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Lal B, She Z, Beach KM, Hung LF, Patel NB, Smith EL, Ostrin LA. Inner Retinal Microvasculature With Refraction in Juvenile Rhesus Monkeys. Transl Vis Sci Technol 2024; 13:42. [PMID: 39186302 PMCID: PMC11361384 DOI: 10.1167/tvst.13.8.42] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/25/2024] [Accepted: 07/18/2024] [Indexed: 08/27/2024] Open
Abstract
Purpose To characterize inner retinal microvasculature of rhesus monkeys with a range of refractive errors using optical coherence tomography angiography. Method Refractive error was induced in right eyes of 18 rhesus monkeys. At 327 to 347 days of age, axial length and spherical equivalent refraction (SER) were measured, and optical coherence tomography and optical coherence tomography angiography scans (Spectralis, Heidelberg) were collected. Magnification-corrected metrics included foveal avascular zone area and perfusion density, fractal dimension, and lacunarity of the superficial vascular complex (SVC) and deep vascular complex (DVC) in the central 1-mm diameter and 1.0- to 1.5-mm, 1.5- to 2.0-mm, and 2.0- to 2.5-mm annuli. Pearson correlations were used to explore relationships. Results The mean SER and axial length were 0.78 ± 4.02 D (-7.12 to +7.13 D) and 17.96 ± 1.08 mm (16.41 to 19.93 mm), respectively. The foveal avascular zone area and SVC perfusion density were correlated with retinal thickness for the central 1 mm (P < 0.05). SVC perfusion density of 2.0- to 2.5-mm annulus decreased with increasing axial length (P < 0.001). SVC and DVC fractal dimensions of 2.0- to 2.5-mm were correlated with axial length and SER, and DVC lacunarity of 1.5- to 2.0-mm annulus was correlated with axial length (P < 0.05). Conclusions Several inner retinal microvasculature parameters were associated with increasing axial length and SER in juvenile rhesus monkeys. These findings suggest that changes in retinal microvasculature could be indicators of refractive error development. Translational Relevance In juvenile rhesus monkeys, increasing myopic refraction and axial length are associated with alterations in the inner retinal microvasculature, which may have implications in myopia-related changes in humans.
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Affiliation(s)
- Barsha Lal
- University of Houston College of Optometry, Houston, TX, USA
| | - Zhihui She
- University of Houston College of Optometry, Houston, TX, USA
| | - Krista M. Beach
- University of Houston College of Optometry, Houston, TX, USA
| | - Li-Fang Hung
- University of Houston College of Optometry, Houston, TX, USA
| | - Nimesh B. Patel
- University of Houston College of Optometry, Houston, TX, USA
| | - Earl L. Smith
- University of Houston College of Optometry, Houston, TX, USA
| | - Lisa A. Ostrin
- University of Houston College of Optometry, Houston, TX, USA
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Denk N, Freichel C, Valmaggia P, Inglin N, Scholl HPN, Kaiser P, Wise S, Vezina M, Maloca PM. Cynomolgus monkey's retina volume reference database based on hybrid deep learning optical coherence tomography segmentation. Sci Rep 2023; 13:5797. [PMID: 37032376 PMCID: PMC10083168 DOI: 10.1038/s41598-023-32739-6] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/30/2023] [Accepted: 03/31/2023] [Indexed: 04/11/2023] Open
Abstract
Cynomolgus monkeys (Macaca fascicularis) are commonly used in pre-clinical ocular studies. However, studies that report the morphological features of the macaque retina are based only on minimal sample sizes; therefore, little is known about the normal distribution and background variation. This study was conducted using optical coherence tomography (OCT) imaging to investigate the variations in retinal volumes of healthy cynomolgus monkeys and the effects of sex, origin, and eye side on the retinal volumes to establish a comprehensive reference database. A machine-learning algorithm was employed to segment the retina within the OCT data (i.e., generated pixel-wise labels). Furthermore, a classical computer vision algorithm has identified the deepest point in a foveolar depression. The retinal volumes were determined and analyzed based on this reference point and segmented retinal compartments. Notably, the overall foveolar mean volume in zone 1, which is the region of the sharpest vision, was 0.205 mm3 (range 0.154-0.268 mm3), with a relatively low coefficient of variation of 7.9%. Generally, retinal volumes exhibit a relatively low degree of variation. However, significant differences in the retinal volumes due to the monkey's origin were identified. Additionally, sex had a significant impact on the paracentral retinal volume. Therefore, the origin and sex of cynomolgus monkeys should be considered when evaluating the macaque retinal volumes based on this dataset.
