51
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Reese BE, Keeley PW. Genomic control of neuronal demographics in the retina. Prog Retin Eye Res 2016; 55:246-259. [PMID: 27492954 DOI: 10.1016/j.preteyeres.2016.07.003] [Citation(s) in RCA: 16] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/19/2016] [Revised: 07/21/2016] [Accepted: 07/28/2016] [Indexed: 12/22/2022]
Abstract
The mature retinal architecture is composed of various types of neuron, each population differing in size and constrained to particular layers, wherein the cells achieve a characteristic patterning in their local organization. These demographic features of retinal nerve cell populations are each complex traits controlled by multiple genes affecting different processes during development, and their genetic determinants can be dissected by correlating variation in these traits with their genomic architecture across recombinant-inbred mouse strains. Using such a resource, we consider how the variation in the numbers of twelve different types of retinal neuron are independent of one another, including those sharing transcriptional regulation as well as those that are synaptically-connected, each mapping to distinct genomic loci. Using the populations of two retinal interneurons, the horizontal cells and the cholinergic amacrine cells, we present in further detail examples where the variation in neuronal number, as well as the variation in mosaic patterning or in laminar positioning, each maps to discrete genomic loci where allelic variants modulating these features must be present. At those loci, we identify candidate genes which, when rendered non-functional, alter those very demographic properties, and in turn, we identify candidate coding or regulatory variants that alter protein structure or gene expression, respectively, being prospective contributors to the variation in phenotype. This forward-genetic approach provides an alternative means for dissecting the molecular genetic control of neuronal population dynamics, with each genomic locus serving as a causal anchor from which we may ultimately understand the developmental principles responsible for the control of those traits.
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Affiliation(s)
- Benjamin E Reese
- Neuroscience Research Institute, University of California, Santa Barbara, CA 93106-5060, USA; Departments of Psychological & Brain Sciences, University of California, Santa Barbara, CA 93106-9660, USA.
| | - Patrick W Keeley
- Neuroscience Research Institute, University of California, Santa Barbara, CA 93106-5060, USA; Departments of Molecular, Cellular & Developmental Biology, University of California, Santa Barbara, CA 93106-9625, USA
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52
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Butler MC, Sullivan JM. A Novel, Real-Time, In Vivo Mouse Retinal Imaging System. Invest Ophthalmol Vis Sci 2016; 56:7159-68. [PMID: 26551329 DOI: 10.1167/iovs.14-16370] [Citation(s) in RCA: 7] [Impact Index Per Article: 0.9] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/16/2022] Open
Abstract
PURPOSE To develop an efficient, low-cost instrument for robust real-time imaging of the mouse retina in vivo, and assess system capabilities by evaluating various animal models. METHODS Following multiple disappointing attempts to visualize the mouse retina during a subretinal injection using commercially available systems, we identified the key limitation to be inadequate illumination due to off axis illumination and poor optical train optimization. Therefore, we designed a paraxial illumination system for Greenough-type stereo dissecting microscope incorporating an optimized optical launch and an efficiently coupled fiber optic delivery system. Excitation and emission filters control spectral bandwidth. A color coupled-charged device (CCD) camera is coupled to the microscope for image capture. Although, field of view (FOV) is constrained by the small pupil aperture, the high optical power of the mouse eye, and the long working distance (needed for surgical manipulations), these limitations can be compensated by eye positioning in order to observe the entire retina. RESULTS The retinal imaging system delivers an adjustable narrow beam to the dilated pupil with minimal vignetting. The optic nerve, vasculature, and posterior pole are crisply visualized and the entire retina can be observed through eye positioning. Normal and degenerative retinal phenotypes can be followed over time. Subretinal or intraocular injection procedures are followed in real time. Real-time, intravenous fluorescein angiography for the live mouse has been achieved. CONCLUSIONS A novel device is established for real-time viewing and image capture of the small animal retina during subretinal injections for preclinical gene therapy studies.
