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Sakai D, Mandai M, Hirami Y, Yamamoto M, Ito SI, Igarashi S, Yokota S, Uyama H, Fujihara M, Maeda A, Terada M, Nishida M, Shibata Y, Hayashi N, Iseki K, Miura T, Kajita K, Ishida M, Sugita S, Maeda T, Takahashi M, Kurimoto Y. Transplant of Induced Pluripotent Stem Cell-Derived Retinal Pigment Epithelium Strips for Macular Degeneration and Retinitis Pigmentosa. OPHTHALMOLOGY SCIENCE 2025; 5:100770. [PMID: 40296985 PMCID: PMC12036055 DOI: 10.1016/j.xops.2025.100770] [Citation(s) in RCA: 2] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Received: 12/18/2024] [Revised: 02/13/2025] [Accepted: 03/12/2025] [Indexed: 04/30/2025]
Abstract
Purpose To explore the safety and efficacy of the allogeneic induced pluripotent stem cell (iPSC)-derived retinal pigment epithelium (RPE) strip transplantation for patients with RPE degeneration. Design Single-arm, open-label, interventional study. Participants Three eyes from 3 patients clinically diagnosed with RPE impairment disease; 1 patient had dry age-related macular degeneration (AMD), and remaining 2 patients had MERTK-associated retinitis pigmentosa. Intervention Allogeneic iPSC-derived RPE strip transplantation was performed by a 25-gauge pars plana vitrectomy. The RPE strips were prepared by incubating iPSC-derived RPE cells in 2-mm-wide grooves in the mold. Artificial retinal detachment was generated using a 38-gauge subretinal cannula, and the RPE strips were injected into the retinal bleb using a 31-gauge cannula with the maximum graft dose limited to 2 strips. Main Outcome Measures The reduction of RPE abnormal area by the engraftment of transplanted allogeneic iPSC-derived RPE cells, which was measured by analyzing fluorescein angiography with an automated evaluation program at pretransplantation and up to 52 weeks posttransplantation. Results The primary endpoint of reducing abnormal areas of RPE through the survival of the transplanted graft cells was achieved in all patients at 52 weeks posttransplantation. Visual function assessments confirmed significant vision-related quality of life improvement and potential retinal sensitivity restoration in 1 patient with dry AMD. The successful subretinal delivery of the iPSC-derived RPE strips was confirmed during and immediately after surgery. The engraftment of RPE cells migrated out from the strips was observed using polarization-sensitive OCT specifically and visualized as characteristic hexagonal cells via adaptive optics imaging in all patients. While no serious adverse events occurred, suspected immune reactions to graft cells and epiretinal membrane formation were observed in 1 patient each. Conclusions A decrease in the RPE abnormal area by reliable delivery of allogeneic iPSC-derived RPE strips was achieved in all 3 cases with no serious adverse events. Further long-term studies and larger cohorts with better preoperative vision are warranted to evaluate the safety and efficacy of RPE strip transplantation. Financial Disclosures Proprietary or commercial disclosure may be found in the Footnotes and Disclosures at the end of this article.
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Affiliation(s)
- Daiki Sakai
- Department of Ophthalmology, Kobe City Eye Hospital, Kobe, Japan
- Department of Ophthalmology, Kobe City Medical Center General Hospital, Kobe, Japan
- Division of Ophthalmology, Department of Surgery, Kobe University Graduate School of Medicine, Kobe, Japan
| | - Michiko Mandai
- Department of Ophthalmology, Kobe City Eye Hospital, Kobe, Japan
- Department of Ophthalmology, Kobe City Medical Center General Hospital, Kobe, Japan
| | - Yasuhiko Hirami
- Department of Ophthalmology, Kobe City Eye Hospital, Kobe, Japan
- Department of Ophthalmology, Kobe City Medical Center General Hospital, Kobe, Japan
| | - Midori Yamamoto
- Department of Ophthalmology, Kobe City Eye Hospital, Kobe, Japan
| | - Shin-ichiro Ito
- Department of Ophthalmology, Kobe City Eye Hospital, Kobe, Japan
- Department of Ophthalmology, Kobe City Medical Center General Hospital, Kobe, Japan
| | - Saori Igarashi
- Department of Ophthalmology, Kobe City Eye Hospital, Kobe, Japan
- Department of Ophthalmology, Kobe City Medical Center General Hospital, Kobe, Japan
| | - Satoshi Yokota
- Department of Ophthalmology, Kobe City Eye Hospital, Kobe, Japan
- Department of Ophthalmology, Kobe City Medical Center General Hospital, Kobe, Japan
| | - Hirofumi Uyama
- Department of Ophthalmology, Kobe City Eye Hospital, Kobe, Japan
- Department of Ophthalmology, Kobe City Medical Center General Hospital, Kobe, Japan
| | - Masashi Fujihara
- Department of Ophthalmology, Kobe City Eye Hospital, Kobe, Japan
- Department of Ophthalmology, Kobe City Medical Center General Hospital, Kobe, Japan
| | - Akiko Maeda
- Department of Ophthalmology, Kobe City Eye Hospital, Kobe, Japan
- Department of Ophthalmology, Kobe City Medical Center General Hospital, Kobe, Japan
| | - Motoki Terada
- Department of Ophthalmology, Kobe City Eye Hospital, Kobe, Japan
- VCCT Inc., Kobe, Japan
| | - Mitsuhiro Nishida
- Department of Ophthalmology, Kobe City Eye Hospital, Kobe, Japan
- VCCT Inc., Kobe, Japan
| | - Yumiko Shibata
- Department of Ophthalmology, Kobe City Eye Hospital, Kobe, Japan
- VCCT Inc., Kobe, Japan
| | - Naoko Hayashi
- Department of Ophthalmology, Kobe City Eye Hospital, Kobe, Japan
| | - Kyoko Iseki
- Department of Ophthalmology, Kobe City Eye Hospital, Kobe, Japan
- VCCT Inc., Kobe, Japan
| | - Takuya Miura
- Department of Ophthalmology, Kobe City Eye Hospital, Kobe, Japan
| | - Keisuke Kajita
- Department of Ophthalmology, Kobe City Eye Hospital, Kobe, Japan
- Department of Ophthalmology, Institute of Biomedical Sciences, Tokushima University, Graduate School, Tokushima, Japan
| | - Masaaki Ishida
- Department of Ophthalmology, Kobe City Eye Hospital, Kobe, Japan
- Department of Ophthalmology, Toyama University, Toyama, Japan
| | - Sunao Sugita
- Department of Ophthalmology, Kobe City Eye Hospital, Kobe, Japan
| | - Tadao Maeda
- Department of Ophthalmology, Kobe City Eye Hospital, Kobe, Japan
- VCCT Inc., Kobe, Japan
| | - Masayo Takahashi
- Department of Ophthalmology, Kobe City Eye Hospital, Kobe, Japan
- VCCT Inc., Kobe, Japan
| | - Yasuo Kurimoto
- Department of Ophthalmology, Kobe City Eye Hospital, Kobe, Japan
- Department of Ophthalmology, Kobe City Medical Center General Hospital, Kobe, Japan
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Li J, Liu J, Das V, Le H, Aguilera N, Bower AJ, Giannini JP, Lu R, Abouassali S, Chew EY, Brooks BP, Zein WM, Huryn LA, Volkov A, Liu T, Tam J. Artificial intelligence assisted clinical fluorescence imaging achieves in vivo cellular resolution comparable to adaptive optics ophthalmoscopy. COMMUNICATIONS MEDICINE 2025; 5:105. [PMID: 40269122 PMCID: PMC12019174 DOI: 10.1038/s43856-025-00803-z] [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: 08/05/2023] [Accepted: 03/10/2025] [Indexed: 04/25/2025] Open
Abstract
BACKGROUND Advancements in biomedical optical imaging have enabled researchers to achieve cellular-level imaging in the living human body. However, research-grade technology is not always widely available in routine clinical practice. In this paper, we incorporated artificial intelligence (AI) with standard clinical imaging to successfully obtain images of the retinal pigment epithelial (RPE) cells in living human eyes. METHODS Following intravenous injection of indocyanine green (ICG) dye, subjects were imaged by both conventional instruments and adaptive optics (AO) ophthalmoscopy. To improve the visibility of RPE cells in conventional ICG images, we demonstrate both a hardware approach using a custom lens add-on and an AI-based approach using a stratified cycleGAN network. RESULTS We observe similar fluorescent mosaic patterns arising from labeled RPE cells on both conventional and AO images, suggesting that cellular-level imaging of RPE may be obtainable using conventional imaging, albeit at lower resolution. Results show that higher resolution ICG RPE images of both healthy and diseased eyes can be obtained from conventional images using AI with a potential 220-fold improvement in time. CONCLUSIONS The application of using AI as an add-on module for existing instrumentation is an important step towards routine screening and detection of disease at earlier stages.
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Affiliation(s)
- Joanne Li
- National Eye Institute, National Institutes of Health, Bethesda, MD, 20892, USA
| | - Jianfei Liu
- National Eye Institute, National Institutes of Health, Bethesda, MD, 20892, USA
| | - Vineeta Das
- National Eye Institute, National Institutes of Health, Bethesda, MD, 20892, USA
| | - Hong Le
- National Eye Institute, National Institutes of Health, Bethesda, MD, 20892, USA
| | - Nancy Aguilera
- National Eye Institute, National Institutes of Health, Bethesda, MD, 20892, USA
| | - Andrew J Bower
- National Eye Institute, National Institutes of Health, Bethesda, MD, 20892, USA
| | - John P Giannini
- National Eye Institute, National Institutes of Health, Bethesda, MD, 20892, USA
| | - Rongwen Lu
- National Eye Institute, National Institutes of Health, Bethesda, MD, 20892, USA
| | - Sarah Abouassali
- National Eye Institute, National Institutes of Health, Bethesda, MD, 20892, USA
| | - Emily Y Chew
- National Eye Institute, National Institutes of Health, Bethesda, MD, 20892, USA
| | - Brian P Brooks
- National Eye Institute, National Institutes of Health, Bethesda, MD, 20892, USA
| | - Wadih M Zein
- National Eye Institute, National Institutes of Health, Bethesda, MD, 20892, USA
| | - Laryssa A Huryn
- National Eye Institute, National Institutes of Health, Bethesda, MD, 20892, USA
| | - Andrei Volkov
- National Eye Institute, National Institutes of Health, Bethesda, MD, 20892, USA
| | - Tao Liu
- National Eye Institute, National Institutes of Health, Bethesda, MD, 20892, USA
| | - Johnny Tam
- National Eye Institute, National Institutes of Health, Bethesda, MD, 20892, USA.
