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Zhang P, Manna SK, Goswami M, Zawadzki RJ, Pugh EN. A Narrowband 635 nm Autofluorescence Peak in Albino Mouse Eyes Found With Multi-Modal Imaging Reveals the Presence of Protoporphyrin IX in the Choroid. Invest Ophthalmol Vis Sci 2025; 66:29. [PMID: 40227177 DOI: 10.1167/iovs.66.4.29] [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: 04/15/2025] Open
Abstract
Purpose To investigate differences in fundus autofluorescence (AF) spectra of pigmented (C57Bl/6) and albino (Balb/c) mouse retinas. Methods AF spectra were measured with a scanning laser ophthalmoscope (SLO) with a high-resolution spectrometer. The action spectrum of a 635 nm AF "spike" in albino mice was measured to estimate the underlying absorption spectrum. Optical coherence tomography (OCT) and OCT angiography were used to determine the most likely depth location of the source of the AF feature. Results Two narrowband emission peaks centered at 635 nm and ∼705 nm were observed in the AF spectra of albino (but not pigmented) mouse eyes. The dual-peak emission spectrum of the albino eye was extracted by subtracting a broadband emission that was similar in pigmented and albino mice: the two peaks correspond to emission spectra peaks of protoporphyrin IX, an obligate precursor in the biosynthesis of heme and cytochrome c. The action spectrum of the prominent 635 nm emission component corresponded with the PPIX absorption spectrum. The spatial distribution of the 635 nm emission did not correspond to that of the retinal vasculature but had a pattern more consistent with a choroidal origin. Conclusions Our results reveal that substantial PPIX is present in the posterior tissues of albino (Balb/c) mouse eyes, and measurable with high-resolution spectral measurements, and suggest that the absence of the narrow band PPIX emission peaks in pigmented eyes arises at least in part from screening by RPE and choroidal melanin.
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Affiliation(s)
- Pengfei Zhang
- EyePod Small Animal Ocular Imaging Facility, University of California Davis, Davis, California, United States
- School of Optoelectronic Engineering and Instrumentation Science, Dalian University of Technology, Dalian, China
| | - Suman K Manna
- EyePod Small Animal Ocular Imaging Facility, University of California Davis, Davis, California, United States
| | - Mayank Goswami
- EyePod Small Animal Ocular Imaging Facility, University of California Davis, Davis, California, United States
| | - Robert J Zawadzki
- EyePod Small Animal Ocular Imaging Facility, University of California Davis, Davis, California, United States
- Department of Ophthalmology & Vision Science, University of California Davis, Sacramento, California, United States
- Department of Cell Biology & Human Anatomy, University of California Davis, Davis, California, United States
| | - Edward N Pugh
- EyePod Small Animal Ocular Imaging Facility, University of California Davis, Davis, California, United States
- Department of Cell Biology & Human Anatomy, University of California Davis, Davis, California, United States
- Department of Physiology & Membrane Biology, University of California Davis, Davis, California, United States
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2
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Leitão Guerra RL, Leitão Guerra CL, Meirelles MGB, Barbosa GCS, Novais EA, Badaró E, Lucatto LFA, Roisman L. Exploring retinal conditions through blue light reflectance imaging. Prog Retin Eye Res 2025; 105:101326. [PMID: 39756669 DOI: 10.1016/j.preteyeres.2024.101326] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/21/2024] [Revised: 12/18/2024] [Accepted: 12/20/2024] [Indexed: 01/07/2025]
Abstract
Blue light reflectance (BLR) imaging offers a non-invasive, cost-effective method for evaluating retinal structures by analyzing the reflectance and absorption characteristics of the inner retinal layers. By leveraging blue light's interaction with retinal tissues, BLR enhances visualization beyond the retinal nerve fiber layer, improving detection of structures such as the outer plexiform layer and macular pigment. Its diagnostic utility has been demonstrated in distinct retinal conditions, including hyperreflectance in early macular telangiectasia, hyporeflectance in non-perfused areas indicative of ischemia, identification of pseudodrusen patterns (notably the ribbon type), and detection of peripheral retinal tears and degenerative retinoschisis in eyes with reduced retinal pigment epithelial pigmentation. Best practices for image acquisition and interpretation are discussed, emphasizing standardization to minimize variability. Common artifacts and mitigation strategies are also addressed, ensuring image reliability. BLR's clinical utility, limitations, and future research directions are highlighted, particularly its potential in automated image analysis and quantitative assessment. Different BLR acquisition methods, such as fundus photography, confocal scanning laser ophthalmoscopy, and broad line fundus imaging, are evaluated for their respective advantages and limitations. As research advances, BLR's integration into multimodal workflows is expected to improve early detection and precise monitoring of retinal diseases.
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Affiliation(s)
- Ricardo Luz Leitão Guerra
- Department of Ophthalmology Leitão Guerra - Oftalmologia (Salvador, Brazil), Rua Rio de São Pedro, no 256 Graça, CEP 40.150-350, Salvador, (BA), Brazil; Orbit Ophthalmo Learning, Rua Rio de São Pedro, no 256 Graça, CEP 40.150-350, Salvador, (BA), Brazil
| | - Cezar Luz Leitão Guerra
- Department of Ophthalmology Leitão Guerra - Oftalmologia (Salvador, Brazil), Rua Rio de São Pedro, no 256 Graça, CEP 40.150-350, Salvador, (BA), Brazil
| | - Mariana Gouveia Bastos Meirelles
- Department of Ophthalmology Leitão Guerra - Oftalmologia (Salvador, Brazil), Rua Rio de São Pedro, no 256 Graça, CEP 40.150-350, Salvador, (BA), Brazil
| | - Gabriel Castilho Sandoval Barbosa
- Department of Ophthalmology, University of São Paulo, Av. Dr. Arnaldo, 455 - Cerqueira César, CEP: 01.246-903, São Paulo, (SP), Brazil
| | - Eduardo Amorim Novais
- Orbit Ophthalmo Learning, Rua Rio de São Pedro, no 256 Graça, CEP 40.150-350, Salvador, (BA), Brazil
| | - Emmerson Badaró
- Orbit Ophthalmo Learning, Rua Rio de São Pedro, no 256 Graça, CEP 40.150-350, Salvador, (BA), Brazil
| | - Luiz Filipe Adami Lucatto
- Orbit Ophthalmo Learning, Rua Rio de São Pedro, no 256 Graça, CEP 40.150-350, Salvador, (BA), Brazil
| | - Luiz Roisman
- Orbit Ophthalmo Learning, Rua Rio de São Pedro, no 256 Graça, CEP 40.150-350, Salvador, (BA), Brazil
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3
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Rassi TNO, Binotti WW, Danielli EMC, Fernandes SP, Machado DCS, Amaral DC, Novais EA, Louzada RN, Penha FM, Maia M, Duker JS. Comparison of Multiple Techniques for Measuring Geographic Atrophy: A Systematic Review and Network Meta-Analysis. Ophthalmic Surg Lasers Imaging Retina 2025:1-7. [PMID: 40163636 DOI: 10.3928/23258160-20250214-03] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 04/02/2025]
Abstract
This study compared techniques for measuring geographic atrophy (GA) against the standard autofluorescence blue (AF-Blue). The design was a Bayesian network meta-analysis. PubMed, Scopus, and Cochrane were searched for studies comparing GA imaging techniques. AF-Blue, autofluorescence green (AF-Green), autofluorescence infrared (AF-IR), near-infrared reflectance (NIR), multicolor autofluorescence AF (MC-AF), optical coherence tomography fundus image (OFI), en face sub-retinal pigment epithelium (SubRPE) slab, OCT angiography (OCTA), color fundus photography (CFP), and fluorescein angiography (FA) were included. A ratio of means (ROM) meta-analysis using a threshold based on an established minimally important difference was performed. (Pros-pero ID: CRD42023476459.) Included were 2,001 eyes from 18 studies and no significant differences among measurement techniques was found. The ROM showed that CFP, OCTA, SubRPE slab, OFI, and IR reflectance agreed well with AF-Blue. However, AF-Green, FA, and MC underestimated GA, and AF-IR overestimated it. It appears that there is a fair agreement between AF-Blue and current techniques for measuring GA. [Ophthalmic Surg Lasers Imaging Retina 2025;56:XX-XX.].
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4
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Finger RP, Jungblut J, Just MD, Terheyden JH, Holz FG, Liegl R, Ach T, Wintergerst MWM. Quantitative autofluorescence is increased in clinically unaffected fellow eyes from patients with posterior uveitis. Sci Rep 2025; 15:6952. [PMID: 40011481 DOI: 10.1038/s41598-025-90071-7] [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: 09/15/2024] [Accepted: 02/10/2025] [Indexed: 02/28/2025] Open
Abstract
The purpose of this prospective case-control study is to investigate differences in quantitative autofluorescence (qAF) in clinically affected and unaffected eyes of patients with inactive posterior uveitis compared to healthy, age-matched controls. Patients with posterior uveitis and healthy controls were imaged using fundus autofluorescence (488 nm excitation; Spectralis HRA + OCT; Heidelberg Engineering) to measure qAF values using the proprietary HEYEX software. Mean background qAF (excluding vessels and retinal lesions) across all segments (as previously defined by Delori et al.) and in the segment with the highest mean qAF value were compared between affected and unaffected eyes from patients with posterior uveitis, and healthy age-matched control eyes using the Kruskal-Wallis-test. A total of 83 eyes from 83 patients were included: 33 affected eyes (33 patients with uni-/bilateral posterior uveitis), 21 clinically unaffected eyes (21 patients with unilateral posterior uveitis), and 29 healthy, age-matched control eyes (29 patients). Mean qAF values were significantly higher (p-value < 0.0001) in both clinically affected (177.0 ± 83.8 qAF arbitrary units [qAF a.u.]) and unaffected (173.8 ± 56.4 qAF a.u.) eyes compared to healthy, age-matched controls (135.7 ± 41.8 qAF a.u.). Likewise, mean qAF in the segment with the highest mean qAF value was significantly higher (p-value: <0.01) in affected (243.2 ± 103.1 qAF a.u.) and unaffected eyes (227.1 ± 63.4 qAF a.u.) in comparison to controls (168.9 ± 48.5 qAF a.u.). In conclusion, both clinically affected and unaffected eyes from patients with posterior uveitis demonstrated increased fundus autofluorescence. The results of our study could indicate subclinical inflammation in currently inactive and (yet) unaffected eyes of posterior uveitis patients. This could be caused by accumulation of fluorophores or an increased metabolic activity generated by low-grade inflammation. As these changes may precede future inflammation in yet unaffected eyes, additional longitudinal studies including analysis of eyes with active disease are warranted.
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Affiliation(s)
- Robert P Finger
- Department of Ophthalmology, University Hospital Bonn, Venusberg Campus 1, 53127, Bonn, Germany
- Department of Ophthalmology, Medical Faculty Mannheim, Heidelberg University, 68167, Mannheim, Germany
| | - Julie Jungblut
- Department of Ophthalmology, University Hospital Bonn, Venusberg Campus 1, 53127, Bonn, Germany
| | - Marie D Just
- Department of Ophthalmology, University Hospital Bonn, Venusberg Campus 1, 53127, Bonn, Germany
| | - Jan H Terheyden
- Department of Ophthalmology, University Hospital Bonn, Venusberg Campus 1, 53127, Bonn, Germany
| | - Frank G Holz
- Department of Ophthalmology, University Hospital Bonn, Venusberg Campus 1, 53127, Bonn, Germany
| | - Raffael Liegl
- Department of Ophthalmology, University Hospital Bonn, Venusberg Campus 1, 53127, Bonn, Germany
| | - Thomas Ach
- Department of Ophthalmology, University Hospital Bonn, Venusberg Campus 1, 53127, Bonn, Germany
| | - Maximilian W M Wintergerst
- Department of Ophthalmology, University Hospital Bonn, Venusberg Campus 1, 53127, Bonn, Germany.
- Augenzentrum Grischun, Chur, Switzerland.
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Riedl S, Birner K, Schmidt-Erfurth U. Artificial intelligence in managing retinal disease-current concepts and relevant aspects for health care providers. Wien Med Wochenschr 2025:10.1007/s10354-024-01069-1. [PMID: 39992600 DOI: 10.1007/s10354-024-01069-1] [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: 07/06/2024] [Accepted: 12/18/2024] [Indexed: 02/26/2025]
Abstract
Given how the diagnosis and management of many ocular and, most specifically, retinal diseases heavily rely on various imaging modalities, the introduction of artificial intelligence (AI) into this field has been a logical, inevitable, and successful development in recent decades. The field of retinal diseases has practically become a showcase for the use of AI in medicine. In this article, after providing a short overview of the most relevant retinal diseases and their socioeconomic impact, we highlight various aspects of how AI can be applied in research, diagnosis, and disease management and how this is expected to alter patient flows, affecting also health care professionals beyond ophthalmologists.
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Affiliation(s)
- Sophie Riedl
- Department of Ophthalmology and Optometry, Laboratory of Ophthalmic Image Analysis, Medical University of Vienna, Währinger Gürtel 18-20, 1090, Vienna, Austria
| | - Klaudia Birner
- Department of Ophthalmology and Optometry, Laboratory of Ophthalmic Image Analysis, Medical University of Vienna, Währinger Gürtel 18-20, 1090, Vienna, Austria
| | - Ursula Schmidt-Erfurth
- Department of Ophthalmology and Optometry, Laboratory of Ophthalmic Image Analysis, Medical University of Vienna, Währinger Gürtel 18-20, 1090, Vienna, Austria.
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6
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Kwok E, Alam K, Lim J, Niyazmand H, Tang V, Trinh H, Chen FK, Charng J. Evaluating ocular health in retinal gene therapies. Clin Exp Optom 2025:1-12. [PMID: 39956654 DOI: 10.1080/08164622.2025.2457429] [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: 04/23/2024] [Revised: 01/05/2025] [Accepted: 01/16/2025] [Indexed: 02/18/2025] Open
Abstract
Inherited retinal disease (IRD) refers to a heterogeneous group of genetic eye disease that causes progressive vision loss and was once regarded untreatable. However, regulatory approval for Luxturna (voretigene neparvovec-rzyl) for patients with biallelic mutation in the RPE65 gene has heralded new optimism for patients with the disease. One critical question in designing clinical trial in patients with IRD is choosing appropriate outcome measures to assess the retina, taking into consideration the slow disease progression and the inherent low vision associated with the disease. In this review, the functional and structural endpoints that have been utilised in human retinal gene therapy clinical trials in patient selection as well as measures of safety and efficacy are described. For clinicians, an appreciation of these specialised measures of eye health in a patient with IRD will enhance understanding of retinal health assessments, disease prognosis as well as facilitating discussions with patients potentially eligible for retinal gene therapy clinical trial.
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Affiliation(s)
- Eden Kwok
- Department of Optometry and Vision Sciences, The University of Western Australia, Perth, Western Australia, Australia
| | - Khyber Alam
- Department of Optometry and Vision Sciences, The University of Western Australia, Perth, Western Australia, Australia
| | - Jeremiah Lim
- Department of Optometry and Vision Sciences, The University of Western Australia, Perth, Western Australia, Australia
| | - Hamed Niyazmand
- Department of Optometry and Vision Sciences, The University of Western Australia, Perth, Western Australia, Australia
| | - Vanessa Tang
- Department of Optometry and Vision Sciences, The University of Western Australia, Perth, Western Australia, Australia
| | - Han Trinh
- Department of Optometry and Vision Sciences, The University of Western Australia, Perth, Western Australia, Australia
| | - Fred K Chen
- Centre of Ophthalmology and Visual Science, The University of Western Australia, Perth, Western Australia, Australia
| | - Jason Charng
- Department of Optometry and Vision Sciences, The University of Western Australia, Perth, Western Australia, Australia
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7
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Broadbent E, Künzel SH, Pfau M, Schmitz-Valckenberg S, Fleckenstein M. Age-related macular degeneration: natural history revisited in geographic atrophy. Eye (Lond) 2025; 39:217-227. [PMID: 39472501 PMCID: PMC11751078 DOI: 10.1038/s41433-024-03443-0] [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: 05/01/2024] [Revised: 09/10/2024] [Accepted: 10/22/2024] [Indexed: 01/23/2025] Open
Abstract
Progression of geographic atrophy varies significantly based on individual and lesion characteristics. Much research has strived to understand prognostic indicators of lesion progression over time, yet integrating findings to date may pose a challenge to clinicians. This review strives to synthesize current knowledge on genetic, behavioral, structural, and functional factors that influence geographic atrophy across the lifetime. Further, it highlights how vision-related quality of life allows for a more holistic appraisal of the impact of geographic atrophy on everyday functioning. The ultimate aim of this paper is to aid clinicians in counseling patients on medical management as well as providing accurate disease prognostication tailored to the individual patient.
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Affiliation(s)
- Eliza Broadbent
- Department of Ophthalmology & Visual Sciences, John A. Moran Eye Center, University of Utah, 65 North Mario Capecchi Drive, Salt Lake City, 84312, UT, USA
| | | | - Maximilian Pfau
- Institute of Molecular and Clinical Ophthalmology Basel, Basel, Switzerland
| | - Steffen Schmitz-Valckenberg
- Department of Ophthalmology & Visual Sciences, John A. Moran Eye Center, University of Utah, 65 North Mario Capecchi Drive, Salt Lake City, 84312, UT, USA
- Department of Ophthalmology, University of Bonn, Bonn, Germany
| | - Monika Fleckenstein
- Department of Ophthalmology & Visual Sciences, John A. Moran Eye Center, University of Utah, 65 North Mario Capecchi Drive, Salt Lake City, 84312, UT, USA.
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8
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Gocuk SA, Ayton LN, Edwards TL, McGuinness MB, Maclaren RE, Taylor LJ, Jolly JK. Longitudinal assessment of female carriers of choroideremia using multimodal retinal imaging. Br J Ophthalmol 2025; 109:293-299. [PMID: 39122355 DOI: 10.1136/bjo-2024-325578] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/08/2024] [Accepted: 07/20/2024] [Indexed: 08/12/2024]
Abstract
BACKGROUND/AIMS Female choroideremia carriers present with a spectrum of disease severity. Unlike in men, the rate of disease progression has not been well characterised in carriers. This longitudinal study aimed to determine the rate of retinal degeneration in choroideremia carriers, using multimodal imaging and microperimetry. METHODS Choroideremia carriers previously seen at Oxford Eye Hospital (United Kingdom) between 2012 and 2017 returned for testing between 2015 and 2023, providing up to 11 years' follow-up data. Participants had optical coherence tomography, fundus-tracked microperimetry and fundus autofluorescence (FAF) imaging performed. RESULTS Thirty-four eyes of 17 choroideremia carriers were examined using multimodal imaging. Median age was 44 (range: 15-73) years at baseline and median follow-up duration was 7 (range: 1-11) years. At baseline, phenotype was classified as fine (n=5 eyes), coarse (n=13 eyes), geographic (n=12 eyes) or male pattern (n=4 eyes). Thirteen patients showed no change in phenotype classification, four showed slight changes associated with choroideremia-related retinal degeneration. Despite this, carriers with severe retinal phenotypes had a statistically significant decline in average retinal sensitivity (-0.7 dB and -0.8 dB per year, respectively, p<0.001), area of geographic loss defined by FAF (+2.5 mm2 and +3.7 mm2 per year, respectively, p<0.001) and thinning of the photoreceptor complex (up to -2.8 microns and -10.3 microns per year, p<0.001). CONCLUSION Choroideremia carriers, particularly those with severe retinal phenotypes, exhibit progressive retinal degeneration, as evident by multimodal imaging biomarkers and functional testing. Clinicians should not rely on retinal severity classification alone to assess disease progression.
