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El Ghazi D, Miere A, Crincoli E, Le HM, Souied EH. In vivo cone-photoreceptor density comparison between eyes with subretinal drusenoid deposits and healthy eyes using high magnification imaging. Int Ophthalmol 2024; 44:82. [PMID: 38358437 DOI: 10.1007/s10792-024-03023-x] [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: 07/17/2023] [Accepted: 01/11/2024] [Indexed: 02/16/2024]
Abstract
PURPOSE To compare photoreceptor density automated quantification in eyes with subretinal drusenoid deposits (SDD) and healthy controls using Heidelberg Spectralis High Magnification Module (HMM) imaging. METHODS Twelve eyes of 6 patients with intermediate AMD, presenting with SDD were included, as well as twelve eyes of healthy controls. Individual dot SDD within the central 30° retina were examined with infrared confocal laser ophthalmoscopy, HMM, and spectral-domain optical coherence tomography (SD-OCT). Photoreceptor density analysis was performed on the best-quality image using the ImageJ Foci Picker plugin, after the removal of SDD from the HMM image. Correlations were made between the HMM quantified photoreceptor density, SD-OCT characteristics, stage, and number of SDD. RESULTS Mean age was 75.17 ± 2.51 years in the SDD group (3 males, 3 females) versus 73.17 ± 3.15 years in the healthy control group (p = 0.2). Defects in the overlying ellipsoid zone were present on SD-OCT in 8/12 (66.66%) eyes. The mean ± standard deviation foci detected (i.e., cone photoreceptors) was 7123.75 ± 3683.32 foci/mm2 in the SDD group versus 13,253 ± 3331.00 foci/mm2 in the healthy control group (p = 0.0003). The number of SDD was associated with a reduction in foci density, p = 0.0055, r = - 0.7622. CONCLUSION The decreased cone density in eyes with SDD may correlate with a decrease in retinal function in intermediate AMD eyes independent of neovascular complications or outer retinal pigment epithelial atrophy.
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Affiliation(s)
- Djazia El Ghazi
- Department of Ophthalmology, Center Hospitalier Intercommunal de Créteil, University Paris Est Créteil, 40 avenue de Verdun, 94010, Créteil, France
| | - Alexandra Miere
- Department of Ophthalmology, Center Hospitalier Intercommunal de Créteil, University Paris Est Créteil, 40 avenue de Verdun, 94010, Créteil, France.
| | - Emanuele Crincoli
- Department of Ophthalmology, Center Hospitalier Intercommunal de Créteil, University Paris Est Créteil, 40 avenue de Verdun, 94010, Créteil, France
| | - Hoang Mai Le
- Department of Ophthalmology, Center Hospitalier Intercommunal de Créteil, University Paris Est Créteil, 40 avenue de Verdun, 94010, Créteil, France
| | - Eric H Souied
- Department of Ophthalmology, Center Hospitalier Intercommunal de Créteil, University Paris Est Créteil, 40 avenue de Verdun, 94010, Créteil, France
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Wynne N, Heitkotter H, Woertz EN, Cooper RF, Carroll J. Comparison of Cone Mosaic Metrics From Images Acquired With the SPECTRALIS High Magnification Module and Adaptive Optics Scanning Light Ophthalmoscopy. Transl Vis Sci Technol 2022; 11:19. [PMID: 35583887 PMCID: PMC9123519 DOI: 10.1167/tvst.11.5.19] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/18/2022] [Accepted: 04/18/2022] [Indexed: 12/02/2022] Open
Abstract
Purpose To compare cone mosaic metrics derived from adaptive optics scanning light ophthalmoscopy (AOSLO) images with those derived from Heidelberg Engineering SPECTRALIS High Magnification Module (HMM) images. Methods Participants with contiguous cone mosaics had HMM imaging performed at locations superior and temporal to the fovea. These images were registered and averaged offline and then aligned to split-detection AOSLO images; 200 × 200-µm regions of interest were extracted from both modalities. Cones were semi-automatically identified by two graders to provide estimates of cone density and spacing. Results Thirty participants with contiguous cone mosaics were imaged (10 males, 20 females; age range, 11-67 years). Image quality varied, and 80% of our participants had analyzable HMM images. The intergrader intraclass correlation coefficients for cone metrics were good for both modalities (0.688-0.757 for HMM; 0.805-0.836 for AOSLO). Cone density estimates from HMM images were lower by 2661 cones/mm2 (24.1%) on average compared to AOSLO-derived estimates. Accordingly, HMM estimates of cone spacing were increased on average compared to AOSLO. Conclusions The cone mosaic can be visualized in vivo using the SPECTRALIS HMM, although image quality is variable and imaging is not successful in every individual. Metrics extracted from HMM images can differ from those from AOSLO, although excellent agreement is possible in individuals with excellent optical quality and precise co-registration between modalities. Translational Relevance Emerging non-adaptive optics-based photoreceptor imaging is more clinically accessible than adaptive optics techniques and has potential to expand high-resolution imaging in a clinical environment.