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Affiliation(s)
- Nora Denk
- Pharma Research and Early Development (pRED), Pharmaceutical Sciences (PS), Roche, Innovation Center Basel, 4070, Basel, Switzerland
- Department of Ophthalmology, University Hospital Basel, 4031, Basel, Switzerland
| | - Christian Freichel
- Pharma Research and Early Development (pRED), Pharmaceutical Sciences (PS), Roche, Innovation Center Basel, 4070, Basel, Switzerland
| | - Philippe Valmaggia
- Department of Ophthalmology, University Hospital Basel, 4031, Basel, Switzerland
- Institute of Molecular and Clinical Ophthalmology Basel, 4031, Basel, Switzerland
| | - Nadja Inglin
- Institute of Molecular and Clinical Ophthalmology Basel, 4031, Basel, Switzerland
| | - Hendrik P N Scholl
- Department of Ophthalmology, University Hospital Basel, 4031, Basel, Switzerland
- Institute of Molecular and Clinical Ophthalmology Basel, 4031, Basel, Switzerland
| | | | - Sylvie Wise
- Charles River Laboratories, Senneville, QC, H9X 1C1, Canada
| | - Marc Vezina
- Charles River Laboratories, Senneville, QC, H9X 1C1, Canada
| | - Peter M Maloca
- Department of Ophthalmology, University Hospital Basel, 4031, Basel, Switzerland.
- Institute of Molecular and Clinical Ophthalmology Basel, 4031, Basel, Switzerland.
- Moorfields Eye Hospital NHS Foundation Trust, London, EC1V 2PD, UK.
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Durlu YK. The Development of Suspended Scattering Particles in Motion in a Patient with Exudative Reticular Pseudodrusen. Case Rep Ophthalmol 2023; 14:48-55. [PMID: 36815871 PMCID: PMC9929650 DOI: 10.1159/000528834] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/24/2022] [Accepted: 12/16/2022] [Indexed: 02/24/2023] Open
Abstract
The development and characteristics of suspended scattering particles in motion (SSPiMs) in a patient with exudative reticular pseudodrusen (ERPD) are reported using multimodal imaging modalities. An 82-year-old woman was referred because of persistent macular edema during intravitreal injections of bevacizumab. ERPD associated with types I and II (mixed type) macular neovascularization in both eyes was diagnosed. Bilateral flat irregular pigment epithelial detachments were associated with macular neovascularization in both eyes by optical coherence tomography. An intense oval hypersignal was found at umbo in her right eye, as detected by en face optical coherence tomography angiography. This avascular hypersignal at umbo was SSPiM. No change was noticed in the appearance of SSPiM after intravitreal injection of aflibercept. However, intraretinal hemorrhage developed in Henle's fiber layer a month after the second intravitreal injection of aflibercept. Then, several SSPiMs were unveiled in a perifoveal location a month after uncomplicated cataract surgery. The SSPiMs that developed after cataract surgery were connected to the capillaries in the deep retinal vascular plexus. Temporary SSPiMs could be seen during injections of anti-vascular endothelial growth factor and after cataract surgery in the same eye of a patient with ERPD. SSPiMs detected by optical coherence tomography angiography were neither artifacts nor hypersignals due to neovascularized vessels. SSPiMs were considered to be a unique phase colloidal phenomenon generating pseudoflow in exudative macular disorders.
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Maloca PM, Freichel C, Hänsli C, Valmaggia P, Müller PL, Zweifel S, Seeger C, Inglin N, Scholl HPN, Denk N. Cynomolgus monkey's choroid reference database derived from hybrid deep learning optical coherence tomography segmentation. Sci Rep 2022; 12:13276. [PMID: 35918392 PMCID: PMC9346135 DOI: 10.1038/s41598-022-17699-7] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/25/2022] [Accepted: 07/29/2022] [Indexed: 11/18/2022] Open
Abstract
Cynomolgus monkeys exhibit human-like features, such as a fovea, so they are often used in non-clinical research. Nevertheless, little is known about the natural variation of the choroidal thickness in relation to origin and sex. A combination of deep learning and a deterministic computer vision algorithm was applied for automatic segmentation of foveolar optical coherence tomography images in cynomolgus monkeys. The main evaluation parameters were choroidal thickness and surface area directed from the deepest point on OCT images within the fovea, marked as the nulla with regard to sex and origin. Reference choroid landmarks were set underneath the nulla and at 500 µm intervals laterally up to a distance of 2000 µm nasally and temporally, complemented by a sub-analysis of the central bouquet of cones. 203 animals contributed 374 eyes for a reference choroid database. The overall average central choroidal thickness was 193 µm with a coefficient of variation of 7.8%, and the overall mean surface area of the central bouquet temporally was 19,335 µm2 and nasally was 19,283 µm2. The choroidal thickness of the fovea appears relatively homogeneous between the sexes and the studied origins. However, considerable natural variation has been observed, which needs to be appreciated.