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Lei LY, Zhao Y, Cai TR, Feng SG, Yao J. Reduction of photoreceptor cell packing density in low or moderative myopia detected with adaptive optics scanning laser ophthalmoscopy. Int J Ophthalmol 2025; 18:683-690. [PMID: 40256027 PMCID: PMC11947543 DOI: 10.18240/ijo.2025.04.15] [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: 04/20/2024] [Accepted: 11/19/2024] [Indexed: 04/22/2025] Open
Abstract
AIM To assess the variations in photoreceptor cell packing density (PCPD) across the retina among young healthy individuals with emmetropia, low and moderate myopia. METHODS High-resolution adaptive optics scanning laser ophthalmoscopy (AOSLO) systems were utilized for retinal imaging with a large sampling window of 700 µm×700 µm. The study cohort included 14 emmetropic [spherical equivalent (SE) ranged +0.5 to -0.5 D], 15 low myopic (SE ranged -0.5 to -3 D) and 21 moderate myopic (SE ranged -3 to -6 D) healthy young adults. Photoreceptors at 3° temporal, 6° superior and inferior 6° were captured. Statistical analysis was then performed to obtain PCPD and cell spacing. RESULTS The average age of participants was 22.54±2.86 (ranged 20-30y) with no difference among 3 groups. At 3° temporal, the emmetropic group exhibited the highest PCPD of 15 186.16±2050.54 cells/mm2, while the low and moderate myopic groups had PCPD of 14 009.15±1073.01 and 13 466.92±1121.71 cells/mm2, respectively. At 3° temporal, the emmetropic group also had the smallest cell spacing at 6.66±0.26 mm, compared to 6.85±0.26 and 6.91±0.28 mm for the low and moderate myopic groups, respectively. Compared to the emmetropic group, at 3° temporal, the myopic groups showed significantly reduced PCPD (low myopia: P=0.032; moderate myopia: P=0.001). At 6° inferior, the moderate myopic group exhibited a significant decrease in PCPD (P=0.013), while at 6° superior, there were no significant statistical differences in PCPD for the low and moderate myopic groups (P>0.05). In comparison to the emmetropic group, only the moderate myopic group showed significantly increased cell spacing at all three positions (temporal 3°: P=0.011, superior 6°: P=0.046, inferior 6°: P=0.013). Correlation analysis revealed a positive correlation between PCPD and axial length changes (P<0.05). CONCLUSION Reduced PCPD and increased cell spacing strongly correlated with refractive error in mild to moderate myopic eyes, especially at 6° inferior to the fovea and the decreased PCPD in the macular region of myopic patients may be associated with increased axial length-induced retinal stretching.
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Affiliation(s)
- Lin-Yi Lei
- The Affiliated Eye Hospital of Nanjing Medical University, Nanjing 210029, Jiangsu Province, China
- The Fourth School of Clinical Medicine, Nanjing Medical University, Nanjing 210029, Jiangsu Province, China
| | - Yue Zhao
- The Affiliated Eye Hospital of Nanjing Medical University, Nanjing 210029, Jiangsu Province, China
| | - Tang-Ren Cai
- The Affiliated Eye Hospital of Nanjing Medical University, Nanjing 210029, Jiangsu Province, China
- The Fourth School of Clinical Medicine, Nanjing Medical University, Nanjing 210029, Jiangsu Province, China
| | - Si-Guo Feng
- The Affiliated Eye Hospital of Nanjing Medical University, Nanjing 210029, Jiangsu Province, China
- The Fourth School of Clinical Medicine, Nanjing Medical University, Nanjing 210029, Jiangsu Province, China
| | - Jin Yao
- The Affiliated Eye Hospital of Nanjing Medical University, Nanjing 210029, Jiangsu Province, China
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Vasilescu MA, Macovei ML. The Perspective of Using Optical Coherence Tomography in Ophthalmology: Present and Future Applications. Diagnostics (Basel) 2025; 15:402. [PMID: 40002553 PMCID: PMC11854452 DOI: 10.3390/diagnostics15040402] [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: 11/06/2024] [Revised: 01/17/2025] [Accepted: 02/05/2025] [Indexed: 02/27/2025] Open
Abstract
Optical coherence tomography (OCT) imaging plays a major role in the field of diagnosing, monitoring, and treating ophthalmological diseases. Since its introduction in the early 1990s, OCT technology has continued to advance both in the direction of acquisition quality and technique. In this manuscript, we concentrate on actual and future applications of OCT in the ophthalmology field, reviewing multiple types of OCT techniques and systems, such as visible-light OCT, adaptative optics OCT, intraoperative OCT, wide-field OCT, and more. All of them allow better monitoring of ocular diseases, earlier and broader diagnosis, and a more suitable treatment. Furthermore, overviewing all these technologies could play a pivotal role in research, leading to an advance in understanding the pathophysiology of targeted diseases. Finally, the aim of the present review was to evaluate the technical advances in OCT and their actual and potential clinical applications.
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Affiliation(s)
- Mario A. Vasilescu
- Department of Ophthalmology, “Dr. Carol Davila” Central Military Emergency University Hospital, 010825 Bucharest, Romania;
| | - Mioara L. Macovei
- Department of Ophthalmology, “Dr. Carol Davila” Central Military Emergency University Hospital, 010825 Bucharest, Romania;
- Ophthalmology Department, “Carol Davila” University of Medicine and Pharmacy, 050474 Bucharest, Romania
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5
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Parameswarappa DC, Kulkarni A, Sahoo NK, Padhy SK, Singh SR, Héon E, Chhablani J. From Cellular to Metabolic: Advances in Imaging of Inherited Retinal Diseases. Diagnostics (Basel) 2024; 15:28. [PMID: 39795556 PMCID: PMC11720060 DOI: 10.3390/diagnostics15010028] [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: 11/12/2024] [Revised: 12/19/2024] [Accepted: 12/24/2024] [Indexed: 01/13/2025] Open
Abstract
Background: Inherited retinal diseases (IRDs) are a genetically complex group of disorders, usually resulting in progressive vision loss due to retinal degeneration. Traditional imaging methods help in structural assessments, but limitations exist in early functional cellular-level detection that are crucial for guiding new therapies. Methods: This review includes a systematic search of PubMed and Google Scholar for studies on advanced imaging techniques for IRDs. Results: Key modalities covered are adaptive optics, fluorescence lifetime imaging ophthalmoscopy, polarization-sensitive optical coherence tomography, optoretinography, mitochondrial imaging, flavoprotein fluorescence imaging, and retinal oximetry. Each imaging method covers its principles, acquisition techniques, data from healthy eyes, applications in IRDs with specific examples, and current challenges and future directions. Conclusions: Emerging technologies, including adaptive optics and metabolic imaging, offer promising potential for cellular-level imaging and functional correlation in IRDs, allowing for earlier intervention and improved therapeutic targeting. Their integration into clinical practice may significantly improve IRD management and patient outcomes.
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Affiliation(s)
- Deepika C. Parameswarappa
- Ophthalmology and Vision Sciences, Hospital for Sick Children, University of Toronto, Toronto, ON M5S 1E8, Canada
| | - Ashwini Kulkarni
- Anant Bajaj Retina Institute, LV Prasad Eye Institute, Vijayawada 521134, India
| | - Niroj Kumar Sahoo
- Anant Bajaj Retina Institute, LV Prasad Eye Institute, Vijayawada 521134, India
| | - Srikanta Kumar Padhy
- Anant Bajaj Retina Institute, LV Prasad Eye Institute, Bhubaneswar 751024, India
| | | | - Elise Héon
- Ophthalmology and Vision Sciences, Hospital for Sick Children, University of Toronto, Toronto, ON M5S 1E8, Canada
- Genetics and Genome Biology, SickKids Research Institute, Toronto, ON M5G 1E8, Canada
| | - Jay Chhablani
- UPMC Eye Centre and Choroidal Analysis and Research (CAR) Lab, University of Pittsburgh, Pittsburgh, PA 15213, USA
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6
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Liu Y, Crowell JA, Kurokawa K, Bernucci MT, Ji Q, Lassoued A, Jung HW, Keller MJ, Marte ME, Miller DT. Ultrafast adaptive optics for imaging the living human eye. Nat Commun 2024; 15:10409. [PMID: 39613735 PMCID: PMC11607088 DOI: 10.1038/s41467-024-54687-z] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/06/2023] [Accepted: 11/19/2024] [Indexed: 12/01/2024] Open
Abstract
Adaptive optics (AO) is a powerful method for correcting dynamic aberrations in numerous applications. When applied to the eye, it enables cellular-resolution retinal imaging and enhanced visual performance and stimulation. Most ophthalmic AO systems correct dynamic aberrations up to 1-2 Hz, the commonly-known cutoff frequency for correcting ocular aberrations. However, this frequency may be grossly underestimated for more clinically relevant scenarios where the medical impact of AO will be greatest. Unfortunately, little is known about the aberration dynamics in these scenarios. A major bottleneck has been the lack of sufficiently fast AO systems to measure and correct them. We develop an ultrafast ophthalmic AO system that increases AO bandwidth by ~30× and improves aberration power rejection magnitude by 500×. We demonstrate that this much faster ophthalmic AO is possible without sacrificing other system performances. We find that the discontinuous-exposure AO-control scheme runs 32% slower yet achieves 53% larger AO bandwidth than the commonly used continuous-exposure scheme. Using the ultrafast system, we characterize ocular aberration dynamics in six clinically-relevant scenarios and find their power spectra to be 10-100× larger than normal. We show that ultrafast AO substantially improves aberration correction and retinal imaging performance in these scenarios compared with conventional AO.