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Affiliation(s)
- Sena A Gocuk
- Department of Optometry and Vision Sciences, The University of Melbourne, Melbourne, Victoria, Australia
- Centre for Eye Research Australia, Royal Victorian Eye and Ear Hospital, East Melbourne, Victoria, Australia
- Ophthalmology, Department of Surgery, The University of Melbourne, Melbourne, Victoria, Australia
| | - Lauren N Ayton
- Department of Optometry and Vision Sciences, The University of Melbourne, Melbourne, Victoria, Australia
- Centre for Eye Research Australia, Royal Victorian Eye and Ear Hospital, East Melbourne, Victoria, Australia
- Ophthalmology, Department of Surgery, The University of Melbourne, Melbourne, Victoria, Australia
| | - Thomas L Edwards
- Centre for Eye Research Australia, Royal Victorian Eye and Ear Hospital, East Melbourne, Victoria, Australia
- Ophthalmology, Department of Surgery, The University of Melbourne, Melbourne, Victoria, Australia
| | - Myra B McGuinness
- Centre for Eye Research Australia, Royal Victorian Eye and Ear Hospital, East Melbourne, Victoria, Australia
- Ophthalmology, Department of Surgery, The University of Melbourne, Melbourne, Victoria, Australia
- Centre for Epidemiology and Biostatistics, The University of Melbourne, Melbourne, Victoria, Australia
| | - Robert E Maclaren
- Oxford Eye Hospital, Oxford University Hospital NHS Foundation Trust, Oxford, UK
- Nuffield Laboratory of Ophthalmology, Department of Clinical Neurosciences, The University of Oxford, Oxford, UK
| | - Laura J Taylor
- Oxford Eye Hospital, Oxford University Hospital NHS Foundation Trust, Oxford, UK
- Nuffield Laboratory of Ophthalmology, Department of Clinical Neurosciences, The University of Oxford, Oxford, UK
| | - Jasleen K Jolly
- Department of Optometry and Vision Sciences, The University of Melbourne, Melbourne, Victoria, Australia
- Oxford Eye Hospital, Oxford University Hospital NHS Foundation Trust, Oxford, UK
- Nuffield Laboratory of Ophthalmology, Department of Clinical Neurosciences, The University of Oxford, Oxford, UK
- Vision and Eye Research Institute, Anglia Ruskin University, Cambridge, UK
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Antropoli A, Bianco L, Romano F, Trinco A, Arrigo A, Benadji A, Atia R, Palacci O, Dagostinoz D, Devisme C, Condroyer C, Antonio A, Bosello F, Casati S, Salvetti AP, Zaffalon C, Gaudric A, Sahel JA, Staurenghi G, Bandello F, Sennlaub F, Zeitz C, Meunier I, Battaglia Parodi M, Audo I. Extensive macular atrophy with pseudodrusen-like appearance (EMAP) clinical characteristics, diagnostic criteria, and insights from allied inherited retinal diseases and age-related macular degeneration. Prog Retin Eye Res 2025; 104:101320. [PMID: 39603590 DOI: 10.1016/j.preteyeres.2024.101320] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/14/2024] [Revised: 11/19/2024] [Accepted: 11/21/2024] [Indexed: 11/29/2024]
Abstract
Extensive macular atrophy with pseudodrusen-like appearance (EMAP) was first described in France in 2009 as a symmetric and rapidly progressive form of macular atrophy primarily affecting middle-aged individuals. Despite the recent identification of a significant number of cases in Italy and worldwide, EMAP remains an underrecognized condition. The clinical triad typical of EMAP consists of vertically oriented macular atrophy with multilobular borders, pseudodrusen-like deposits across the posterior pole and mid-periphery, and peripheral pavingstone degeneration. Nonetheless, recent research has portrayed EMAP as a highly stage-dependent condition, allowing the identification of novel disease hallmarks, including a diffuse separation between the Bruch's membrane and the retinal pigment epithelium, along with consistent sparing of a region temporal to the macula. Additionally, retinal electrophysiology is particularly useful in distinguishing EMAP from age-related macular degeneration (AMD). Supported by unpublished data from the largest EMAP cohorts worldwide, this review aims to provide a comprehensive and updated description of EMAP, now recognized as a severely blinding disease characterized by diffuse chorioretinal atrophy and photoreceptor dysfunction. Furthermore, we propose a set of diagnostic criteria that incorporate clinical, imaging, and functional tests, to facilitate the recognition of this clinical entity. Lastly, we aim to shed light on its pathogenesis by comparing it with AMD and monogenic retinal disorders exhibiting similar phenotypes.
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Affiliation(s)
- Alessio Antropoli
- Sorbonne Université, INSERM, CNRS, Institut de la Vision, Paris, France; CHNO des Quinze-Vingts, Centre de Référence Maladies Rares REFERET and DHU Sight Restore, INSERM-DGOS CIC1423, Paris, France; Department of Ophthalmology, IRCCS San Raffaele Scientific Institute, Milan, Italy
| | - Lorenzo Bianco
- Sorbonne Université, INSERM, CNRS, Institut de la Vision, Paris, France; CHNO des Quinze-Vingts, Centre de Référence Maladies Rares REFERET and DHU Sight Restore, INSERM-DGOS CIC1423, Paris, France; Department of Ophthalmology, IRCCS San Raffaele Scientific Institute, Milan, Italy
| | - Francesco Romano
- Eye Repair Unit, Division of Neuroscience, IRCCS San Raffaele Scientific Institute, Milan, Italy
| | - Andrea Trinco
- Eye Repair Unit, Division of Neuroscience, IRCCS San Raffaele Scientific Institute, Milan, Italy
| | - Alessandro Arrigo
- Department of Ophthalmology, IRCCS San Raffaele Scientific Institute, Milan, Italy; Eye Clinic, Department of Biomedical and Clinical Science, Luigi Sacco Hospital, University of Milan, Milan, Italy
| | - Amine Benadji
- CHNO des Quinze-Vingts, Centre de Référence Maladies Rares REFERET and DHU Sight Restore, INSERM-DGOS CIC1423, Paris, France
| | - Raphaël Atia
- CHNO des Quinze-Vingts, Centre de Référence Maladies Rares REFERET and DHU Sight Restore, INSERM-DGOS CIC1423, Paris, France
| | - Oana Palacci
- CHNO des Quinze-Vingts, Centre de Référence Maladies Rares REFERET and DHU Sight Restore, INSERM-DGOS CIC1423, Paris, France
| | - Dorothée Dagostinoz
- CHNO des Quinze-Vingts, Centre de Référence Maladies Rares REFERET and DHU Sight Restore, INSERM-DGOS CIC1423, Paris, France
| | - Céline Devisme
- CHNO des Quinze-Vingts, Centre de Référence Maladies Rares REFERET and DHU Sight Restore, INSERM-DGOS CIC1423, Paris, France
| | | | - Aline Antonio
- Sorbonne Université, INSERM, CNRS, Institut de la Vision, Paris, France
| | - Francesca Bosello
- Ophthalmic Unit, Department of Neurosciences, Biomedicine and Movement Sciences, University of Verona, Verona, Italy
| | - Stefano Casati
- Ophthalmic Unit, Department of Neurosciences, Biomedicine and Movement Sciences, University of Verona, Verona, Italy
| | - Anna Paola Salvetti
- Eye Repair Unit, Division of Neuroscience, IRCCS San Raffaele Scientific Institute, Milan, Italy
| | - Chiara Zaffalon
- Eye Repair Unit, Division of Neuroscience, IRCCS San Raffaele Scientific Institute, Milan, Italy; Ophthalmic Unit, Department of Neurosciences, Biomedicine and Movement Sciences, University of Verona, Verona, Italy
| | - Alain Gaudric
- Ophthalmology Center for Imaging and Laser, Paris, France; Department of Ophthalmology, AP-HP, Hôpital Lariboisière, Université Paris Cité, Paris, France
| | - José-Alain Sahel
- Department of Ophthalmology, The University of Pittsburgh School of Medicine, Pittsburgh, PA, 15213, USA
| | - Giovanni Staurenghi
- Eye Repair Unit, Division of Neuroscience, IRCCS San Raffaele Scientific Institute, Milan, Italy
| | - Francesco Bandello
- Department of Ophthalmology, IRCCS San Raffaele Scientific Institute, Milan, Italy
| | - Florian Sennlaub
- Sorbonne Université, INSERM, CNRS, Institut de la Vision, Paris, France
| | - Christina Zeitz
- Sorbonne Université, INSERM, CNRS, Institut de la Vision, Paris, France
| | - Isabelle Meunier
- National Reference Center for Inherited Sensory Diseases, University Hospital of Montpellier, University of Montpellier, Montpellier, France
| | | | - Isabelle Audo
- Sorbonne Université, INSERM, CNRS, Institut de la Vision, Paris, France; CHNO des Quinze-Vingts, Centre de Référence Maladies Rares REFERET and DHU Sight Restore, INSERM-DGOS CIC1423, Paris, France.
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10
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Karuntu JS, Almushattat H, Nguyen XTA, Plomp AS, Wanders RJA, Hoyng CB, van Schooneveld MJ, Schalij-Delfos NE, Brands MM, Leroy BP, van Karnebeek CDM, Bergen AA, van Genderen MM, Boon CJF. Syndromic Retinitis Pigmentosa. Prog Retin Eye Res 2024:101324. [PMID: 39733931 DOI: 10.1016/j.preteyeres.2024.101324] [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: 07/17/2024] [Revised: 12/13/2024] [Accepted: 12/16/2024] [Indexed: 12/31/2024]
Abstract
Retinitis pigmentosa (RP) is a progressive inherited retinal dystrophy, characterized by the degeneration of photoreceptors, presenting as a rod-cone dystrophy. Approximately 20-30% of patients with RP also exhibit extra-ocular manifestations in the context of a syndrome. This manuscript discusses the broad spectrum of syndromes associated with RP, pathogenic mechanisms, clinical manifestations, differential diagnoses, clinical management approaches, and future perspectives. Given the diverse clinical and genetic landscape of syndromic RP, the diagnosis may be challenging. However, an accurate and timely diagnosis is essential for optimal clinical management, prognostication, and potential treatment. Broadly, the syndromes associated with RP can be categorized into ciliopathies, inherited metabolic disorders, mitochondrial disorders, and miscellaneous syndromes. Among the ciliopathies associated with RP, Usher syndrome and Bardet-Biedl syndrome are the most well-known. Less common ciliopathies include Cohen syndrome, Joubert syndrome, cranioectodermal dysplasia, asphyxiating thoracic dystrophy, Mainzer-Saldino syndrome, and RHYNS syndrome. Several inherited metabolic disorders can present with RP including Zellweger spectrum disorders, adult Refsum disease, α-methylacyl-CoA racemase deficiency, certain mucopolysaccharidoses, ataxia with vitamin E deficiency, abetalipoproteinemia, several neuronal ceroid lipofuscinoses, mevalonic aciduria, PKAN/HARP syndrome, PHARC syndrome, and methylmalonic acidaemia with homocystinuria type cobalamin (cbl) C disease. Due to the mitochondria's essential role in supplying continuous energy to the retina, disruption of mitochondrial function can lead to RP, as seen in Kearns-Sayre syndrome, NARP syndrome, primary coenzyme Q10 deficiency, SSBP1-associated disease, and long chain 3-hydroxyacyl-CoA dehydrogenase deficiency. Lastly, Cockayne syndrome and PERCHING syndrome can present with RP, but they do not fit the abovementioned hierarchy and are thus categorized as 'Miscellaneous'. Several first-in-human clinical trials are underway or in preparation for some of these syndromic forms of RP.
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Affiliation(s)
- Jessica S Karuntu
- Department of Ophthalmology, Leiden University Medical Center, Leiden, the Netherlands
| | - Hind Almushattat
- Department of Ophthalmology, Amsterdam University Medical Center, University of Amsterdam, Amsterdam, the Netherlands
| | - Xuan-Thanh-An Nguyen
- Department of Ophthalmology, Leiden University Medical Center, Leiden, the Netherlands
| | - Astrid S Plomp
- Department of Human Genetics, Amsterdam University Medical Center, University of Amsterdam, Amsterdam, the Netherlands; Amsterdam Reproduction & Development Institute, Amsterdam, the Netherlands
| | - Ronald J A Wanders
- Department of Paediatrics, Division of Metabolic Diseases, Amsterdam UMC location University of Amsterdam, Emma Children's Hospital, Amsterdam, The Netherlands; Laboratory Genetic Metabolic Diseases, Amsterdam University Medical Centre, University of Amsterdam, Amsterdam, the Netherlands
| | - Carel B Hoyng
- Department of Ophthalmology, Radboud University Medical Center, Nijmegen, the Netherlands
| | - Mary J van Schooneveld
- Department of Ophthalmology, Amsterdam University Medical Center, University of Amsterdam, Amsterdam, the Netherlands
| | | | - Marion M Brands
- Amsterdam Reproduction & Development Institute, Amsterdam, the Netherlands; Department of Paediatrics, Division of Metabolic Diseases, Amsterdam UMC location University of Amsterdam, Emma Children's Hospital, Amsterdam, The Netherlands; Amsterdam Gastroenterology Endocrinology Metabolism, Inborn errors of metabolism, Amsterdam, The Netherlands
| | - Bart P Leroy
- Department of Ophthalmology & Center for Medical Genetics, Ghent University, Ghent, Belgium; Department of Head & Skin, Ghent University, Ghent, Belgium
| | - Clara D M van Karnebeek
- Department of Paediatrics, Division of Metabolic Diseases, Amsterdam UMC location University of Amsterdam, Emma Children's Hospital, Amsterdam, The Netherlands; Emma Center for Personalized Medicine, Departments of Pediatrics and Human Genetics, Amsterdam University Medical Center, Amsterdam, the Netherlands
| | - Arthur A Bergen
- Department of Human Genetics, Amsterdam University Medical Center, University of Amsterdam, Amsterdam, the Netherlands; Emma Center for Personalized Medicine, Departments of Pediatrics and Human Genetics, Amsterdam University Medical Center, Amsterdam, the Netherlands
| | - Maria M van Genderen
- Department of Ophthalmology, University Medical Center Utrecht, Utrecht, the Netherlands; Diagnostic Center for Complex Visual Disorders, Zeist, the Netherlands
| | - Camiel J F Boon
- Department of Ophthalmology, Leiden University Medical Center, Leiden, the Netherlands; Department of Ophthalmology, Amsterdam University Medical Center, University of Amsterdam, Amsterdam, the Netherlands
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11
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Ehlers JP, McConville C, Yordi S, Cetin H, Cakir Y, Kalra G, Amine R, Whitney J, Whitmore V, Bonnay M, Reese J, Clark J, Zhu L, Luo D, Jaffe GJ, Srivastava SK. Correlation Between Blue Fundus Autofluorescence and SD-OCT Measurements of Geographic Atrophy in Dry Age-Related Macular Degeneration. Am J Ophthalmol 2024; 266:92-101. [PMID: 38719131 DOI: 10.1016/j.ajo.2024.04.031] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/30/2023] [Revised: 04/27/2024] [Accepted: 04/30/2024] [Indexed: 06/13/2024]
Abstract
PURPOSE To compare fundus autofluorescence (FAF) and spectral domain optical coherence tomography (OCT) measurements of geographic atrophy (GA) area and to analyze lesion area changes measured by spectral domain OCT in GATHER1. DESIGN An assessment reliability analysis using prospective, randomized, double-masked phase 2/3 clinical trial data. METHODS GATHER1 examined the efficacy and safety of avacincaptad pegol (ACP) for GA treatment. A post hoc analysis was performed to identify correlations between FAF- and OCT-based measurements of GA. GA area was measured on blue-light FAF images using semiautomatic segmentation software with support from OCT and near-infrared imaging. Machine-learning enhanced, multilayer segmentation of OCT scans were reviewed by human readers, and segmentation errors were corrected as needed. GA area was defined as total RPE loss on cross-sectional B scans. Time points included Months 0, 6, 12, and 18. Additionally, OCT-based GA-area changes between ACP and sham were analyzed. RESULTS There was a strong correlation (r = 0.93) between FAF and OCT GA area measurements that persisted through 18 months. Mean (SD) differences between OCT and FAF GA measurements were negligible: 0.11 mm2 (1.42) at Month 0, 0.03 mm2 (1.62) at Month 6, -0.17 mm2 (1.81) at Month 12, and -0.07 mm2 (1.78) at Month 18. OCT assessments of GA growth revealed a 30% and 27% reduction at Months 12 and 18, respectively, between ACP and sham, replicating FAF measurements from GATHER1. CONCLUSIONS The strong correlation between blue FAF and OCT measurements of GA area supports OCT as a reliable method to measure GA lesion area in clinical trials.