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Affiliation(s)
- Niamh Wynne
- Department of Ophthalmology and Visual Sciences, Medical College of Wisconsin, Milwaukee, WI, USA
| | - Heather Heitkotter
- Department of Cell Biology, Neurobiology and Anatomy, Medical College of Wisconsin, Milwaukee, WI, USA
| | - Erica N. Woertz
- School of Medicine, Medical College of Wisconsin, Milwaukee, WI, USA
| | - Robert F. Cooper
- Department of Ophthalmology and Visual Sciences, Medical College of Wisconsin, Milwaukee, WI, USA
- Joint Department of Biomedical Engineering, Marquette University and Medical College of Wisconsin, Milwaukee, WI, USA
| | - Joseph Carroll
- Department of Ophthalmology and Visual Sciences, Medical College of Wisconsin, Milwaukee, WI, USA
- Department of Cell Biology, Neurobiology and Anatomy, Medical College of Wisconsin, Milwaukee, WI, USA
- Joint Department of Biomedical Engineering, Marquette University and Medical College of Wisconsin, Milwaukee, WI, USA
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Mulders TWF, Klevering BJ, Hoyng CB, Theelen T. Computer-assisted photoreceptor assessment on Heidelberg Engineering Spectralis™ High Magnification Module™ images. Graefes Arch Clin Exp Ophthalmol 2021; 259:3311-3320. [PMID: 34357417 PMCID: PMC8523433 DOI: 10.1007/s00417-021-05326-6] [Citation(s) in RCA: 3] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/12/2021] [Revised: 07/06/2021] [Accepted: 07/14/2021] [Indexed: 11/07/2022] Open
Abstract
Purpose To evaluate reliability and repeatability of computer-assisted measurements of cone photoreceptor metrics on Heidelberg Engineering Spectralis™ High Magnification Module (HMM™) Automatic Real-time Tracking (ART™) images. Methods We analyzed HMM™ images in three separate study arms. Computer-assisted cone identification software was validated using an open-access adaptive optics (AO) dataset. We compared results of the first arm to data from AO and histology. We evaluated intersession repeatability of our computer-assisted cone analysis in the second arm. We assessed the capability of HMM™ to visualize cones in the presence of pathology in the third arm. Results We included 10 healthy subjects in the first arm of our study, 5 additional healthy participants in the second arm and 5 patients in the third arm. In total, we analyzed 225 regions of interest on HMM™ images. We were able to automatically identify cone photoreceptors and assess corresponding metrics at all eccentricities between 2 and 9° from the fovea. Cone density significantly declined with increasing eccentricity (p = 4.890E-26, Friedman test). With increasing eccentricity, we found a significant increase in intercell distance (p = 2.196E-25, Friedman test) and nearest neighbor distance (p = 1.997E-25, Friedman test). Cone hexagonality ranged between 71 and 85%. We found excellent automated intersession repeatability of cone density counts and spacing measurements. In pathology, we were also able to repeatedly visualize photoreceptors. Conclusion Computer-assisted cone photoreceptor analysis on Spectralis™ HMM™ images is feasible, and most cone metrics show excellent repeatability. HMM™ imaging may be useful for photoreceptor analysis as progression marker in outer retinal disease.