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Affiliation(s)
- Mark C Butler
- Research Service, VA Western New York Healthcare System, Buffalo, New York, United States 2Department of Ophthalmology, Ross Eye Institute, University at Buffalo-SUNY, Buffalo, New York, United States
| | - Jack M Sullivan
- Research Service, VA Western New York Healthcare System, Buffalo, New York, United States 2Department of Ophthalmology, Ross Eye Institute, University at Buffalo-SUNY, Buffalo, New York, United States 3Department of Pharmacology/Toxicology, University at
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53
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Sugita Y, Watanabe S, Furukawa T. Response: Commentary: "Prdm13 regulates subtype specification of retinal amacrine interneurons and modulates visual sensitivity". Front Cell Neurosci 2016; 9:520. [PMID: 26858608 PMCID: PMC4729904 DOI: 10.3389/fncel.2015.00520] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.1] [Reference Citation Analysis] [Key Words] [Track Full Text] [Download PDF] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/25/2015] [Accepted: 12/24/2015] [Indexed: 01/12/2023] Open
Affiliation(s)
- Yuko Sugita
- Laboratory for Molecular and Developmental Biology, Institute for Protein Research, Osaka University Osaka, Japan
| | - Satoshi Watanabe
- Laboratory for Molecular and Developmental Biology, Institute for Protein Research, Osaka University Osaka, Japan
| | - Takahisa Furukawa
- Laboratory for Molecular and Developmental Biology, Institute for Protein Research, Osaka University Osaka, Japan
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54
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Wahl DJ, Jian Y, Bonora S, Zawadzki RJ, Sarunic MV. Wavefront sensorless adaptive optics fluorescence biomicroscope for in vivo retinal imaging in mice. BIOMEDICAL OPTICS EXPRESS 2016; 7:1-12. [PMID: 26819812 PMCID: PMC4722895 DOI: 10.1364/boe.7.000001] [Citation(s) in RCA: 19] [Impact Index Per Article: 2.4] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 07/30/2015] [Revised: 10/15/2015] [Accepted: 10/21/2015] [Indexed: 05/18/2023]
Abstract
Cellular-resolution in vivo fluorescence imaging is a valuable tool for longitudinal studies of retinal function in vision research. Wavefront sensorless adaptive optics (WSAO) is a developing technology that enables high-resolution imaging of the mouse retina. In place of the conventional method of using a Shack-Hartmann wavefront sensor to measure the aberrations directly, WSAO uses an image quality metric and a search algorithm to drive the shape of the adaptive element (i.e. deformable mirror). WSAO is a robust approach to AO and it is compatible with a compact, low-cost lens-based system. In this report, we demonstrated a hill-climbing algorithm for WSAO with a variable focus lens and deformable mirror for non-invasive in vivo imaging of EGFP (enhanced green fluorescent protein) labelled ganglion cells and microglia cells in the mouse retina.
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Affiliation(s)
- Daniel J. Wahl
- Engineering Science, Simon Fraser University, Burnaby BC, V5A 1S6 Canada
- These authors contributed equally to this work
| | - Yifan Jian
- Engineering Science, Simon Fraser University, Burnaby BC, V5A 1S6 Canada
- These authors contributed equally to this work
| | - Stefano Bonora
- CNR-Institute for Photonics and Nanotechnology, Via Trasea 7, 35131, Padova, Italy
- Hilase project, Institute of Physics AS CR v.v.i., Na Slovance 2, 18221, Prague, Czech Republic
| | - Robert J. Zawadzki
- UC Davis RISE Small Animal Ocular Imaging Facility, Department of Cell Biology and Human Anatomy, University of California Davis, Davis, CA 95616 USA
- Vision Science and Advanced Retinal Imaging Laboratory (VSRI), Department of Ophthalmology & Vision Science, University of California Davis, Sacramento, CA 95817 USA
| | - Marinko V. Sarunic
- Engineering Science, Simon Fraser University, Burnaby BC, V5A 1S6 Canada
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55
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Bar-Noam AS, Farah N, Shoham S. Correction-free remotely scanned two-photon in vivo mouse retinal imaging. LIGHT, SCIENCE & APPLICATIONS 2016; 5:e16007. [PMID: 30167112 PMCID: PMC6059848 DOI: 10.1038/lsa.2016.7] [Citation(s) in RCA: 18] [Impact Index Per Article: 2.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Subscribe] [Scholar Register] [Received: 03/07/2015] [Revised: 08/14/2015] [Accepted: 08/17/2015] [Indexed: 05/16/2023]
Abstract
Non-invasive fluorescence retinal imaging in small animals is an important requirement for an array of translational vision applications. The in vivo two-photon imaging of the mouse retina may enable the long-term investigation of the structure and function of healthy and diseased retinal tissue. However, to date, this has only been possible using relatively complex adaptive-optics systems. Here, the optical modeling of the murine eye and of the imaging system is used to achieve correction-free two-photon microscopy through the pupil of a mouse eye to yield high-quality, optically sectioned fundus images. By remotely scanning the focus using an electronically tunable lens, high-resolution three-dimensional fluorescein angiograms and cellular-scale images are acquired, thus introducing a correction-free baseline performance level for two-photon in vivo retinal imaging. Moreover, the system enables functional calcium imaging of repeated retinal responses to light stimulation using the genetically encoded indicator, GCaMP6s. These results and the simplicity of the new add-on optics are an important step toward several structural, functional, and multimodal imaging applications that will benefit from the tight optical sectioning and the use of near-infrared light.