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Affiliation(s)
- Justis P Ehlers
- From The Tony and Leona Campane Center for Excellence in Image-Guided Surgery and Advanced Imaging Research, Cleveland Clinic (J.P.E., C.M., S.Y., H.C., Y.C., G.K., R.A., J.W., V.W., M.B., J.R., S.K.S.), Cleveland, Ohio, USA; Cole Eye Institute, Cleveland Clinic (J.P.E., C.M., S.Y., H.C., Y.C., G.K., R.A., J.W., V.W., M.B., J.R., S.K.S.), Cleveland, Ohio, USA.
| | - Conor McConville
- From The Tony and Leona Campane Center for Excellence in Image-Guided Surgery and Advanced Imaging Research, Cleveland Clinic (J.P.E., C.M., S.Y., H.C., Y.C., G.K., R.A., J.W., V.W., M.B., J.R., S.K.S.), Cleveland, Ohio, USA; Cole Eye Institute, Cleveland Clinic (J.P.E., C.M., S.Y., H.C., Y.C., G.K., R.A., J.W., V.W., M.B., J.R., S.K.S.), Cleveland, Ohio, USA
| | - Sari Yordi
- From The Tony and Leona Campane Center for Excellence in Image-Guided Surgery and Advanced Imaging Research, Cleveland Clinic (J.P.E., C.M., S.Y., H.C., Y.C., G.K., R.A., J.W., V.W., M.B., J.R., S.K.S.), Cleveland, Ohio, USA; Cole Eye Institute, Cleveland Clinic (J.P.E., C.M., S.Y., H.C., Y.C., G.K., R.A., J.W., V.W., M.B., J.R., S.K.S.), Cleveland, Ohio, USA
| | - Hasan Cetin
- From The Tony and Leona Campane Center for Excellence in Image-Guided Surgery and Advanced Imaging Research, Cleveland Clinic (J.P.E., C.M., S.Y., H.C., Y.C., G.K., R.A., J.W., V.W., M.B., J.R., S.K.S.), Cleveland, Ohio, USA; Cole Eye Institute, Cleveland Clinic (J.P.E., C.M., S.Y., H.C., Y.C., G.K., R.A., J.W., V.W., M.B., J.R., S.K.S.), Cleveland, Ohio, USA
| | - Yavuz Cakir
- From The Tony and Leona Campane Center for Excellence in Image-Guided Surgery and Advanced Imaging Research, Cleveland Clinic (J.P.E., C.M., S.Y., H.C., Y.C., G.K., R.A., J.W., V.W., M.B., J.R., S.K.S.), Cleveland, Ohio, USA; Cole Eye Institute, Cleveland Clinic (J.P.E., C.M., S.Y., H.C., Y.C., G.K., R.A., J.W., V.W., M.B., J.R., S.K.S.), Cleveland, Ohio, USA
| | - Gagan Kalra
- From The Tony and Leona Campane Center for Excellence in Image-Guided Surgery and Advanced Imaging Research, Cleveland Clinic (J.P.E., C.M., S.Y., H.C., Y.C., G.K., R.A., J.W., V.W., M.B., J.R., S.K.S.), Cleveland, Ohio, USA; Cole Eye Institute, Cleveland Clinic (J.P.E., C.M., S.Y., H.C., Y.C., G.K., R.A., J.W., V.W., M.B., J.R., S.K.S.), Cleveland, Ohio, USA
| | - Reem Amine
- From The Tony and Leona Campane Center for Excellence in Image-Guided Surgery and Advanced Imaging Research, Cleveland Clinic (J.P.E., C.M., S.Y., H.C., Y.C., G.K., R.A., J.W., V.W., M.B., J.R., S.K.S.), Cleveland, Ohio, USA; Cole Eye Institute, Cleveland Clinic (J.P.E., C.M., S.Y., H.C., Y.C., G.K., R.A., J.W., V.W., M.B., J.R., S.K.S.), Cleveland, Ohio, USA
| | - Jon Whitney
- From The Tony and Leona Campane Center for Excellence in Image-Guided Surgery and Advanced Imaging Research, Cleveland Clinic (J.P.E., C.M., S.Y., H.C., Y.C., G.K., R.A., J.W., V.W., M.B., J.R., S.K.S.), Cleveland, Ohio, USA; Cole Eye Institute, Cleveland Clinic (J.P.E., C.M., S.Y., H.C., Y.C., G.K., R.A., J.W., V.W., M.B., J.R., S.K.S.), Cleveland, Ohio, USA
| | - Victoria Whitmore
- From The Tony and Leona Campane Center for Excellence in Image-Guided Surgery and Advanced Imaging Research, Cleveland Clinic (J.P.E., C.M., S.Y., H.C., Y.C., G.K., R.A., J.W., V.W., M.B., J.R., S.K.S.), Cleveland, Ohio, USA; Cole Eye Institute, Cleveland Clinic (J.P.E., C.M., S.Y., H.C., Y.C., G.K., R.A., J.W., V.W., M.B., J.R., S.K.S.), Cleveland, Ohio, USA
| | - Michelle Bonnay
- From The Tony and Leona Campane Center for Excellence in Image-Guided Surgery and Advanced Imaging Research, Cleveland Clinic (J.P.E., C.M., S.Y., H.C., Y.C., G.K., R.A., J.W., V.W., M.B., J.R., S.K.S.), Cleveland, Ohio, USA; Cole Eye Institute, Cleveland Clinic (J.P.E., C.M., S.Y., H.C., Y.C., G.K., R.A., J.W., V.W., M.B., J.R., S.K.S.), Cleveland, Ohio, USA
| | - Jamie Reese
- From The Tony and Leona Campane Center for Excellence in Image-Guided Surgery and Advanced Imaging Research, Cleveland Clinic (J.P.E., C.M., S.Y., H.C., Y.C., G.K., R.A., J.W., V.W., M.B., J.R., S.K.S.), Cleveland, Ohio, USA; Cole Eye Institute, Cleveland Clinic (J.P.E., C.M., S.Y., H.C., Y.C., G.K., R.A., J.W., V.W., M.B., J.R., S.K.S.), Cleveland, Ohio, USA
| | - Julie Clark
- Iveric Bio, An Astellas Company (J.C., L.Z., D.L.), Parsippany-Troy Hills, New Jersey, USA
| | - Liansheng Zhu
- Iveric Bio, An Astellas Company (J.C., L.Z., D.L.), Parsippany-Troy Hills, New Jersey, USA
| | - Don Luo
- Iveric Bio, An Astellas Company (J.C., L.Z., D.L.), Parsippany-Troy Hills, New Jersey, USA
| | - Glenn J Jaffe
- Department of Ophthalmology, Duke University (G.J.J.), Durham, North Carolina, USA
| | - Sunil K Srivastava
- From The Tony and Leona Campane Center for Excellence in Image-Guided Surgery and Advanced Imaging Research, Cleveland Clinic (J.P.E., C.M., S.Y., H.C., Y.C., G.K., R.A., J.W., V.W., M.B., J.R., S.K.S.), Cleveland, Ohio, USA; Cole Eye Institute, Cleveland Clinic (J.P.E., C.M., S.Y., H.C., Y.C., G.K., R.A., J.W., V.W., M.B., J.R., S.K.S.), Cleveland, Ohio, USA
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12
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Campbell JM, Gosnell M, Agha A, Handley S, Knab A, Anwer AG, Bhargava A, Goldys EM. Label-Free Assessment of Key Biological Autofluorophores: Material Characteristics and Opportunities for Clinical Applications. ADVANCED MATERIALS (DEERFIELD BEACH, FLA.) 2024; 36:e2403761. [PMID: 38775184 DOI: 10.1002/adma.202403761] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 03/13/2024] [Revised: 05/04/2024] [Indexed: 06/13/2024]
Abstract
Autofluorophores are endogenous fluorescent compounds that naturally occur in the intra and extracellular spaces of all tissues and organs. Most have vital biological functions - like the metabolic cofactors NAD(P)H and FAD+, as well as the structural protein collagen. Others are considered to be waste products - like lipofuscin and advanced glycation end products - which accumulate with age and are associated with cellular dysfunction. Due to their natural fluorescence, these materials have great utility for enabling non-invasive, label-free assays with direct ties to biological function. Numerous technologies, with different advantages and drawbacks, are applied to their assessment, including fluorescence lifetime imaging microscopy, hyperspectral microscopy, and flow cytometry. Here, the applications of label-free autofluorophore assessment are reviewed for clinical and health-research applications, with specific attention to biomaterials, disease detection, surgical guidance, treatment monitoring, and tissue assessment - fields that greatly benefit from non-invasive methodologies capable of continuous, in vivo characterization.
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Affiliation(s)
- Jared M Campbell
- Australian Research Council Centre of Excellence for Nanoscale BioPhotonics, Graduate School of Biomedical Engineering, University of New South Wales, Sydney, NSW, 2033, Australia
| | | | - Adnan Agha
- Australian Research Council Centre of Excellence for Nanoscale BioPhotonics, Graduate School of Biomedical Engineering, University of New South Wales, Sydney, NSW, 2033, Australia
| | - Shannon Handley
- Australian Research Council Centre of Excellence for Nanoscale BioPhotonics, Graduate School of Biomedical Engineering, University of New South Wales, Sydney, NSW, 2033, Australia
| | - Aline Knab
- Australian Research Council Centre of Excellence for Nanoscale BioPhotonics, Graduate School of Biomedical Engineering, University of New South Wales, Sydney, NSW, 2033, Australia
| | - Ayad G Anwer
- Australian Research Council Centre of Excellence for Nanoscale BioPhotonics, Graduate School of Biomedical Engineering, University of New South Wales, Sydney, NSW, 2033, Australia
| | - Akanksha Bhargava
- Australian Research Council Centre of Excellence for Nanoscale BioPhotonics, Graduate School of Biomedical Engineering, University of New South Wales, Sydney, NSW, 2033, Australia
| | - Ewa M Goldys
- Australian Research Council Centre of Excellence for Nanoscale BioPhotonics, Graduate School of Biomedical Engineering, University of New South Wales, Sydney, NSW, 2033, Australia
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13
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Sonntag SR, Hamann M, Seifert E, Grisanti S, Brinkmann R, Miura Y. Detection sensitivity of fluorescence lifetime imaging ophthalmoscopy for laser-induced selective damage of retinal pigment epithelium. Graefes Arch Clin Exp Ophthalmol 2024; 262:2885-2895. [PMID: 38587656 PMCID: PMC11377681 DOI: 10.1007/s00417-024-06449-2] [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: 11/05/2023] [Revised: 03/05/2024] [Accepted: 03/08/2024] [Indexed: 04/09/2024] Open
Abstract
PURPOSE To investigate the sensitivity of fluorescence lifetime imaging ophthalmoscopy (FLIO) to detect retinal laser spots by comparative analysis with other imaging modalities. METHODS A diode laser with a wavelength of 514 nm was applied with pulse durations of 5.2, 12, 20, and 50 µs. The laser pulse energy was increased so that the visibility of the laser spot by slit-lamp fundus examination (SL) under the irradiator's observation covers from the subvisible to visible range immediately after irradiation. The irradiated areas were then examined by fundus color photography (FC), optical coherence tomography (OCT), fundus autofluorescence (AF), FLIO, and fluorescein angiography (FA). The visibility of a total of over 2200 laser spots was evaluated by two independent researchers, and effective dose (ED) 50 laser pulse energy values were calculated for each imaging modality and compared. RESULTS Among examined modalities, FA showed the lowest mean of ED50 energy value and SL the highest, that is, they had the highest and lowest sensitivity to detect retinal pigment epithalium (RPE)-selective laser spots, respectively. FLIO also detected spots significantly more sensitively than SL at most laser pulse durations and was not significantly inferior to FA. AF was also often more sensitive than SL, but the difference was slightly less significant than FLIO. CONCLUSION Considering its high sensitivity in detecting laser spots and previously reported potential of indicating local wound healing and metabolic changes around laser spots, FLIO may be useful as a non-invasive monitoring tool during and after minimally invasive retinal laser treatment.
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Affiliation(s)
- Svenja Rebecca Sonntag
- Department of Ophthalmology, University Hospital Schleswig-Holstein, Campus Lübeck, Lübeck, Germany
| | - Maximilian Hamann
- Department of Ophthalmology, University Hospital Schleswig-Holstein, Campus Lübeck, Lübeck, Germany
- Department of Ophthalmology, Hannover Medical School, Hannover, Germany
| | | | - Salvatore Grisanti
- Department of Ophthalmology, University Hospital Schleswig-Holstein, Campus Lübeck, Lübeck, Germany
| | - Ralf Brinkmann
- Medical Laser Center Lübeck, Lübeck, Germany
- Institute of Biomedical Optics, University of Lübeck, Lübeck, Germany
| | - Yoko Miura
- Department of Ophthalmology, University Hospital Schleswig-Holstein, Campus Lübeck, Lübeck, Germany.
- Medical Laser Center Lübeck, Lübeck, Germany.
- Institute of Biomedical Optics, University of Lübeck, Lübeck, Germany.
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14
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Shmueli O, Szeskin A, Benhamou I, Joskowicz L, Shwartz Y, Levy J. Measuring Geographic Atrophy Area Using Column-Based Machine Learning Software on Spectral-Domain Optical Coherence Tomography versus Fundus Auto Fluorescence. Bioengineering (Basel) 2024; 11:849. [PMID: 39199806 PMCID: PMC11351153 DOI: 10.3390/bioengineering11080849] [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: 07/21/2024] [Revised: 08/11/2024] [Accepted: 08/16/2024] [Indexed: 09/01/2024] Open
Abstract
BACKGROUND The purpose of this study was to compare geographic atrophy (GA) area semi-automatic measurement using fundus autofluorescence (FAF) versus optical coherence tomography (OCT) annotation with the cRORA (complete retinal pigment epithelium and outer retinal atrophy) criteria. METHODS GA findings on FAF and OCT were semi-automatically annotated at a single time point in 36 pairs of FAF and OCT scans obtained from 36 eyes in 24 patients with dry age-related macular degeneration (AMD). The GA area, focality, perimeter, circularity, minimum and maximum Feret diameter, and minimum distance from the center were compared between FAF and OCT annotations. RESULTS The total GA area measured on OCT was 4.74 ± 3.80 mm2. In contrast, the total GA measured on FAF was 13.47 ± 8.64 mm2 (p < 0.0001), with a mean difference of 8.72 ± 6.35 mm2. Multivariate regression analysis revealed a significant correlation between the difference in area between OCT and FAF and the total baseline lesion perimeter and maximal lesion diameter measured on OCT (adjusted r2: 0.52; p < 0.0001) and the total baseline lesion area measured on FAF (adjusted r2: 0.83; p < 0.0001). CONCLUSIONS We report that the GA area measured on FAF differs significantly from the GA area measured on OCT. Further research is warranted in order to determine the clinical relevance of these findings.
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Affiliation(s)
- Or Shmueli
- Department of Ophthalmology, Hadassah-Hebrew University Medical Center, Ein-Karem, Jerusalem 91120, Israel; (O.S.); (Y.S.)
| | - Adi Szeskin
- School of Computer Science and Engineering, The Hebrew University of Jerusalem, Givat-Ram, Jerusalem 9190401, Israel; (A.S.); (I.B.); (L.J.)
| | - Ilan Benhamou
- School of Computer Science and Engineering, The Hebrew University of Jerusalem, Givat-Ram, Jerusalem 9190401, Israel; (A.S.); (I.B.); (L.J.)
| | - Leo Joskowicz
- School of Computer Science and Engineering, The Hebrew University of Jerusalem, Givat-Ram, Jerusalem 9190401, Israel; (A.S.); (I.B.); (L.J.)
| | - Yahel Shwartz
- Department of Ophthalmology, Hadassah-Hebrew University Medical Center, Ein-Karem, Jerusalem 91120, Israel; (O.S.); (Y.S.)
| | - Jaime Levy
- Department of Ophthalmology, Hadassah-Hebrew University Medical Center, Ein-Karem, Jerusalem 91120, Israel; (O.S.); (Y.S.)
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15
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Jacob AM, Lindemann AF, Wagenpfeil J, Geiger S, Layer YC, Salam B, Panahabadi S, Kurt D, Wintergerst MWM, Schildberg FA, Kuetting D, Attenberger UI, Abdullah Z, Böhner AMC. Autofluorescence-based tissue characterization enhances clinical prospects of light-sheet-microscopy. Sci Rep 2024; 14:18033. [PMID: 39098935 PMCID: PMC11298517 DOI: 10.1038/s41598-024-67366-2] [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: 11/28/2023] [Accepted: 07/10/2024] [Indexed: 08/06/2024] Open
Abstract
Light sheet fluorescence microscopy (LSFM) is a transformative imaging method that enables the visualization of non-dissected specimen in real-time 3D. Optical clearing of tissues is essential for LSFM, typically employing toxic solvents. Here, we test the applicability of a non-hazardous alternative, ethyl cinnamate (ECi). We comprehensively characterized autofluorescence (AF) spectra in diverse murine tissues-ocular globe, knee, and liver-employing LSFM under various excitation wavelengths (405-785 nm) to test the feasibility of unstained samples for diagnostic purposes, in particular regarding percutaneous biopsies, as they constitute to most harvested type of tissue sample in clinical routine. Ocular globe structures were best discerned with 640 nm excitation. Knee tissue showed complex variation in AF spectra variation influenced by tissue depth and structure. Liver exhibited a unique AF pattern, likely linked to vasculature. Hepatic tissue samples were used to demonstrate the compatibility of our protocol for antibody staining. Furthermore, we employed machine learning to augment raw images and segment liver structures based on AF spectra. Radiologists rated representative samples transferred to the clinical assessment software. Learning-generated images scored highest in quality. Additionally, we investigated an actual murine biopsy. Our study pioneers the application of AF spectra for tissue characterization and diagnostic potential of optically cleared unstained percutaneous biopsies, contributing to the clinical translation of LSFM.
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Affiliation(s)
- Alice M Jacob
- Institute of Molecular Medicine and Experimental Immunology, Medical Faculty, University Hospital Bonn, University of Bonn, Venusberg-Campus 1, 53127, Bonn, Germany
| | - Anna F Lindemann
- Institute of Molecular Medicine and Experimental Immunology, Medical Faculty, University Hospital Bonn, University of Bonn, Venusberg-Campus 1, 53127, Bonn, Germany
| | - Julia Wagenpfeil
- Clinics for Diagnostic and Interventional Radiology, University Hospital Bonn, Venusberg-Campus 1, 53127, Bonn, Germany
| | - Sergej Geiger
- Clinics for Diagnostic and Interventional Radiology, University Hospital Bonn, Venusberg-Campus 1, 53127, Bonn, Germany
| | - Yannik C Layer
- Clinics for Diagnostic and Interventional Radiology, University Hospital Bonn, Venusberg-Campus 1, 53127, Bonn, Germany
| | - Babak Salam
- Clinics for Diagnostic and Interventional Radiology, University Hospital Bonn, Venusberg-Campus 1, 53127, Bonn, Germany
| | - Sarah Panahabadi
- Clinic for Diagnostic and Interventional Neuroradiology, University Hospital Bonn, Venusberg-Campus 1, 53127, Bonn, Germany
| | - Darius Kurt
- Clinics for Diagnostic and Interventional Radiology, University Hospital Bonn, Venusberg-Campus 1, 53127, Bonn, Germany
| | | | - Frank A Schildberg
- Clinic for Orthopedics and Trauma Surgery, University Hospital Bonn, Venusberg-Campus 1, 53127, Bonn, Germany
| | - Daniel Kuetting
- Clinics for Diagnostic and Interventional Radiology, University Hospital Bonn, Venusberg-Campus 1, 53127, Bonn, Germany
| | - Ulrike I Attenberger
- Clinics for Diagnostic and Interventional Radiology, University Hospital Bonn, Venusberg-Campus 1, 53127, Bonn, Germany
- Department of Biomedical Imaging and Image-Guided Therapy, Medical University of Vienna and General Hospital, Waehringer Guertel 18-20, 1090, Vienna, Austria
| | - Zeinab Abdullah
- Institute of Molecular Medicine and Experimental Immunology, Medical Faculty, University Hospital Bonn, University of Bonn, Venusberg-Campus 1, 53127, Bonn, Germany
| | - Alexander M C Böhner
- Clinics for Diagnostic and Interventional Radiology, University Hospital Bonn, Venusberg-Campus 1, 53127, Bonn, Germany.
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16
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Cluceru J, Anegondi N, Gao SS, Lee AY, Lad EM, Chakravarthy U, Yang Q, Steffen V, Friesenhahn M, Rabe C, Ferrara D. Topographic Clinical Insights From Deep Learning-Based Geographic Atrophy Progression Prediction. Transl Vis Sci Technol 2024; 13:6. [PMID: 39102242 PMCID: PMC11309039 DOI: 10.1167/tvst.13.8.6] [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: 07/10/2023] [Accepted: 06/05/2024] [Indexed: 08/06/2024] Open
Abstract
Purpose To explore the contributions of fundus autofluorescence (FAF) topographic imaging features to the performance of convolutional neural network-based deep learning (DL) algorithms in predicting geographic atrophy (GA) growth rate. Methods Retrospective study with data from study eyes from three clinical trials (NCT02247479, NCT02247531, NCT02479386) in GA. The algorithm was initially trained with full FAF images, and its performance was considered benchmark. Ablation experiments investigated the contribution of imaging features to the performance of the algorithms. Three FAF image regions were defined relative to GA: Lesion, Rim, and Background. For No Lesion, No Rim, and No Background datasets, a single region of interest was removed at a time. For Lesion, Rim, and Background Shuffled datasets, individual region pixels were randomly shuffled. For Lesion, Rim, and Background Mask datasets, masks of the regions were used. A Convex Hull dataset was generated to evaluate the importance of lesion size. Squared Pearson correlation (r2) was used to compare the predictive performance of ablated datasets relative to the benchmark. Results The Rim region influenced r2 more than the other two regions in all experiments, indicating the most relevant contribution of this region to the performance of the algorithms. In addition, similar performance was observed for all regions when pixels were shuffled or only a mask was used, indicating intensity information was not independently informative without textural context. Conclusions These ablation experiments enabled topographic clinical insights on FAF images from a DL-based GA progression prediction algorithm. Translational Relevance Results from this study may lead to new insights on GA progression prediction.