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Affiliation(s)
- Timo W F Mulders
- Department of Ophthalmology, Donders Institute for Brain, Cognition and Behaviour, Radboud University Medical Centre (Radboudumc), Philips van Leydenlaan 15, 6525 EX, Nijmegen, The Netherlands
| | - B Jeroen Klevering
- Department of Ophthalmology, Donders Institute for Brain, Cognition and Behaviour, Radboud University Medical Centre (Radboudumc), Philips van Leydenlaan 15, 6525 EX, Nijmegen, The Netherlands
| | - Carel B Hoyng
- Department of Ophthalmology, Donders Institute for Brain, Cognition and Behaviour, Radboud University Medical Centre (Radboudumc), Philips van Leydenlaan 15, 6525 EX, Nijmegen, The Netherlands
| | - Thomas Theelen
- Department of Ophthalmology, Donders Institute for Brain, Cognition and Behaviour, Radboud University Medical Centre (Radboudumc), Philips van Leydenlaan 15, 6525 EX, Nijmegen, The Netherlands.
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Li C, Xu F, Zhou L, Zhao H, Yu M, Zhou S, Jin C. Quantitative evaluation of photoreceptor density in chronic central serous chorioretinopathy using the Spectralis High Magnification Module. Photodiagnosis Photodyn Ther 2021; 35:102410. [PMID: 34147696 DOI: 10.1016/j.pdpdt.2021.102410] [Citation(s) in RCA: 3] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/14/2021] [Revised: 06/11/2021] [Accepted: 06/15/2021] [Indexed: 11/26/2022]
Abstract
PURPOSE To quantitatively evaluate the photoreceptor density in patients with chronic central serous chorioretinopathy (cCSC) using the Spectralis High Magnification Module (HMM). METHODS Twenty-four eyes of 24 patients with resolved cCSC, 24 fellow eyes from 24 other patients with unilateral cCSC, and 24 normal eyes of 24 healthy clients were enrolled in this observational case study. Photoreceptor densities of the retina in the nasal, temporal, superior, and inferior areas 500 μm from the central fovea were counted manually through the High Magnification Module (HMM) images using ImageJ software, and the average values were taken for further analysis. RESULTS The mean photoreceptor density 500 μm from the central fovea in the normal eyes (17,217 ± 1144 cells/mm2) was significantly higher than that of both affected eyes (9721 ± 1699 cells/mm2) and fellow eyes (15,667 ± 1909 cells/mm2) (P < 0.001; P = 0.002, respectively). The mean photoreceptor density was significantly correlated with logMAR visual acuity (r = -0.432, P = 0.035), duration of symptoms (r = -0.537, P = 0.007), retinal sensitivity and fixation stability P2 in eyes with resolved cCSC (r = 0.430, P = 0.036; r = 0.420, P = 0.041, respectively). CONCLUSIONS The HMM images revealed significant photoreceptor loss in patients with cCSC. The findings suggest that early intervention of the affected eyes, with short duration and good visual function, might be beneficial in preserving photoreceptor cells. As a novel imaging modality producing fast, high-resolution images, HMM shows great potential to detect microstructural impairments in retinal diseases.