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Affiliation(s)
- Peter M Maloca
- Institute of Molecular and Clinical Ophthalmology Basel (IOB), 4031, Basel, Switzerland. .,Department of Ophthalmology, University Hospital Basel, 4031, Basel, Switzerland. .,Moorfields Eye Hospital NHS Foundation Trust, London, EC1V 2PD, UK.
| | - Christian Freichel
- Pharma Research and Early Development (pRED), Pharmaceutical Sciences (PS), Roche, Innovation Center Basel, 4070, Basel, Switzerland
| | - Christof Hänsli
- Berner Augenklinik Am Lindenhofspital and University of Bern, Bern, Switzerland
| | - Philippe Valmaggia
- Institute of Molecular and Clinical Ophthalmology Basel (IOB), 4031, Basel, Switzerland
| | - Philipp L Müller
- Moorfields Eye Hospital NHS Foundation Trust, London, EC1V 2PD, UK.,Department of Ophthalmology, University of Bonn, Bonn, Germany.,Makulazentrum Augsburg, Fachärzte Augenheilkunde, Augsburg, Germany
| | - Sandrine Zweifel
- University Hospital Zurich, Frauenklinikstrasse 24, 8091, Zurich, Switzerland.,University of Zurich, Rämistrasse 71, 8006, Zürich, Switzerland
| | - Christine Seeger
- Pharma Research and Early Development (pRED), Pharmaceutical Sciences (PS), Roche, Innovation Center Basel, 4070, Basel, Switzerland
| | - Nadja Inglin
- Institute of Molecular and Clinical Ophthalmology Basel (IOB), 4031, Basel, Switzerland
| | - Hendrik P N Scholl
- Institute of Molecular and Clinical Ophthalmology Basel (IOB), 4031, Basel, Switzerland.,Department of Ophthalmology, University Hospital Basel, 4031, Basel, Switzerland
| | - Nora Denk
- Institute of Molecular and Clinical Ophthalmology Basel (IOB), 4031, Basel, Switzerland.,Pharma Research and Early Development (pRED), Pharmaceutical Sciences (PS), Roche, Innovation Center Basel, 4070, Basel, Switzerland
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Maloca PM, Seeger C, Booler H, Valmaggia P, Kawamoto K, Kaba Q, Inglin N, Balaskas K, Egan C, Tufail A, Scholl HPN, Hasler PW, Denk N. Uncovering of intraspecies macular heterogeneity in cynomolgus monkeys using hybrid machine learning optical coherence tomography image segmentation. Sci Rep 2021; 11:20647. [PMID: 34667265 PMCID: PMC8526684 DOI: 10.1038/s41598-021-99704-z] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/02/2021] [Accepted: 09/27/2021] [Indexed: 12/13/2022] Open
Abstract
The fovea is a depression in the center of the macula and is the site of the highest visual acuity. Optical coherence tomography (OCT) has contributed considerably in elucidating the pathologic changes in the fovea and is now being considered as an accompanying imaging method in drug development, such as antivascular endothelial growth factor and its safety profiling. Because animal numbers are limited in preclinical studies and automatized image evaluation tools have not yet been routinely employed, essential reference data describing the morphologic variations in macular thickness in laboratory cynomolgus monkeys are sparse to nonexistent. A hybrid machine learning algorithm was applied for automated OCT image processing and measurements of central retina thickness and surface area values. Morphological variations and the effects of sex and geographical origin were determined. Based on our findings, the fovea parameters are specific to the geographic origin. Despite morphological similarities among cynomolgus monkeys, considerable variations in the foveolar contour, even within the same species but from different geographic origins, were found. The results of the reference database show that not only the entire retinal thickness, but also the macular subfields, should be considered when designing preclinical studies and in the interpretation of foveal data.
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Affiliation(s)
- Peter M Maloca
- Department of Ophthalmology, University of Basel, 4031, Basel, Switzerland. .,Institute of Molecular and Clinical Ophthalmology Basel (IOB), 4031, Basel, Switzerland. .,Moorfields Eye Hospital NHS Foundation Trust, London, EC1V 2PD, UK.
| | - Christine Seeger
- Preclinical Research and Early Development, Pharmaceutical Sciences, Hoffmann-La Roche, 4070, Basel, Switzerland
| | - Helen Booler
- Preclinical Research and Early Development, Pharmaceutical Sciences, Hoffmann-La Roche, 4070, Basel, Switzerland
| | - Philippe Valmaggia
- Institute of Molecular and Clinical Ophthalmology Basel (IOB), 4031, Basel, Switzerland
| | - Ken Kawamoto
- Moorfields Eye Hospital NHS Foundation Trust, London, EC1V 2PD, UK
| | - Qayim Kaba
- Moorfields Eye Hospital NHS Foundation Trust, London, EC1V 2PD, UK
| | - Nadja Inglin
- Institute of Molecular and Clinical Ophthalmology Basel (IOB), 4031, Basel, Switzerland
| | | | - Catherine Egan
- Moorfields Eye Hospital NHS Foundation Trust, London, EC1V 2PD, UK
| | - Adnan Tufail
- Moorfields Eye Hospital NHS Foundation Trust, London, EC1V 2PD, UK
| | - Hendrik P N Scholl
- Department of Ophthalmology, University of Basel, 4031, Basel, Switzerland.,Institute of Molecular and Clinical Ophthalmology Basel (IOB), 4031, Basel, Switzerland
| | - Pascal W Hasler
- Department of Ophthalmology, University of Basel, 4031, Basel, Switzerland
| | - Nora Denk
- Department of Ophthalmology, University of Basel, 4031, Basel, Switzerland.,Institute of Molecular and Clinical Ophthalmology Basel (IOB), 4031, Basel, Switzerland.,Preclinical Research and Early Development, Pharmaceutical Sciences, Hoffmann-La Roche, 4070, Basel, Switzerland
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