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Affiliation(s)
| | | | | | - Aaron Y. Lee
- Roger and Angie Karalis Johnson Retina Center, University of Washington, Seattle, WA, USA
- Department of Ophthalmology, School of Medicine, University of Washington, Seattle, WA, USA
| | - Eleonora M. Lad
- Department of Ophthalmology, Duke University Medical Center, Durham, NC, USA
| | - Usha Chakravarthy
- Royal Victoria Hospital (The Belfast Trust), Queens University of Belfast, Belfast, UK
| | - Qi Yang
- Genentech, Inc., South San Francisco, CA, USA
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17
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Ran J, Guo G, Zhang S, Zhang Y, Zhang L, Li D, Wu S, Cong Y, Wang X, Xie S, Zhao H, Liu H, Ou G, Zhu X, Zhou J, Liu M. KIF11 UFMylation Maintains Photoreceptor Cilium Integrity and Retinal Homeostasis. ADVANCED SCIENCE (WEINHEIM, BADEN-WURTTEMBERG, GERMANY) 2024; 11:e2400569. [PMID: 38666385 PMCID: PMC11220646 DOI: 10.1002/advs.202400569] [Citation(s) in RCA: 1] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 01/16/2024] [Revised: 04/01/2024] [Indexed: 07/04/2024]
Abstract
The photoreceptor cilium is vital for maintaining the structure and function of the retina. However, the molecular mechanisms underlying the photoreceptor cilium integrity and retinal homeostasis are largely unknown. Herein, it is shown that kinesin family member 11 (KIF11) localizes at the transition zone (connecting cilium) of the photoreceptor and plays a crucial role in orchestrating the cilium integrity. KIF11 depletion causes malformations of both the photoreceptor ciliary axoneme and membranous discs, resulting in photoreceptor degeneration and the accumulation of drusen-like deposits throughout the retina. Mechanistic studies show that the stability of KIF11 is regulated by an interplay between its UFMylation and ubiquitination; UFMylation of KIF11 at lysine 953 inhibits its ubiquitination by synoviolin 1 and thereby prevents its proteasomal degradation. The lysine 953-to-arginine mutant of KIF11 is more stable than wild-type KIF11 and also more effective in reversing the ciliary and retinal defects induced by KIF11 depletion. These findings identify a critical role for KIF11 UFMylation in the maintenance of photoreceptor cilium integrity and retinal homeostasis.
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Affiliation(s)
- Jie Ran
- Center for Cell Structure and FunctionShandong Provincial Key Laboratory of Animal Resistance BiologyHaihe Laboratory of Cell EcosystemCollege of Life SciencesShandong Normal UniversityJinan250014China
| | - Guizhi Guo
- Center for Cell Structure and FunctionShandong Provincial Key Laboratory of Animal Resistance BiologyHaihe Laboratory of Cell EcosystemCollege of Life SciencesShandong Normal UniversityJinan250014China
| | - Sai Zhang
- Center for Cell Structure and FunctionShandong Provincial Key Laboratory of Animal Resistance BiologyHaihe Laboratory of Cell EcosystemCollege of Life SciencesShandong Normal UniversityJinan250014China
| | - Yufei Zhang
- Center for Cell Structure and FunctionShandong Provincial Key Laboratory of Animal Resistance BiologyHaihe Laboratory of Cell EcosystemCollege of Life SciencesShandong Normal UniversityJinan250014China
| | - Liang Zhang
- Center for Cell Structure and FunctionShandong Provincial Key Laboratory of Animal Resistance BiologyHaihe Laboratory of Cell EcosystemCollege of Life SciencesShandong Normal UniversityJinan250014China
| | - Dengwen Li
- Department of Genetics and Cell BiologyState Key Laboratory of Medicinal Chemical BiologyCollege of Life SciencesNankai UniversityTianjin300071China
| | - Shian Wu
- Department of Genetics and Cell BiologyState Key Laboratory of Medicinal Chemical BiologyCollege of Life SciencesNankai UniversityTianjin300071China
| | - Yusheng Cong
- Key Laboratory of Aging and Cancer Biology of Zhejiang ProvinceInstitute of Aging ResearchSchool of MedicineHangzhou Normal UniversityHangzhou310036China
| | - Xiaohong Wang
- Department of PharmacologyTianjin Key Laboratory of Inflammation BiologySchool of Basic Medical SciencesTianjin Medical UniversityTianjin300070China
| | - Songbo Xie
- Center for Cell Structure and FunctionShandong Provincial Key Laboratory of Animal Resistance BiologyHaihe Laboratory of Cell EcosystemCollege of Life SciencesShandong Normal UniversityJinan250014China
| | - Huijie Zhao
- Center for Cell Structure and FunctionShandong Provincial Key Laboratory of Animal Resistance BiologyHaihe Laboratory of Cell EcosystemCollege of Life SciencesShandong Normal UniversityJinan250014China
| | - Hongbin Liu
- Center for Reproductive MedicineCheeloo College of MedicineKey Laboratory of Reproductive Endocrinology of Ministry of EducationShandong UniversityJinan250014China
| | - Guangshuo Ou
- Tsinghua‐Peking Center for Life SciencesMinistry of Education Key Laboratory for Protein ScienceSchool of Life SciencesTsinghua UniversityBeijing100084China
| | - Xueliang Zhu
- State Key Laboratory of Cell BiologyCAS Center for Excellence in Molecular Cell ScienceShanghai Institute of Biochemistry and Cell BiologyChinese Academy of SciencesShanghai200031China
| | - Jun Zhou
- Center for Cell Structure and FunctionShandong Provincial Key Laboratory of Animal Resistance BiologyHaihe Laboratory of Cell EcosystemCollege of Life SciencesShandong Normal UniversityJinan250014China
- Department of Genetics and Cell BiologyState Key Laboratory of Medicinal Chemical BiologyCollege of Life SciencesNankai UniversityTianjin300071China
| | - Min Liu
- Laboratory of Tissue HomeostasisHaihe Laboratory of Cell EcosystemTianjin300462China
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18
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Borrelli E, Bandello F, Boon CJF, Carelli V, Lenaers G, Reibaldi M, Sadda SR, Sadun AA, Sarraf D, Yu-Wai-Man P, Barboni P. Mitochondrial retinopathies and optic neuropathies: The impact of retinal imaging on modern understanding of pathogenesis, diagnosis, and management. Prog Retin Eye Res 2024; 101:101264. [PMID: 38703886 DOI: 10.1016/j.preteyeres.2024.101264] [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: 01/11/2024] [Revised: 03/18/2024] [Accepted: 04/26/2024] [Indexed: 05/06/2024]
Abstract
Advancements in ocular imaging have significantly broadened our comprehension of mitochondrial retinopathies and optic neuropathies by examining the structural and pathological aspects of the retina and optic nerve in these conditions. This article aims to review the prominent imaging characteristics associated with mitochondrial retinopathies and optic neuropathies, aiming to deepen our insight into their pathogenesis and clinical features. Preceding this exploration, the article provides a detailed overview of the crucial genetic and clinical features, which is essential for the proper interpretation of in vivo imaging. More importantly, we will provide a critical analysis on how these imaging modalities could serve as biomarkers for characterization and monitoring, as well as in guiding treatment decisions. However, these imaging methods have limitations, which will be discussed along with potential strategies to mitigate them. Lastly, the article will emphasize the potential advantages and future integration of imaging techniques in evaluating patients with mitochondrial eye disorders, considering the prospects of emerging gene therapies.
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Affiliation(s)
- Enrico Borrelli
- Department of Surgical Sciences, University of Turin, Turin, Italy; Department of Ophthalmology, "City of Health and Science" Hospital, Turin, Italy.
| | - Francesco Bandello
- Vita-Salute San Raffaele University, Milan, Italy; IRCCS San Raffaele Scientific Institute, Milan, Italy
| | - Camiel J F Boon
- Department of Ophthalmology, Amsterdam University Medical Centers, Amsterdam, the Netherlands; Department of Ophthalmology, Leiden University Medical Center, Leiden, the Netherlands
| | - Valerio Carelli
- Dipartimento di Scienze Biomediche e Neuromotorie, Università di Bologna, Bologna, Italy; IRCCS Istituto delle Scienze Neurologiche di Bologna, Programma di Neurogenetica, Bologna, Italy
| | - Guy Lenaers
- Equipe MitoLab, Unité MitoVasc, INSERM U1083, Université d'Angers, 49933, Angers, France; Service de Neurologie, CHU d'Angers, 49100, Angers, France
| | - Michele Reibaldi
- Department of Surgical Sciences, University of Turin, Turin, Italy; Department of Ophthalmology, "City of Health and Science" Hospital, Turin, Italy
| | - Srinivas R Sadda
- Department of Ophthalmology, David Geffen School of Medicine at UCLA, Los Angeles, CA, USA; Doheny Eye Institute, Los Angeles, CA, USA
| | - Alfredo A Sadun
- Department of Ophthalmology, David Geffen School of Medicine at UCLA, Los Angeles, CA, USA; Doheny Eye Institute, Los Angeles, CA, USA
| | - David Sarraf
- Department of Ophthalmology, David Geffen School of Medicine at UCLA, Los Angeles, CA, USA; Retinal Disorders and Ophthalmic Genetics Division, Stein Eye Institute, David Geffen School of Medicine at UCLA, Los Angeles, CA, USA
| | - Patrick Yu-Wai-Man
- John van Geest Centre for Brain Repair and MRC Mitochondrial Biology Unit, Department of Clinical Neurosciences, University of Cambridge, Cambridge, UK; Cambridge Eye Unit, Addenbrooke's Hospital, Cambridge University Hospitals, Cambridge, UK; Moorfields Eye Hospital NHS Foundation Trust, London, UK; Institute of Ophthalmology, University College London, London, UK
| | - Piero Barboni
- IRCCS San Raffaele Scientific Institute, Milan, Italy; Studio Oculistico d'Azeglio, Bologna, Italy.
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19
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Vujosevic S, Loewenstein A, O'Toole L, Schmidt-Erfurth UM, Zur D, Chakravarthy U. Imaging geographic atrophy: integrating structure and function to better understand the effects of new treatments. Br J Ophthalmol 2024; 108:773-778. [PMID: 38290804 DOI: 10.1136/bjo-2023-324246] [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: 07/11/2023] [Accepted: 12/23/2023] [Indexed: 02/01/2024]
Abstract
Geographic atrophy (GA) is an advanced and irreversible form of age-related macular degeneration (AMD). Chronic low grade inflammation is thought to act as an initiator of this degenerative process, resulting in loss of photoreceptors (PRs), retinal pigment epithelium (RPE) and the underlying choriocapillaris. This review examined the challenges of clinical trials to date which have sought to treat GA, with particular reference to the successful outcome of C3 complement inhibition. Currently, optical coherence tomography (OCT) seems to be the most suitable method to detect GA and monitor the effect of treatment. In addition, the merits of using novel anatomical endpoints in detecting GA expansion are discussed. Although best-corrected visual acuity is commonly used to monitor disease in GA, other tests to determine visual function are explored. Although not widely available, microperimetry enables quantification of retinal sensitivity (RS) and macular fixation behaviour related to fundus characteristics. There is a spatial correlation between OCT/fundus autofluorescence evaluation of PR damage outside the area of RPE loss and RS on microperimetry, showing important associations with visual function. Standardisation of testing by microperimetry is necessary to enable this modality to detect AMD progression. Artificial intelligence (AI) analysis has shown PR layers integrity precedes and exceeds GA loss. Loss of the ellipsoid zone has been recognised as a primary outcome parameter in therapeutic trials for GA. The integrity of the PR layers imaged by OCT at baseline has been shown to be an important prognostic indicator. AI has the potential to be invaluable in personalising care and justifying treatment intervention.
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Affiliation(s)
- Stela Vujosevic
- Department of Biomedical, Surgical and Dental Sciences, University of Milan, Milan, Italy
- Eye Clinic, IRCCS MultiMedica, Milan, Italy
| | - Anat Loewenstein
- Ophthalmology Division, Tel Aviv Medical Center, Tel Aviv, Israel
| | | | | | - Dinah Zur
- Ophthalmology Division, Tel Aviv University, Tel Aviv, Israel
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20
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Santarossa M, Beyer TT, Scharf ABA, Tatli A, von der Burchard C, Nazarenus J, Roider JB, Koch R. When Two Eyes Don't Suffice-Learning Difficult Hyperfluorescence Segmentations in Retinal Fundus Autofluorescence Images via Ensemble Learning. J Imaging 2024; 10:116. [PMID: 38786570 PMCID: PMC11122615 DOI: 10.3390/jimaging10050116] [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: 04/16/2024] [Revised: 05/03/2024] [Accepted: 05/06/2024] [Indexed: 05/25/2024] Open
Abstract
Hyperfluorescence (HF) and reduced autofluorescence (RA) are important biomarkers in fundus autofluorescence images (FAF) for the assessment of health of the retinal pigment epithelium (RPE), an important indicator of disease progression in geographic atrophy (GA) or central serous chorioretinopathy (CSCR). Autofluorescence images have been annotated by human raters, but distinguishing biomarkers (whether signals are increased or decreased) from the normal background proves challenging, with borders being particularly open to interpretation. Consequently, significant variations emerge among different graders, and even within the same grader during repeated annotations. Tests on in-house FAF data show that even highly skilled medical experts, despite previously discussing and settling on precise annotation guidelines, reach a pair-wise agreement measured in a Dice score of no more than 63-80% for HF segmentations and only 14-52% for RA. The data further show that the agreement of our primary annotation expert with herself is a 72% Dice score for HF and 51% for RA. Given these numbers, the task of automated HF and RA segmentation cannot simply be refined to the improvement in a segmentation score. Instead, we propose the use of a segmentation ensemble. Learning from images with a single annotation, the ensemble reaches expert-like performance with an agreement of a 64-81% Dice score for HF and 21-41% for RA with all our experts. In addition, utilizing the mean predictions of the ensemble networks and their variance, we devise ternary segmentations where FAF image areas are labeled either as confident background, confident HF, or potential HF, ensuring that predictions are reliable where they are confident (97% Precision), while detecting all instances of HF (99% Recall) annotated by all experts.
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Affiliation(s)
- Monty Santarossa
- Department of Computer Science, Kiel University, 24118 Kiel, Germany; (T.T.B.); (J.N.); (R.K.)
| | - Tebbo Tassilo Beyer
- Department of Computer Science, Kiel University, 24118 Kiel, Germany; (T.T.B.); (J.N.); (R.K.)
| | | | - Ayse Tatli
- Department of Ophthalmology, Kiel University, 24118 Kiel, Germany; (A.B.A.S.); (A.T.); (C.v.d.B.); (J.B.R.)
| | - Claus von der Burchard
- Department of Ophthalmology, Kiel University, 24118 Kiel, Germany; (A.B.A.S.); (A.T.); (C.v.d.B.); (J.B.R.)
| | - Jakob Nazarenus
- Department of Computer Science, Kiel University, 24118 Kiel, Germany; (T.T.B.); (J.N.); (R.K.)
| | - Johann Baptist Roider
- Department of Ophthalmology, Kiel University, 24118 Kiel, Germany; (A.B.A.S.); (A.T.); (C.v.d.B.); (J.B.R.)
| | - Reinhard Koch
- Department of Computer Science, Kiel University, 24118 Kiel, Germany; (T.T.B.); (J.N.); (R.K.)
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21
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Cervera-Taulet E, Montero-Hernández J, Monferrer Adsuara C, Pulido JS. The contribution of indocyanine green angiography in a case of unilateral retinal pigment epithelium dysgenesis. Eur J Ophthalmol 2024; 34:NP46-NP52. [PMID: 37649336 DOI: 10.1177/11206721231199337] [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: 09/01/2023]
Abstract
PURPOSE To further enhance understanding of the expanded clinical spectrum of unilateral retinal pigment epithelium dysgenesis (URPED) via numerous imaging modalities including novel markers of highly detailed indocyanine green angiography (ICGA) features. METHODS Retrospective, observational, case report. RESULTS URPED in this patient is expressed as a solitary, flat and pigmented lesion in the posterior pole with RPE hyperplasia and atrophic changes. An epiretinal membrane (ERM) causing fine, tortuous retinal vessels and retinal folds was observed. Green and blue excitation light fundus autofluorescence showed a biphasic appearance with hypoautofluorescent rounded lesions and a reticular configuration of normal RPE. Fundus fluorescein angiography revealed diffuse hypofluorescence and hyperfluorescent wisps of leakage in late-phases. Early-phase of ICGA evidenced diffuse hypocianescence and a delineated hypercianescent scalloped margin appeared in the late-phase, together with focal hypocianescent spots. SD-OCT demonstrated irregularity of the RPE with fibrosis and hyperplastic changes combined with atrophic areas. Flat RPE detachments intermingled with healthy-appearing RPE were also observed together with thinning of the outer retina. ERM with thickening and disorganization involving the whole retina was present. Optical coherence tomography angiography (14 × 14 mm) revealed an oval shape foveal avascular zone and vascular anomalies such as tortuosity and looping. CONCLUSION URPED is an extremely rare clinical entity with only a few cases reported. In this case the almost pathognomonic differential features of URPED were best appreciated with ICGA imaging. To our knowledge, this is the first reported case of URPED with these abnormal findings on ICGA meaning it could be part of the spectrum of the disease.
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Affiliation(s)
| | | | | | - Jose S Pulido
- Wills Eye Hospital, Mid Atlantic Retina, Thomas Jefferson University, Philadelphia, PA, USA
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22
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Kunala K, Tang JAH, Bowles Johnson KE, Huynh KT, Parkins K, Kim HJ, Yang Q, Sparrow JR, Hunter JJ. Near Infrared Autofluorescence Lifetime Imaging of Human Retinal Pigment Epithelium Using Adaptive Optics Scanning Light Ophthalmoscopy. Invest Ophthalmol Vis Sci 2024; 65:27. [PMID: 38758638 PMCID: PMC11107951 DOI: 10.1167/iovs.65.5.27] [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: 08/07/2023] [Accepted: 04/23/2024] [Indexed: 05/19/2024] Open
Abstract
Purpose To demonstrate the first near-infrared adaptive optics fluorescence lifetime imaging ophthalmoscopy (NIR-AOFLIO) measurements in vivo of the human retinal pigment epithelial (RPE) cellular mosaic and to visualize lifetime changes at different retinal eccentricities. Methods NIR reflectance and autofluorescence were captured using a custom adaptive optics scanning light ophthalmoscope in 10 healthy subjects (23-64 years old) at seven eccentricities and in two eyes with retinal abnormalities. Repeatability was assessed across two visits up to 8 weeks apart. Endogenous retinal fluorophores and hydrophobic whole retinal extracts of Abca4-/- pigmented and albino mice were imaged to probe the fluorescence origin of NIR-AOFLIO. Results The RPE mosaic was resolved at all locations in five of seven younger subjects (<35 years old). The mean lifetime across near-peripheral regions (8° and 12°) was longer compared to near-foveal regions (0° and 2°). Repeatability across two visits showed moderate to excellent correlation (intraclass correlation: 0.88 [τm], 0.75 [τ1], 0.65 [τ2], 0.98 [a1]). The mean lifetime across drusen-containing eyes was longer than in age-matched healthy eyes. Fluorescence was observed in only the extracts from pigmented Abca4-/- mouse. Conclusions NIR-AOFLIO was repeatable and allowed visualization of the RPE cellular mosaic. An observed signal in only the pigmented mouse extract infers the fluorescence signal originates predominantly from melanin. Variations observed across the retina with intermediate age-related macular degeneration suggest NIR-AOFLIO may act as a functional measure of a biomarker for in vivo monitoring of early alterations in retinal health.
