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Sadeghi E, Valsecchi N, Rahmanipour E, Ejlalidiz M, Hasan N, Vupparaboina KK, Ibrahim MN, Rasheed MA, Baek J, Iannetta D, Chhablani J. Choroidal biomarkers in age-related macular degeneration. Surv Ophthalmol 2024:S0039-6257(24)00131-0. [PMID: 39426529 DOI: 10.1016/j.survophthal.2024.10.004] [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: 04/02/2024] [Revised: 10/07/2024] [Accepted: 10/14/2024] [Indexed: 10/21/2024]
Abstract
Age-related macular degeneration (AMD) is the leading cause of central visual impairment in the elderly. The exact pathophysiological mechanisms for AMD remain uncertain. Several studies suggest that choroidal abnormalities and alterations are critical in AMD progression. The transition from manual to automated segmentation and binarization techniques has resulted in accurate and precise measurements of different choroidal parameters. These qualitative and quantitative parameters, known as choroidal imaging biomarkers, have advanced from basic vertical subfoveal choroidal thickness to more intricate 3-dimensional choroidal reconstruction methods in the last decade. Therefore, a comprehensive evaluation of choroidal metrics may investigate valuable insights into AMD, potentially guiding the future development of customized therapeutic strategies and personalized patient care in AMD management. We describe the role of different choroidal biomarkers in evaluating patients with AMD and their contribution to management.
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Affiliation(s)
- Elham Sadeghi
- University of Pittsburgh, School of Medicine, Pittsburgh, PA, USA.
| | - Nicola Valsecchi
- University of Pittsburgh, School of Medicine, Pittsburgh, PA, USA; Ophthalmology Unit, Dipartimento di Scienze Mediche e Chirurgiche, Alma Mater Studiorum University of Bologna, Bologna, Italy; IRCCS Azienda Ospedaliero-Universitaria di Bologna, Bologna, Italy.
| | - Elham Rahmanipour
- Immunology Research Center, Mashhad University of Medical Science, Mashhad, Iran.
| | - Mahsa Ejlalidiz
- Research Institute of Ophthalmology and Vision Science, Shahid Beheshti University of Medical Science, Tehran, Iran.
| | - Nasiq Hasan
- University of Pittsburgh, School of Medicine, Pittsburgh, PA, USA.
| | | | | | | | - Jiwon Baek
- Department of Ophthalmology, Bucheon St. Mary's Hospital, College of Medicine, The Catholic University of Korea, Bucheon, Gyeonggi-do, Republic of Korea; Department of Ophthalmology, College of Medicine, The Catholic University of Korea, Seoul, Republic of Korea.
| | - Danilo Iannetta
- University of Rome La Sapienza Department of Organs of Sense, Rome, Italy.
| | - Jay Chhablani
- University of Pittsburgh, School of Medicine, Pittsburgh, PA, USA.
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Song D, Ni Y, Zhou Y, Niu Y, Wang G, Lv B, Xie G, Liu G. Evaluation of choroid vascular layer thickness in wet age-related macular degeneration using artificial intelligence. Photodiagnosis Photodyn Ther 2024; 47:104218. [PMID: 38777310 DOI: 10.1016/j.pdpdt.2024.104218] [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: 02/29/2024] [Revised: 05/02/2024] [Accepted: 05/15/2024] [Indexed: 05/25/2024]
Abstract
PURPOSE To facilitate the assessment of choroid vascular layer thickness in patients with wet age-related macular degeneration (AMD) using artificial intelligence (AI). METHODS We included 194 patients with wet AMD and 225 healthy participants. Choroid images were obtained using swept-source optical coherence tomography. The average Sattler layer-choriocapillaris complex thickness (SLCCT), Haller layer thickness (HLT), and choroidal thickness (CT) were auto-measured at 7 regions centered around the foveola using AI and subsequently compared between the 2 groups. RESULTS The SLCCT was lower in the AMD group than in the control group (P < 0.05). The HLT was significantly higher in the AMD group than in the control group at the Tparafovea and T-perifovea in the total population (P < 0.05) and in the ≤70-year subgroup (P < 0.05). The CT was higher in the AMD group than in the control group, particularly at the N-perifovea, T-perifovea, and T-parafovea in the ≤70-year subgroup; Interestingly, it was lower in the AMD group than in the control group at the Nparafovea, N-fovea, foveola, and T-fovea in the >70-year subgroup (P < 0.05). CONCLUSION This novel AI-based auto-measurement was more accurate, efficient, and detailed than manual measurements. SLCCT thinning was observed in wet AMD; however, CT changes depended on the interaction between HLT compensatory thickening and SLCCT thinning.