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Affiliation(s)
- Yan Liu
- School of Optometry, Indiana University, Bloomington, IN, USA.
| | - James A Crowell
- School of Optometry, Indiana University, Bloomington, IN, USA
| | - Kazuhiro Kurokawa
- School of Optometry, Indiana University, Bloomington, IN, USA
- Discoveries in Sight Research Laboratories, Devers Eye Institute, Legacy Research Institute, Legacy Health, Portland, OR, USA
| | | | - Qiuzhi Ji
- School of Optometry, Indiana University, Bloomington, IN, USA
| | - Ayoub Lassoued
- School of Optometry, Indiana University, Bloomington, IN, USA
- Centre Hospitalier National d'Ophtalmologie des Quinze-Vingts Centre d'investigation clinique, Paris, Île-de-France, France; Institut de la vision, Paris, Île-de-France, Paris, France
| | - Hae Won Jung
- School of Optometry, Indiana University, Bloomington, IN, USA
- University of Houston, Houston, TX, USA
| | | | - Mary E Marte
- School of Optometry, Indiana University, Bloomington, IN, USA
- Richard L. Roudebush VAMC, Indianapolis, IN, USA
| | - Donald T Miller
- School of Optometry, Indiana University, Bloomington, IN, USA.
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Mecê P, Gocho K, Harmening W, Rossi E, Young L. Editorial: Advances in optical imaging for ophthalmology: new developments, clinical applications and perspectives. FRONTIERS IN OPHTHALMOLOGY 2024; 4:1496015. [PMID: 39479555 PMCID: PMC11521964 DOI: 10.3389/fopht.2024.1496015] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Key Words] [Track Full Text] [Subscribe] [Scholar Register] [Received: 09/13/2024] [Accepted: 09/19/2024] [Indexed: 11/02/2024]
Affiliation(s)
- Pedro Mecê
- Institut Langevin, ESPCI Paris, CNRS, PSL University, Paris, France
| | - Kiyoko Gocho
- Centre d’Investigation Clinique, Quinze-Vingts National Ophthalmology Hospital, Paris, France
| | - Wolf Harmening
- Rheinische Friedrich-Wilhelms-Universität Bonn, University Eye Hospital, Bonn, Germany
| | - Ethan Rossi
- Department of Ophthalmology, University of Pittsburgh School of Medicine, Pittsburgh, PA, United States
| | - Laura Young
- Biosciences Institute, Newcastle University, Newcastle, United Kingdom
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8
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Cooper RF, Kalaparambath S, Aguirre GK, Morgan JIW. Morphology of the normative human cone photoreceptor mosaic and a publicly available adaptive optics montage repository. Sci Rep 2024; 14:23166. [PMID: 39369063 PMCID: PMC11455974 DOI: 10.1038/s41598-024-74274-y] [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: 04/02/2024] [Accepted: 09/24/2024] [Indexed: 10/07/2024] Open
Abstract
Adaptive optics ophthalmoscopy has enabled visualization of the in vivo human photoreceptor mosaic in health, disease and its treatment. Despite this, the clinical utility of the imaging technology has been limited by a lack of automated analysis techniques capable of accurately quantifying photoreceptor structure and a lack of an available normative image database. Here, we present a fully automated algorithm for estimating cone spacing and density over a complete adaptive optics montage along with a database of normative images and cone densities. We imaged the cone mosaics surrounding the fovea and along the horizontal and vertical meridians of fifty normal-sighted controls with a custom-built, multimodal adaptive optics scanning light ophthalmoscope. Cone spacing was automatically measured in the frequency domain and spacing measurements were converted to estimates of cone density at all locations across the montage. Consistent with previous reports, cone density measurements were highest near fovea (152,906 ± 53,209 cones/mm2) and decreased exponentially with eccentricity. A 2.5-fold variation was found in cone density estimates at 0.1 mm, this variation decreased to 1.75-fold at 1 mm. We provide all images, mosaic quantifications, and automated software open source. This database will aid investigators in translating adaptive optics ophthalmoscopy to clinical applications.
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Affiliation(s)
- Robert F Cooper
- Joint Department of Biomedical Engineering, Marquette University and Medical College of Wisconsin, Milwaukee, USA
- Department of Ophthalmology, Medical College of Wisconsin, Milwaukee, USA
| | - Snega Kalaparambath
- Scheie Eye Institute, Department of Ophthalmology, University of Pennsylvania, Philadelphia, USA
| | | | - Jessica I W Morgan
- Scheie Eye Institute, Department of Ophthalmology, University of Pennsylvania, Philadelphia, USA.
- Center for Advanced Retinal and Ocular Therapeutics, University of Pennsylvania, Philadelphia, USA.
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Bratasz Z, Martinache O, Sverdlin J, Gatinel D, Atlan M. Aberration compensation in Doppler holography of the human eye fundus by subaperture signal correlation. BIOMEDICAL OPTICS EXPRESS 2024; 15:5660-5673. [PMID: 39421762 PMCID: PMC11482168 DOI: 10.1364/boe.528568] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Figures] [Subscribe] [Scholar Register] [Received: 05/14/2024] [Revised: 07/12/2024] [Accepted: 07/14/2024] [Indexed: 10/19/2024]
Abstract
The process of obtaining images of capillary vessels in the human eye's fundus using Doppler holography encounters difficulties due to ocular aberrations. To enhance the accuracy of these images, it is advantageous to apply an adaptive aberration correction technique. This study focuses on numerical Shack-Hartmann, which employs sub-pupil correlation as the wavefront sensing method. Application of this technique to Doppler holography encounters unique challenges due to the holographic detection properties. A detailed comparative analysis of the regularization technique against direct gradient integration in the estimation of aberrations is made. Two different reference images for the measurement of image shifts across subapertures are considered. The comparison reveals that direct gradient integration exhibits greater effectiveness in correcting asymmetrical aberrations.
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Affiliation(s)
- Zofia Bratasz
- Institut Langevin, ESPCI Paris, PSL University, CNRS, 75005 Paris, France
- Quinze-Vingts National Eye Hospital, 28 rue de Charenton, Paris 75012, France
| | - Olivier Martinache
- Institut Langevin, ESPCI Paris, PSL University, CNRS, 75005 Paris, France
- Quinze-Vingts National Eye Hospital, 28 rue de Charenton, Paris 75012, France
| | - Julia Sverdlin
- Quinze-Vingts National Eye Hospital, 28 rue de Charenton, Paris 75012, France
- Essilor Instruments, France
| | - Damien Gatinel
- Rothschild Ophthalmologic Foundation, Clinical Studies Department, Paris 75019, France
| | - Michael Atlan
- Institut Langevin, ESPCI Paris, PSL University, CNRS, 75005 Paris, France
- Quinze-Vingts National Eye Hospital, 28 rue de Charenton, Paris 75012, France
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10
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Huang X, Hargrave A, Bentley J, Dubra A. Biometry study of foveal isoplanatic patch variation for adaptive optics retinal imaging. BIOMEDICAL OPTICS EXPRESS 2024; 15:5674-5690. [PMID: 39421787 PMCID: PMC11482173 DOI: 10.1364/boe.536645] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Figures] [Subscribe] [Scholar Register] [Received: 07/15/2024] [Revised: 08/15/2024] [Accepted: 08/17/2024] [Indexed: 10/19/2024]
Abstract
The change in ocular wavefront aberrations with visual angle determines the isoplanatic patch, defined as the largest field of view over which diffraction-limited retinal imaging can be achieved. Here, we study how the isoplanatic patch at the foveal center varies across 32 schematic eyes, each individualized with optical biometry estimates of corneal and crystalline lens surface topography, assuming a homogeneous refractive index for the crystalline lens. The foveal isoplanatic patches were calculated using real ray tracing through 2, 4, 6 and 8 mm pupil diameters for wavelengths of 400-1200 nm, simulating five adaptive optics (AO) strategies. Three of these strategies, used in flood illumination, point-scanning, and line-scanning ophthalmoscopes, apply the same wavefront correction across the entire field of view, resulting in almost identical isoplanatic patches. Two time-division multiplexing (TDM) strategies are proposed to increase the isoplanatic patch of AO scanning ophthalmoscopes through field-varying wavefront correction. Results revealed substantial variation in isoplanatic patch size across eyes (40-500%), indicating that the field of view in AO ophthalmoscopes should be adjusted for each eye. The median isoplanatic patch size decreases with increasing pupil diameter, coarsely following a power law. No statistically significant correlations were found between isoplanatic patch size and axial length. The foveal isoplanatic patch increases linearly with wavelength, primarily due to its wavelength-dependent definition (wavefront root-mean-squared, RMS <λ/14), rather than aberration chromatism. Additionally, ray tracing reveals that in strongly ametropic eyes, induced aberrations can result in wavefront RMS errors as large as λ/3 for an 8-mm pupil, with implications for wavefront sensing, open-loop ophthalmic AO, spectacle prescription and refractive surgery.
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Affiliation(s)
- Xiaojing Huang
- Institute of Optics, University of Rochester, Rochester, New York 14620, USA
- Byers Eye Institute, Stanford University, Palo Alto, California 94303, USA
| | - Aubrey Hargrave
- Byers Eye Institute, Stanford University, Palo Alto, California 94303, USA
| | - Julie Bentley
- Institute of Optics, University of Rochester, Rochester, New York 14620, USA
| | - Alfredo Dubra
- Byers Eye Institute, Stanford University, Palo Alto, California 94303, USA
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11
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Kreis J, Carroll J. Applications of Adaptive Optics Imaging for Studying Conditions Affecting the Fovea. Annu Rev Vis Sci 2024; 10:239-262. [PMID: 38635871 DOI: 10.1146/annurev-vision-102122-100022] [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] [Indexed: 04/20/2024]
Abstract
The fovea is a highly specialized region of the central retina, defined by an absence of inner retinal layers and the accompanying vasculature, an increased density of cone photoreceptors, a near absence of rod photoreceptors, and unique private-line photoreceptor to midget ganglion cell circuitry. These anatomical specializations support high-acuity vision in humans. While direct study of foveal shape and size is routinely performed using optical coherence tomography, examination of the other anatomical specializations of the fovea has only recently become possible using an array of adaptive optics (AO)-based imaging tools. These devices correct for the eye's monochromatic aberrations and permit cellular-resolution imaging of the living retina. In this article, we review the application of AO-based imaging techniques to conditions affecting the fovea, with an emphasis on how imaging has advanced our understanding of pathophysiology.