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Affiliation(s)
- Karteek Kunala
- Center for Visual Science, University of Rochester, Rochester, New York, United States
- Byers Eye Institute, Stanford University, Palo Alto, California, United States
| | - Janet A. H. Tang
- Center for Visual Science, University of Rochester, Rochester, New York, United States
- The Institute of Optics, University of Rochester, Rochester, New York, United States
| | - Kristen E. Bowles Johnson
- Center for Visual Science, University of Rochester, Rochester, New York, United States
- Flaum Eye Institute, University of Rochester, Rochester, New York, United States
- School of Optometry, Indiana University, Bloomington, Indiana, United States
| | - Khang T. Huynh
- Center for Visual Science, University of Rochester, Rochester, New York, United States
- Department of Biomedical Engineering, University of Rochester, Rochester, New York, United States
- Herbert Wertheim School of Optometry & Vision Science, University of California, Berkeley, Berkeley, California, United States
| | - Keith Parkins
- Center for Visual Science, University of Rochester, Rochester, New York, United States
| | - Hye-Jin Kim
- College of Pharmacy, Keimyung University, Dalseo-gu, Daegu, South Korea
- Department of Ophthalmology, Columbia University Medical Center, New York, New York, United States
| | - Qiang Yang
- Center for Visual Science, University of Rochester, Rochester, New York, United States
| | - Janet R. Sparrow
- Department of Ophthalmology, Columbia University Medical Center, New York, New York, United States
| | - Jennifer J. Hunter
- Center for Visual Science, University of Rochester, Rochester, New York, United States
- Flaum Eye Institute, University of Rochester, Rochester, New York, United States
- School of Optometry and Vision Science, University of Waterloo, Waterloo, Ontario, Canada
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23
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von der Emde L, Rennen GC, Vaisband M, Hasenauer J, Liegl R, Fleckenstein M, Pfau M, Holz FG, Ach T. Impact of lens autofluorescence and opacification on retinal imaging. BMJ Open Ophthalmol 2024; 9:e001628. [PMID: 38684375 PMCID: PMC11086461 DOI: 10.1136/bmjophth-2023-001628] [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: 12/28/2023] [Accepted: 03/28/2024] [Indexed: 05/02/2024] Open
Abstract
BACKGROUND Retinal imaging, including fundus autofluorescence (FAF), strongly depends on the clearness of the optical media. Lens status is crucial since the ageing lens has both light-blocking and autofluorescence (AF) properties that distort image analysis. Here, we report both lens opacification and AF metrics and the effect on automated image quality assessment. METHODS 227 subjects (range: 19-89 years old) received quantitative AF of the lens (LQAF), Scheimpflug, anterior chamber optical coherence tomography as well as blue/green FAF (BAF/GAF), and infrared (IR) imaging. LQAF values, the Pentacam Nucleus Staging score and the relative lens reflectivity were extracted to estimate lens opacification. Mean opinion scores of FAF and IR image quality were compiled by medical readers. A regression model for predicting image quality was developed using a convolutional neural network (CNN). Correlation analysis was conducted to assess the association of lens scores, with retinal image quality derived from human or CNN annotations. RESULTS Retinal image quality was generally high across all imaging modalities (IR (8.25±1.99) >GAF >BAF (6.6±3.13)). CNN image quality prediction was excellent (average mean absolute error (MAE) 0.9). Predictions were comparable to human grading. Overall, LQAF showed the highest correlation with image quality grading criteria for all imaging modalities (eg, Pearson correlation±CI -0.35 (-0.50 to 0.18) for BAF/LQAF). BAF image quality was most vulnerable to an increase in lenticular metrics, while IR (-0.19 (-0.38 to 0.01)) demonstrated the highest resilience. CONCLUSION The use of CNN-based retinal image quality assessment achieved excellent results. The study highlights the vulnerability of BAF to lenticular remodelling. These results can aid in the development of cut-off values for clinical studies, ensuring reliable data collection for the monitoring of retinal diseases.
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Affiliation(s)
- Leon von der Emde
- Department of Ophthalmology, University Hospital Bonn, Bonn, NRW, Germany
- University of Bonn, Bonn, Nordrhein-Westfalen, Germany
| | - Geena C Rennen
- Department of Ophthalmology, University Hospital Bonn, Bonn, NRW, Germany
| | - Marc Vaisband
- Life & Medical Sciences Institute, University of Bonn, Bonn, Nordrhein-Westfalen, Germany
- Department of Internal Medicine III with Haematology, Laboratory for Immunological and Molecular Cancer Research, Bonn, Germany
| | - Jan Hasenauer
- Life & Medical Sciences Institute, Bonn, Germany
- Helmholtz Center Munich- German Research Center for Environmental Health, Institute of Computational Biology, Bonn, Germany
| | - Raffael Liegl
- Department of Ophthalmology, University Hospital Bonn, Bonn, NRW, Germany
| | - Monika Fleckenstein
- Department of Ophthalmology, University Hospital Bonn, Bonn, NRW, Germany
- Department of Ophthalmology and Visual Science, University of Utah Health, Salt Lake City, Utah, USA
| | - Maximilian Pfau
- Institute of Molecular and Clinical Ophthalmology Basel, Basel, Basel-Stadt, Switzerland
| | - Frank G Holz
- Department of Ophthalmology, Rheinische Friedrich-Wilhelms-Universitat Bonn, Bonn, Germany
| | - Thomas Ach
- Department of Ophthalmology, University Hospital Bonn, Bonn, NRW, Germany
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24
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Mauschitz MM, Zeller M, Sagar P, Biswal S, Guzman G, Terheyden JH, Meyer CH, Holz FG, Heinz C, Pleyer U, Finger RP, Wintergerst MWM. Fundus Autofluorescence in Posterior and Panuveitis-An Under-Estimated Imaging Technique: A Review and Case Series. Biomolecules 2024; 14:515. [PMID: 38785922 PMCID: PMC11118036 DOI: 10.3390/biom14050515] [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: 01/06/2024] [Revised: 02/22/2024] [Accepted: 02/25/2024] [Indexed: 05/25/2024] Open
Abstract
Fundus autofluorescence (FAF) is a prompt and non-invasive imaging modality helpful in detecting pathological abnormalities within the retina and the choroid. This narrative review and case series provides an overview on the current application of FAF in posterior and panuveitis. The literature was reviewed for articles on lesion characteristics on FAF of specific posterior and panuveitis entities as well as benefits and limitations of FAF for diagnosing and monitoring disease. FAF characteristics are described for non-infectious and infectious uveitis forms as well as masquerade syndromes. Dependent on the uveitis entity, FAF is of diagnostic value in detecting disease and following the clinical course. Currently available FAF modalities which differ in excitation wavelengths can provide different pathological insights depending on disease entity and activity. Further studies on the comparison of FAF modalities and their individual value for uveitis diagnosis and monitoring are warranted.
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Affiliation(s)
- Matthias M. Mauschitz
- Department of Ophthalmology, University Hospital Bonn, University of Bonn, 53127 Bonn, Germany
| | - Markus Zeller
- Department of Ophthalmology, University Hospital Bonn, University of Bonn, 53127 Bonn, Germany
| | - Pradeep Sagar
- Sankara Academy of Vision, Sankara Eye Hospital Shimoga, Shimoga 577202, India; (P.S.)
| | - Suchitra Biswal
- Sankara Academy of Vision, Sankara Eye Hospital Shimoga, Shimoga 577202, India; (P.S.)
| | - Gabriela Guzman
- Department of Ophthalmology, University Hospital Bonn, University of Bonn, 53127 Bonn, Germany
| | - Jan H. Terheyden
- Department of Ophthalmology, University Hospital Bonn, University of Bonn, 53127 Bonn, Germany
| | - Carsten H. Meyer
- Augenzentrum Grischun, 7000 Chur, Switzerland
- Department of Ophthalmology, Philipps University, 35037 Marburg, Germany
| | - Frank G. Holz
- Department of Ophthalmology, University Hospital Bonn, University of Bonn, 53127 Bonn, Germany
| | - Carsten Heinz
- Department of Ophthalmology, St. Franziskus-Hospital Muenster, 48145 Muenster, Germany;
- Department of Ophthalmology, University Duisburg-Essen, 45122 Essen, Germany
| | - Uwe Pleyer
- Charité-Universitätsmedizin Berlin, Corporate Member of Freie Universität Berlin and Humboldt-Universität zu Berlin, 13353 Berlin, Germany;
- Department of Ophthalmology, Berlin and Berlin Institute of Health, 13353 Berlin, Germany
| | - Robert P. Finger
- Department of Ophthalmology, University Medical Center Mannheim, Heidelberg University, 68167 Mannheim, Germany
| | - Maximilian W. M. Wintergerst
- Department of Ophthalmology, University Hospital Bonn, University of Bonn, 53127 Bonn, Germany
- Augenzentrum Grischun, 7000 Chur, Switzerland
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da Palma MM, Marra M, Igelman AD, Ku CA, Burr A, Andersen K, Everett LA, Porto FBO, Sallum JMF, Yang P, Pennesi ME. Expanding the phenotypic and genotypic spectrum of patients with HGSNAT-related retinopathy. Ophthalmic Genet 2024; 45:167-174. [PMID: 37592806 DOI: 10.1080/13816810.2023.2245035] [Citation(s) in RCA: 1] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/12/2023] [Accepted: 08/01/2023] [Indexed: 08/19/2023]
Abstract
BACKGROUND Variants in HGSNAT have historically been associated with syndromic mucopolysaccharidosis type IIIC (MPSIIIC) but more recent studies demonstrate cases of HGSNAT-related non-syndromic retinitis pigmentosa. We describe and expand the genotypic and phenotypic spectrum of this disease. MATERIALS AND METHODS This is a retrospective, observational, case series of 11 patients with pericentral retinitis pigmentosa due to variants in HGSNAT gene without a syndromic diagnosis of MPSIIIC. We reviewed ophthalmologic data extracted from medical records, genetic testing, color fundus photos, fundus autofluorescence (FAF), and optical coherence tomography (OCT). RESULTS Of the 11 patients, the mean age was 52 years (range: 26-78). The mean age of ophthalmologic symptoms onset was 45 years (range: 15-72). The visual acuity varied from 20/20 to 20/80 (mean 20/30 median 20/20). We described five novel variants in HGSNAT: c.715del (p.Arg239Alafs *37), c.118 G>A (p.Asp40Asn), c.1218_1220delinsTAT, c.1297A>G (p.Asn433Asp), and c.1726 G>T (p.Gly576*). CONCLUSIONS HGSNAT has high phenotypic heterogeneity. Data from our cohort showed that all patients who had at least one variant of c.1843 G>A (p.Ala615Thr) presented with the onset of ocular symptoms after the fourth decade of life. The two patients with onset of ocular symptoms before the fourth decade did not carry this variant. This may suggest that c.1843 G>A variant is associated with a later onset of retinopathy.
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Affiliation(s)
- Mariana Matioli da Palma
- Department of Ophthalmology, Casey Eye Institute at Oregon Health & Science University (OHSU), Portland, Oregon, USA
- Department of Ophthalmology and Visual Sciences, Universidade Federal de São Paulo Escola Paulista de Medicina (UNIFESP), São Paulo, Brazil
- Instituto de Genética Ocular, São Paulo, Brazil
- Department of Surgery & Hospital Clinic of Barcelona, School of Medicine, Universitat de Barcelona, Barcelona, Spain
| | - Molly Marra
- Department of Ophthalmology, Casey Eye Institute at Oregon Health & Science University (OHSU), Portland, Oregon, USA
| | - Austin D Igelman
- Department of Ophthalmology, Casey Eye Institute at Oregon Health & Science University (OHSU), Portland, Oregon, USA
| | - Cristy A Ku
- Department of Ophthalmology, Casey Eye Institute at Oregon Health & Science University (OHSU), Portland, Oregon, USA
- Department of Ophthalmology & Vision Science, University of California Davis, Sacramento, California, USA
| | - Amanda Burr
- Department of Ophthalmology, Casey Eye Institute at Oregon Health & Science University (OHSU), Portland, Oregon, USA
| | - Katherine Andersen
- Department of Ophthalmology, Casey Eye Institute at Oregon Health & Science University (OHSU), Portland, Oregon, USA
| | - Lesley A Everett
- Department of Ophthalmology, Casey Eye Institute at Oregon Health & Science University (OHSU), Portland, Oregon, USA
| | | | - Juliana Maria Ferraz Sallum
- Department of Ophthalmology and Visual Sciences, Universidade Federal de São Paulo Escola Paulista de Medicina (UNIFESP), São Paulo, Brazil
- Instituto de Genética Ocular, São Paulo, Brazil
| | - Paul Yang
- Department of Ophthalmology, Casey Eye Institute at Oregon Health & Science University (OHSU), Portland, Oregon, USA
| | - Mark E Pennesi
- Department of Ophthalmology, Casey Eye Institute at Oregon Health & Science University (OHSU), Portland, Oregon, USA
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Abstract
Importance Age-related macular degeneration (AMD) affects approximately 20 million people in the US and 196 million people worldwide. AMD is a leading cause of severe vision impairment in older people and is expected to affect approximately 288 million people worldwide by 2040. Observations Older age, genetic factors, and environmental factors, such as cigarette smoking, are associated with development of AMD. AMD occurs when extracellular deposits accumulate in the outer retina, ultimately leading to photoreceptor degeneration and loss of central vision. The late stages of AMD are characterized by outer retinal atrophy, termed geographic atrophy, or neovascularization associated with subretinal and/or intraretinal exudation, termed exudative neovascular AMD. The annual incidence of AMD ranges from 0.3 per 1000 in people who are aged 55 to 59 years to 36.7 per 1000 in people aged 90 years or older. The estimated heritability of late-stage AMD is approximately 71% (95% CI, 18%-88%). Long-term prospective cohort studies show a significantly higher AMD incidence in people who smoke more than 20 cigarettes per day compared with people who never smoked. AMD is diagnosed primarily with clinical examination that includes a special lens that focuses light of the slit lamp through the pupil. Exudative neovascular AMD is best identified using angiography and by optical coherence tomography. Individuals with AMD who take nutritional supplements consisting of high-dose vitamin C, vitamin E, carotenoids, and zinc have a 20% probability to progress to late-stage AMD at 5 years vs a 28% probability for those taking a placebo. In exudative neovascular AMD, 94.6% of patients receiving monthly intravitreal anti-vascular endothelial growth factor (anti-VEGF) injections experience less than a 15-letter visual acuity loss after 12 months compared with 62.2% receiving sham treatment. Conclusions and Relevance The prevalence of AMD is anticipated to increase worldwide to 288 million individuals by 2040. Intravitreally administered anti-VEGF treatment is first-line therapy for exudative neovascular AMD.
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Affiliation(s)
| | - Steffen Schmitz-Valckenberg
- John A. Moran Eye Center, University of Utah Health, Salt Lake City
- Department of Ophthalmology, University of Bonn, Bonn, Germany
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Kaushik V, Dąbrowski M, Gessa L, Kumar N, Fernandes H. Two-photon excitation fluorescence in ophthalmology: safety and improved imaging for functional diagnostics. Front Med (Lausanne) 2024; 10:1293640. [PMID: 38235268 PMCID: PMC10791900 DOI: 10.3389/fmed.2023.1293640] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/13/2023] [Accepted: 12/11/2023] [Indexed: 01/19/2024] Open
Abstract
Two-photon excitation fluorescence (TPEF) is emerging as a powerful imaging technique with superior penetration power in scattering media, allowing for functional imaging of biological tissues at a subcellular level. TPEF is commonly used in cancer diagnostics, as it enables the direct observation of metabolism within living cells. The technique is now widely used in various medical fields, including ophthalmology. The eye is a complex and delicate organ with multiple layers of different cell types and tissues. Although this structure is ideal for visual perception, it generates aberrations in TPEF eye imaging. However, adaptive optics can now compensate for these aberrations, allowing for improved imaging of the eyes of animal models for human diseases. The eye is naturally built to filter out harmful wavelengths, but these wavelengths can be mimicked and thereby utilized in diagnostics via two-photon (2Ph) excitation. Recent advances in laser-source manufacturing have made it possible to minimize the exposure of in vivo measurements within safety, while achieving sufficient signals to detect for functional images, making TPEF a viable option for human application. This review explores recent advances in wavefront-distortion correction in animal models and the safety of use of TPEF on human subjects, both of which make TPEF a potentially powerful tool for ophthalmological diagnostics.
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Affiliation(s)
- Vineeta Kaushik
- Institute of Physical Chemistry, Polish Academy of Sciences, Warsaw, Poland
| | - Michał Dąbrowski
- Institute of Physical Chemistry, Polish Academy of Sciences, Warsaw, Poland
- International Centre for Translational Eye Research, Institute of Physical Chemistry, Polish Academy of Sciences, Warsaw, Poland
| | - Luca Gessa
- International Centre for Translational Eye Research, Institute of Physical Chemistry, Polish Academy of Sciences, Warsaw, Poland
| | - Nelam Kumar
- International Centre for Translational Eye Research, Institute of Physical Chemistry, Polish Academy of Sciences, Warsaw, Poland
| | - Humberto Fernandes
- International Centre for Translational Eye Research, Institute of Physical Chemistry, Polish Academy of Sciences, Warsaw, Poland
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28
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Romano F, Cozzi E, Boon CJF, Staurenghi G, Salvetti AP. MULTIMODAL RETINAL IMAGING REVEALS NEW PATHOGENIC INSIGHTS IN CENTRAL AREOLAR CHOROIDAL DYSTROPHY: A CASE SERIES. Retin Cases Brief Rep 2024; 18:32-38. [PMID: 36731070 DOI: 10.1097/icb.0000000000001325] [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: 02/04/2023]
Abstract
PURPOSE To describe novel imaging findings in a family affected by central areolar choroidal dystrophy. METHODS Case series with multimodal retinal imaging assessment. RESULTS A 19-year-old asymptomatic woman was referred for bilateral macular defects of the retinal pigment epithelium. Blue-light autofluorescence of her right eye revealed a speckled pattern in the macular area with a ring of decreased autofluorescence using near-infrared autofluorescence. Multimodal assessment of her left eye disclosed a single parafoveal spot of decreased pigmentation that was clearly visible as hyperautofluorescent using blue-light autofluorescence and as hypoautofluorescent using near-infrared autofluorescence. Optical coherence tomography angiography revealed several tiny areas of flow voids in correspondence of the retinal pigment epithelium alterations of both eyes. Three family members were recently diagnosed with presumed age-related macular degeneration and demonstrated well-demarcated areas of retinal pigment epithelium atrophy surrounded by yellowish deposits and a hypopigmented halo. Next-generation genetic analysis for inherited macular dystrophies was performed on the index case and the affected family members and revealed a p.Arg172Gln missense mutation in PRPH2 gene, leading to the diagnosis of central areolar choroidal dystrophy. CONCLUSION Multimodal imaging can reveal new pathogenic insights in central areolar choroidal dystrophy. Of notice, near-infrared autofluorescence and optical coherence tomography angiography are able to detect retinal pigment epithelium hypopigmentation and choriocapillaris rarefaction, respectively, since the earliest stages of the disease.