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Affiliation(s)
- Dan Song
- Department of Ophthalmology, Peking University International Hospital, No. 1 Shengmingyuan Road, Zhongguancun Life Science Park, Changping District, Beijing, China
| | - Yuan Ni
- Ping An Technology, 12F Building B, PingAn IFC, No.1-3 Xinyuan South Road, Beijing 100027 China
| | - Ying Zhou
- Department of Ophthalmology, Peking University International Hospital, No. 1 Shengmingyuan Road, Zhongguancun Life Science Park, Changping District, Beijing, China
| | - Yaqian Niu
- Department of Ophthalmology, Peking University International Hospital, No. 1 Shengmingyuan Road, Zhongguancun Life Science Park, Changping District, Beijing, China
| | - Guanzheng Wang
- Ping An Technology, 12F Building B, PingAn IFC, No.1-3 Xinyuan South Road, Beijing 100027 China
| | - Bin Lv
- Ping An Technology, 12F Building B, PingAn IFC, No.1-3 Xinyuan South Road, Beijing 100027 China
| | - Guotong Xie
- Ping An Technology, 12F Building B, PingAn IFC, No.1-3 Xinyuan South Road, Beijing 100027 China; Ping An Health Cloud Company Limited, 12F Building B, PingAn IFC, No. 1-3 Xinyuan South Road, Beijing 100027, China.
| | - Guangfeng Liu
- Department of Ophthalmology, Peking University International Hospital, No. 1 Shengmingyuan Road, Zhongguancun Life Science Park, Changping District, Beijing, China.
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Owsley C, McGwin G, Swain TA, Clark ME, Thomas TN, Goerdt L, Sloan KR, Trittschuh EH, Jiang Y, Owen JP, Lee CS, Curcio CA. Outer Retinal Thickness Is Associated With Cognitive Function in Normal Aging to Intermediate Age-Related Macular Degeneration. Invest Ophthalmol Vis Sci 2024; 65:16. [PMID: 38717425 PMCID: PMC11090140 DOI: 10.1167/iovs.65.5.16] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/19/2024] [Accepted: 04/25/2024] [Indexed: 05/15/2024] Open
Abstract
Purpose Research on Alzheimer's disease (AD) and precursor states demonstrates a thinner retinal nerve fiber layer (NFL) compared to age-similar controls. Because AD and age-related macular degeneration (AMD) both impact older adults and share risk factors, we asked if retinal layer thicknesses, including NFL, are associated with cognition in AMD. Methods Adults ≥ 70 years with normal retinal aging, early AMD, or intermediate AMD per Age-Related Eye Disease Study (AREDS) nine-step grading of color fundus photography were enrolled in a cross-sectional study. Optical coherence tomography (OCT) volumes underwent 11-line segmentation and adjustments by a trained operator. Evaluated thicknesses reflect the vertical organization of retinal neurons and two vascular watersheds: NFL, ganglion cell layer-inner plexiform layer complex (GCL-IPL), inner retina, outer retina (including retinal pigment epithelium-Bruch's membrane), and total retina. Thicknesses were area weighted to achieve mean thickness across the 6-mm-diameter Early Treatment of Diabetic Retinopathy Study (ETDRS) grid. Cognitive status was assessed by the National Institutes of Health Toolbox cognitive battery for fluid and crystallized cognition. Correlations estimated associations between cognition and thicknesses, adjusting for age. Results Based on 63 subjects (21 per group), thinning of the outer retina was significantly correlated with lower cognition scores (P < 0.05). No other retinal thickness variables were associated with cognition. Conclusions Only the outer retina (photoreceptors, supporting glia, retinal pigment epithelium, Bruch's membrane) is associated with cognition in aging to intermediate AMD; NFL was not associated with cognition, contrary to AD-associated condition reports. Early and intermediate AMD constitute a retinal disease whose earliest, primary impact is in the outer retina. Our findings hint at a unique impact on the brain from the outer retina in persons with AMD.