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Affiliation(s)
- Cong Li
- State Key Laboratory of Ophthalmology, Zhongshan Ophthalmic Center, Sun Yat-Sen University, 54 South Xianlie Road, Guangzhou, China
| | - Fabao Xu
- State Key Laboratory of Ophthalmology, Zhongshan Ophthalmic Center, Sun Yat-Sen University, 54 South Xianlie Road, Guangzhou, China
| | - Lijun Zhou
- State Key Laboratory of Ophthalmology, Zhongshan Ophthalmic Center, Sun Yat-Sen University, 54 South Xianlie Road, Guangzhou, China
| | - Hongkun Zhao
- State Key Laboratory of Ophthalmology, Zhongshan Ophthalmic Center, Sun Yat-Sen University, 54 South Xianlie Road, Guangzhou, China
| | - Minzhong Yu
- Department of Ophthalmology, University Hospitals, Case Western Reserve University, Cleveland, OH, USA
| | - Shaobo Zhou
- Department of Ophthalmology, The Fifth Affiliated Hospital of Guangzhou Medical University, Guangzhou Medical University, Guangzhou, China
| | - Chenjin Jin
- State Key Laboratory of Ophthalmology, Zhongshan Ophthalmic Center, Sun Yat-Sen University, 54 South Xianlie Road, Guangzhou, China.
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Konstantinou EK, Mendonça LSM, Braun P, Monahan KM, Mehta N, Gendelman I, Levine ES, Baumal CR, Witkin AJ, Duker JS, Waheed NK. Retinal Imaging Using a Confocal Scanning Laser Ophthalmoscope-Based High-Magnification Module. Ophthalmol Retina 2021; 5:438-449. [PMID: 32861857 DOI: 10.1016/j.oret.2020.08.014] [Citation(s) in RCA: 4] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/07/2020] [Revised: 08/19/2020] [Accepted: 08/19/2020] [Indexed: 06/11/2023]
Abstract
PURPOSE To evaluate the usefulness of a high-magnification module (HMM) lens to visualize retinal photoreceptors, retinal nerve fiber layer (RNFL), and superficial retinal vasculature in physiologic and pathologic retinal conditions. DESIGN Observational descriptive study. PARTICIPANTS Thirty-two participants with normal and pathologic retina examination results. METHODS Normal and pathologic maculae were imaged in vivo using still and video HMM lens modes, with fixation and contrast adjustments to enhance visualization. The HMM images were classified qualitatively based on structures identified as either good (photoreceptors seen), average (photoreceptor mosaic cannot be visualized clearly, retinal vessels and other retinal changes can be seen), or poor (no identifiable structures). Selected eyes were imaged with fundus photography, OCT, OCT angiography, indocyanine green angiography, and fluorescein angiography for comparison with the pathologic maculae. MAIN OUTCOMES MEASURES Description of HMM module-obtained macula images. RESULTS From 32 eyes imaged (16 normal and 16 pathologic retinas), 12 of 16 normal and 11 of 16 pathologic retinas demonstrated at least average image quality, in which retinal vasculature and landmarks could be visualized. The mosaic pattern of hexagonal shapes representing photoreceptors could not be resolved in most pathologic retinas. For the retinas in which the photoreceptor mosaics were visualized (12 of 16 normal and 2 of 16 pathologic retinas), parafoveal mosaic patterns appeared denser with better image quality for all participants compared with foveal photoreceptors. Difficulty in resolving the photoreceptors in the umbo, fovea, and perifovea was encountered, similar to what has been reported with adaptive optics devices. The RNFL was seen as arcuate hyperreflective bundles. Flow was observed in the macular microvasculature. Poorly resolved photoreceptors and scattered hyperreflective foci were correlated with changes in the retinal pigment epithelium in eyes with age-related macular degeneration or central serous chorioretinopathy. Macular striae were seen in eyes with epiretinal membrane. CONCLUSIONS In most eyes, regardless of whether retinal pathologic features were present, it was challenging to obtain average quality (or better) images. In the few participants with good-quality imaging, the parafoveal photoreceptor mosaic, vascular flow, and various features of pathologic eyes could be visualized.
