.); (P.G.); (F.M.)
- Department of Immunology, Ophthalmology and ENT, Faculty of Optics and Optometry, Complutense University of Madrid, 28037 Madrid, Spain
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6
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Badian RA. Schematic sectioning approaches for corneal and retinal surfaces used in ophthalmology and vision-related clinical practice and research. Exp Eye Res 2023; 230:109442. [PMID: 36940902 DOI: 10.1016/j.exer.2023.109442] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/01/2022] [Revised: 03/01/2023] [Accepted: 03/16/2023] [Indexed: 03/22/2023]
Abstract
Schematically, the corneal surface area and other similar surfaces such as the retinal surface and the visual field area have been represented by a circle. While there are different types of schematic sectioning patterns in use, not all patterns are recognized or referred to with their respective appropriate terminology. In scientific communications, as well as in clinical practice, when dealing with corneal or retinal surfaces, it is imperative to have the ability to refer to specific areas with an as high degree of accuracy as possible. The necessity arises in many situations, either when performing tests such as corneal surface staining, corneal sensitivity test, scanning the corneal surface, reporting of the findings related to any specific corneal surface area, or using a sectioning pattern for parts of the retinal surface when locating retinal lesions, or when referring to loci with changes in the visual field. Applying the appropriate geometric terms when any pattern is used for sectioning of surfaces such as cornea or retina, for precise localization and description of the findings or changes with a high degree of accuracy using the correct terminology is a sine qua non. Hence, the idea for this work is to gain an overview of the sectioning methods that are available and in use as methodological guidance in different sectioning patterns related to the corneal, retinal, and visual field.
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Affiliation(s)
- Reza A Badian
- Department of Medical Biochemistry, Oslo University Hospital, Oslo, Norway.
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7
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Hussain A, Sheikh Z, Subramanian M. The Eye as a Diagnostic Tool for Alzheimer’s Disease. Life (Basel) 2023; 13:life13030726. [PMID: 36983883 PMCID: PMC10052959 DOI: 10.3390/life13030726] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/29/2023] [Revised: 02/23/2023] [Accepted: 03/04/2023] [Indexed: 03/10/2023] Open
Abstract
Alzheimer’s disease (AD) is a progressive neurodegenerative disorder impacting cognition, function, and behavior in the elderly population. While there are currently no disease-modifying agents capable of curing AD, early diagnosis and management in the preclinical stage can significantly improve patient morbidity and life expectancy. Currently, the diagnosis of Alzheimer’s disease is a clinical one, often supplemented by invasive and expensive biomarker testing. Over the last decade, significant advancements have been made in our understanding of AD and the role of ocular tissue as a potential biomarker. Ocular biomarkers hold the potential to provide noninvasive and easily accessible diagnostic and monitoring capabilities. This review summarizes current research for detecting biomarkers of Alzheimer’s disease in ocular tissue.
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Optical Coherence Tomography: Retinal Imaging Contributes to the Understanding of Brain Pathology in Classical Galactosemia. J Clin Med 2023; 12:jcm12052030. [PMID: 36902816 PMCID: PMC10004555 DOI: 10.3390/jcm12052030] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/24/2023] [Revised: 02/23/2023] [Accepted: 03/01/2023] [Indexed: 03/08/2023] Open
Abstract
It remains unresolved whether central nervous system involvement in treated classical galactosemia (CG) is a progressive neurodegenerative process. This study aimed to investigate retinal neuroaxonal degeneration in CG as a surrogate of brain pathology. Global peripapillary retinal nerve fibre layer (GpRNFL) and combined ganglion cell and inner plexiform layer (GCIPL) were analysed in 11 CG patients and 60 controls (HC) using spectral-domain optical coherence tomography. Visual acuity (VA) and low-contrast VA (LCVA) were acquired to test visual function. GpRNFL and GCIPL did not differ between CG and HC (p > 0.05). However, in CG, there was an effect of intellectual outcome on GCIPL (p = 0.036), and GpRNFL and GCIPL correlated with neurological rating scale scores (p < 0.05). A single-case follow-up analysis showed GpRNFL (0.53-0.83%) and GCIPL (0.52-0.85%) annual decrease beyond the normal aging effect. VA and LCVA were reduced in CG with intellectual disability (p = 0.009/0.006), likely due to impaired visual perception. These findings support that CG is not a neurodegenerative disease, but that brain damage is more likely to occur early in brain development. To clarify a minor neurodegenerative component in the brain pathology of CG, we propose multicenter cross-sectional and longitudinal studies using retinal imaging.
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Salazar JJ, Satriano A, Matamoros JA, Fernández-Albarral JA, Salobrar-García E, López-Cuenca I, de Hoz R, Sánchez-Puebla L, Ramírez JM, Alonso C, Satta V, Hernández-Fisac I, Sagredo O, Ramírez AI. Retinal Tissue Shows Glial Changes in a Dravet Syndrome Knock-in Mouse Model. Int J Mol Sci 2023; 24:ijms24032727. [PMID: 36769051 PMCID: PMC9916888 DOI: 10.3390/ijms24032727] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/19/2022] [Revised: 01/26/2023] [Accepted: 01/29/2023] [Indexed: 02/04/2023] Open
Abstract
Dravet syndrome (DS) is an epileptic encephalopathy caused by mutations in the Scn1a gene encoding the α1 subunit of the Nav1.1 sodium channel, which is associated with recurrent and generalized seizures, even leading to death. In experimental models of DS, histological alterations have been found in the brain; however, the retina is a projection of the brain and there are no studies that analyze the possible histological changes that may occur in the disease. This study analyzes the retinal histological changes in glial cells (microglia and astrocytes), retinal ganglion cells (RGCs) and GABAergic amacrine cells in an experimental model of DS (Syn-Cre/Scn1aWT/A1783V) compared to a control group at postnatal day (PND) 25. Retinal whole-mounts were labeled with anti-GFAP, anti-Iba-1, anti-Brn3a and anti-GAD65/67. Signs of microglial and astroglial activation, and the number of Brn3a+ and GAD65+67+ cells were quantified. We found retinal activation of astroglial and microglial cells but not death of RGCs and GABAergic amacrine cells. These changes are similar to those found at the level of the hippocampus in the same experimental model in PND25, indicating a relationship between brain and retinal changes in DS. This suggests that the retina could serve as a possible biomarker in DS.