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Affiliation(s)
- Francesco Romano
- Eye Clinic, Department of Biomedical and Clinical Sciences, Luigi Sacco Hospital, University of Milan, Milan, Italy
| | - Elisa Cozzi
- Eye Clinic, Department of Biomedical and Clinical Sciences, Luigi Sacco Hospital, University of Milan, Milan, Italy
| | - Camiel J F Boon
- Department of Ophthalmology, Leiden University Medical Center, Leiden, the Netherlands; and
- Department of Ophthalmology, Amsterdam University Medical Center, Amsterdam, the Netherlands
| | - Giovanni Staurenghi
- Eye Clinic, Department of Biomedical and Clinical Sciences, Luigi Sacco Hospital, University of Milan, Milan, Italy
| | - Anna Paola Salvetti
- Eye Clinic, Department of Biomedical and Clinical Sciences, Luigi Sacco Hospital, University of Milan, Milan, Italy
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Różanowska MB. Lipofuscin, Its Origin, Properties, and Contribution to Retinal Fluorescence as a Potential Biomarker of Oxidative Damage to the Retina. Antioxidants (Basel) 2023; 12:2111. [PMID: 38136230 PMCID: PMC10740933 DOI: 10.3390/antiox12122111] [Citation(s) in RCA: 2] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/12/2023] [Revised: 12/05/2023] [Accepted: 12/09/2023] [Indexed: 12/24/2023] Open
Abstract
Lipofuscin accumulates with age as intracellular fluorescent granules originating from incomplete lysosomal digestion of phagocytosed and autophagocytosed material. The purpose of this review is to provide an update on the current understanding of the role of oxidative stress and/or lysosomal dysfunction in lipofuscin accumulation and its consequences, particularly for retinal pigment epithelium (RPE). Next, the fluorescence of lipofuscin, spectral changes induced by oxidation, and its contribution to retinal fluorescence are discussed. This is followed by reviewing recent developments in fluorescence imaging of the retina and the current evidence on the prognostic value of retinal fluorescence for the progression of age-related macular degeneration (AMD), the major blinding disease affecting elderly people in developed countries. The evidence of lipofuscin oxidation in vivo and the evidence of increased oxidative damage in AMD retina ex vivo lead to the conclusion that imaging of spectral characteristics of lipofuscin fluorescence may serve as a useful biomarker of oxidative damage, which can be helpful in assessing the efficacy of potential antioxidant therapies in retinal degenerations associated with accumulation of lipofuscin and increased oxidative stress. Finally, amendments to currently used fluorescence imaging instruments are suggested to be more sensitive and specific for imaging spectral characteristics of lipofuscin fluorescence.
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Affiliation(s)
- Małgorzata B. Różanowska
- School of Optometry and Vision Sciences, College of Biomedical and Life Sciences, Cardiff University, Maindy Road, Cardiff CF24 4HQ, Wales, UK;
- Cardiff Institute for Tissue Engineering and Repair (CITER), Redwood Building, King Edward VII Avenue, Cardiff CF10 3NB, Wales, UK
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30
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Pfau M, Künzel SH, Pfau K, Schmitz-Valckenberg S, Fleckenstein M, Holz FG. Multimodal imaging and deep learning in geographic atrophy secondary to age-related macular degeneration. Acta Ophthalmol 2023; 101:881-890. [PMID: 37933610 PMCID: PMC11044135 DOI: 10.1111/aos.15796] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/01/2023] [Revised: 10/09/2023] [Accepted: 10/10/2023] [Indexed: 11/08/2023]
Abstract
Geographic atrophy (GA) secondary to age-related macular degeneration is among the most common causes of irreversible vision loss in industrialized countries. Recently, two therapies have been approved by the US FDA. However, given the nature of their treatment effect, which primarily involves a relative decrease in disease progression, discerning the individual treatment response at the individual level may not be readily apparent. Thus, clinical decision-making may have to rely on the quantification of the slope of GA progression before and during treatment. A panel of imaging modalities and artificial intelligence (AI)-based algorithms are available for such quantifications. This article aims to provide a comprehensive overview of the fundamentals of GA imaging, the procedures for diagnosis and classification using these images, and the cutting-edge role of AI algorithms in automatically deriving diagnostic and prognostic insights from imaging data.
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Affiliation(s)
- Maximilian Pfau
- Institute of Molecular and Clinical Ophthalmology Basel, Basel, Switzerland
- Department of Ophthalmology, University of Basel, Basel, Switzerland
| | | | - Kristina Pfau
- Institute of Molecular and Clinical Ophthalmology Basel, Basel, Switzerland
- Department of Ophthalmology, University of Basel, Basel, Switzerland
- Department of Ophthalmology, University of Bonn, Bonn, Germany
| | - Steffen Schmitz-Valckenberg
- Department of Ophthalmology, University of Bonn, Bonn, Germany
- John A. Moran Eye Center, Department of Ophthalmology & Visual Sciences, University of Utah, Salt Lake City, Utah, USA
| | - Monika Fleckenstein
- John A. Moran Eye Center, Department of Ophthalmology & Visual Sciences, University of Utah, Salt Lake City, Utah, USA
| | - Frank G. Holz
- Department of Ophthalmology, University of Bonn, Bonn, Germany
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31
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Cohen SY, Chowers I, Nghiem-Buffet S, Mrejen S, Souied E, Gaudric A. Subretinal autofluorescent deposits: A review and proposal for clinical classification. Surv Ophthalmol 2023; 68:1050-1070. [PMID: 37392968 DOI: 10.1016/j.survophthal.2023.06.009] [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: 03/09/2023] [Revised: 06/20/2023] [Accepted: 06/26/2023] [Indexed: 07/03/2023]
Abstract
Subretinal autofluorescent deposits (SADs) may be found in the posterior pole, associated with very various conditions. These disorders usually present a typical pattern of autofluorescent lesions seen on short-wavelength fundus autofluorescence. We describe SADs according to their putative pathophysiological origin and also according to their clinical pattern, i.e., number, shape, and usual location. Five main putative pathophysiological origins of SADs were identified in disorders associated with an intrinsic impairment of phagocytosis and protein transportation, with excess of retinal pigment epithelium phagocytic capacity, with direct or indirect retinal pigment epithelium injury, and/or disorders associated with long-standing serous retinal detachment with mechanical separation between the retinal pigment epithelium and the photoreceptor outer segments. Clinically, however, they could be classified into eight subclasses of SADs, as observed on fundus autofluorescence as follows: single vitelliform macular lesion, multiple roundish or vitelliform lesions, multiple peripapillary lesions, flecked lesions, leopard-spot lesions, macular patterned lesions, patterned lesions located in the same area as the causal disorder, or nonpatterned lesions. Thus, if multimodal imaging may be required to diagnose the cause of SADs, the proposed classification based on noninvasive, widely available short-wavelength fundus autofluorescence could guide clinicians in making their diagnosis decision tree before considering the use of more invasive tools.
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Affiliation(s)
- Salomon Yves Cohen
- Ophthalmology Center for Imaging and Laser, Paris, France; Department of Ophthalmology, University of Paris-Est Créteil, Créteil, France.
| | - Itay Chowers
- Department of Ophthalmology, Hadassah Hospital, The Hebrew University of Jerusalem, Jerusalem, Israel
| | | | - Sarah Mrejen
- Ophthalmology Center for Imaging and Laser, Paris, France
| | - Eric Souied
- Department of Ophthalmology, University of Paris-Est Créteil, Créteil, France
| | - Alain Gaudric
- Ophthalmology Center for Imaging and Laser, Paris, France; Department of Ophthalmology, AP-HP, Hôpital Lariboisière, Université Paris Cité, Paris, France
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32
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von der Emde L, Mallwitz M, Vaisband M, Hasenauer J, Saßmannshausen M, Terheyden JH, Sloan KR, Schmitz-Valckenberg S, Finger RP, Holz FG, Ach T. Retest variability and patient reliability indices of quantitative fundus autofluorescence in age-related macular degeneration: a MACUSTAR study report. Sci Rep 2023; 13:17417. [PMID: 37833348 PMCID: PMC10576044 DOI: 10.1038/s41598-023-43417-y] [Citation(s) in RCA: 4] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/11/2023] [Accepted: 09/23/2023] [Indexed: 10/15/2023] Open
Abstract
This study aimed to determine the retest variability of quantitative fundus autofluorescence (QAF) in patients with and without age-related macular degeneration (AMD) and evaluate the predictive value of patient reliability indices on retest reliability. A total of 132 eyes from 68 patients were examined, including healthy individuals and those with various stages of AMD. Duplicate QAF imaging was conducted at baseline and 2 weeks later across six study sites. Intraclass correlation (ICC) analysis was used to evaluate the consistency of imaging, and mean opinion scores (MOS) of image quality were generated by two researchers. The contribution of MOS and other factors to retest variation was assessed using mixed-effect linear models. Additionally, a Random Forest Regressor was trained to evaluate the extent to which manual image grading of image quality could be replaced by automated assessment (inferred MOS). The results showed that ICC values were high for all QAF images, with slightly lower values in AMD-affected eyes. The average inter-day ICC was found to be 0.77 for QAF segments within the QAF8 ring and 0.74 for peripheral segments. Image quality was predicted with a mean absolute error of 0.27 on a 5-point scale, and of all evaluated reliability indices, MOS/inferred MOS proved most important. The findings suggest that QAF allows for reliable testing of autofluorescence levels at the posterior pole in patients with AMD in a multicenter, multioperator setting. Patient reliability indices could serve as eligibility criteria for clinical trials, helping identify patients with adequate retest reliability.
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Affiliation(s)
- Leon von der Emde
- Department of Ophthalmology, University Hospital Bonn, University of Bonn, Ernst-Abbe-Straße 2, 53127, Bonn, Germany
| | - Merten Mallwitz
- Department of Ophthalmology, University Hospital Bonn, University of Bonn, Ernst-Abbe-Straße 2, 53127, Bonn, Germany
| | - Marc Vaisband
- Life & Medical Sciences Institute, University of Bonn, Bonn, Germany
- Department of Internal Medicine III with Haematology, Medical Oncology, Haemostaseology, Infectiology and Rheumatology, Oncologic Center, Paracelsus Medical University, Salzburg, Austria
| | - Jan Hasenauer
- Life & Medical Sciences Institute, University of Bonn, Bonn, Germany
- Helmholtz Center Munich-German Research Center for Environmental Health, Institute of Computational Biology, Neuherberg, Germany
| | - Marlene Saßmannshausen
- Department of Ophthalmology, University Hospital Bonn, University of Bonn, Ernst-Abbe-Straße 2, 53127, Bonn, Germany
| | - Jan Henrik Terheyden
- Department of Ophthalmology, University Hospital Bonn, University of Bonn, Ernst-Abbe-Straße 2, 53127, Bonn, Germany
| | - Kenneth R Sloan
- Department of Ophthalmology and Visual Sciences, University of Alabama at Birmingham, Alabama, AL, USA
| | | | - Robert P Finger
- Department of Ophthalmology, University Hospital Bonn, University of Bonn, Ernst-Abbe-Straße 2, 53127, Bonn, Germany
| | - Frank G Holz
- Department of Ophthalmology, University Hospital Bonn, University of Bonn, Ernst-Abbe-Straße 2, 53127, Bonn, Germany
| | - Thomas Ach
- Department of Ophthalmology, University Hospital Bonn, University of Bonn, Ernst-Abbe-Straße 2, 53127, Bonn, Germany.
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Yang TH, Kang EYC, Lin PH, Wu PL, Sachs JA, Wang NK. The Value of Electroretinography in Identifying Candidate Genes for Inherited Retinal Dystrophies: A Diagnostic Guide. Diagnostics (Basel) 2023; 13:3041. [PMID: 37835784 PMCID: PMC10572658 DOI: 10.3390/diagnostics13193041] [Citation(s) in RCA: 3] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/20/2023] [Revised: 09/08/2023] [Accepted: 09/13/2023] [Indexed: 10/15/2023] Open
Abstract
Inherited retinal dystrophies (IRDs) are a group of heterogeneous diseases caused by genetic mutations that specifically affect the function of the rod, cone, or bipolar cells in the retina. Electroretinography (ERG) is a diagnostic tool that measures the electrical activity of the retina in response to light stimuli, and it can help to determine the function of these cells. A normal ERG response consists of two waves, the a-wave and the b-wave, which reflect the activity of the photoreceptor cells and the bipolar and Muller cells, respectively. Despite the growing availability of next-generation sequencing (NGS) technology, identifying the precise genetic mutation causing an IRD can be challenging and costly. However, certain types of IRDs present with unique ERG features that can help guide genetic testing. By combining these ERG findings with other clinical information, such as on family history and retinal imaging, physicians can effectively narrow down the list of candidate genes to be sequenced, thereby reducing the cost of genetic testing. This review article focuses on certain types of IRDs with unique ERG features. We will discuss the pathophysiology and clinical presentation of, and ERG findings on, these disorders, emphasizing the unique role ERG plays in their diagnosis and genetic testing.
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Affiliation(s)
- Tsai-Hsuan Yang
- Department of Education, Chang Gung Memorial Hospital, Linkou Medical Center, Taoyuan 33305, Taiwan;
- College of Medicine, National Yang Ming Chiao Tung University, Taipei 11217, Taiwan
| | - Eugene Yu-Chuan Kang
- Department of Ophthalmology, Chang Gung Memorial Hospital, Linkou Medical Center, Taoyuan 33305, Taiwan;
- College of Medicine, Chang Gung University, Taoyuan 33302, Taiwan
- Graduate Institute of Clinical Medical Sciences, College of Medicine, Chang Gung University, Taoyuan 33302, Taiwan
| | - Pei-Hsuan Lin
- National Taiwan University Hospital, Yunlin 640203, Taiwan;
- Department of Ophthalmology, Edward S. Harkness Eye Institute, Columbia University Irving Medical Center, Columbia University, New York, NY 10032, USA; (P.-L.W.); (J.A.S.)
| | - Pei-Liang Wu
- Department of Ophthalmology, Edward S. Harkness Eye Institute, Columbia University Irving Medical Center, Columbia University, New York, NY 10032, USA; (P.-L.W.); (J.A.S.)
- Department of Medicine, National Taiwan University, Taipei 10617, Taiwan
| | - Jacob Aaron Sachs
- Department of Ophthalmology, Edward S. Harkness Eye Institute, Columbia University Irving Medical Center, Columbia University, New York, NY 10032, USA; (P.-L.W.); (J.A.S.)
- College of Arts and Sciences, University of Miami, Coral Gables, FL 33146, USA
| | - Nan-Kai Wang
- Department of Ophthalmology, Chang Gung Memorial Hospital, Linkou Medical Center, Taoyuan 33305, Taiwan;
- College of Medicine, Chang Gung University, Taoyuan 33302, Taiwan
- Department of Ophthalmology, Edward S. Harkness Eye Institute, Columbia University Irving Medical Center, Columbia University, New York, NY 10032, USA; (P.-L.W.); (J.A.S.)
- Vagelos College of Physicians and Surgeons, Columbia University, New York, NY 10032, USA
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Jiang Z, Ji H, Zhang N, Huang L, Dong J. Case Report: Multimode Imaging of Chronic Syphilitic Chorioretinitis. Optom Vis Sci 2023; 100:645-653. [PMID: 37585871 DOI: 10.1097/opx.0000000000002052] [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: 08/18/2023] Open
Abstract
SIGNIFICANCE The clinical manifestations of ocular syphilis may mimic those of other diseases, which may result in a missed diagnosis and delayed treatment. PURPOSE We describe multimodal imaging findings and treatment outcomes of a patient with chronic syphilitic chorioretinitis. CASE REPORT A 40-year-old male patient complained of progressive decreased visual acuity of his left eye for more than 1 year. The best-corrected visual acuity was 20/20 in the right eye and 3/50 in the left eye. Relative afferent pupillary defect and 1+ vitreous cells were detected in the left eye. The authors performed fundus examination, fluorescence angiography, ultrawide-field fundus autofluorescence, structure optical coherence tomography, wide-field montage optical coherence tomography angiography, and visual field. Laboratory tests including a toluidine red unheated serum test (1:32) and the Treponema pallidum antibody (9.01S/CO) showed positive results. Chronic syphilitic chorioretinitis was diagnosed in both eyes. The patient was admitted for administration of intravenous penicillin G for 14 days, followed by intramuscular benzathine penicillin G weekly for three doses. Six months after treatment, the toluidine red unheated serum test ratio had decreased to 1:2 (positive). The best-corrected visual acuity was 20/20 in the right eye and 6/20 in the left eye. The reexamination results showed that the ocular structure and capillaris flow partially recovered. CONCLUSIONS Chronic syphilitic chorioretinitis profoundly affects the structure of the retina and choroid; however, eyes may partially recover after an effective treatment. Ultrawide-field imaging technology has several advantages, such as broader imaging field and more details provided, in determining syphilis-induced ocular disorders.
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Affiliation(s)
- Zhijian Jiang
- Department of Ophthalmology, Shanghai Xuhui Central Hospital, Shanghai, China
| | - Huiying Ji
- Department of Laboratory, Shanghai Xuhui Central Hospital, Shanghai, China
| | - Nan Zhang
- Department of Ophthalmology, Shanghai Xuhui Central Hospital, Shanghai, China
| | - Liang Huang
- Department of Ophthalmology, Shanghai Xuhui Central Hospital, Shanghai, China
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35
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Murro V, Banfi S, Testa F, Iarossi G, Falsini B, Sodi A, Signorini S, Iolascon A, Russo R, Mucciolo DP, Caputo R, Bacci GM, Bargiacchi S, Turco S, Fortini S, Simonelli F. A multidisciplinary approach to inherited retinal dystrophies from diagnosis to initial care: a narrative review with inputs from clinical practice. Orphanet J Rare Dis 2023; 18:223. [PMID: 37525225 PMCID: PMC10388566 DOI: 10.1186/s13023-023-02798-z] [Citation(s) in RCA: 3] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/10/2022] [Accepted: 07/05/2023] [Indexed: 08/02/2023] Open
Abstract
BACKGROUND Non-syndromic inherited retinal dystrophies (IRDs) such as retinitis pigmentosa or Leber congenital amaurosis generally manifest between early childhood and late adolescence, imposing profound long-term impacts as a result of vision impairment or blindness. IRDs are highly heterogeneous, with often overlapping symptoms among different IRDs, and achieving a definite diagnosis is challenging. This narrative review provides a clinical overview of the non-syndromic generalized photoreceptor dystrophies, particularly retinitis pigmentosa and Leber congenital amaurosis. The clinical investigations and genetic testing needed to establish a diagnosis are outlined, and current management approaches are discussed, focusing on the importance of the involvement of an interdisciplinary team from diagnosis and initial care to long-term follow-up and support. RESULTS The effective management of IRDs requires a multidisciplinary, and ideally interdisciplinary, team of experts knowledgeable about IRDs, with experienced professionals from fields as diverse as ophthalmology, neuropsychiatry, psychology, neurology, genetics, orthoptics, developmental therapy, typhlology, occupational therapy, otolaryngology, and orientation and mobility specialties. Accurate clinical diagnosis encompasses a range of objective and subjective assessments as a prerequisite for the genetic testing essential in establishing an accurate diagnosis necessary for the effective management of IRDs, particularly in the era of gene therapies. Improvements in genome sequencing techniques, such as next-generation sequencing, have greatly facilitated the complex process of determining IRD-causing gene variants and establishing a molecular diagnosis. Genetic counseling is essential to help the individual and their family understand the condition, the potential risk for offspring, and the implications of a diagnosis on visual prognosis and treatment options. Psychological support for patients and caregivers is important at all stages of diagnosis, care, and rehabilitation and is an essential part of the multidisciplinary approach to managing IRDs. Effective communication throughout is essential, and the patient and caregivers' needs and expectations must be acknowledged and discussed. CONCLUSION As IRDs can present at an early age, clinicians need to be aware of the clinical signs suggesting visual impairment and follow up with multidisciplinary support for timely diagnoses to facilitate appropriate therapeutic or rehabilitation intervention to minimize vision loss.