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Affiliation(s)
- Eleni K Konstantinou
- New England Eye Center, Tufts University School of Medicine, Boston, Massachusetts
| | - Luísa S M Mendonça
- New England Eye Center, Tufts University School of Medicine, Boston, Massachusetts; Department of Ophthalmology, Federal University of São Paulo, São Paulo, Brazil
| | - Phillip Braun
- New England Eye Center, Tufts University School of Medicine, Boston, Massachusetts; Yale University School of Medicine, New Haven, Connecticut
| | - Kyle M Monahan
- Data Lab, Tufts Technology Services, Tufts University, Medford, Massachusetts
| | - Nihaal Mehta
- New England Eye Center, Tufts University School of Medicine, Boston, Massachusetts; Warren Alpert Medical School of Brown University, Providence, Rhode Island
| | - Isaac Gendelman
- New England Eye Center, Tufts University School of Medicine, Boston, Massachusetts
| | - Emily S Levine
- New England Eye Center, Tufts University School of Medicine, Boston, Massachusetts
| | - Caroline R Baumal
- New England Eye Center, Tufts University School of Medicine, Boston, Massachusetts
| | - Andre J Witkin
- New England Eye Center, Tufts University School of Medicine, Boston, Massachusetts
| | - Jay S Duker
- New England Eye Center, Tufts University School of Medicine, Boston, Massachusetts
| | - Nadia K Waheed
- New England Eye Center, Tufts University School of Medicine, Boston, Massachusetts.
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Qiu CY, Shi YY, Zhao HW, Nie C, Dong MX, Zhang HQ, Zhao J, Xu QQ, Song FL, Guo XH, Shi L, Liu CY, Gong YB, Luo L. Ultrastructural study of closed macular hole- preliminary application of a novel high magnification module combining with OCT. BMC Ophthalmol 2021; 21:144. [PMID: 33752629 PMCID: PMC7983384 DOI: 10.1186/s12886-021-01801-0] [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: 03/31/2020] [Accepted: 01/01/2021] [Indexed: 11/10/2022] Open
Abstract
Background As a novel high magnification module (HMM) combining with OCT (OCT-HMM) is able to detect the microstructure of retina, we apply it to explore the ultrastructure of the macula after closure of the idiopathic macular hole (IMH) by surgery. Methods This is an observational case series study in which patients with full-thickness IMHs who had undergone successful macular closure by vitrectomy and internal limiting membrane peeling and healthy subjects were recruited. After comprehensive ophthalmic examinations, the images of macular area were obtained and collected by professional operators using OCT-HMM. Then images were independently analyzed by 4 masked vitreoretinal specialists. Results A total of 24 IMH eyes and 42 healthy eyes were examined. HMM images were obtained in 10 IMH eyes. Among them, 4 eyes whose macula closed completely with recovery of photoreceptor layer presented a dark arc nasal to the fovea, oriented to the optic, and the notch of arc faced temporally. Six eyes in which the macula closed incompletely with photoreceptor cells loss revealed a dark ring with uneven bright spots inside. The other 14 eyes failed to obtain clear images by OCT-HMM. The contra lateral eyes of the patients and the healthy subjects’ eyes succeeded to obtain the HMM images which displayed evenly grey background thickly covered with tiny bright dots that was in similar size and evenly and widely distributed and there no dark arc or ring. OCT B-scan and IR images could be acquired in all of the IMH and healthy eyes. Conclusion The preliminary application of HMM has supplied us a brand-new insight into the microstructure of closed IMH. A dark arc sign could be detected with OCT-HMM in the macula which was functionally closed after surgery that was probably the healing mark on a microstructure photoreceptors level. Its existence and shape indicated that the functional closure followed by a retinal displacement mainly horizontally from temporal side to nasal side but not symmetric centripetally.