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Affiliation(s)
- Juan J. Salazar
- Instituto de Investigaciones Oftalmológicas Ramón Castroviejo, Grupo UCM 920105, IdISSC, Universidad Complutense de Madrid, 28040 Madrid, Spain
- Facultad de Óptica y Optometría, Departamento de Inmunología, Oftalmología y ORL, Universidad Complutense de Madrid, 28037 Madrid, Spain
| | - Andrea Satriano
- Preclinical and Translational Pharmacology, Department of Pharmacy, Health and Nutritional Sciences, University of Calabria, 87036 Rende, Italy
| | - José A. Matamoros
- Instituto de Investigaciones Oftalmológicas Ramón Castroviejo, Grupo UCM 920105, IdISSC, Universidad Complutense de Madrid, 28040 Madrid, Spain
- Facultad de Óptica y Optometría, Departamento de Inmunología, Oftalmología y ORL, Universidad Complutense de Madrid, 28037 Madrid, Spain
| | - José A. Fernández-Albarral
- Instituto de Investigaciones Oftalmológicas Ramón Castroviejo, Grupo UCM 920105, IdISSC, Universidad Complutense de Madrid, 28040 Madrid, Spain
| | - Elena Salobrar-García
- Instituto de Investigaciones Oftalmológicas Ramón Castroviejo, Grupo UCM 920105, IdISSC, Universidad Complutense de Madrid, 28040 Madrid, Spain
- Facultad de Óptica y Optometría, Departamento de Inmunología, Oftalmología y ORL, Universidad Complutense de Madrid, 28037 Madrid, Spain
| | - Inés López-Cuenca
- Instituto de Investigaciones Oftalmológicas Ramón Castroviejo, Grupo UCM 920105, IdISSC, Universidad Complutense de Madrid, 28040 Madrid, Spain
- Facultad de Óptica y Optometría, Departamento de Inmunología, Oftalmología y ORL, Universidad Complutense de Madrid, 28037 Madrid, Spain
| | - Rosa de Hoz
- Instituto de Investigaciones Oftalmológicas Ramón Castroviejo, Grupo UCM 920105, IdISSC, Universidad Complutense de Madrid, 28040 Madrid, Spain
- Facultad de Óptica y Optometría, Departamento de Inmunología, Oftalmología y ORL, Universidad Complutense de Madrid, 28037 Madrid, Spain
| | - Lidia Sánchez-Puebla
- Instituto de Investigaciones Oftalmológicas Ramón Castroviejo, Grupo UCM 920105, IdISSC, Universidad Complutense de Madrid, 28040 Madrid, Spain
| | - José M. Ramírez
- Instituto de Investigaciones Oftalmológicas Ramón Castroviejo, Grupo UCM 920105, IdISSC, Universidad Complutense de Madrid, 28040 Madrid, Spain
- Facultad de Medicina, Departamento de Inmunología, Oftalmología y ORL, Universidad Complutense de Madrid, 28040 Madrid, Spain
| | - Cristina Alonso
- Centro de Investigación Biomédica en Red en Enfermedades Neurodegenerativas (CIBERNED), Instituto de Salud Carlos III, 28031 Madrid, Spain
- Instituto Universitario de Investigación en Neuroquímica, Departamento de Bioquímica y Biología Molecular, Facultad de Medicina, Universidad Complutense, 28040 Madrid, Spain
- Instituto Ramón y Cajal de Investigación Sanitaria (IRYCIS), 28034 Madrid, Spain
| | - Valentina Satta
- Centro de Investigación Biomédica en Red en Enfermedades Neurodegenerativas (CIBERNED), Instituto de Salud Carlos III, 28031 Madrid, Spain
- Instituto Universitario de Investigación en Neuroquímica, Departamento de Bioquímica y Biología Molecular, Facultad de Medicina, Universidad Complutense, 28040 Madrid, Spain
- Instituto Ramón y Cajal de Investigación Sanitaria (IRYCIS), 28034 Madrid, Spain
| | - Inés Hernández-Fisac
- Centro de Investigación Biomédica en Red en Enfermedades Neurodegenerativas (CIBERNED), Instituto de Salud Carlos III, 28031 Madrid, Spain
| | - Onintza Sagredo
- Centro de Investigación Biomédica en Red en Enfermedades Neurodegenerativas (CIBERNED), Instituto de Salud Carlos III, 28031 Madrid, Spain
- Instituto Universitario de Investigación en Neuroquímica, Departamento de Bioquímica y Biología Molecular, Facultad de Medicina, Universidad Complutense, 28040 Madrid, Spain
- Instituto Ramón y Cajal de Investigación Sanitaria (IRYCIS), 28034 Madrid, Spain
- Correspondence: (O.S.); (A.I.R.)
| | - Ana I. Ramírez
- Instituto de Investigaciones Oftalmológicas Ramón Castroviejo, Grupo UCM 920105, IdISSC, Universidad Complutense de Madrid, 28040 Madrid, Spain
- Facultad de Óptica y Optometría, Departamento de Inmunología, Oftalmología y ORL, Universidad Complutense de Madrid, 28037 Madrid, Spain
- Correspondence: (O.S.); (A.I.R.)
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Early visual alterations in individuals at-risk of Alzheimer's disease: a multidisciplinary approach. Alzheimers Res Ther 2023; 15:19. [PMID: 36694201 PMCID: PMC9872347 DOI: 10.1186/s13195-023-01166-0] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/08/2022] [Accepted: 01/08/2023] [Indexed: 01/26/2023]
Abstract
BACKGROUND The earliest pathological features of Alzheimer's disease (AD) appear decades before the clinical symptoms. The pathology affects the brain and the eye, leading to retinal structural changes and functional visual alterations. Healthy individuals at high risk of developing AD present alterations in these ophthalmological measures, as well as in resting-state electrophysiological activity. However, it is unknown whether the ophthalmological alterations are related to the visual-related electrophysiological activity. Elucidating this relationship is paramount to understand the mechanisms underlying the early deterioration of the system and an important step in assessing the suitability of these measures as early biomarkers of disease. METHODS In total, 144 healthy subjects: 105 with family history of AD and 39 without, underwent ophthalmologic analysis, magnetoencephalography recording, and genotyping. A subdivision was made to compare groups with less demographic and more risk differences: 28 high-risk subjects (relatives/APOEɛ4 +) and 16 low-risk (non-relatives/APOEɛ4 -). Differences in visual acuity, contrast sensitivity, and macular thickness were evaluated. Correlations between each variable and visual-related electrophysiological measures (M100 latency and time-frequency power) were calculated for each group. RESULTS High-risk groups showed increased visual acuity. Visual acuity was also related to a lower M100 latency and a greater power time-frequency cluster in the high-risk group. Low-risk groups did not show this relationship. High-risk groups presented trends towards a greater contrast sensitivity that did not remain significant after correction for multiple comparisons. The highest-risk group showed trends towards the thinning of the inner plexiform and inner nuclear layers that did not remain significant after correction. The correlation between contrast sensitivity and macular thickness, and the electrophysiological measures were not significant after correction. The difference between the high- and low- risk groups correlations was no significant. CONCLUSIONS To our knowledge, this paper is the first of its kind, assessing the relationship between ophthalmological and electrophysiological measures in healthy subjects at distinct levels of risk of AD. The results are novel and unexpected, showing an increase in visual acuity among high-risk subjects, who also exhibit a relationship between this measure and visual-related electrophysiological activity. These results have not been previously explored and could constitute a useful object of research as biomarkers for early detection and the evaluation of potential interventions' effectiveness.