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Affiliation(s)
- Joseph Kreis
- Department of Cell Biology, Neurobiology & Anatomy, Medical College of Wisconsin, Milwaukee, Wisconsin, USA; ,
| | - Joseph Carroll
- Joint Department of Biomedical Engineering, Marquette University and the Medical College of Wisconsin, Milwaukee, Wisconsin, USA
- Department of Ophthalmology & Visual Sciences, Medical College of Wisconsin, Milwaukee, Wisconsin, USA
- Department of Cell Biology, Neurobiology & Anatomy, Medical College of Wisconsin, Milwaukee, Wisconsin, USA; ,
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12
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Liu X, Zhu H, Zhang H, Xia S. The Framework of Quantifying Biomarkers of OCT and OCTA Images in Retinal Diseases. SENSORS (BASEL, SWITZERLAND) 2024; 24:5227. [PMID: 39204923 PMCID: PMC11359948 DOI: 10.3390/s24165227] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Figures] [Subscribe] [Scholar Register] [Received: 07/05/2024] [Revised: 08/01/2024] [Accepted: 08/10/2024] [Indexed: 09/04/2024]
Abstract
Despite the significant advancements facilitated by previous research in introducing a plethora of retinal biomarkers, there is a lack of research addressing the clinical need for quantifying different biomarkers and prioritizing their importance for guiding clinical decision making in the context of retinal diseases. To address this issue, our study introduces a novel framework for quantifying biomarkers derived from optical coherence tomography (OCT) and optical coherence tomography angiography (OCTA) images in retinal diseases. We extract 452 feature parameters from five feature types, including local binary patterns (LBP) features of OCT and OCTA, capillary and large vessel features, and the foveal avascular zone (FAZ) feature. Leveraging this extensive feature set, we construct a classification model using a statistically relevant p value for feature selection to predict retinal diseases. We obtain a high accuracy of 0.912 and F1-score of 0.906 in the task of disease classification using this framework. We find that OCT and OCTA's LBP features provide a significant contribution of 77.12% to the significance of biomarkers in predicting retinal diseases, suggesting their potential as latent indicators for clinical diagnosis. This study employs a quantitative analysis framework to identify potential biomarkers for retinal diseases in OCT and OCTA images. Our findings suggest that LBP parameters, skewness and kurtosis values of capillary, the maximum, mean, median, and standard deviation of large vessel, as well as the eccentricity, compactness, flatness, and anisotropy index of FAZ, may serve as significant indicators of retinal conditions.
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Affiliation(s)
- Xiaoli Liu
- School of Biological Science and Medical Engineering, Beihang University, Beijing 100191, China
| | - Haogang Zhu
- Hangzhou International Innovation Institute, Beihang University, Beijing 100191, China
| | - Hanji Zhang
- School of Medical Technology, Tianjin Medical University, Tianjin 300203, China
| | - Shaoyan Xia
- School of Medical Technology, Tianjin Medical University, Tianjin 300203, China
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13
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Song H, Hang H, Li K, Rossi EA, Zhang J. LONGITUDINAL ADAPTIVE OPTICS SCANNING LASER OPHTHALMOSCOPY REVEALS REGIONAL VARIATION IN CONE AND ROD PHOTORECEPTOR LOSS IN STARGARDT DISEASE. Retina 2024; 44:1403-1412. [PMID: 38484106 PMCID: PMC11269039 DOI: 10.1097/iae.0000000000004104] [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] [Indexed: 04/12/2024]
Abstract
PURPOSE To investigate the temporal sequence of changes in the photoreceptor cell mosaic in patients with Stargardt disease type 1, using adaptive optics scanning laser ophthalmoscopy. METHODS Two brothers with genetically confirmed Stargardt disease type 1 underwent comprehensive eye exams, spectral-domain optical coherence tomography, fundus autofluorescence, and adaptive optics scanning laser ophthalmoscopy imaging 3 times over the course of 28 months. Confocal images of the cones and rods were obtained from the central fovea to 10° inferiorly. Photoreceptors were counted in sampling windows at 100- µ m intervals of 200 µ m × 200 µ m for cones and 50 µ m × 50 µ m for rods, using custom cell marking software with manual correction. Photoreceptor density and spacing were measured and compared across imaging sessions using one-way analysis of variance. RESULTS Adaptive optics scanning laser ophthalmoscopy revealed the younger brother had a 30% decline in foveal cone density after 8 months, followed by complete loss of foveal cones at 28 months; the older brother had no detectable foveal cones at baseline. In the peripheral macula, cone and rod spacings were greater than normal in both patients. The ratio of the cone spacing to rod spacing was greater than normal across all eccentricities, with a greater divergence closer to the foveal center. CONCLUSION Cone cell loss may be an early pathogenetic step in Stargardt disease. Adaptive optics scanning laser ophthalmoscopy provides the capability to track individual photoreceptor changes longitudinally in Stargardt disease.
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Affiliation(s)
- Hongxin Song
- Beijing Tongren Eye Center, Beijing Institute of Ophthalmology, Beijing Tongren Hospital, Capital Medical University, Beijing Key Laboratory of Ophthalmology and visual Sciences, National Engineering Research Center for Ophthalmology. Beijing, China
| | - Hui Hang
- Department of Ophthalmology, Jiangsu Province Hospital and Nanjing Medical University First Affiliated Hospital. Nanjing, China
| | - Kaiwen Li
- Advanced Ophthalmology Laboratory (AOL), Robotrak Technologies, Nanjing, China
| | - Ethan A. Rossi
- Department of Ophthalmology, University of Pittsburgh, Pittsburgh, Pennsylvania, USA
| | - Jie Zhang
- Advanced Ophthalmology Laboratory (AOL), Robotrak Technologies, Nanjing, China
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14
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Raghavendra AJ, Damani A, Oechsli S, Magder LS, Liu Z, Hammer DX, Saeedi OJ. Measurement of retinal blood flow precision in the human eye with multimodal adaptive optics imaging. BIOMEDICAL OPTICS EXPRESS 2024; 15:4625-4641. [PMID: 39346998 PMCID: PMC11427214 DOI: 10.1364/boe.524944] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Grants] [Track Full Text] [Figures] [Subscribe] [Scholar Register] [Received: 04/15/2024] [Revised: 06/08/2024] [Accepted: 06/30/2024] [Indexed: 10/01/2024]
Abstract
Impaired retinal blood flow (RBF) autoregulation plays a key role in the development and progression of several ocular diseases, including glaucoma and diabetic retinopathy. Clinically, reproducible RBF quantitation could significantly improve early diagnosis and disease management. Several non-invasive techniques have been developed but are limited for retinal microvasculature flow measurements due to their low signal-to-noise ratio and poor lateral resolution. In this study, we demonstrate reproducible vessel caliber and retinal blood flow velocity measurements in healthy human volunteers using a high-resolution (spatial and temporal) multimodal adaptive optics system with scanning laser ophthalmoscopy and optical coherence tomography.
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Affiliation(s)
- Achyut J Raghavendra
- Department of Ophthalmology and Visual Sciences, University of Maryland School of Medicine, Baltimore, Maryland 21201, USA
- Center for Devices and Radiological Health (CDRH), U. S. Food and Drug Administration (FDA), Silver Spring, Maryland 20993, USA
| | - Aashka Damani
- Department of Ophthalmology and Visual Sciences, University of Maryland School of Medicine, Baltimore, Maryland 21201, USA
| | - Saige Oechsli
- Department of Ophthalmology and Visual Sciences, University of Maryland School of Medicine, Baltimore, Maryland 21201, USA
| | - Laurence S Magder
- Department of Epidemiology and Public Health, University of Maryland School of Medicine, Baltimore, Maryland 21201, USA
| | - Zhuolin Liu
- Center for Devices and Radiological Health (CDRH), U. S. Food and Drug Administration (FDA), Silver Spring, Maryland 20993, USA
| | - Daniel X Hammer
- Center for Devices and Radiological Health (CDRH), U. S. Food and Drug Administration (FDA), Silver Spring, Maryland 20993, USA
| | - Osamah J Saeedi
- Department of Ophthalmology and Visual Sciences, University of Maryland School of Medicine, Baltimore, Maryland 21201, USA
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15
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Zhang F, Kovalick K, Raghavendra A, Soltanian-Zadeh S, Farsiu S, Hammer DX, Liu Z. In vivo imaging of human retinal ganglion cells using optical coherence tomography without adaptive optics. BIOMEDICAL OPTICS EXPRESS 2024; 15:4675-4688. [PMID: 39346995 PMCID: PMC11427184 DOI: 10.1364/boe.533249] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Figures] [Subscribe] [Scholar Register] [Received: 06/18/2024] [Revised: 06/21/2024] [Accepted: 06/25/2024] [Indexed: 10/01/2024]
Abstract
Retinal ganglion cells play an important role in human vision, and their degeneration results in glaucoma and other neurodegenerative diseases. Imaging these cells in the living human retina can greatly improve the diagnosis and treatment of glaucoma. However, owing to their translucent soma and tight packing arrangement within the ganglion cell layer (GCL), successful imaging has only been achieved with sophisticated research-grade adaptive optics (AO) systems. For the first time we demonstrate that GCL somas can be resolved and cell morphology can be quantified using non-AO optical coherence tomography (OCT) devices with optimal parameter configuration and post-processing.