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Affiliation(s)
- Cynthia Owsley
- Department of Ophthalmology and Visual Sciences, Heersink School of Medicine, University of Alabama at Birmingham, Birmingham, Alabama, United States
| | - Gerald McGwin
- Department of Ophthalmology and Visual Sciences, Heersink School of Medicine, University of Alabama at Birmingham, Birmingham, Alabama, United States
- Department of Epidemiology, School of Public Health, University of Alabama at Birmingham, Birmingham, Alabama, United States
| | - Thomas A. Swain
- Department of Ophthalmology and Visual Sciences, Heersink School of Medicine, University of Alabama at Birmingham, Birmingham, Alabama, United States
- Department of Epidemiology, School of Public Health, University of Alabama at Birmingham, Birmingham, Alabama, United States
| | - Mark E. Clark
- Department of Ophthalmology and Visual Sciences, Heersink School of Medicine, University of Alabama at Birmingham, Birmingham, Alabama, United States
| | - Tracy N. Thomas
- Department of Ophthalmology and Visual Sciences, Heersink School of Medicine, University of Alabama at Birmingham, Birmingham, Alabama, United States
| | - Lukas Goerdt
- Department of Ophthalmology and Visual Sciences, Heersink School of Medicine, University of Alabama at Birmingham, Birmingham, Alabama, United States
- Department of Ophthalmology, University of Bonn, Bonn, Germany
| | - Kenneth R. Sloan
- Department of Ophthalmology and Visual Sciences, Heersink School of Medicine, University of Alabama at Birmingham, Birmingham, Alabama, United States
| | - Emily H. Trittschuh
- VA Puget Sound Geriatric Research Education and Clinical Center, Seattle, Washington, United States
- Department of Psychiatry and Behavioral Sciences, School of Medicine, University of Washington, Seattle, Washington, United States
| | - Yu Jiang
- Department of Ophthalmology, School of Medicine, University of Washington, Seattle, Washington, United States
- The Roger and Angie Karalis Johnson Retina Center, Seattle, Washington, United States
| | - Julia P. Owen
- Department of Ophthalmology, School of Medicine, University of Washington, Seattle, Washington, United States
- The Roger and Angie Karalis Johnson Retina Center, Seattle, Washington, United States
| | - Cecilia S. Lee
- Department of Ophthalmology, School of Medicine, University of Washington, Seattle, Washington, United States
- The Roger and Angie Karalis Johnson Retina Center, Seattle, Washington, United States
| | - Christine A. Curcio
- Department of Ophthalmology and Visual Sciences, Heersink School of Medicine, University of Alabama at Birmingham, Birmingham, Alabama, United States
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Krytkowska E, Olejnik-Wojciechowska J, Grabowicz A, Safranow K, Machalińska A. Association between Subretinal Drusenoid Deposits and Age-Related Macular Degeneration in Multimodal Retinal Imaging. J Clin Med 2023; 12:7728. [PMID: 38137797 PMCID: PMC10744131 DOI: 10.3390/jcm12247728] [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: 11/15/2023] [Revised: 12/09/2023] [Accepted: 12/13/2023] [Indexed: 12/24/2023] Open
Abstract