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Mozdbar S, Petersen M, Zhang F, Johnson L, Tolman A, Nyalakonda R, Gutierrez A, O’Bryant S. Application of Structural Retinal Biomarkers to Detect Cognitive Impairment in a Primary Care Setting. J Alzheimers Dis Rep 2022; 6:749-755. [PMID: 36721487 PMCID: PMC9837730 DOI: 10.3233/adr-220070] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/04/2022] [Accepted: 11/11/2022] [Indexed: 12/14/2022] Open
Abstract
Background Despite the diagnostic accuracy of advanced neurodiagnostic procedures, the detection of Alzheimer's disease (AD) remains poor in primary care. There is an urgent need for screening tools to aid in the detection of early AD. Objective This study examines the predictive ability of structural retinal biomarkers in detecting cognitive impairment in a primary care setting. Methods Participants were recruited from Alzheimer's Disease in Primary Care (ADPC) study. As part of the ADPC Retinal Biomarker Study (ADPC RBS), visual acuity, an ocular history questionnaire, eye pressure, optical coherence tomography (OCT) imaging, and fundus imaging was performed. Results Data were examined on n = 91 participants. The top biomarkers for predicting cognitive impairment included the inferior quadrant of the outer retinal layers, all four quadrants of the peripapillary retinal nerve fiber layer, and the inferior quadrant of the macular retinal nerve fiber layer. Conclusion The current data provides strong support for continued investigation into structural retinal biomarkers, particularly the retinal nerve fiber layer, as screening tools for AD.
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Affiliation(s)
- Sima Mozdbar
- University of North Texas Health Science Center, Department of Pharmacology & Neuroscience, Fort Worth, TX, USA,University of North Texas Health Science Center, North Texas Eye Research Institute, Fort Worth, TX, USA,Anne Burnett Marion School of Medicine at Texas Christian University, Fort Worth, TX, USA,Correspondence to: Sima Mozdbar, OD, MPH, FAAO, 3500 Camp Bowie Blvd, Fort Worth, TX 76107, USA. Tel.: +1 817 735 2197; Fax: +1 817 735 7983; E-mail:
| | - Melissa Petersen
- University of North Texas Health Science Center, Texas College of Osteopathic Medicine, Fort Worth, TX, USA,University of North Texas Health Science Center, Institute for Translational Research, Fort Worth, TX, USA
| | - Fan Zhang
- University of North Texas Health Science Center, Texas College of Osteopathic Medicine, Fort Worth, TX, USA,University of North Texas Health Science Center, Institute for Translational Research, Fort Worth, TX, USA
| | - Leigh Johnson
- University of North Texas Health Science Center, Department of Pharmacology & Neuroscience, Fort Worth, TX, USA,University of North Texas Health Science Center, Institute for Translational Research, Fort Worth, TX, USA
| | - Alex Tolman
- Anne Burnett Marion School of Medicine at Texas Christian University, Fort Worth, TX, USA
| | - Ramyashree Nyalakonda
- University of North Texas Health Science Center, Texas College of Osteopathic Medicine, Fort Worth, TX, USA
| | - Alejandra Gutierrez
- Anne Burnett Marion School of Medicine at Texas Christian University, Fort Worth, TX, USA
| | - Sid O’Bryant
- University of North Texas Health Science Center, Texas College of Osteopathic Medicine, Fort Worth, TX, USA,University of North Texas Health Science Center, Institute for Translational Research, Fort Worth, TX, USA
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12
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López-Cuenca I, Marcos-Dolado A, Yus-Fuertes M, Salobrar-García E, Elvira-Hurtado L, Fernández-Albarral JA, Salazar JJ, Ramírez AI, Sánchez-Puebla L, Fuentes-Ferrer ME, Barabash A, Ramírez-Toraño F, Gil-Martínez L, Arrazola-García J, Gil P, de Hoz R, Ramírez JM. The relationship between retinal layers and brain areas in asymptomatic first-degree relatives of sporadic forms of Alzheimer’s disease: an exploratory analysis. Alzheimers Res Ther 2022; 14:79. [PMID: 35659054 PMCID: PMC9166601 DOI: 10.1186/s13195-022-01008-5] [Citation(s) in RCA: 11] [Impact Index Per Article: 5.5] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/08/2021] [Accepted: 04/20/2022] [Indexed: 11/30/2022]
Abstract
Background Two main genetic risks for sporadic Alzheimer’s disease (AD) are a family history and ɛ4 allele of apolipoprotein E. The brain and retina are part of the central nervous system and share pathophysiological mechanisms in AD. Methods We performed a cross-sectional study with 30 participants without a family history of sporadic AD (FH−) and noncarriers of ApoE ɛ4 (ApoE ɛ4−) as a control group and 34 participants with a family history of sporadic AD (FH+) and carriers of at least one ɛ4 allele (ApoE ɛ4+). We analyzed the correlations between macular volumes of retinal layers and thickness of the peripapillary retinal nerve fiber layer (pRNFL) measured by optical coherence tomography (OCT) with the brain area parameters measured by magnetic resonance imaging (MRI) in participants at high genetic risk of developing AD (FH+ ApoE ɛ4+). Results We observed a significant volume reduction in the FH+ ApoE ɛ4+ group compared with the control group in some macular areas of (i) macular RNFL (mRNFL), (ii) inner plexiform layer (IPL), (iii) inner nuclear layer (INL), and (iv) outer plexiform layer (OPL). Furthermore, in the FH+ ApoE ɛ4+ group, the retinal sectors that showed statistically significant volume decrease correlated with brain areas that are affected in the early stages of AD. In the same group, the peripapillary retinal nerve fiber layer (pRNFL) did not show statistically significant changes in thickness compared with the control group. However, correlations of these sectors with the brain areas involved in this disease were also found. Conclusions In cognitively healthy participants at high genetic risk of developing sporadic forms of AD, there are significant correlations between retinal changes and brain areas closely related to AD such as the entorhinal cortex, the lingual gyrus, and the hippocampus. Supplementary Information The online version contains supplementary material available at 10.1186/s13195-022-01008-5.