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Affiliation(s)
- Furu Zhang
- Center for Devices and Radiological Health (CDRH), U.S. Food and Drug Administration, Silver Spring, MD 20993, USA
| | - Katherine Kovalick
- Center for Devices and Radiological Health (CDRH), U.S. Food and Drug Administration, Silver Spring, MD 20993, USA
| | - Achyut Raghavendra
- Center for Devices and Radiological Health (CDRH), U.S. Food and Drug Administration, Silver Spring, MD 20993, USA
| | | | - Sina Farsiu
- Department of Biomedical Engineering, Duke University, Durham, NC 27708, USA
| | - Daniel X. Hammer
- Center for Devices and Radiological Health (CDRH), U.S. Food and Drug Administration, Silver Spring, MD 20993, USA
| | - Zhuolin Liu
- Center for Devices and Radiological Health (CDRH), U.S. Food and Drug Administration, Silver Spring, MD 20993, USA
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16
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De Bruyn H, Johnson M, Moretti M, Ahmed S, Mujat M, Akula JD, Glavan T, Mihalek I, Aslaksen S, Molday LL, Molday RS, Berkowitz BA, Fulton AB. The Surviving, Not Thriving, Photoreceptors in Patients with ABCA4 Stargardt Disease. Diagnostics (Basel) 2024; 14:1545. [PMID: 39061682 PMCID: PMC11275370 DOI: 10.3390/diagnostics14141545] [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: 05/31/2024] [Revised: 06/25/2024] [Accepted: 07/02/2024] [Indexed: 07/28/2024] Open
Abstract
Stargardt disease (STGD1), associated with biallelic variants in the ABCA4 gene, is the most common heritable macular dystrophy and is currently untreatable. To identify potential treatment targets, we characterized surviving STGD1 photoreceptors. We used clinical data to identify macular regions with surviving STGD1 photoreceptors. We compared the hyperreflective bands in the optical coherence tomographic (OCT) images that correspond to structures in the STGD1 photoreceptor inner segments to those in controls. We used adaptive optics scanning light ophthalmoscopy (AO-SLO) to study the distribution of cones and AO-OCT to evaluate the interface of photoreceptors and retinal pigment epithelium (RPE). We found that the profile of the hyperreflective bands differed dramatically between patients with STGD1 and controls. AO-SLOs showed patches in which cone densities were similar to those in healthy retinas and others in which the cone population was sparse. In regions replete with cones, there was no debris at the photoreceptor-RPE interface. In regions with sparse cones, there was abundant debris. Our results raise the possibility that pharmaceutical means may protect surviving photoreceptors and so mitigate vision loss in patients with STGD1.
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Affiliation(s)
- Hanna De Bruyn
- Department of Ophthalmology, Boston Children’s Hospital, Boston, MA 02115, USA; (H.D.B.)
| | - Megan Johnson
- Department of Ophthalmology, Visual and Anatomical Sciences, Wayne State University School of Medicine, Detroit, MI 48201, USA
| | - Madelyn Moretti
- Department of Ophthalmology, Visual and Anatomical Sciences, Wayne State University School of Medicine, Detroit, MI 48201, USA
| | - Saleh Ahmed
- Department of Ophthalmology, Visual and Anatomical Sciences, Wayne State University School of Medicine, Detroit, MI 48201, USA
| | - Mircea Mujat
- Physical Sciences, Inc., 20 New England Business Center, Andover, MA 01810, USA;
| | - James D. Akula
- Department of Ophthalmology, Boston Children’s Hospital, Boston, MA 02115, USA; (H.D.B.)
- Department of Ophthalmology, Harvard Medical School, Boston, MA 02115, USA
| | - Tomislav Glavan
- Department of Molecular Medicine and Biotechnology, Faculty of Medicine, University of Rijeka, 51000 Rijeka, Croatia
| | - Ivana Mihalek
- Department of Molecular Medicine and Biotechnology, Faculty of Medicine, University of Rijeka, 51000 Rijeka, Croatia
| | - Sigrid Aslaksen
- Department of Biochemistry and Molecular Biology, University of British Columbia, Vancouver, BC V6T 1Z4, Canada
- Department of Clinical Science, University of Bergen, 5007 Bergen, Norway
- Department of Medical Genetics, Haukeland University Hospital, 5009 Bergen, Norway
| | - Laurie L. Molday
- Department of Biochemistry and Molecular Biology, University of British Columbia, Vancouver, BC V6T 1Z4, Canada
| | - Robert S. Molday
- Department of Biochemistry and Molecular Biology, University of British Columbia, Vancouver, BC V6T 1Z4, Canada
| | - Bruce A. Berkowitz
- Department of Ophthalmology, Visual and Anatomical Sciences, Wayne State University School of Medicine, Detroit, MI 48201, USA
| | - Anne B. Fulton
- Department of Ophthalmology, Boston Children’s Hospital, Boston, MA 02115, USA; (H.D.B.)
- Department of Ophthalmology, Harvard Medical School, Boston, MA 02115, USA
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17
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Xu P, Cooper RF, Jiang YY, Morgan JIW. Parafoveal cone function in choroideremia assessed with adaptive optics optoretinography. Sci Rep 2024; 14:8339. [PMID: 38594294 PMCID: PMC11004114 DOI: 10.1038/s41598-024-58059-x] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/13/2023] [Accepted: 03/25/2024] [Indexed: 04/11/2024] Open
Abstract
Choroideremia (CHM) is an X-linked retinal degeneration leading to loss of the photoreceptors, retinal pigment epithelium (RPE), and choroid. Adaptive optics optoretinography is an emerging technique for noninvasive, objective assessment of photoreceptor function. Here, we investigate parafoveal cone function in CHM using adaptive optics optoretinography and compare with cone structure and clinical assessments of vision. Parafoveal cone mosaics of 10 CHM and four normal-sighted participants were imaged with an adaptive optics scanning light ophthalmoscope. While acquiring video sequences, a 2 s 550Δ10 nm, 450 nW/deg2 stimulus was presented. Videos were registered and the intensity of each cone in each frame was extracted, normalized, standardized, and aggregated to generate the population optoretinogram (ORG) over time. A gamma-pdf was fit to the ORG and the peak was extracted as ORG amplitude. CHM ORG amplitudes were compared to normal and were correlated with bound cone density, ellipsoid zone to RPE/Bruch's membrane (EZ-to-RPE/BrM) distance, and foveal sensitivity using Pearson correlation analysis. ORG amplitude was significantly reduced in CHM compared to normal (0.22 ± 0.15 vs. 1.34 ± 0.31). In addition, CHM ORG amplitude was positively correlated with cone density, EZ-to-RPE/BrM distance, and foveal sensitivity. Our results demonstrate promise for using ORG as a biomarker of photoreceptor function.
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Affiliation(s)
- Peiluo Xu
- Department of Bioengineering, University of Pennsylvania, Philadelphia, PA, 19104, USA
- Scheie Eye Institute, University of Pennsylvania, Philadelphia, PA, 19104, USA
| | - Robert F Cooper
- Department of Ophthalmology, Joint Department of Biomedical Engineering, Medical College of Wisconsin, Marquette University and Medical College of Wisconsin, Milwaukee, WI, 53233, USA
| | - Yu You Jiang
- Scheie Eye Institute, University of Pennsylvania, Philadelphia, PA, 19104, USA
- Center for Advanced Retinal and Ocular Therapeutics, University of Pennsylvania, Philadelphia, PA, 19104, USA
| | - Jessica I W Morgan
- Scheie Eye Institute, University of Pennsylvania, Philadelphia, PA, 19104, USA.
- Center for Advanced Retinal and Ocular Therapeutics, University of Pennsylvania, Philadelphia, PA, 19104, USA.
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18
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Huang RS, Mihalache A, Popovic MM, Munn C, Balas M, Issa M, Melo IM, Friedman A, Wright T, Yan P, Muni RH. ASSOCIATION OF INTRAVENOUS FLUORESCEIN ANGIOGRAPHY AND ADAPTIVE OPTICS IMAGING IN DIABETIC RETINOPATHY: A Prospective Case Series. Retina 2024; 44:689-699. [PMID: 38011843 DOI: 10.1097/iae.0000000000004012] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/29/2023]
Abstract
PURPOSE To our knowledge, we present the first case series investigating the relationship between adaptive optics (AO) imaging and intravenous fluorescein angiography (IVFA) parameters in patients with diabetic retinopathy. METHODS Consecutive patients with diabetic retinopathy older than age 18 years presenting to a single center in Toronto, Canada, from 2020 to 2021 were recruited. Adaptive optics was performed with the RTX1 camera (Imagine Eyes, Orsay, France) at retinal eccentricities of 2° and 4°. Intravenous fluorescein angiography was assessed with the artificial intelligence-based RETICAD system to extract blood flow, perfusion, and blood-retinal-barrier (BRB) permeability at the same retinal locations. Correlations between AO and IVFA parameters were calculated using Pearson's correlation coefficient. RESULTS Across nine cases, a significant positive correlation existed between photoreceptor spacing on AO and BRB permeability (r = 0.303, P = 0.027), as well as perfusion (r = 0.272, P = 0.049) on IVFA. When stratified by location, a significant positive correlation between photoreceptor dispersion and both BRB permeability and perfusion (r = 0.770, P = 0.043; r = 0.846, P = 0.034, respectively) was observed. Cone density was also negatively correlated with BRB permeability (r = -0.819, P = 0.046). CONCLUSION Photoreceptor spacing on AO was significantly correlated with BRB permeability and perfusion on IVFA in patients with diabetic retinopathy. Future studies with larger sample sizes are needed to understand the relationship between AO and IVFA parameters in diverse patient populations.