Multimodal retinal imaging enables the detection of subretinal drusenoid deposits (SDD) with significantly greater accuracy compared to fundus photography. The study aimed to analyze a relationship between the presence of SDD, the clinical picture of AMD, and disease progression in a 3 year follow-up. A total of 602 eyes of 339 patients with a diagnosis of AMD, of which 121 (55%) had SDD confirmed in multimodal retinal imaging, were enrolled in the study. SDD was related to a more advanced stage of AMD (p = 0.008), especially with the presence of geographic atrophy (OR = 4.11, 95% CI 2.02-8.38, p < 0.001). Eyes with SDD presented significantly lower choroidal and retinal thickness (ATC: 210.5 μm, CRT: 277 μm, respectively) and volume (AVC: 0.17 mm3, CRV: 8.29 mm3, p < 0.001, respectively) compared to SDD-negative eyes (ATC: 203 μm, CRT: 277 μm; AVC: 7.08 mm3, 8.54 mm3, p < 0.001). Accordingly, the prevalence of pachychoroids and pachyvessels was significantly lower in the SDD present group than in eyes without SDD (p = 0.004; p = 0.04, respectively). Neither demographic factors, lipid profile, genetic predisposition, systemic vascular disease comorbidities, nor parameters of retinal vessels were affected by the presence of SDD. We found no effect of SDD presence on AMD progression (p = 0.12). The presence of SDD appeared to be related to local rather than systemic factors.
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Affiliation(s)
- Elżbieta Krytkowska
- First Department of Ophthalmology, Pomeranian Medical University, 70-111 Szczecin, Poland; (E.K.); (J.O.-W.); (A.G.)
| | - Joanna Olejnik-Wojciechowska
- First Department of Ophthalmology, Pomeranian Medical University, 70-111 Szczecin, Poland; (E.K.); (J.O.-W.); (A.G.)
| | - Aleksandra Grabowicz
- First Department of Ophthalmology, Pomeranian Medical University, 70-111 Szczecin, Poland; (E.K.); (J.O.-W.); (A.G.)
| | - Krzysztof Safranow
- Department of Biochemistry and Medical Chemistry, Pomeranian Medical University, 70-111 Szczecin, Poland;
| | - Anna Machalińska
- First Department of Ophthalmology, Pomeranian Medical University, 70-111 Szczecin, Poland; (E.K.); (J.O.-W.); (A.G.)
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Sazhnyev Y, Sin TN, Ma A, Chang E, Huynh L, Roszak K, Park S, Choy K, Farsiu S, Moshiri A, Thomasy SM, Yiu G. Choroidal Changes in Rhesus Macaques in Aging and Age-Related Drusen. Invest Ophthalmol Vis Sci 2023; 64:44. [PMID: 37773500 PMCID: PMC10547013 DOI: 10.1167/iovs.64.12.44] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/13/2023] [Accepted: 09/07/2023] [Indexed: 10/01/2023] Open
Abstract
Purpose Choroidal vascular changes occur with normal aging and age-related macular degeneration (AMD). Here, we evaluate choroidal thickness and vascularity in aged rhesus macaques to better understand the choroid's role in this nonhuman primate model of AMD. Methods We analyzed optical coherence tomography (OCT) images of 244 eyes from 122 rhesus macaques (aged 4-32 years) to measure choroidal thickness (CT) and choroidal vascularity index (CVI). Drusen number, size, and volume were measured by semiautomated annotation and segmentation of OCT images. We performed regression analyses to determine any association of CT or CVI with age, sex, and axial length and to determine if the presence and volume of soft drusen impacted these choroidal parameters. Results In rhesus macaques, subfoveal CT decreased with age at 3.2 µm/y (R2 = 0.481, P < 0.001), while CVI decreased at 0.66% per year (R2 = 0.257, P < 0.001). Eyes with soft drusen exhibited thicker choroid (179.9 ± 17.5 µm vs. 162.0 ± 27.9 µm, P < 0.001) and higher CVI (0.612 ± 0.051 vs. 0.577 ± 0.093, P = 0.005) than age-matched control animals. Neither CT or CVI appeared to be associated with drusen number, size, or volume in this cohort. However, some drusen in macaques were associated with underlying choroidal vessel enlargement resembling pachydrusen in human patients with AMD. Conclusions Changes in the choroidal vasculature in rhesus macaques resemble choroidal changes in human aging, but eyes with drusen exhibit choroidal thickening, increased vascularity, and phenotypic characteristics of pachydrusen observed in some patients with AMD.