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Affiliation(s)
- Chang-Yu Qiu
- Department of Ophthalmology, Strategic Support Force Medical Center, An xiang bei 9#, Beijing, China
| | - Yuan-Yuan Shi
- Department of Ophthalmology, Strategic Support Force Medical Center, An xiang bei 9#, Beijing, China
| | - Hong-Wei Zhao
- Department of Ophthalmology, Strategic Support Force Medical Center, An xiang bei 9#, Beijing, China
| | - Chuang Nie
- Department of Ophthalmology, Strategic Support Force Medical Center, An xiang bei 9#, Beijing, China
| | - Ming-Xia Dong
- Tangshan Ophthalmological Hospital, Tangshan City, Hebei Province, China
| | - Huai-Qiang Zhang
- Tangshan Ophthalmological Hospital, Tangshan City, Hebei Province, China
| | - Jun Zhao
- Department of Ophthalmology, Strategic Support Force Medical Center, An xiang bei 9#, Beijing, China
| | - Qian-Qian Xu
- Department of Ophthalmology, Strategic Support Force Medical Center, An xiang bei 9#, Beijing, China
| | - Fei-Long Song
- Department of Ophthalmology, Strategic Support Force Medical Center, An xiang bei 9#, Beijing, China
| | - Xiao-Hua Guo
- Department of Ophthalmology, Strategic Support Force Medical Center, An xiang bei 9#, Beijing, China
| | - Lin Shi
- Department of Ophthalmology, Strategic Support Force Medical Center, An xiang bei 9#, Beijing, China
| | - Chang-Ying Liu
- Tangshan Ophthalmological Hospital, Tangshan City, Hebei Province, China.
| | - Yu-Bo Gong
- Department of Ophthalmology, Strategic Support Force Medical Center, An xiang bei 9#, Beijing, China.
| | - Ling Luo
- Department of Ophthalmology, Strategic Support Force Medical Center, An xiang bei 9#, Beijing, China.
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Wynne N, Carroll J, Duncan JL. Promises and pitfalls of evaluating photoreceptor-based retinal disease with adaptive optics scanning light ophthalmoscopy (AOSLO). Prog Retin Eye Res 2020; 83:100920. [PMID: 33161127 DOI: 10.1016/j.preteyeres.2020.100920] [Citation(s) in RCA: 26] [Impact Index Per Article: 6.5] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/31/2020] [Revised: 10/28/2020] [Accepted: 10/31/2020] [Indexed: 12/15/2022]
Abstract
Adaptive optics scanning light ophthalmoscopy (AOSLO) allows visualization of the living human retina with exquisite single-cell resolution. This technology has improved our understanding of normal retinal structure and revealed pathophysiological details of a number of retinal diseases. Despite the remarkable capabilities of AOSLO, it has not seen the widespread commercial adoption and mainstream clinical success of other modalities developed in a similar time frame. Nevertheless, continued advancements in AOSLO hardware and software have expanded use to a broader range of patients. Current devices enable imaging of a number of different retinal cell types, with recent improvements in stimulus and detection schemes enabling monitoring of retinal function, microscopic structural changes, and even subcellular activity. This has positioned AOSLO for use in clinical trials, primarily as exploratory outcome measures or biomarkers that can be used to monitor disease progression or therapeutic response. AOSLO metrics could facilitate patient selection for such trials, to refine inclusion criteria or to guide the choice of therapy, depending on the presence, absence, or functional viability of specific cell types. Here we explore the potential of AOSLO retinal imaging by reviewing clinical applications as well as some of the pitfalls and barriers to more widespread clinical adoption.
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Affiliation(s)
- Niamh Wynne
- Department of Ophthalmology and Visual Sciences, Medical College of Wisconsin, Milwaukee, WI, USA
| | - Joseph Carroll
- Department of Ophthalmology and Visual Sciences, Medical College of Wisconsin, Milwaukee, WI, USA; Department of Cell Biology, Neurobiology & Anatomy, Medical College of Wisconsin, Milwaukee, WI, USA; Department of Biomedical Engineering, Medical College of Wisconsin, Milwaukee, WI, USA
| | - Jacque L Duncan
- Department of Ophthalmology, University of California, San Francisco, CA, USA.
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