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Lv X, Teng Z, Jia Z, Dong Y, Xu J, Lv P. Retinal thickness changes in different subfields reflect the volume change of cerebral white matter hyperintensity. Front Neurol 2022; 13:1014359. [PMID: 36324380 PMCID: PMC9618613 DOI: 10.3389/fneur.2022.1014359] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/08/2022] [Accepted: 09/26/2022] [Indexed: 11/13/2022] Open
Abstract
Purpose To investigate the relationship between the retinal thickness in different subfields and the volume of white matter hyperintensity (WMH), with the hope to provide new evidence for the potential association between the retina and the brain. Methods A total of 185 participants aged over 40 years were included in our study. Magnetic resonance imaging (MRI) was used to image the WMH, and WMH volume was quantitatively measured by a specific toolbox. The thickness of the total retina, the retinal nerve fiber layer (RNFL), and the ganglion cell and inner plexiform layer (GCIP) was measured by optical coherence tomography (OCT) in nine subfields. The association between retinal thickness and WMH volume was demonstrated using binary logistic regression and Pearson correlation analysis. Results Participants were divided into two groups by the WMH volume (‰, standardized WMH volume) median. In the quartile-stratified binary logistic regression analysis, we found that the risk of higher WMH volume showed a positive linear trend correlation with the thickness of total retina (95% CI: 0.848 to 7.034; P for trend = 0.044)/ GCIP (95% CI: 1.263 to 10.549; P for trend = 0.038) at the central fovea, and a negative linear trend correlation with the thickness of nasal inner RNFL (95% CI: 0.086 to 0.787; P for trend = 0.012), nasal outer RNFL (95% CI: 0.058 to 0.561; P for trend = 0.004), and inferior outer RNFL (95% CI: 0.081 to 0.667; P for trend = 0.004), after adjusting for possible confounders. Correlation analysis results showed that WMH volume had a significant negative correlation with superior outer RNFL thickness (r = −0.171, P = 0.02) and nasal outer RNFL thickness (r = −0.208, P = 0.004). Conclusion It is suggested that central fovea and outer retina thickness are respectively associated with WMH volume. OCT may be a biological marker for early detection and longitudinal monitoring of WMH.
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Affiliation(s)
- Xiaohan Lv
- Department of Neurology, Hebei Medical University, Shijiazhuang, China
- Department of Neurology, Hebei General Hospital, Shijiazhuang, China
- Department of Neurology, Hebei Provincial Key Laboratory of Cerebral Networks and Cognitive Disorders, Shijiazhuang, China
| | - Zhenjie Teng
- Department of Neurology, Hebei Medical University, Shijiazhuang, China
- Department of Neurology, Hebei General Hospital, Shijiazhuang, China
- Department of Neurology, Hebei Provincial Key Laboratory of Cerebral Networks and Cognitive Disorders, Shijiazhuang, China
| | - Zhiyang Jia
- Department of Ophthalmology, Hebei General Hospital, Shijiazhuang, China
| | - Yanhong Dong
- Department of Neurology, Hebei General Hospital, Shijiazhuang, China
| | - Jing Xu
- Department of Neurology, Hebei General Hospital, Shijiazhuang, China
| | - Peiyuan Lv
- Department of Neurology, Hebei Medical University, Shijiazhuang, China
- Department of Neurology, Hebei General Hospital, Shijiazhuang, China
- Department of Neurology, Hebei Provincial Key Laboratory of Cerebral Networks and Cognitive Disorders, Shijiazhuang, China
- *Correspondence: Peiyuan Lv
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Vij R, Arora S. A systematic survey of advances in retinal imaging modalities for Alzheimer's disease diagnosis. Metab Brain Dis 2022; 37:2213-2243. [PMID: 35290546 DOI: 10.1007/s11011-022-00927-4] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 11/12/2021] [Accepted: 02/04/2022] [Indexed: 01/06/2023]
Abstract
Recent advances in retinal imaging pathophysiology have shown a new function for biomarkers in Alzheimer's disease diagnosis and prognosis. The significant improvements in Optical coherence tomography (OCT) retinal imaging have led to significant clinical translation, particularly in Alzheimer's disease detection. This systematic review will provide a comprehensive overview of retinal imaging in clinical applications, with a special focus on biomarker analysis for use in Alzheimer's disease detection. Articles on OCT retinal imaging in Alzheimer's disease diagnosis were identified in PubMed, Google Scholar, IEEE Xplore, and Research Gate databases until March 2021. Those studies using simultaneous retinal imaging acquisition were chosen, while those using sequential techniques were rejected. "Alzheimer's disease" and "Dementia" were searched alone and in combination with "OCT" and "retinal imaging". Approximately 1000 publications were searched, and after deleting duplicate articles, 145 relevant studies focused on the diagnosis of Alzheimer's disease utilizing retinal imaging were chosen for study. OCT has recently been demonstrated to be a valuable technique in clinical practice as according to this survey, 57% of the researchers employed optical coherence tomography, 19% used ocular fundus imaging, 13% used scanning laser ophthalmoscopy, and 11% have used multimodal imaging to diagnose Alzheimer disease. Retinal imaging has become an important diagnostic technique for Alzheimer's disease. Given the scarcity of available literature, it is clear that future prospective trials involving larger and more homogeneous groups are necessary, and the work can be expanded by evaluating its significance utilizing a machine-learning platform rather than simply using statistical methodologies.
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Affiliation(s)
- Richa Vij
- School of Computer Science & Engineering, Shri Mata Vaishno Devi University, Katra, Jammu and Kashmir, 182320, India
| | - Sakshi Arora
- School of Computer Science & Engineering, Shri Mata Vaishno Devi University, Katra, Jammu and Kashmir, 182320, India.
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López-Cuenca I, Salobrar-García E, Sánchez-Puebla L, Espejel E, García del Arco L, Rojas P, Elvira-Hurtado L, Fernández-Albarral JA, Ramírez-Toraño F, Barabash A, Salazar JJ, Ramírez JM, de Hoz R, Ramírez AI. Retinal Vascular Study Using OCTA in Subjects at High Genetic Risk of Developing Alzheimer’s Disease and Cardiovascular Risk Factors. J Clin Med 2022; 11:jcm11113248. [PMID: 35683633 PMCID: PMC9181641 DOI: 10.3390/jcm11113248] [Citation(s) in RCA: 6] [Impact Index Per Article: 3.0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/19/2022] [Revised: 06/02/2022] [Accepted: 06/05/2022] [Indexed: 02/01/2023] Open
Abstract
In 103 subjects with a high genetic risk of developing Alzheimer’s disease (AD), family history (FH) of AD and ApoE ɛ4 characterization (ApoE ɛ4)) were analyzed for changes in the retinal vascular network by OCTA (optical coherence tomography angiography), and AngioTool and Erlangen-Angio-Tool (EA-Tool) as imaging analysis software. Retinal vascularization was analyzed by measuring hypercholesterolemia (HCL) and high blood pressure (HBP). Angio-Tool showed a statistically significant higher percentage of area occupied by vessels in the FH+ ApoE ɛ4- group vs. in the FH+ ApoE ɛ4+ group, and EA-Tool showed statistically significant higher vascular densities in the C3 ring in the FH+ ApoE ɛ4+ group when compared with: i)FH- ApoE ɛ4- in sectors H3, H4, H10 and H11; and ii) FH+ ApoE ɛ4- in sectors H4 and H12. In participants with HCL and HBP, statistically significant changes were found, in particular using EA-Tool, both in the macular area, mainly in the deep plexus, and in the peripapillary area. In conclusion, OCTA in subjects with genetic risk factors for the development of AD showed an apparent increase in vascular density in some sectors of the retina, which was one of the first vascular changes detectable. These changes constitute a promising biomarker for monitoring the progression of pathological neuronal degeneration.