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Affiliation(s)
- Yevgeniy Sazhnyev
- Department of Ophthalmology & Vision Science, University of California, Davis, Sacramento, California, United States
- Department of Ophthalmology, California Northstate University, College of Medicine, Elk Grove, California, United States
| | - Tzu-Ni Sin
- Department of Ophthalmology & Vision Science, University of California, Davis, Sacramento, California, United States
| | - Anthony Ma
- Department of Ophthalmology & Vision Science, University of California, Davis, Sacramento, California, United States
- Department of Ophthalmology, California Northstate University, College of Medicine, Elk Grove, California, United States
| | - Ellie Chang
- Department of Ophthalmology & Vision Science, University of California, Davis, Sacramento, California, United States
| | - Leon Huynh
- Department of Ophthalmology & Vision Science, University of California, Davis, Sacramento, California, United States
| | - Karolina Roszak
- Department of Ophthalmology & Vision Science, University of California, Davis, Sacramento, California, United States
| | - Sangwan Park
- Department of Ophthalmology & Vision Science, University of California, Davis, Sacramento, California, United States
| | - Kevin Choy
- Department of Biomedical Engineering, Duke University, Durham, North Carolina, United States
| | - Sina Farsiu
- Department of Biomedical Engineering, Duke University, Durham, North Carolina, United States
- Department of Ophthalmology, Duke University Medical Center, Durham, North Carolina, United States
| | - Ala Moshiri
- Department of Ophthalmology & Vision Science, University of California, Davis, Sacramento, California, United States
| | - Sara M. Thomasy
- Department of Ophthalmology & Vision Science, University of California, Davis, Sacramento, California, United States
| | - Glenn Yiu
- Department of Ophthalmology & Vision Science, University of California, Davis, Sacramento, California, United States
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Influence of Clinical and Genetic Factors on the Progression of Age-Related Macular Degeneration: A 3-Year Follow-Up. J Clin Med 2023; 12:jcm12051963. [PMID: 36902750 PMCID: PMC10004408 DOI: 10.3390/jcm12051963] [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: 01/01/2023] [Revised: 02/08/2023] [Accepted: 02/27/2023] [Indexed: 03/06/2023] Open
Abstract
The aim of the present study was to analyze the relationship of age-related macular degeneration (AMD) progression with clinical characteristics, demographic, and environmental risk factors that would affect disease development. In addition, the influence of three genetic AMD polymorphisms (CFH Y402H, ARMS2 A69S, and PRPH2 c.582-67T>A) on AMD progression was investigated. In total, 94 participants with previously diagnosed early or intermediate AMD in at least one eye were recalled for an updated re-evaluation after 3 years. The initial visual outcomes, medical history, retinal imaging data, and choroidal imaging data were collected to characterize the AMD disease status. Among the AMD patients, 48 demonstrated AMD progression, and 46 showed no disease worsening at 3 years. Disease progression was significantly associated with worse initial visual acuity (OR = 6.74, 95% CI = 1.24-36.79, p = 0.03) and the presence of the wet AMD subtype in fellow eyes (OR = 3.79, 95%CI = 0.94-15.2, p = 0.05). In addition, a higher risk of AMD progression appeared in the patients with active thyroxine supplementation (OR = 4.77, CI = 1.25-18.25, p = 0.002). The CC variant of CFH Y402H was associated with AMD advancement compared to the TC+TT phenotype (OR = 2.76, 95% CI: 0.98-7.79, p = 0.05). Identifying risk factors of AMD progression may lead to earlier intervention and better outcomes, preventing the expansion of the late stage of the disease.
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