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Affiliation(s)
- Ryan S Huang
- Temerty Faculty of Medicine, University of Toronto, Toronto, Ontario, Canada
| | - Andrew Mihalache
- Temerty Faculty of Medicine, University of Toronto, Toronto, Ontario, Canada
| | - Marko M Popovic
- Department of Ophthalmology and Vision Sciences, University of Toronto, Toronto, Ontario, Canada
| | - Colyn Munn
- Emagix Inc, Halifax, Nova Scotia, Canada
- Department of Medical Neuroscience, Faculty of Medicine, Dalhousie University, Halifax, Nova Scotia, Canada
| | - Michael Balas
- Temerty Faculty of Medicine, University of Toronto, Toronto, Ontario, Canada
| | - Mariam Issa
- Temerty Faculty of Medicine, University of Toronto, Toronto, Ontario, Canada
| | - Isabela Martins Melo
- Department of Ophthalmology and Vision Sciences, University of Toronto, Toronto, Ontario, Canada
| | - Alon Friedman
- Emagix Inc, Halifax, Nova Scotia, Canada
- Department of Medical Neuroscience, Faculty of Medicine, Dalhousie University, Halifax, Nova Scotia, Canada
| | - Tom Wright
- Kensington Vision and Research Centre, Kensington Eye Institute, Toronto, Ontario, Canada; and
| | - Peng Yan
- Department of Ophthalmology and Vision Sciences, University of Toronto, Toronto, Ontario, Canada
- Kensington Vision and Research Centre, Kensington Eye Institute, Toronto, Ontario, Canada; and
| | - Rajeev H Muni
- Department of Ophthalmology and Vision Sciences, University of Toronto, Toronto, Ontario, Canada
- Department of Ophthalmology, St. Michael's Hospital/Unity Health Toronto, Toronto, Ontario, Canada
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19
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Kalitzeos A, Michaelides M, Dubra A. Minimum intensity projection of embossed quadrant-detection images for improved photoreceptor mosaic visualisation. FRONTIERS IN OPHTHALMOLOGY 2024; 4:1349297. [PMID: 39148554 PMCID: PMC11325185 DOI: 10.3389/fopht.2024.1349297] [Citation(s) in RCA: 2] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Subscribe] [Scholar Register] [Received: 12/04/2023] [Accepted: 02/12/2024] [Indexed: 08/17/2024]
Abstract
Non-confocal split-detection imaging reveals the cone photoreceptor inner segment mosaic in a plethora of retinal conditions, with the potential of providing insight to ageing, disease, and response to treatment processes, in vivo, and allows the screening of candidates for cell rescue therapies. This imaging modality complements confocal reflectance adaptive optics scanning light ophthalmoscopy, which relies on the waveguiding properties of cones, as well as their orientation toward the pupil. Split-detection contrast, however, is directional, with each cone inner segment appearing as opposite dark and bright semicircles, presenting a challenge for either manual or automated cell identification. Quadrant-detection imaging, an evolution of split detection, could be used to generate images without directional dependence. Here, we demonstrate how the embossed-filtered quadrant-detection images, originally proposed by Migacz et al. for visualising hyalocytes, can also be used to generate photoreceptor mosaic images with better and non-directional contrast for improved visualisation. As a surrogate of visualisation improvement between legacy split-detection images and the images resulting from the method described herein, we provide preliminary results of simple image processing routines that may enable the automated identification of generic image features, as opposed to complex algorithms developed specifically for photoreceptor identification, in pathological retinas.
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Affiliation(s)
- Angelos Kalitzeos
- Institute of Ophthalmology, University College London, London, United Kingdom
- National Institute for Health and Care Research, Biomedical Research Centre, Moorfields Eye Hospital, London, United Kingdom
| | - Michel Michaelides
- Institute of Ophthalmology, University College London, London, United Kingdom
- National Institute for Health and Care Research, Biomedical Research Centre, Moorfields Eye Hospital, London, United Kingdom
| | - Alfredo Dubra
- Byers Eye Institute, Stanford University, Palo Alto, CA, United States
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20
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Liu R, Wang X, Hoshi S, Zhang Y. Substrip-based registration and automatic montaging of adaptive optics retinal images. BIOMEDICAL OPTICS EXPRESS 2024; 15:1311-1330. [PMID: 38404341 PMCID: PMC10890855 DOI: 10.1364/boe.514447] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Grants] [Track Full Text] [Figures] [Subscribe] [Scholar Register] [Received: 11/29/2023] [Revised: 01/22/2024] [Accepted: 01/24/2024] [Indexed: 02/27/2024]
Abstract
Precise registration and montage are critical for high-resolution adaptive optics retinal image analysis but are challenged by rapid eye movement. We present a substrip-based method to improve image registration and facilitate the automatic montaging of adaptive optics scanning laser ophthalmoscopy (AOSLO). The program first batches the consecutive images into groups based on a translation threshold and selects an image with minimal distortion within each group as the reference. Within each group, the software divides each image into multiple strips and calculates the Normalized Cross-Correlation with the reference frame using two substrips at both ends of the whole strip to estimate the strip translation, producing a registered image. Then, the software aligns the registered images of all groups also using a substrip based registration, thereby generating a montage with cell-for-cell precision in the overlapping areas of adjacent frames. The algorithm was evaluated with AOSLO images acquired in human subjects with normal macular health and patients with age-related macular degeneration (AMD). Images with a motion amplitude of up to 448 pixels in the fast scanner direction over a frame of 512 × 512 pixels can be precisely registered. Automatic montage spanning up to 22.6 degrees on the retina was achieved on a cell-to-cell precision with a low misplacement rate of 0.07% (11/16,501 frames) in normal eyes and 0.51% (149/29,051 frames) in eyes with AMD. Substrip based registration significantly improved AOSLO registration accuracy.
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Affiliation(s)
- Ruixue Liu
- Doheny Eye Institute, Pasadena, CA 91103, USA
| | | | - Sujin Hoshi
- Doheny Eye Institute, Pasadena, CA 91103, USA
- Department of Ophthalmology, University of California - Los Angeles, Los Angeles, CA 90024, USA
- Department of Ophthalmology, University of Tsukuba, Ibaraki, Japan
| | - Yuhua Zhang
- Doheny Eye Institute, Pasadena, CA 91103, USA
- Department of Ophthalmology, University of California - Los Angeles, Los Angeles, CA 90024, USA
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21
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Soomro SR, Sager S, Paniagua-Diaz AM, Prieto PM, Artal P. Head-mounted adaptive optics visual simulator. BIOMEDICAL OPTICS EXPRESS 2024; 15:608-623. [PMID: 38404335 PMCID: PMC10890873 DOI: 10.1364/boe.506858] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Figures] [Subscribe] [Scholar Register] [Received: 09/25/2023] [Revised: 12/22/2023] [Accepted: 12/26/2023] [Indexed: 02/27/2024]
Abstract
Adaptive optics visual simulation is a powerful tool for vision testing and evaluation. However, the existing instruments either have fixed tabletop configurations or, being wearable, only offer the correction of defocus. This paper proposes a novel head-mounted adaptive optics visual simulator that can measure and modify complex ocular aberrations in real-time. The prototype is composed of two optical modules, one for the objective assessment of aberrations and the second for wavefront modulation, all of which are integrated into a wearable headset. The device incorporates a microdisplay for stimulus generation, a liquid crystal on silicon (LCoS) spatial light modulator for wavefront manipulation, and a Hartmann-Shack wavefront sensor. Miniature optical components and optical path folding structures, together with in-house 3D printed mounts and housing, were adapted to realize the compact size. The system was calibrated by characterizing and compensating the internal aberrations of the visual relay. The performance of the prototype was analyzed by evaluating the measurement and compensation of low-order and higher-order aberrations induced through trial lenses and phase masks in an artificial eye. The defocus curves for a simulated bifocal diffractive lens were evaluated in real eyes. The results show high accuracy while measuring and compensating for the induced defocus, astigmatism, and higher-order aberrations, whereas the MTF analysis shows post-correction resolution of up to 37.5 cycles/degree (VA 1.25). Moreover, the subjective test results show the defocus curves closely matched to a commercial desktop visual simulator.
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Affiliation(s)
- Shoaib R. Soomro
- Voptica S.L., Campus de Espinardo (Edificio Pleiades), 30100 Murcia, Spain
- Electronic Engineering Department, Mehran University of Engineering and Technology, Pakistan
| | - Santiago Sager
- Voptica S.L., Campus de Espinardo (Edificio Pleiades), 30100 Murcia, Spain
- Laboratorio de Óptica, Universidad de Murcia, Campus de Espinardo (Edificio 34), 30100 Murcia, Spain
| | - Alba M. Paniagua-Diaz
- Laboratorio de Óptica, Universidad de Murcia, Campus de Espinardo (Edificio 34), 30100 Murcia, Spain
| | - Pedro M. Prieto
- Laboratorio de Óptica, Universidad de Murcia, Campus de Espinardo (Edificio 34), 30100 Murcia, Spain
| | - Pablo Artal
- Laboratorio de Óptica, Universidad de Murcia, Campus de Espinardo (Edificio 34), 30100 Murcia, Spain
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22
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Vienola KV, Holmes JA, Glasso Z, Rossi EA. Head stabilization apparatus for high-resolution ophthalmic imaging. APPLIED OPTICS 2024; 63:940-944. [PMID: 38437390 PMCID: PMC11210293 DOI: 10.1364/ao.513801] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 11/21/2023] [Accepted: 12/23/2023] [Indexed: 03/06/2024]
Abstract
Head movement must be stabilized to enable high-quality data collection from optical instrumentation such as eye trackers and ophthalmic imaging devices. Though critically important for imaging, head stabilization is often an afterthought in the design of advanced ophthalmic imaging systems, and experimental devices often adapt used and/or discarded equipment from clinical devices for this purpose. Alternatively, those seeking the most stable solution possible, including many users of adaptive optics ophthalmoscopy systems, utilize bite bars. Bite bars can provide excellent stability but are time consuming to fabricate, decreasing imaging efficiency, and uncomfortable for many patients, especially the elderly and/or those with prosthodontics such as dentures who may refuse participation in a study that requires one. No commercial vendors specifically offer head mount solutions for experimental ophthalmic imaging devices, resulting in nearly every custom device having a different solution for this commonly encountered problem. Parallelizing the head stabilization apparatus across different custom devices may improve standardization of experimental imaging systems for clinical trials and other multicenter investigations. Here we introduce a head mount design for ophthalmic imaging that is modular, adjustable, and customizable to the constraints of different experimental imaging configurations. The three points of head contact in our solution provide excellent stabilization across a range of head sizes and shapes from small children to adults, and the ease of adjustment afforded by our design minimizes the time to get participants stabilized and comfortable.