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Affiliation(s)
- Inés López-Cuenca
- Ramon Castroviejo Institute of Ophthalmologic Research, Group UCM 920105, Health Research Institute of the Hospital Clínico San Carlos (IdISSC), Complutense University of Madrid, 28040 Madrid, Spain; (I.L.-C.); (E.S.-G.); (L.S.-P.); (E.E.); (L.G.d.A.); (P.R.); (L.E.-H.); (J.A.F.-A.); (J.J.S.); (J.M.R.)
| | - Elena Salobrar-García
- Ramon Castroviejo Institute of Ophthalmologic Research, Group UCM 920105, Health Research Institute of the Hospital Clínico San Carlos (IdISSC), Complutense University of Madrid, 28040 Madrid, Spain; (I.L.-C.); (E.S.-G.); (L.S.-P.); (E.E.); (L.G.d.A.); (P.R.); (L.E.-H.); (J.A.F.-A.); (J.J.S.); (J.M.R.)
- Department of Immunology, Ophthalmology and ENT, Faculty of Optics and Optometry, Complutense University of Madrid, 28037 Madrid, Spain
| | - Lidia Sánchez-Puebla
- Ramon Castroviejo Institute of Ophthalmologic Research, Group UCM 920105, Health Research Institute of the Hospital Clínico San Carlos (IdISSC), Complutense University of Madrid, 28040 Madrid, Spain; (I.L.-C.); (E.S.-G.); (L.S.-P.); (E.E.); (L.G.d.A.); (P.R.); (L.E.-H.); (J.A.F.-A.); (J.J.S.); (J.M.R.)
| | - Eva Espejel
- Ramon Castroviejo Institute of Ophthalmologic Research, Group UCM 920105, Health Research Institute of the Hospital Clínico San Carlos (IdISSC), Complutense University of Madrid, 28040 Madrid, Spain; (I.L.-C.); (E.S.-G.); (L.S.-P.); (E.E.); (L.G.d.A.); (P.R.); (L.E.-H.); (J.A.F.-A.); (J.J.S.); (J.M.R.)
| | - Lucía García del Arco
- Ramon Castroviejo Institute of Ophthalmologic Research, Group UCM 920105, Health Research Institute of the Hospital Clínico San Carlos (IdISSC), Complutense University of Madrid, 28040 Madrid, Spain; (I.L.-C.); (E.S.-G.); (L.S.-P.); (E.E.); (L.G.d.A.); (P.R.); (L.E.-H.); (J.A.F.-A.); (J.J.S.); (J.M.R.)
| | - Pilar Rojas
- Ramon Castroviejo Institute of Ophthalmologic Research, Group UCM 920105, Health Research Institute of the Hospital Clínico San Carlos (IdISSC), Complutense University of Madrid, 28040 Madrid, Spain; (I.L.-C.); (E.S.-G.); (L.S.-P.); (E.E.); (L.G.d.A.); (P.R.); (L.E.-H.); (J.A.F.-A.); (J.J.S.); (J.M.R.)
- Madrid Eye Institute, Gregorio Marañón General University Hospital, 28007 Madrid, Spain
| | - Lorena Elvira-Hurtado
- Ramon Castroviejo Institute of Ophthalmologic Research, Group UCM 920105, Health Research Institute of the Hospital Clínico San Carlos (IdISSC), Complutense University of Madrid, 28040 Madrid, Spain; (I.L.-C.); (E.S.-G.); (L.S.-P.); (E.E.); (L.G.d.A.); (P.R.); (L.E.-H.); (J.A.F.-A.); (J.J.S.); (J.M.R.)
| | - José A. Fernández-Albarral
- Ramon Castroviejo Institute of Ophthalmologic Research, Group UCM 920105, Health Research Institute of the Hospital Clínico San Carlos (IdISSC), Complutense University of Madrid, 28040 Madrid, Spain; (I.L.-C.); (E.S.-G.); (L.S.-P.); (E.E.); (L.G.d.A.); (P.R.); (L.E.-H.); (J.A.F.-A.); (J.J.S.); (J.M.R.)
| | - Federico Ramírez-Toraño
- Laboratory of Cognitive and Computational Neuroscience, Center for Biomedical Technology, Technical University of Madrid, 28233 Madrid, Spain;
- Department of Experimental Psychology, Complutense University of Madrid, 28223 Madrid, Spain
| | - Ana Barabash
- Department of Endocrinology and Nutrition, Health Research Institute of the Hospital Clínico San Carlos (IdISSC), 28040 Madrid, Spain;
- Diabetes and Associated Metabolic Diseases Networking Biomedical Research Centre, Carlos III Health Institute, 28029 Madrid, Spain
- Department of Medicine II, School of Medicine, Complutense University of Madrid, 28040 Madrid, Spain
| | - Juan J. Salazar
- Ramon Castroviejo Institute of Ophthalmologic Research, Group UCM 920105, Health Research Institute of the Hospital Clínico San Carlos (IdISSC), Complutense University of Madrid, 28040 Madrid, Spain; (I.L.-C.); (E.S.-G.); (L.S.-P.); (E.E.); (L.G.d.A.); (P.R.); (L.E.-H.); (J.A.F.-A.); (J.J.S.); (J.M.R.)
- Department of Immunology, Ophthalmology and ENT, Faculty of Optics and Optometry, Complutense University of Madrid, 28037 Madrid, Spain
| | - José M. Ramírez
- Ramon Castroviejo Institute of Ophthalmologic Research, Group UCM 920105, Health Research Institute of the Hospital Clínico San Carlos (IdISSC), Complutense University of Madrid, 28040 Madrid, Spain; (I.L.-C.); (E.S.-G.); (L.S.-P.); (E.E.); (L.G.d.A.); (P.R.); (L.E.-H.); (J.A.F.-A.); (J.J.S.); (J.M.R.)
- Department of Immunology, Ophthalmology and ENT, School of Medicine, Complutense University of Madrid, 28040 Madrid, Spain
| | - Rosa de Hoz
- Ramon Castroviejo Institute of Ophthalmologic Research, Group UCM 920105, Health Research Institute of the Hospital Clínico San Carlos (IdISSC), Complutense University of Madrid, 28040 Madrid, Spain; (I.L.-C.); (E.S.-G.); (L.S.-P.); (E.E.); (L.G.d.A.); (P.R.); (L.E.-H.); (J.A.F.-A.); (J.J.S.); (J.M.R.)
- Department of Immunology, Ophthalmology and ENT, Faculty of Optics and Optometry, Complutense University of Madrid, 28037 Madrid, Spain
- Correspondence: (R.d.H.); (A.I.R.)
| | - Ana I. Ramírez
- Ramon Castroviejo Institute of Ophthalmologic Research, Group UCM 920105, Health Research Institute of the Hospital Clínico San Carlos (IdISSC), Complutense University of Madrid, 28040 Madrid, Spain; (I.L.-C.); (E.S.-G.); (L.S.-P.); (E.E.); (L.G.d.A.); (P.R.); (L.E.-H.); (J.A.F.-A.); (J.J.S.); (J.M.R.)