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Affiliation(s)
- Vittoria Murro
- Department of Neuroscience, Psychology, Drug Research and Child Health, University of Florence, Florence, Italy
- Eye Clinic, Careggi Teaching Hospital, Florence, Italy
| | - Sandro Banfi
- Telethon Institute of Genetics and Medicine (TIGEM), Pozzuoli, NA, Italy
- Medical Genetics, Department of Precision Medicine, University of Campania Luigi Vanvitelli, Naples, Italy
| | - Francesco Testa
- Eye Clinic, Multidisciplinary Department of Medical, Surgical and Dental Sciences, University of Campania Luigi Vanvitelli, Naples, Italy.
| | - Giancarlo Iarossi
- Department of Ophthalmology, Bambino Gesù Children's Hospital, Rome, Italy
| | - Benedetto Falsini
- Ophthalmology Unit, Fondazione Policlinico Universitario A. Gemelli IRCCS, Rome, Italy
| | - Andrea Sodi
- Eye Clinic, Careggi Teaching Hospital, Florence, Italy
| | - Sabrina Signorini
- Center of Child Neuro-Ophthalmology, IRCCS, Mondino Foundation, Pavia, Italy
| | - Achille Iolascon
- Medical Genetics Unit, Azienda Ospedaliera Universitaria Federico II, Naples, Italy
- Department of Molecular Medicine and Medical Biotechnologies, University of Naples Federico II, Naples, Italy
- CEINGE-Biotecnologie Avanzate, Naples, Italy
| | - Roberta Russo
- Department of Molecular Medicine and Medical Biotechnologies, University of Naples Federico II, Naples, Italy
- CEINGE-Biotecnologie Avanzate, Naples, Italy
| | - Dario Pasquale Mucciolo
- Department of Neuroscience, Psychology, Drug Research and Child Health, University of Florence, Florence, Italy
- Ophthalmology Unit, San Jacopo Hospital, Pistoia, Italy
| | - Roberto Caputo
- Pediatric Ophthalmology Unit, A. Meyer Children's Hospital IRCCS, Florence, Italy
| | - Giacomo Maria Bacci
- Pediatric Ophthalmology Unit, A. Meyer Children's Hospital IRCCS, Florence, Italy
| | - Sara Bargiacchi
- Medical Genetics Unit, Ospedale Pediatrico Meyer, Florence, Italy
| | - Simona Turco
- National Centre of Services and Research for the Prevention of Blindness and Rehabilitation of the Visually Impaired, International Agency for the Prevention of Blindness-IAPB Italy Onlus, Fondazione Policlinico Universitario A. Gemelli IRCCS, Rome, Italy
| | - Stefania Fortini
- National Centre of Services and Research for the Prevention of Blindness and Rehabilitation of the Visually Impaired, International Agency for the Prevention of Blindness-IAPB Italy Onlus, Fondazione Policlinico Universitario A. Gemelli IRCCS, Rome, Italy
| | - Francesca Simonelli
- Eye Clinic, Multidisciplinary Department of Medical, Surgical and Dental Sciences, University of Campania Luigi Vanvitelli, Naples, Italy
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Birtel J, Bauer T, Pauleikhoff L, Rüber T, Gliem M, Charbel Issa P. Fundus autofluorescence imaging using red excitation light. Sci Rep 2023; 13:9916. [PMID: 37336979 DOI: 10.1038/s41598-023-36217-x] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/16/2022] [Accepted: 05/31/2023] [Indexed: 06/21/2023] Open
Abstract
Retinal disease accounts significantly for visual impairment and blindness. An important role in the pathophysiology of retinal disease and aging is attributed to lipofuscin, a complex of fluorescent metabolites. Fundus autofluorescence (AF) imaging allows non-invasive mapping of lipofuscin and is a key technology to diagnose and monitor retinal disease. However, currently used short-wavelength (SW) excitation light has several limitations, including glare and discomfort during image acquisition, reduced image quality in case of lens opacities, limited visualization of the central retina, and potential retinal light toxicity. Here, we establish a novel imaging modality which uses red excitation light (R-AF) and overcomes these drawbacks. R-AF images are high-quality, high-contrast fundus images and image interpretation may build on clinical experience due to similar appearance of pathology as on SW-AF images. Additionally, R-AF images may uncover disease features that previously remained undetected. The R-AF signal increases with higher abundance of lipofuscin and does not depend on photopigment bleaching or on the amount of macular pigment. Improved patient comfort, limited effect of cataract on image quality, and lack of safety concerns qualify R-AF for routine clinical monitoring, e.g. for patients with age-related macular degeneration, Stargardt disease, or for quantitative analysis of AF signal intensity.
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Affiliation(s)
- Johannes Birtel
- Oxford Eye Hospital, John Radcliffe Hospital, Oxford University Hospitals NHS Foundation Trust, Oxford, OX3 9DU, UK
- Nuffield Laboratory of Ophthalmology, Nuffield Department of Clinical Neurosciences, University of Oxford, Oxford, UK
- Department of Ophthalmology, University Medical Center Hamburg-Eppendorf, Hamburg, Germany
| | - Tobias Bauer
- Department of Epileptology, University Hospital Bonn, Bonn, Germany
| | - Laurenz Pauleikhoff
- Oxford Eye Hospital, John Radcliffe Hospital, Oxford University Hospitals NHS Foundation Trust, Oxford, OX3 9DU, UK
- Nuffield Laboratory of Ophthalmology, Nuffield Department of Clinical Neurosciences, University of Oxford, Oxford, UK
| | - Theodor Rüber
- Department of Epileptology, University Hospital Bonn, Bonn, Germany
| | - Martin Gliem
- Oxford Eye Hospital, John Radcliffe Hospital, Oxford University Hospitals NHS Foundation Trust, Oxford, OX3 9DU, UK
- Nuffield Laboratory of Ophthalmology, Nuffield Department of Clinical Neurosciences, University of Oxford, Oxford, UK
| | - Peter Charbel Issa
- Oxford Eye Hospital, John Radcliffe Hospital, Oxford University Hospitals NHS Foundation Trust, Oxford, OX3 9DU, UK.
- Nuffield Laboratory of Ophthalmology, Nuffield Department of Clinical Neurosciences, University of Oxford, Oxford, UK.
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Azzolini C, Di Nicola M, Pozzo Giuffrida F, Cappelli F, Bellina C, Viola F, Chelazzi P. Retromode Scanning Laser Ophthalmoscopy for Choroidal Nevi: A Preliminary Study. Life (Basel) 2023; 13:1253. [PMID: 37374036 DOI: 10.3390/life13061253] [Citation(s) in RCA: 4] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/18/2023] [Revised: 05/14/2023] [Accepted: 05/18/2023] [Indexed: 06/29/2023] Open
Abstract
The purpose of the present study was to document pathological findings on retromode imaging in choroidal nevi and evaluate its diagnostic validity, using the confocal scanning laser ophthalmoscope Nidek Mirante (cSLO). A total of 41 choroidal nevi from 41 patients were included. All patients underwent multicolor fundus (mCF), infrared reflectance (IR), green fundus autofluorescence (FAF), dark-field (DF) and retromode (RM) imaging and optical coherence tomography (OCT) scans. We investigated retromode images to evaluate choroidal nevus features by comparing the results with those of mCF, IR, FAF, DF and OCT. In 100% of available images, retromode scanning laser ophthalmoscopy was able to detect choroidal nevi with a characteristic "hypo-retro-reflective" pattern, even the cases not visible on mCF, IR and FAF images. It also made it possible to delineate the margins of lesions with the highest rate of sharpness and accuracy among the imaging modalities examined. These findings seem to demonstrate how RM-SLO is an innovative diagnostic tool to detect and follow up choroidal nevi in a fast, reliable and non-invasive way.
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Affiliation(s)
- Claudia Azzolini
- Department of Ophthalmology, Istituto Clinico Città Studi, 20131 Milan, Italy
| | - Maura Di Nicola
- Department of Ophthalmology, Bascom Palmer Eye Institute, University of Miami Miller School of Medicine, Miami 33136, FL, USA
| | - Francesco Pozzo Giuffrida
- Department of Clinical Sciences and Community Health, University of Milan, 20122 Milan, Italy
- Ophthalmological Unit, Fondazione IRCCS Cà Granda Ospedale Maggiore Policlinico, 20122 Milan, Italy
| | - Francesca Cappelli
- Department of Ophthalmology, Istituto Clinico Città Studi, 20131 Milan, Italy
| | - Claudia Bellina
- Department of Ophthalmology, Istituto Clinico Città Studi, 20131 Milan, Italy
| | - Francesco Viola
- Department of Clinical Sciences and Community Health, University of Milan, 20122 Milan, Italy
- Ophthalmological Unit, Fondazione IRCCS Cà Granda Ospedale Maggiore Policlinico, 20122 Milan, Italy
| | - Paolo Chelazzi
- Department of Ophthalmology, Istituto Clinico Città Studi, 20131 Milan, Italy
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Muchuchuti S, Viriri S. Retinal Disease Detection Using Deep Learning Techniques: A Comprehensive Review. J Imaging 2023; 9:84. [PMID: 37103235 PMCID: PMC10145952 DOI: 10.3390/jimaging9040084] [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: 02/28/2023] [Revised: 04/02/2023] [Accepted: 04/07/2023] [Indexed: 04/28/2023] Open
Abstract
Millions of people are affected by retinal abnormalities worldwide. Early detection and treatment of these abnormalities could arrest further progression, saving multitudes from avoidable blindness. Manual disease detection is time-consuming, tedious and lacks repeatability. There have been efforts to automate ocular disease detection, riding on the successes of the application of Deep Convolutional Neural Networks (DCNNs) and vision transformers (ViTs) for Computer-Aided Diagnosis (CAD). These models have performed well, however, there remain challenges owing to the complex nature of retinal lesions. This work reviews the most common retinal pathologies, provides an overview of prevalent imaging modalities and presents a critical evaluation of current deep-learning research for the detection and grading of glaucoma, diabetic retinopathy, Age-Related Macular Degeneration and multiple retinal diseases. The work concluded that CAD, through deep learning, will increasingly be vital as an assistive technology. As future work, there is a need to explore the potential impact of using ensemble CNN architectures in multiclass, multilabel tasks. Efforts should also be expended on the improvement of model explainability to win the trust of clinicians and patients.
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Affiliation(s)
| | - Serestina Viriri
- School of Mathematics, Statistics and Computer Science, University of KwaZulu-Natal, Durban 4001, South Africa
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Noji S, Mizuno M, Inoue M, Koto T, Hirakata A. Characteristics of subretinal particles detected after pars plana vitrectomy for rhegmatogenous retinal detachment. BMC Ophthalmol 2023; 23:115. [PMID: 36959557 PMCID: PMC10035235 DOI: 10.1186/s12886-023-02865-w] [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: 07/03/2022] [Accepted: 03/17/2023] [Indexed: 03/25/2023] Open
Abstract
BACKGROUND To determine the incidence and characteristics of the multiple subretinal particles (SRPs) present after pars plana vitrectomy (PPV) for rhegmatogenous retinal detachment (RRD). METHODS The medical records of 224 eyes of 224 patients that underwent PPV for RRD were reviewed. The presence of SRPs in the subretinal fluid blebs and the presence of subretinal deposits were determined by optical coherence tomography (OCT) and fundus autofluorescence (FAF). The characteristics of the FAF and infrared reflectance (IR) images of a scanning laser ophthalmoscope in eyes with SRPs (SRPs group) were compared to that of eyes without SRPs (control group). RESULTS SRPs were observed in 27 eyes (12%), and they were completely resolved in 20 eyes (74%) after 6 months. The incidence of macula-off RRD (85%) and preoperative precipitates (41%) were significantly higher in the SRPs group than that in the control group (64%, P = 0.046; 12%, P = 0.002). The axial length was significantly shorter in the SRPs group than that in the control group (25.04 ± 1.54 mm, 26.00 ± 1.78 mm, P = 0.012). The preoperative and postoperative best-corrected visual acuity were not significantly different between the two groups (P = 0.702, P = 0.337). The subretinal fluid bleb determined by OCT were hyperfluorescent in the FAF images in 24 eyes (89%), and the subretinal deposits were hypofluorescent with solid appearance by OCT other than fluid in 3 eyes (11%). The hypofluorescent subretinal deposits in the FAF images were bright in the IR images in 2 eyes. CONCLUSIONS The SRPs consist of lipofuscin-related hyperfluorescent subretinal fluid and the subretinal deposits containing bright IR melanin particles of proliferating retinal pigment epithelial cells.
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Affiliation(s)
- Sho Noji
- Kyorin Eye Center, Kyorin University School of Medicine, 6-20-2 Shinkawa, Mitaka, Tokyo, 181-8611, Japan
| | - Masaharu Mizuno
- Kyorin Eye Center, Kyorin University School of Medicine, 6-20-2 Shinkawa, Mitaka, Tokyo, 181-8611, Japan
| | - Makoto Inoue
- Kyorin Eye Center, Kyorin University School of Medicine, 6-20-2 Shinkawa, Mitaka, Tokyo, 181-8611, Japan.
| | - Takashi Koto
- Kyorin Eye Center, Kyorin University School of Medicine, 6-20-2 Shinkawa, Mitaka, Tokyo, 181-8611, Japan
| | - Akito Hirakata
- Kyorin Eye Center, Kyorin University School of Medicine, 6-20-2 Shinkawa, Mitaka, Tokyo, 181-8611, Japan
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40
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Characterization of Spontaneous Melanization by Fluorescence Spectroscopy: A Basis for Analytical Application to Biological Substrates. BIOLOGY 2023; 12:biology12030433. [PMID: 36979125 PMCID: PMC10044826 DOI: 10.3390/biology12030433] [Citation(s) in RCA: 2] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Subscribe] [Scholar Register] [Received: 02/21/2023] [Revised: 03/07/2023] [Accepted: 03/10/2023] [Indexed: 03/16/2023]
Abstract
Melanin is present in various biological substrates where it may participate in several processes, from innate immunity to the still-unsolved opposite roles in antioxidant protection, including photoprotection and the related ability to interact with light. Melanin–light interaction has also been an important source of inspiration for the development of innovative bioengineering applications. These are based on melanin’s light-energy-absorption ability of its chemically and structurally complex components and precursors, and on the improvement in analytical and diagnostic procedures in biomedicine. In this regard, here, we characterized the fluorescence spectral properties of melanin and of its precursor L-tyrosine in an aqueous solution during spontaneous melanization. Besides the confirmation of the typical fluorescence-emission signature of melanin and L-tyrosine, we provide additional insights on both emission and excitation spectra recorded during melanization. On these bases, we performed a subsequent characterization on the aqueous extracts from two different melanin-containing biological substrates, namely hairs from a domestic black cat and eggs from the Asian tiger mosquito. The results from the mild extraction procedure, purposely applied to obtain only the soluble components, combined with fluorescence spectral analysis are expected to promote further investigation of the melanization processes, particularly in insects.
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Retinal Pigment Epithelial Abnormality and Choroidal Large Vascular Flow Imbalance Are Associated with Choriocapillaris Flow Deficits in Age-Related Macular Degeneration in Fellow Eyes. J Clin Med 2023; 12:jcm12041360. [PMID: 36835897 PMCID: PMC9965486 DOI: 10.3390/jcm12041360] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/21/2022] [Revised: 01/31/2023] [Accepted: 02/02/2023] [Indexed: 02/11/2023] Open
Abstract
Choriocapillaris flow deficits detected on optical coherence tomography angiographs were retrospectively analyzed. In 38 age-related macular degeneration (AMD) fellow eyes, without fundus findings (26 men, 71.7 ± 1.9 years old), and 22 control eyes (11 men, 69.4 ± 1.8), the choriocapillaris flow area (CCFA) ratio and coefficient of variation (CV) of the CCFA ratio (which represented the heterogeneity of the ratio), negatively and positively correlated with age (all p < 0.01), respectively. Moreover, the respective mean values were lower (p = 0.0031) and greater (p = 0.002) in AMD fellow eyes than in the control eyes. The high-risk condition of AMD fellow eyes was defined by a CCFA ratio <58.5%, and the CV of the CCFA ratio ≥0.165 (odds ratio (OR), 5.408; 95% confidence interval (CI): 1.117-21.118, p = 0.035, after adjusting for age and sex) was related to the presence of fundus autofluorescence abnormality (OR, 16.440; 95% CI, 1.262-214.240; p = 0.033) and asymmetrically dilated choroidal large vasculature (OR, 4.176; 95% CI, 1.057-16.503; p = 0.042), after adjusting for age and sex. The presence of fundus autofluorescence abnormality indicated a retinal pigment epithelium (RPE) abnormality. The RPE volume was reduced in the latter eye group, particularly in the thinner choroidal vasculature. In addition to aging, RPE abnormality and choroidal large vascular flow imbalances were associated with exacerbated heterogeneous choriocapillaris flow deficits in AMD fellow eyes without macular neovascularization.
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Nutrition-induced macular-degeneration-like photoreceptor damage in jumping spider eyes. Vision Res 2023; 206:108185. [PMID: 36758462 DOI: 10.1016/j.visres.2023.108185] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/05/2022] [Revised: 01/13/2023] [Accepted: 01/22/2023] [Indexed: 02/09/2023]
Abstract
Age-related macular degeneration (AMD) is a leading cause of vision loss in humans. Despite its prevalence and medical significance, many aspects of AMD remain elusive and treatment options are limited. Here, we present data that suggest jumping spiders offer a unique opportunity for understanding the fundamentals underlying retinal degeneration, thereby shedding light on a process that impacts millions of people globally. Using a micro-ophthalmoscope and histological evidence, we demonstrate that significant photoreceptor damage can occur during development in the image-forming anterior lateral eyes of the jumping spider Phidippus audax. Furthermore, we find that this photoreceptor degeneration is exacerbated by inadequate nutrition and is most prevalent in the high-density region of the retina, like AMD in humans. This suggests that similar to those in vertebrates, the retinas in P. audax are challenged to meet high-energy cellular demands.