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Affiliation(s)
- Kari V. Vienola
- Department of Ophthalmology, University of Pittsburgh, Pittsburgh, PA, 15213, USA
| | - John A. Holmes
- Department of Bioengineering, University of Pittsburgh Swanson School of Engineering, Pittsburgh, PA 15213, USA
| | - Zolten Glasso
- Department of Bioengineering, University of Pittsburgh Swanson School of Engineering, Pittsburgh, PA 15213, USA
| | - Ethan A. Rossi
- Department of Ophthalmology, University of Pittsburgh, Pittsburgh, PA, 15213, USA
- Department of Bioengineering, University of Pittsburgh Swanson School of Engineering, Pittsburgh, PA 15213, USA
- McGowan Institute for Regenerative Medicine, University of Pittsburgh, Pittsburgh, PA, 15213, USA
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23
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Britten-Jones AC, Thai L, Flanagan JPM, Bedggood PA, Edwards TL, Metha AB, Ayton LN. Adaptive optics imaging in inherited retinal diseases: A scoping review of the clinical literature. Surv Ophthalmol 2024; 69:51-66. [PMID: 37778667 DOI: 10.1016/j.survophthal.2023.09.006] [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: 03/09/2023] [Revised: 09/22/2023] [Accepted: 09/25/2023] [Indexed: 10/03/2023]
Abstract
Adaptive optics (AO) imaging enables direct, objective assessments of retinal cells. Applications of AO show great promise in advancing our understanding of the etiology of inherited retinal disease (IRDs) and discovering new imaging biomarkers. This scoping review systematically identifies and summarizes clinical studies evaluating AO imaging in IRDs. Ovid MEDLINE and EMBASE were searched on February 6, 2023. Studies describing AO imaging in monogenic IRDs were included. Study screening and data extraction were performed by 2 reviewers independently. This review presents (1) a broad overview of the dominant areas of research; (2) a summary of IRD characteristics revealed by AO imaging; and (3) a discussion of methodological considerations relating to AO imaging in IRDs. From 140 studies with AO outcomes, including 2 following subretinal gene therapy treatments, 75% included fewer than 10 participants with AO imaging data. Of 100 studies that included participants' genetic diagnoses, the most common IRD genes with AO outcomes are CNGA3, CNGB3, CHM, USH2A, and ABCA4. Confocal reflectance AO scanning laser ophthalmoscopy was the most reported imaging modality, followed by flood-illuminated AO and split-detector AO. The most common outcome was cone density, reported quantitatively in 56% of studies. Future research areas include guidelines to reduce variability in the reporting of AO methodology and a focus on functional AO techniques to guide the development of therapeutic interventions.
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Affiliation(s)
- Alexis Ceecee Britten-Jones
- Department of Optometry and Vision Sciences, Faculty of Medicine, Dentistry and Health Sciences, University of Melbourne, Parkville, VIC, Australia; Department of Surgery (Ophthalmology), Faculty of Medicine, Dentistry and Health Sciences, University of Melbourne, Parkville, VIC, Australia; Centre for Eye Research Australia, Royal Victorian Eye and Ear Hospital, Melbourne, VIC, Australia.
| | - Lawrence Thai
- Department of Surgery (Ophthalmology), Faculty of Medicine, Dentistry and Health Sciences, University of Melbourne, Parkville, VIC, Australia; Centre for Eye Research Australia, Royal Victorian Eye and Ear Hospital, Melbourne, VIC, Australia
| | - Jeremy P M Flanagan
- Department of Surgery (Ophthalmology), Faculty of Medicine, Dentistry and Health Sciences, University of Melbourne, Parkville, VIC, Australia; Centre for Eye Research Australia, Royal Victorian Eye and Ear Hospital, Melbourne, VIC, Australia
| | - Phillip A Bedggood
- Department of Optometry and Vision Sciences, Faculty of Medicine, Dentistry and Health Sciences, University of Melbourne, Parkville, VIC, Australia
| | - Thomas L Edwards
- Department of Surgery (Ophthalmology), Faculty of Medicine, Dentistry and Health Sciences, University of Melbourne, Parkville, VIC, Australia; Centre for Eye Research Australia, Royal Victorian Eye and Ear Hospital, Melbourne, VIC, Australia
| | - Andrew B Metha
- Department of Optometry and Vision Sciences, Faculty of Medicine, Dentistry and Health Sciences, University of Melbourne, Parkville, VIC, Australia
| | - Lauren N Ayton
- Department of Optometry and Vision Sciences, Faculty of Medicine, Dentistry and Health Sciences, University of Melbourne, Parkville, VIC, Australia; Department of Surgery (Ophthalmology), Faculty of Medicine, Dentistry and Health Sciences, University of Melbourne, Parkville, VIC, Australia; Centre for Eye Research Australia, Royal Victorian Eye and Ear Hospital, Melbourne, VIC, Australia
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24
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Adejumo T, Ma G, Son T, Kim TH, Le D, Dadzie AK, Ahmed S, Yao X. Adaptive vessel tracing and segmentation in OCT enables the robust detection of wall-to-lumen ratio abnormalities in 5xFAD mice. BIOMEDICAL OPTICS EXPRESS 2023; 14:6350-6360. [PMID: 38420326 PMCID: PMC10898580 DOI: 10.1364/boe.504317] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Grants] [Track Full Text] [Figures] [Subscribe] [Scholar Register] [Received: 08/31/2023] [Revised: 10/25/2023] [Accepted: 11/12/2023] [Indexed: 03/02/2024]
Abstract
The wall-to-lumen ratio (WLR) of retinal blood vessels promises a sensitive marker for the physiological assessment of eye conditions. However, in vivo measurement of vessel wall thickness and lumen diameter is still technically challenging, hindering the wide application of WLR in research and clinical settings. In this study, we demonstrate the feasibility of using optical coherence tomography (OCT) as one practical method for in vivo quantification of WLR in the retina. Based on three-dimensional vessel tracing, lateral en face and axial B-scan profiles of individual vessels were constructed. By employing adaptive depth segmentation that adjusts to the individual positions of each blood vessel for en face OCT projection, the vessel wall thickness and lumen diameter could be reliably quantified. A comparative study of control and 5xFAD mice confirmed WLR as a sensitive marker of the eye condition.
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Affiliation(s)
- Tobiloba Adejumo
- Department of Biomedical Engineering, University of Illinois Chicago, Chicago, IL 60607, USA
| | - Guangying Ma
- Department of Biomedical Engineering, University of Illinois Chicago, Chicago, IL 60607, USA
| | - Taeyoon Son
- Department of Biomedical Engineering, University of Illinois Chicago, Chicago, IL 60607, USA
| | - Tae-Hoon Kim
- Department of Biomedical Engineering, University of Illinois Chicago, Chicago, IL 60607, USA
| | - David Le
- Department of Biomedical Engineering, University of Illinois Chicago, Chicago, IL 60607, USA
| | - Albert K Dadzie
- Department of Biomedical Engineering, University of Illinois Chicago, Chicago, IL 60607, USA
| | - Shaiban Ahmed
- Department of Biomedical Engineering, University of Illinois Chicago, Chicago, IL 60607, USA
| | - Xincheng Yao
- Department of Biomedical Engineering, University of Illinois Chicago, Chicago, IL 60607, USA
- Department of Ophthalmology and Visual Sciences, University of Illinois Chicago, Chicago, IL 60612, USA
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25
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Hammer DX, Kovalick K, Liu Z, Chen C, Saeedi OJ, Harrison DM. Cellular-Level Visualization of Retinal Pathology in Multiple Sclerosis With Adaptive Optics. Invest Ophthalmol Vis Sci 2023; 64:21. [PMID: 37971733 PMCID: PMC10664728 DOI: 10.1167/iovs.64.14.21] [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: 06/13/2023] [Accepted: 10/09/2023] [Indexed: 11/19/2023] Open
Abstract
Purpose To apply adaptive optics-optical coherence tomography (AO-OCT) to quantify multiple sclerosis (MS)-induced changes in axonal bundles in the macular nerve fiber layer, ganglion cell somas, and macrophage-like cells at the vitreomacular interface. Methods We used AO-OCT imaging in a pilot study of MS participants (n = 10), including those without and with a history of optic neuritis (ON, n = 4), and healthy volunteers (HV, n = 9) to reveal pathologic changes to inner retinal cells and structures affected by MS. Results We found that nerve fiber layer axonal bundles had 38% lower volume in MS participants (1.5 × 10-3 mm3) compared to HVs (2.4 × 10-3 mm3; P < 0.001). Retinal ganglion cell (RGC) density was 51% lower in MS participants (12.3 cells/mm2 × 1000) compared to HVs (25.0 cells/mm2 × 1000; P < 0.001). Spatial differences across the macula were observed in RGC density. RGC diameter was 15% higher in MS participants (11.7 µm) compared to HVs (10.1 µm; P < 0.001). A nonsignificant trend of higher density of macrophage-like cells in MS eyes was also observed. For all AO-OCT measures, outcomes were worse for MS participants with a history of ON compared to MS participants without a history of ON. AO-OCT measures were associated with key visual and physical disabilities in the MS cohort. Conclusions Our findings demonstrate the utility of AO-OCT for highly sensitive and specific detection of neurodegenerative changes in MS. Moreover, the results shed light on the mechanisms that underpin specific neuronal pathology that occurs when MS attacks the retina. The new findings support the further development of AO-based biomarkers for MS.
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Affiliation(s)
- Daniel X. Hammer
- Division of Biomedical Physics, Office of Science and Engineering Laboratories, Center for Devices and Radiological Health, U.S. Food and Drug Administration, Silver Spring, Maryland, United States
| | - Katherine Kovalick
- Division of Biomedical Physics, Office of Science and Engineering Laboratories, Center for Devices and Radiological Health, U.S. Food and Drug Administration, Silver Spring, Maryland, United States
- Department of Neurology, University of Maryland School of Medicine, Baltimore, Maryland, United States
| | - Zhuolin Liu
- Division of Biomedical Physics, Office of Science and Engineering Laboratories, Center for Devices and Radiological Health, U.S. Food and Drug Administration, Silver Spring, Maryland, United States
| | - Chixiang Chen
- Division of Biostatistics and Bioinformatics, Department of Epidemiology and Public Health, University of Maryland School of Medicine, Baltimore, Maryland, United States
- Department of Neurology, University of Maryland School of Medicine, Baltimore, Maryland, United States
| | - Osamah J. Saeedi
- Department of Ophthalmology and Visual Sciences, University of Maryland School of Medicine, Baltimore, Maryland, United States
| | - Daniel M. Harrison
- Department of Neurology, University of Maryland School of Medicine, Baltimore, Maryland, United States
- Department of Neurology, Baltimore VA Medical Center, Baltimore, Maryland, United States
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26
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Samelska K, Szaflik JP, Guszkowska M, Kurowska AK, Zaleska-Żmijewska A. Characteristics of Rare Inherited Retinal Dystrophies in Adaptive Optics-A Study on 53 Eyes. Diagnostics (Basel) 2023; 13:2472. [PMID: 37568834 PMCID: PMC10417470 DOI: 10.3390/diagnostics13152472] [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: 05/16/2023] [Revised: 07/21/2023] [Accepted: 07/24/2023] [Indexed: 08/13/2023] Open
Abstract
Inherited retinal dystrophies (IRDs) are genetic disorders that lead to the bilateral degeneration of the retina, causing irreversible vision loss. These conditions often manifest during the first and second decades of life, and their primary symptoms can be non-specific. Diagnostic processes encompass assessments of best-corrected visual acuity, fundoscopy, optical coherence tomography, fundus autofluorescence, fluorescein angiography, electrophysiological tests, and genetic testing. This study focuses on the application of adaptive optics (AO), a non-invasive retinal examination, for the assessment of patients with IRDs. AO facilitates the high-quality, detailed observation of retinal photoreceptor structures (cones and rods) and enables the quantitative analysis of parameters such as cone density (DM), cone spacing (SM), cone regularity (REG), and Voronoi analysis (N%6). AO examinations were conducted on eyes diagnosed with Stargardt disease (STGD, N=36), cone dystrophy (CD, N=9), and cone-rod dystrophy (CRD, N=8), and on healthy eyes (N=14). There were significant differences in the DM, SM, REG, and N%6 parameters between the healthy and IRD-affected eyes (p<0.001 for DM, SM, and REG; p=0.008 for N%6). The mean DM in the CD, CRD, and STGD groups was 8900.39/mm2, 9296.32/mm2, and 16,209.66/mm2, respectively, with a significant inter-group difference (p=0.006). The mean SM in the CD, CRD, and STGD groups was 12.37 μm, 14.82 μm, and 9.65 μm, respectively, with a significant difference observed between groups (p=0.002). However, no significant difference was found in REG and N%6 among the CD, CRD, and STGD groups. Significant differences were found in SM and DM between CD and STGD (p=0.014 for SM; p=0.003 for DM) and between CRD and STGD (p=0.027 for SM; p=0.003 for DM). Our findings suggest that AO holds significant potential as an impactful diagnostic tool for IRDs.