- Department of Immunology, Ophthalmology and ENT, Faculty of Optics and Optometry, Complutense University of Madrid, 28037 Madrid, Spain
- Correspondence: (R.d.H.); (A.I.R.)
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16
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Kim HM, Han JW, Park YJ, Bae JB, Woo SJ, Kim KW. Association Between Retinal Layer Thickness and Cognitive Decline in Older Adults. JAMA Ophthalmol 2022; 140:683-690. [PMID: 35616950 PMCID: PMC9136677 DOI: 10.1001/jamaophthalmol.2022.1563] [Citation(s) in RCA: 14] [Impact Index Per Article: 7.0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/01/2023]
Abstract
Question Is retinal layer thickness associated with cognitive decline in an older population? Findings In this cohort study including 430 community-dwelling participants in Korea, baseline macular retinal nerve fiber layer (RNFL) thickness was associated with baseline cognitive function scores and follow-up cognitive decline. Meaning These findings suggest that macular RNFL thickness could be considered a predictive biomarker for evaluating cognitive function in older individuals. Importance Retinal layer thickness is hypothesized to be related to cognitive function in patients with mild cognitive impairment (MCI) and Alzheimer disease (AD). However, longitudinal cohort studies of the healthy older population are scarce. Objective To investigate the association between retinal layer thickness and cognitive impairment and future cognitive decline in a community-based population cohort. Design, Setting, and Participants A total of 430 randomly sampled community-dwelling Korean individuals 60 years or older participated in the baseline assessment (mean [SD], 76.3 [6.6] years) 215 of whom completed a mean (SD) of 5.4 (0.6) years (range, 4.1-6.2 years) of follow-up. Using spectral-domain optical coherence tomography, the study team assessed the thickness of 6 retinal layers in the macular region, the peripapillary retinal nerve fiber layers (RNFLs), and the subfoveal choroid at baseline. Exposures Age, sex, education, diabetes, hypertension, and apolipoprotein E4 gene status. Main Outcomes and Measures Retinal layer thickness and cognitive function test scores were analyzed. Results This study included 430 participants (female, 208 [48.6%]). Baseline macular RNFL thickness was associated with baseline Consortium to Establish a Registry for Alzheimer’s Disease (CERAD) score (coefficient [β] = 0.077; 95% CI, 0.054-0.100; P = .04 for total macular area) and Mini-Mental State Examination (MMSE) score (coefficient [β] = 0.082; 95% CI, 0.063-0.101; P = .03 for total macular area). A thinner baseline total macular RNFL thickness (lowest quartile, <231 μm) was associated with a larger decline in the CERAD and MMSE scores during the follow-up period (P = .003 and P = .01, respectively). Furthermore, participants with baseline total macular RNFL thickness below the lowest quartile cutoff value presented a greater decline in cognitive scores and a higher prevalence of cognitive impairment and Alzheimer disease than those with RNFL thickness above the lowest quartile cutoff value. Conclusions and Relevance In this study, macular RNFL thickness could be used as a prognostic biomarker of long-term cognitive decline in adults 60 years or older. However, to confirm these results, further large-scale population-based studies should be performed.
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Affiliation(s)
- Hyeong Min Kim
- Department of Ophthalmology, Seoul National University College of Medicine, Seoul National University Bundang Hospital, Seongnam, Republic of Korea
| | - Ji Won Han
- Department of Neuropsychiatry, Seoul National University Bundang Hospital, Seongnam, Republic of Korea
| | - Young Joo Park
- Department of Ophthalmology, Kangwon National University School of Medicine, Kangwon National University Hospital, Chuncheon, Republic of Korea
| | - Jong Bin Bae
- Department of Neuropsychiatry, Seoul National University Bundang Hospital, Seongnam, Republic of Korea
| | - Se Joon Woo
- Department of Ophthalmology, Seoul National University College of Medicine, Seoul National University Bundang Hospital, Seongnam, Republic of Korea
| | - Ki Woong Kim
- Department of Neuropsychiatry, Seoul National University Bundang Hospital, Seongnam, Republic of Korea.,Department of Psychiatry and Behavioral Science, Seoul National University College of Medicine, Seoul, Republic of Korea.,Department of Brain and Cognitive Science, Seoul National University College of Natural Sciences, Seoul, Republic of Korea
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17
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Characterization of Retinal Drusen in Subjects at High Genetic Risk of Developing Sporadic Alzheimer’s Disease: An Exploratory Analysis. J Pers Med 2022; 12:jpm12050847. [PMID: 35629270 PMCID: PMC9145327 DOI: 10.3390/jpm12050847] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/19/2022] [Revised: 05/17/2022] [Accepted: 05/19/2022] [Indexed: 11/16/2022] Open
Abstract
Having a family history (FH+) of Alzheimer’s disease (AD) and being a carrier of at least one ɛ4 allele of the ApoE gene are two of the main risk factors for the development of AD. AD and age-related macular degeneration (AMD) share one of the main risk factors, such as age, and characteristics including the presence of deposits (Aβ plaques in AD and drusen in AMD); however, the role of apolipoprotein E isoforms in both pathologies is controversial. We analyzed and characterized retinal drusen by optical coherence tomography (OCT) in subjects, classifying them by their AD FH (FH- or FH+) and their allelic characterization of ApoE ɛ4 (ApoE ɛ4- or ApoE ɛ4+) and considering cardiovascular risk factors (hypercholesterolemia, hypertension, and diabetes mellitus). In addition, we analyzed the choroidal thickness by OCT and the area of the foveal avascular zone with OCTA. We did not find a relationship between a family history of AD or any of the ApoE isoforms and the presence or absence of drusen. Subjects with drusen show choroidal thinning compared to patients without drusen, and thinning could trigger changes in choroidal perfusion that may give rise to the deposits that generate drusen.