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Dhooge PPA, Möller PT, Meland N, Stingl K, Boon CJF, Lotery AJ, Parodi MB, Herrmann P, Klein W, Fsadni MG, Wheeler-Schilling TH, Holz FG, Hoyng CB, Schmitz-Valckenberg S. Repeatability of Quantitative Autofluorescence Imaging in a Multicenter Study Involving Patients With Recessive Stargardt Disease 1. Transl Vis Sci Technol 2023; 12:1. [PMID: 36723966 PMCID: PMC9904328 DOI: 10.1167/tvst.12.2.1] [Citation(s) in RCA: 6] [Impact Index Per Article: 3.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/03/2022] [Accepted: 12/29/2022] [Indexed: 02/02/2023] Open
Abstract
Purpose This study assesses the repeatability of quantitative autofluorescence (qAF) in a multicenter setting and evaluates qAF as the end point for clinical trials in recessive Stargardt disease 1 (STGD1). Methods A total of 102 patients with STGD1 underwent qAF imaging as part of the Stargardt Remofuscin Treatment Trial (STARTT; EudraCT No. 2018-001496-20). For 166 eyes, we obtained qAF imaging at 2 visits, with 2 recordings per visit. The qAF8 values were independently determined by the study site and a central reading center. Intra- and inter-visit reproducibility, as well as interobserver (study site versus reading center) reproducibility were obtained using intraclass correlation (ICC), one-sample t-test, and Bland-Altman coefficient of repeatability. Results The qAF repeatability was ± 26.1% for intra-visit, ± 40.5% for inter-visit, and ± 20.2% for the interobserver reproducibility measures. Intra-visit repeatability was good to excellent for all sites (ICC of 0.88-0.96). Variability between visits was higher with an overall ICC of 0.76 (0.69-0.81). We observed no significant difference in qAF values across sites between visits (7.06 ± 93.33, P = 0.238). Conclusions Real-life test-retest variability of qAF is higher in this set of data than previously reported in single center settings. With improved operator training and by selecting the better of two recordings for evaluation, qAF serves as a useful method for assessing changes in autofluorescence signal. Translational Relevance The qAF can be adopted as a clinical trial end point, but steps to counterbalance variability should be considered.
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Affiliation(s)
- Patty P. A. Dhooge
- Department of Ophthalmology, Radboud University Medical Center, Nijmegen, The Netherlands
- Donders Institute for Brain, Cognition and Behaviour, Nijmegen, The Netherlands
| | - Philipp T. Möller
- Department of Ophthalmology, University of Bonn, Bonn, Germany
- GRADE Reading Center, Bonn, Germany
| | - Nils Meland
- SMERUD Medical Research International AS, Thunes vei 2, Oslo, Norway
| | - Katarina Stingl
- Univeristy Eye Hospital, Center for Ophthalmology, University of Tuebingen, Tuebingen, Germany
| | - Camiel J. F. Boon
- Department of Ophthalmology, Leiden University Medical Center, Leiden, The Netherlands
- Department of Ophthalmology, Amsterdam University Medical Centers, Amsterdam, The Netherlands
| | | | | | - Philipp Herrmann
- Department of Ophthalmology, University of Bonn, Bonn, Germany
- Center for Rare Diseases Bonn (ZSEB), University of Bonn, Bonn, Germany
| | | | - Mario G. Fsadni
- Katairo GmbH, Kusterdingen, Germany
- International Pharm-Med Ltd., Bramhall, UK
| | | | - Frank G. Holz
- Department of Ophthalmology, University of Bonn, Bonn, Germany
- GRADE Reading Center, Bonn, Germany
| | - Carel B. Hoyng
- Department of Ophthalmology, Radboud University Medical Center, Nijmegen, The Netherlands
- Donders Institute for Brain, Cognition and Behaviour, Nijmegen, The Netherlands
| | - Steffen Schmitz-Valckenberg
- Department of Ophthalmology, University of Bonn, Bonn, Germany
- GRADE Reading Center, Bonn, Germany
- John A. Moran Eye Center, University of Utah, Salt Lake City, UT, USA
| | - for the Soraprazan Consortium
- Department of Ophthalmology, Radboud University Medical Center, Nijmegen, The Netherlands
- Donders Institute for Brain, Cognition and Behaviour, Nijmegen, The Netherlands
- Department of Ophthalmology, University of Bonn, Bonn, Germany
- GRADE Reading Center, Bonn, Germany
- Univeristy Eye Hospital, Center for Ophthalmology, University of Tuebingen, Tuebingen, Germany
- SMERUD Medical Research International AS, Thunes vei 2, Oslo, Norway
- Department of Ophthalmology, Leiden University Medical Center, Leiden, The Netherlands
- Department of Ophthalmology, Amsterdam University Medical Centers, Amsterdam, The Netherlands
- Faculty of Medicine, University of Southampton, Southampton, UK
- Department of Ophthalmology, Ospedale San Raffaele, Milano, Italy
- Center for Rare Diseases Bonn (ZSEB), University of Bonn, Bonn, Germany
- Katairo GmbH, Kusterdingen, Germany
- International Pharm-Med Ltd., Bramhall, UK
- Center for Ophthalmology and Institute for Ophthalmic Research, University of Tuebingen, Tuebingen, Germany
- John A. Moran Eye Center, University of Utah, Salt Lake City, UT, USA
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Dysli C, Dysli M, Wolf S, Zinkernagel M. Fluorescence lifetime distribution in phakic and pseudophakic healthy eyes. PLoS One 2023; 18:e0279158. [PMID: 36608033 PMCID: PMC9821472 DOI: 10.1371/journal.pone.0279158] [Citation(s) in RCA: 2] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/11/2020] [Accepted: 11/14/2022] [Indexed: 01/07/2023] Open
Abstract
PURPOSE To investigate the influence of the lens status and to describe fundus autofluorescence lifetimes (FLT) in a large cohort of healthy eyes across a wide age range. MATERIALS AND METHODS FLT data were acquired from healthy phakic and pseudophakic eyes using fluorescence lifetime imaging ophthalmoscopy (FLIO). Retinal autofluorescence was excited with a 473 nm laser and emitted autofluorescence was detected in a short and a long spectral channel (SSC: 498-560 nm; LSC: 560-720 nm). RESULTS 141 healthy eyes from 141 participants (56 ± 18 years) were included. The shortest mean FLTs were measured within the macular center, followed by the temporal inner and outer ETDRS (Early Treatment Diabetic Retinopathy Study) grid segments, and the remaining areas of the inner and the outer ETDRS ring. In phakic participants (81%), mean, short and long FLTs correlated with the age (SSC: r2 = 0.54; LSC: r2 = 0.7; both p<0.0001) with an increase of about 33 ps in the SSC resp. 28 ps in the LSC per decade. In pseudophakic subjects (19%), mean FLTs only correlated with age in the long spectral channel (r2 = 0.44; p = 0.0002) but not in the short spectral channel (r2 = 0.066; p = 0.2). CONCLUSIONS Fundus autofluorescence lifetimes are age dependent. FLTs in the SSC are more susceptible to lens opacities but less dependent on age changes, whereas FLTs in the LSC are largely independent of the lens status but display a higher degree of age dependency. STUDY REGISTRY ClinicalTrials.gov NCT01981148.
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Affiliation(s)
- Chantal Dysli
- Department of Ophthalmology, Inselspital, Bern University Hospital and Department of BioMedical Research, University of Bern, Bern, Switzerland
| | - Muriel Dysli
- Department of Ophthalmology, Inselspital, Bern University Hospital and Department of BioMedical Research, University of Bern, Bern, Switzerland
| | - Sebastian Wolf
- Department of Ophthalmology, Inselspital, Bern University Hospital and Department of BioMedical Research, University of Bern, Bern, Switzerland
| | - Martin Zinkernagel
- Department of Ophthalmology, Inselspital, Bern University Hospital and Department of BioMedical Research, University of Bern, Bern, Switzerland
- * E-mail:
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Arrigo A, Aragona E, Battaglia Parodi M, Bandello F. Quantitative approaches in multimodal fundus imaging: State of the art and future perspectives. Prog Retin Eye Res 2023; 92:101111. [PMID: 35933313 DOI: 10.1016/j.preteyeres.2022.101111] [Citation(s) in RCA: 23] [Impact Index Per Article: 11.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/30/2022] [Revised: 07/16/2022] [Accepted: 07/19/2022] [Indexed: 02/01/2023]
Abstract
When it first appeared, multimodal fundus imaging revolutionized the diagnostic workup and provided extremely useful new insights into the pathogenesis of fundus diseases. The recent addition of quantitative approaches has further expanded the amount of information that can be obtained. In spite of the growing interest in advanced quantitative metrics, the scientific community has not reached a stable consensus on repeatable, standardized quantitative techniques to process and analyze the images. Furthermore, imaging artifacts may considerably affect the processing and interpretation of quantitative data, potentially affecting their reliability. The aim of this survey is to provide a comprehensive summary of the main multimodal imaging techniques, covering their limitations as well as their strengths. We also offer a thorough analysis of current quantitative imaging metrics, looking into their technical features, limitations, and interpretation. In addition, we describe the main imaging artifacts and their potential impact on imaging quality and reliability. The prospect of increasing reliance on artificial intelligence-based analyses suggests there is a need to develop more sophisticated quantitative metrics and to improve imaging technologies, incorporating clear, standardized, post-processing procedures. These measures are becoming urgent if these analyses are to cross the threshold from a research context to real-life clinical practice.
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Affiliation(s)
- Alessandro Arrigo
- Department of Ophthalmology, IRCCS San Raffaele Scientific Institute, via Olgettina 60, 20132, Milan, Italy.
| | - Emanuela Aragona
- Department of Ophthalmology, IRCCS San Raffaele Scientific Institute, via Olgettina 60, 20132, Milan, Italy
| | - Maurizio Battaglia Parodi
- Department of Ophthalmology, IRCCS San Raffaele Scientific Institute, via Olgettina 60, 20132, Milan, Italy
| | - Francesco Bandello
- Department of Ophthalmology, IRCCS San Raffaele Scientific Institute, via Olgettina 60, 20132, Milan, Italy
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Choosing the Probe for Single-Molecule Fluorescence Microscopy. Int J Mol Sci 2022; 23:ijms232314949. [PMID: 36499276 PMCID: PMC9735909 DOI: 10.3390/ijms232314949] [Citation(s) in RCA: 10] [Impact Index Per Article: 3.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/26/2022] [Revised: 11/18/2022] [Accepted: 11/24/2022] [Indexed: 12/03/2022] Open
Abstract
Probe choice in single-molecule microscopy requires deeper evaluations than those adopted for less sensitive fluorescence microscopy studies. Indeed, fluorophore characteristics can alter or hide subtle phenomena observable at the single-molecule level, wasting the potential of the sophisticated instrumentation and algorithms developed for advanced single-molecule applications. There are different reasons for this, linked, e.g., to fluorophore aspecific interactions, brightness, photostability, blinking, and emission and excitation spectra. In particular, these spectra and the excitation source are interdependent, and the latter affects the autofluorescence of sample substrate, medium, and/or biological specimen. Here, we review these and other critical points for fluorophore selection in single-molecule microscopy. We also describe the possible kinds of fluorophores and the microscopy techniques based on single-molecule fluorescence. We explain the importance and impact of the various issues in fluorophore choice, and discuss how this can become more effective and decisive for increasingly demanding experiments in single- and multiple-color applications.
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Cejudo RM, Marchite CB, Morán TP, Piqueras SC. Comparison between standard and wide-field autofluorescence in detection of retinal displacement after rhegmatogenous retinal detachment surgery. ADVANCES IN OPHTHALMOLOGY PRACTICE AND RESEARCH 2022; 2:100076. [PMID: 37846288 PMCID: PMC10577850 DOI: 10.1016/j.aopr.2022.100076] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Received: 01/25/2022] [Revised: 06/15/2022] [Accepted: 07/10/2022] [Indexed: 10/18/2023]
Abstract
Purpose To analyse the differences between 30° blue autofluorescence (BAF30), 55° blue autofluorescence (BAF55) and 200° green Ultra-Wide Field autofluorescence (UWF200) imaging to detect retinal displacement (RD) after vitrectomy surgery for rhegmatogenous retinal detachment (RRD). Methods This cross-sectional study considers forty-nine consecutive patients who underwent RRD surgery in the time period 4-8 months previous to image acquisition. The exclusion criteria contemplate previous retinal pathology, under 18-year-olds and non-assessable images in any of the 3 devices. These images were analysed by two masked graders that assessed either the presence or absence of retinal displacement. A third observer reviewed the images that presented discordance. Results A total of forty-nine patients were analysed. 7 eyes were excluded due to poor quality in either of the imaging modalities. The final analysis included 42 eyes of forty-two patients with a mean age of 60.3 ± 11.9 years. All patients underwent a 3 port 23-gauge pars plana vitrectomy as the technique of choice. Any grade of RD was detectable in 45.2% of images. It was similar between BAF30 and UWF200 (42.9% of eyes). BAF55 showed RD to a lesser extent (38.1%). Agreement index between BAF30 and BAF55 was 0.901, 0.903 between BAF30 and UWF200 and 0.803 between BAF55 and UWF200. Kappa agreement index between graders was 0.775 for BAF30, 0.798 for BAF50 and 0.808 for UWF200 images. Conclusions All imaging modalities were able to detect RD after vitrectomy for RRD, with no inferiority of BAF30 and BAF55 over UWF200.
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Affiliation(s)
- Raquel Maroto Cejudo
- Retina Department, Service of Ophthalmology, Albacete University Complex, Albacete, Spain
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Muni RH, Lee WW, Bansal A, Ramachandran A, Hillier RJ. A paradigm shift in retinal detachment repair: The concept of integrity. Prog Retin Eye Res 2022; 91:101079. [DOI: 10.1016/j.preteyeres.2022.101079] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/06/2022] [Revised: 05/15/2022] [Accepted: 05/17/2022] [Indexed: 11/09/2022]
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Berlin A, Clark ME, Swain TA, Fischer NA, McGwin G, Sloan KR, Owsley C, Curcio CA. Impact of the Aging Lens and Posterior Capsular Opacification on Quantitative Autofluorescence Imaging in Age-Related Macular Degeneration. Transl Vis Sci Technol 2022; 11:23. [PMID: 36239964 PMCID: PMC9586138 DOI: 10.1167/tvst.11.10.23] [Citation(s) in RCA: 7] [Impact Index Per Article: 2.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/09/2023] Open
Abstract
Purpose The purpose of this study was to investigate quantitative autofluorescence (qAF8) in patients with and without early or intermediate age-related macular degeneration (AMD); to determine the impact of the aged crystalline lens and posterior capsular opacification (PCO). Methods In phakic and pseudophakic eyes ≥60 years, AMD status was determined by the Beckman system. PCO presence and severity was extracted from clinical records. qAF8 was calculated using custom FIJI plugins. Differences in qAF8, stratified by lens status, PCO severity, and AMD status, were analyzed using generalized estimating equations. Results In 210 eyes of 115 individuals (mean age = 75.7 ± 6.6 years), qAF8 was lower in intermediate AMD compared to early AMD (P = 0.05). qAF8 did not differ between phakic and pseudophakic eyes (P = 0.8909). In phakic (n = 83) and pseudophakic (n = 127) eyes considered separately, qAF8 did not differ by AMD status (P = 0.0936 and 0.3494, respectively). Qualitative review of qAF images in phakic eyes illustrated high variability. In pseudophakic eyes, qAF8 did not differ with PCO present versus absent (54.5% vs. 45.5%). Review of implanted intraocular lenses (IOLs) revealed that 43.9% were blue-filter IOLs. Conclusions qAF8 was not associated with AMD status, up to intermediate AMD, considering only pseudophakic eyes to avoid noisy images in phakic eyes. In pseudophakic eyes, qAF8 was not affected by PCO. Because blue-filter IOLs may reduce levels of exciting light for qAF8, future studies investigating qAF in eyes with different IOL types are needed. Translational Relevance To reduce variability in observational studies and clinical trials requiring qAF8, pseudophakic participants without blue-filter IOLs or advanced PCO should be preferentially enrolled.
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Affiliation(s)
- Andreas Berlin
- Department of Ophthalmology and Visual Sciences, School of Medicine, University of Alabama at Birmingham, Birmingham, AL, USA,University Hospital Würzburg, Würzburg, Germany
| | - Mark E. Clark
- Department of Ophthalmology and Visual Sciences, School of Medicine, University of Alabama at Birmingham, Birmingham, AL, USA
| | - Thomas A. Swain
- Department of Ophthalmology and Visual Sciences, School of Medicine, University of Alabama at Birmingham, Birmingham, AL, USA
| | - Nathan A. Fischer
- Department of Ophthalmology and Visual Sciences, School of Medicine, University of Alabama at Birmingham, Birmingham, AL, USA
| | - Gerald McGwin
- Department of Ophthalmology and Visual Sciences, School of Medicine, University of Alabama at Birmingham, Birmingham, AL, USA,Department of Epidemiology, School of Public Health, University of Alabama at Birmingham, Birmingham, AL, USA
| | - Kenneth R. Sloan
- Department of Ophthalmology and Visual Sciences, School of Medicine, University of Alabama at Birmingham, Birmingham, AL, USA
| | - Cynthia Owsley
- Department of Ophthalmology and Visual Sciences, School of Medicine, University of Alabama at Birmingham, Birmingham, AL, USA
| | - Christine A. Curcio
- Department of Ophthalmology and Visual Sciences, School of Medicine, University of Alabama at Birmingham, Birmingham, AL, USA
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Association of Fundus Autofluorescence Abnormalities and Pachydrusen in Central Serous Chorioretinopathy and Polypoidal Choroidal Vasculopathy. J Clin Med 2022; 11:jcm11185340. [PMID: 36142987 PMCID: PMC9500611 DOI: 10.3390/jcm11185340] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/15/2022] [Revised: 08/24/2022] [Accepted: 09/08/2022] [Indexed: 11/17/2022] Open
Abstract
A specific form of drusen, known as pachydrusen, has been demonstrated to be associated with pachychoroid eye diseases, such as central serous chorioretinopathy (CSC) and polypoidal choroidal vasculopathy (PCV). These pachydrusen have been found in up to 50% of eyes with CSC and PCV and may affect the disease progression and treatment response. This study aims to investigate the association between pachydrusen and changes in fundus autofluorescence (FAF) in eyes with CSC and PCV. A total of 65 CSC patients and 32 PCV patients were evaluated. Pachydrusen were detected using both color fundus photography and spectral-domain optical coherence tomography. The relationships between pachydrusen and FAF changes were then investigated. The prevalence of pachydrusen in CSC and PCV eyes was 16.7% and 61.8%, respectively. The mean age of patients with pachydrusen was significantly older than those without pachydrusen (CSC: 56.3 vs. 45.0 years, p < 0.001; PCV: 68.8 vs. 59.5 years, p < 0.001). No significant difference was found in the mean subfoveal choroidal thickness between eyes with or without pachydrusen. Eyes with pachydrusen were significantly associated with more extensive FAF changes in both CSC and PCV (p < 0.001 and p = 0.037, respectively). The study demonstrated that pachydrusen are more prevalent in PCV than CSC. Increasing age and more extensive abnormalities in FAF are associated with the presence of pachydrusen, suggesting that dysfunction of retinal pigment epithelial cells is associated with pachydrusen.
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