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Affiliation(s)
- Katarzyna Samelska
- Department of Ophthalmology, Medical University of Warsaw, 02-091 Warsaw, Poland
- SPKSO Ophthalmic University Hospital, 00-576 Warsaw, Poland
| | - Jacek Paweł Szaflik
- Department of Ophthalmology, Medical University of Warsaw, 02-091 Warsaw, Poland
- SPKSO Ophthalmic University Hospital, 00-576 Warsaw, Poland
| | | | - Anna Katarzyna Kurowska
- Department of Ophthalmology, Medical University of Warsaw, 02-091 Warsaw, Poland
- SPKSO Ophthalmic University Hospital, 00-576 Warsaw, Poland
| | - Anna Zaleska-Żmijewska
- Department of Ophthalmology, Medical University of Warsaw, 02-091 Warsaw, Poland
- SPKSO Ophthalmic University Hospital, 00-576 Warsaw, Poland
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27
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Xu P, Jiang YY, Morgan JIW. Cone Photoreceptor Morphology in Choroideremia Assessed Using Non-Confocal Split-Detection Adaptive Optics Scanning Light Ophthalmoscopy. Invest Ophthalmol Vis Sci 2023; 64:36. [PMID: 37504961 PMCID: PMC10383007 DOI: 10.1167/iovs.64.10.36] [Citation(s) in RCA: 3] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/06/2023] [Accepted: 07/10/2023] [Indexed: 07/29/2023] Open
Abstract
Purpose Choroideremia (CHM) is an X-linked inherited retinal degeneration causing loss of the photoreceptors, retinal pigment epithelium, and choriocapillaris, although patients typically retain a central island of relatively preserved, functioning retina until late-stage disease. Here, we investigate cone photoreceptor morphology within the retained retinal island by examining cone inner segment area, density, circularity, and intercone space. Methods Using a custom-built, multimodal adaptive optics scanning light ophthalmoscope, nonconfocal split-detection images of the photoreceptor mosaic were collected at 1°, 2°, and 4° temporal to the fovea from 13 CHM and 12 control subjects. Cone centers were manually identified, and cone borders were segmented. A custom MATLAB script was used to extract area and circularity for each cone and calculate the percentage of intercone space in each region of interest. Bound cone density was also calculated. An unbalanced two-way ANOVA and Bonferroni post hoc tests were used to assess statistical differences between the CHM and control groups and along retinal eccentricity. Results Cone density was lower in the CHM group than in the control group (P < 0.001) and decreased with eccentricity from the fovea (P < 0.001). CHM cone inner segments were larger in area (P < 0.001) and more circular (P = 0.042) than those of the controls. Intercone space in CHM was also higher than in the controls (P < 0.001). Conclusions Cone morphology is altered in CHM compared to control, even within the centrally retained, functioning retinal area. Further studies are required to determine whether such morphology is a precursor to cone degeneration.
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Affiliation(s)
- Peiluo Xu
- Department of Bioengineering, School of Engineering and Applied Sciences, University of Pennsylvania, Philadelphia, Pennsylvania, United States
| | - Yu You Jiang
- Scheie Eye Institute, Department of Ophthalmology, University of Pennsylvania, Philadelphia, Pennsylvania, United States
- Center for Advanced Retinal and Ocular Therapeutics, University of Pennsylvania, Philadelphia, Pennsylvania, United States
| | - Jessica I. W. Morgan
- Scheie Eye Institute, Department of Ophthalmology, University of Pennsylvania, Philadelphia, Pennsylvania, United States
- Center for Advanced Retinal and Ocular Therapeutics, University of Pennsylvania, Philadelphia, Pennsylvania, United States
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28
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Tabernero J, Lundström L, Schwarz C, Vohnsen B. Introduction to Visual and Physiological Optics feature issue of Biomedical Optics Express and JOSA A. BIOMEDICAL OPTICS EXPRESS 2023; 14:3853-3855. [PMID: 37497525 PMCID: PMC10368042 DOI: 10.1364/boe.499269] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Subscribe] [Scholar Register] [Received: 06/28/2023] [Indexed: 07/28/2023]
Abstract
This feature issue collects articles presented at the tenth Visual and Physiological Optics meeting (VPO2022), held August 29-31, 2022, in Cambridge, UK. This joint feature issue between Biomedical Optics Express and Journal of the Optical Society of America A includes articles that cover the broad range of topics addressed at the meeting and examples of the current state of research in the field.
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29
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Tabernero J, Lundström L, Schwarz C, Vohnsen B. Visual and Physiological Optics: introduction to the joint feature issue in Biomedical Optics Express and Journal of the Optical Society of America A. JOURNAL OF THE OPTICAL SOCIETY OF AMERICA. A, OPTICS, IMAGE SCIENCE, AND VISION 2023; 40:VPO1-VPO2. [PMID: 37706749 DOI: 10.1364/josaa.499270] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Subscribe] [Scholar Register] [Received: 06/28/2023] [Indexed: 09/15/2023]
Abstract
This feature issue collects articles presented at the tenth Visual and Physiological Optics meeting (VPO2022), held August 29-31, 2022, in Cambridge, UK. This joint feature issue between Biomedical Optics Express and Journal of the Optical Society of America A includes articles that cover the broad range of topics addressed at the meeting and examples of the current state of research in the field.
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30
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Sabesan R, Grieve K, Hammer DX, Ji N, Marcos S. Introduction to the Feature Issue on Adaptive Optics for Biomedical Applications. BIOMEDICAL OPTICS EXPRESS 2023; 14:1772-1776. [PMID: 37078031 PMCID: PMC10110319 DOI: 10.1364/boe.488044] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Subscribe] [Scholar Register] [Received: 02/16/2023] [Indexed: 05/03/2023]
Abstract
The guest editors introduce a feature issue commemorating the 25th anniversary of adaptive optics in biomedical research.
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Affiliation(s)
- Ramkumar Sabesan
- Department of Ophthalmology, University of Washington School of Medicine, Seattle, WA, USA
| | - Kate Grieve
- Sorbonne Université, INSERM, CNRS, Institut de la Vision, 17 rue Moreau, and CHNO des Quinze-Vingts, INSERM-DGOS CIC 1423, 28 rue de Charenton, F-75012 Paris, France
| | - Daniel X. Hammer
- Center for Devices and Radiological Health (CDRH), U. S. Food and Drug Administration (FDA), Silver Spring, MD 20993, USA
| | - Na Ji
- Department of Physics, Department of Molecular & Cellular Biology, University of California, Berkeley, CA 94720, USA
| | - Susana Marcos
- Visual Optics and Biophotonics Laboratory, Instituto de Óptica, Consejo Superior de Investigaciones Científicas, Calle Serrano 121, Madrid, 28006, Spain
- Center for Visual Sciences; The Institute of Optics and Flaum Eye Institute, University of Rochester, Rochester, NY 14642, USA
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31
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Williams DR, Burns SA, Miller DT, Roorda A. Evolution of adaptive optics retinal imaging [Invited]. BIOMEDICAL OPTICS EXPRESS 2023; 14:1307-1338. [PMID: 36950228 PMCID: PMC10026580 DOI: 10.1364/boe.485371] [Citation(s) in RCA: 28] [Impact Index Per Article: 14.0] [Reference Citation Analysis] [Abstract] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 01/12/2023] [Accepted: 02/02/2023] [Indexed: 05/02/2023]
Abstract
This review describes the progress that has been achieved since adaptive optics (AO) was incorporated into the ophthalmoscope a quarter of a century ago, transforming our ability to image the retina at a cellular spatial scale inside the living eye. The review starts with a comprehensive tabulation of AO papers in the field and then describes the technological advances that have occurred, notably through combining AO with other imaging modalities including confocal, fluorescence, phase contrast, and optical coherence tomography. These advances have made possible many scientific discoveries from the first maps of the topography of the trichromatic cone mosaic to exquisitely sensitive measures of optical and structural changes in photoreceptors in response to light. The future evolution of this technology is poised to offer an increasing array of tools to measure and monitor in vivo retinal structure and function with improved resolution and control.
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Affiliation(s)
- David R. Williams
- The Institute of Optics and the Center for
Visual Science, University of Rochester,
Rochester NY, USA
| | - Stephen A. Burns
- School of Optometry, Indiana
University at Bloomington, Bloomington IN, USA
| | - Donald T. Miller
- School of Optometry, Indiana
University at Bloomington, Bloomington IN, USA
| | - Austin Roorda
- Herbert Wertheim School of Optometry and
Vision Science, University of California at Berkeley, Berkeley CA, USA
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