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18
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Ma JP, Robbins CB, Lee JM, Soundararajan S, Stinnett SS, Agrawal R, Plassman BL, Lad EM, Whitson H, Grewal DS, Fekrat S. Longitudinal analysis of the retina and choroid in cognitively normal individuals at higher genetic risk for Alzheimer disease. Ophthalmol Retina 2022; 6:607-619. [PMID: 35283324 DOI: 10.1016/j.oret.2022.03.001] [Citation(s) in RCA: 8] [Impact Index Per Article: 4.0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/09/2021] [Revised: 02/18/2022] [Accepted: 03/03/2022] [Indexed: 11/28/2022]
Abstract
PURPOSE To assess baseline differences and longitudinal rate of change in retinal and choroidal imaging parameters between APOE ε4 carriers and non-carriers with normal cognition. DESIGN Prospective study. SUBJECTS 413 eyes of 218 individuals with normal cognition aged ≥55 years with known APOE status (98 ε4 carriers, 120 non-carriers). Exclusion criteria included diabetes mellitus, uncontrolled hypertension, glaucoma, and vitreoretinal or neurodegenerative disease. METHODS Optical coherence tomography (OCT) and OCT angiography (OCTA) was performed at baseline and at 2 years [Zeiss Cirrus HD-OCT 5000 with AngioPlex (Zeiss Meditec, Dublin, CA)]. Groups were compared using sex- and age-adjusted generalized estimating equations. MAIN OUTCOME MEASURES OCT: retinal nerve fiber layer thickness, macular ganglion cell-inner plexiform layer thickness, central subfield thickness (CST), choroidal vascularity index. OCTA: foveal avascular zone area, perfusion density (PD), vessel density, peripapillary capillary perfusion density and capillary flux index (CFI). Rate of change per year was calculated. RESULTS At baseline, ε4 carriers demonstrated decreased CST (p=0.018), PD in the 6mm Early Treatment Diabetic Retinopathy Study (ETDRS) circle (p=0.049), and temporal CFI (p=0.047). Seventy-one ε4 carriers and 78 non-carriers returned at 2 years; at follow-up, the 6mm ETDRS circle (p=0.05) and outer ring (p=0.049) showed decreased PD in ε4 carriers, with no differences in rates of change between groups (all p>0.05). CONCLUSIONS There were measured differences in CST, PD, and peripapillary CFI between APOE ε4 carriers and non-carriers with normal cognition. Larger and longer-term studies may further elucidate the potential prognostic value of these findings.
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Affiliation(s)
- Justin P Ma
- iMIND Research Group, Duke University School of Medicine, Durham, NC, USA; Department of Ophthalmology, Duke University School of Medicine, Durham, NC, USA
| | - Cason B Robbins
- iMIND Research Group, Duke University School of Medicine, Durham, NC, USA; Department of Ophthalmology, Duke University School of Medicine, Durham, NC, USA
| | - Jia Min Lee
- National Healthcare Group Eye Institute, Tan Tock Seng Hospital, Singapore
| | - Srinath Soundararajan
- iMIND Research Group, Duke University School of Medicine, Durham, NC, USA; Department of Ophthalmology, Duke University School of Medicine, Durham, NC, USA
| | - Sandra S Stinnett
- iMIND Research Group, Duke University School of Medicine, Durham, NC, USA; Department of Ophthalmology, Duke University School of Medicine, Durham, NC, USA
| | - Rupesh Agrawal
- National Healthcare Group Eye Institute, Tan Tock Seng Hospital, Singapore; Lee Kong Chian School of Medicine, Nanyang Technological University, Singapore; Singapore Eye Research Institute, Singapore; Duke NUS Medical School, Singapore
| | - Brenda L Plassman
- iMIND Research Group, Duke University School of Medicine, Durham, NC, USA; Departments of Psychiatry and Neurology, Duke University School of Medicine, Durham, NC, USA
| | - Eleonora M Lad
- Department of Ophthalmology, Duke University School of Medicine, Durham, NC, USA
| | - Heather Whitson
- Department of Ophthalmology, Duke University School of Medicine, Durham, NC, USA
| | - Dilraj S Grewal
- iMIND Research Group, Duke University School of Medicine, Durham, NC, USA; Department of Ophthalmology, Duke University School of Medicine, Durham, NC, USA
| | - Sharon Fekrat
- iMIND Research Group, Duke University School of Medicine, Durham, NC, USA; Department of Ophthalmology, Duke University School of Medicine, Durham, NC, USA.
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Rotenstreich Y, Sharvit‐Ginon I, Sher I, Zloto O, Fabian ID, Abd‐Elkader A, Weller A, Heymann A, Beeri MS, Ravona‐Springer R. Thicker macula in asymptomatic APOE Ɛ4 middle-aged adults at high AD risk. ALZHEIMER'S & DEMENTIA (AMSTERDAM, NETHERLANDS) 2022; 14:e12275. [PMID: 35155732 PMCID: PMC8828987 DOI: 10.1002/dad2.12275] [Citation(s) in RCA: 2] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Received: 09/11/2021] [Revised: 11/16/2021] [Accepted: 11/17/2021] [Indexed: 11/12/2022]
Abstract
INTRODUCTION We compared retinal layers' thickness between apolipoprotein E (APOE) Ɛ4 carriers and non-carriers in a cohort of cognitively normal middle-aged adults enriched for Alzheimer's disease (AD) risk. METHODS Participants (N = 245) underwent spectral domain optical coherence tomography. Multivariate analyses of covariance adjusting for age, sex, education, and best corrected vision acuity was used to compare retinal thickness between APOE groups. RESULTS Participants' mean age was 59.60 (standard deviation = 6.42) with 66.4% women and 32.2% APOE Ɛ4 carriers. Greater macular full thickness was observed in APOE Ɛ4 carriers compared to non-carriers (P = .017), reaching statistical significance for the inner and outer nasal (P = .009 and P = .005, respectively), inner superior (P = .041), and inner and outer inferior (P = .013 and P = .033, respectively) sectors. The differences between APOE groups were mainly driven by the ganglion cell layer (P < .05) and the inner plexiform layer (P < .05). DISCUSSION A thicker macula is observed already in midlife asymptomatic APOE Ɛ4 carriers at high AD risk.
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Affiliation(s)
- Ygal Rotenstreich
- Goldschleger Eye InstituteSheba Medical CenterTel HashomerIsrael
- Sackler Faculty of MedicineTel Aviv UniversityTel AvivIsrael
- Sagol School of NeuroscienceTel Aviv UniversityTel AvivIsrael
| | - Inbal Sharvit‐Ginon
- Psychology DepartmentBar Ilan UniversityRamat‐GanIsrael
- The Joseph Sagol Neuroscience Center at the Sheba Medical CenterTel HashomerIsrael
| | - Ifat Sher
- Goldschleger Eye InstituteSheba Medical CenterTel HashomerIsrael
- Sackler Faculty of MedicineTel Aviv UniversityTel AvivIsrael
| | - Ofira Zloto
- Goldschleger Eye InstituteSheba Medical CenterTel HashomerIsrael
- Sackler Faculty of MedicineTel Aviv UniversityTel AvivIsrael
| | - Ido Didi Fabian
- Goldschleger Eye InstituteSheba Medical CenterTel HashomerIsrael
- Sackler Faculty of MedicineTel Aviv UniversityTel AvivIsrael
| | - Amir Abd‐Elkader
- Goldschleger Eye InstituteSheba Medical CenterTel HashomerIsrael
- Sackler Faculty of MedicineTel Aviv UniversityTel AvivIsrael
| | - Aron Weller
- Psychology DepartmentBar Ilan UniversityRamat‐GanIsrael
- Gonda Brain Research CenterBar Ilan UniversityRamat‐GanIsrael
| | - Anthony Heymann
- Sackler Faculty of MedicineTel Aviv UniversityTel AvivIsrael
- Maccabi Healthcare ServicesTel AvivIsrael
| | - Michal Schnaider Beeri
- The Joseph Sagol Neuroscience Center at the Sheba Medical CenterTel HashomerIsrael
- Department of PsychiatryThe Icahn School of Medicine at Mount SinaiNew YorkNew YorkUSA
| | - Ramit Ravona‐Springer
- Sackler Faculty of MedicineTel Aviv UniversityTel AvivIsrael
- The Joseph Sagol Neuroscience Center at the Sheba Medical CenterTel HashomerIsrael
- Department of PsychiatrySheba Medical CenterTel HashomerIsrael
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20
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The Value of OCT and OCTA as Potential Biomarkers for Preclinical Alzheimer's Disease: A Review Study. Life (Basel) 2021; 11:life11070712. [PMID: 34357083 PMCID: PMC8306512 DOI: 10.3390/life11070712] [Citation(s) in RCA: 4] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/30/2021] [Revised: 07/15/2021] [Accepted: 07/17/2021] [Indexed: 12/18/2022] Open
Abstract
Preclinical Alzheimer's disease (AD) includes cognitively healthy subjects with at least one positive biomarker: reduction in cerebrospinal fluid Aβ42 or visualization of cerebral amyloidosis by positron emission tomography imaging. The use of these biomarkers is expensive, invasive, and not always possible. It has been shown that the retinal changes measured by optical coherence tomography (OCT) and OCT-angiography (OCTA) could be biomarkers of AD. Diagnosis in early stages before irreversible AD neurological damage takes place is important for the development of new therapeutic interventions. In this review, we summarize the findings of different published studies using OCT and OCTA in participants with preclinical AD. To date, there have been few studies on this topic and they are methodologically very dissimilar. Moreover, these include only two longitudinal studies. For these reasons, it would be interesting to unify the methodology, make the inclusion criteria more rigorous, and conduct longer longitudinal studies to assess the evolution of these subjects. If the results were consistent across repeated studies with the same methodology, this could provide us with insight into the value of the retinal changes observed by OCT/OCTA as potential reliable, cost-effective, and noninvasive biomarkers of preclinical AD.
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21
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Zhang Y, Wang Y, Shi C, Shen M, Lu F. Advances in retina imaging as potential biomarkers for early diagnosis of Alzheimer's disease. Transl Neurodegener 2021; 10:6. [PMID: 33517891 PMCID: PMC7849105 DOI: 10.1186/s40035-021-00230-9] [Citation(s) in RCA: 36] [Impact Index Per Article: 12.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/20/2020] [Accepted: 01/07/2021] [Indexed: 12/20/2022] Open
Abstract
As the most common form of dementia, Alzheimer’s disease (AD) is characterized by progressive cognitive impairments and constitutes a major social burden. Currently, the invasiveness and high costs of tests have limited the early detection and intervention of the disease. As a unique window of the brain, retinal changes can reflect the pathology of the brain. In this review, we summarize current understanding of retinal structures in AD, mild cognitive impairment (MCI) and preclinical AD, focusing on neurodegeneration and microvascular changes measured using optical coherence tomography (OCT) and optical coherence tomography angiography (OCTA) technologies. The literature suggests that the impairment of retinal microvascular network and neural microstructure exists in AD, MCI and even preclinical AD. These findings provide valuable insights into a better understanding of disease pathogenesis and demonstrate that retinal changes are potential biomarkers for early diagnosis of AD and monitoring of disease progression.
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Affiliation(s)
- Ying Zhang
- School of Ophthalmology and Optometry, Wenzhou Medical College, Wenzhou, 325027, China
| | - Yanjiang Wang
- Department of Neurology, Daping Hospital, Third Military Medical University, Chongqing, 400042, China
| | - Ce Shi
- School of Ophthalmology and Optometry, Wenzhou Medical College, Wenzhou, 325027, China
| | - Meixiao Shen
- School of Ophthalmology and Optometry, Wenzhou Medical College, Wenzhou, 325027, China.
| | - Fan Lu
- School of Ophthalmology and Optometry, Wenzhou Medical College, Wenzhou, 325027, China.
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22
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Vit JP, Fuchs DT, Angel A, Levy A, Lamensdorf I, Black KL, Koronyo Y, Koronyo-Hamaoui M. Color and contrast vision in mouse models of aging and Alzheimer's disease using a novel visual-stimuli four-arm maze. Sci Rep 2021; 11:1255. [PMID: 33441984 PMCID: PMC7806734 DOI: 10.1038/s41598-021-80988-0] [Citation(s) in RCA: 12] [Impact Index Per Article: 4.0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/10/2020] [Accepted: 12/31/2020] [Indexed: 12/14/2022] Open
Abstract
We introduce a novel visual-stimuli four-arm maze (ViS4M) equipped with spectrally- and intensity-controlled LED emitters and dynamic grayscale objects that relies on innate exploratory behavior to assess color and contrast vision in mice. Its application to detect visual impairments during normal aging and over the course of Alzheimer’s disease (AD) is evaluated in wild-type (WT) and transgenic APPSWE/PS1∆E9 murine models of AD (AD+) across an array of irradiance, chromaticity, and contrast conditions. Substantial color and contrast-mode alternation deficits appear in AD+ mice at an age when hippocampal-based memory and learning is still intact. Profiling of timespan, entries and transition patterns between the different arms uncovers variable AD-associated impairments in contrast sensitivity and color discrimination, reminiscent of tritanomalous defects documented in AD patients. Transition deficits are found in aged WT mice in the absence of alternation decline. Overall, ViS4M is a versatile, controlled device to measure color and contrast-related vision in aged and diseased mice.
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Affiliation(s)
- Jean-Philippe Vit
- Department of Biomedical Sciences, Cedars-Sinai Medical Center, 127 S. San Vicente Blvd., Los Angeles, CA, 90048, USA.,Biobehavioral Research Core, Cedars-Sinai Medical Center, Los Angeles, CA, USA
| | - Dieu-Trang Fuchs
- Department of Neurosurgery, Maxine Dunitz Neurosurgical Research Institute, Cedars-Sinai Medical Center, Los Angeles, CA, USA
| | - Ariel Angel
- Pharmaseed Ltd., 9 Hamazmera St., 74047, Ness Ziona, Israel
| | - Aharon Levy
- Pharmaseed Ltd., 9 Hamazmera St., 74047, Ness Ziona, Israel
| | | | - Keith L Black
- Department of Neurosurgery, Maxine Dunitz Neurosurgical Research Institute, Cedars-Sinai Medical Center, Los Angeles, CA, USA
| | - Yosef Koronyo
- Department of Neurosurgery, Maxine Dunitz Neurosurgical Research Institute, Cedars-Sinai Medical Center, Los Angeles, CA, USA
| | - Maya Koronyo-Hamaoui
- Department of Biomedical Sciences, Cedars-Sinai Medical Center, 127 S. San Vicente Blvd., Los Angeles, CA, 90048, USA. .,Department of Neurosurgery, Maxine Dunitz Neurosurgical Research Institute, Cedars-Sinai Medical Center, Los Angeles, CA, USA.
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