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Affiliation(s)
- Adi Schejter Bar-Noam
- />Faculty of Biomedical Engineering, Technion – Israel Institute of Technology, Kiryat HaTechnion, Haifa 32000, Israel
| | - Nairouz Farah
- />Faculty of Biomedical Engineering, Technion – Israel Institute of Technology, Kiryat HaTechnion, Haifa 32000, Israel
| | - Shy Shoham
- />Faculty of Biomedical Engineering, Technion – Israel Institute of Technology, Kiryat HaTechnion, Haifa 32000, Israel
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56
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Zhang P, Goswami M, Zam A, Pugh EN, Zawadzki RJ. Effect of scanning beam size on the lateral resolution of mouse retinal imaging with SLO. OPTICS LETTERS 2015; 40:5830-3. [PMID: 26670523 PMCID: PMC4915368 DOI: 10.1364/ol.40.005830] [Citation(s) in RCA: 16] [Impact Index Per Article: 1.8] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 05/18/2023]
Abstract
Scanning laser ophthalmoscopy (SLO) employs the eye's optics as a microscope objective for retinal imaging in vivo. The mouse retina has become an increasingly important object for investigation of ocular disease and physiology with optogenetic probes. SLO imaging of the mouse eye, in principle, can achieve submicron lateral resolution thanks to a numerical aperture (NA) of ∼0.5, about 2.5 times larger than that of the human eye. In the absence of adaptive optics, however, natural ocular aberrations limit the available optical resolution. The use of a contact lens, in principle, can correct many aberrations, permitting the use of a wider scanning beam and, thus, achieving greater resolution then would otherwise be possible. In this Letter, using an SLO equipped with a rigid contact lens, we report the effect of scanning beam size on the lateral resolution of mouse retinal imaging. Theory predicts that the maximum beam size full width at half-maximum (FWHM) that can be used without any deteriorating effects of aberrations is ∼0.6 mm. However, increasing the beam size up to the diameter of the dilated pupil is predicted to improve lateral resolution, though not to the diffraction limit. To test these predictions, the dendrites of a retinal ganglion cell expressing YFP were imaged, and transverse scans were analyzed to quantify the SLO system resolution. The results confirmed that lateral resolution increases with the beam size as predicted. With a 1.3 mm scanning beam and no high-order aberration correction, the lateral resolution is ∼1.15 μm, superior to that achievable by most human AO-SLO systems. Advantages of this approach include stabilization of the mouse eye and simplified optical design.
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Affiliation(s)
- Pengfei Zhang
- UC Davis RISE Eye-Pod Small Animal Imaging Laboratory, Department of Cell Biology and Human Anatomy, University of California Davis, 4320 Tupper Hall, Davis, California 95616, USA
| | - Mayank Goswami
- UC Davis RISE Eye-Pod Small Animal Imaging Laboratory, Department of Cell Biology and Human Anatomy, University of California Davis, 4320 Tupper Hall, Davis, California 95616, USA
| | - Azhar Zam
- UC Davis RISE Eye-Pod Small Animal Imaging Laboratory, Department of Cell Biology and Human Anatomy, University of California Davis, 4320 Tupper Hall, Davis, California 95616, USA
| | - Edward N. Pugh
- UC Davis RISE Eye-Pod Small Animal Imaging Laboratory, Department of Cell Biology and Human Anatomy, University of California Davis, 4320 Tupper Hall, Davis, California 95616, USA
| | - Robert J. Zawadzki
- UC Davis RISE Eye-Pod Small Animal Imaging Laboratory, Department of Cell Biology and Human Anatomy, University of California Davis, 4320 Tupper Hall, Davis, California 95616, USA
- UC Davis Eye Center, Department of Ophthalmology & Vision Science, University of California Davis, 4860 Y Street, Suite 2400, Sacramento, California 95817, USA
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Abstract
This review starts with a brief history and description of adaptive optics (AO) technology, followed by a showcase of the latest capabilities of AO systems for imaging the human retina and an extensive review of the literature on where AO is being used clinically. The review concludes with a discussion on future directions and guidance on usage and interpretation of images from AO systems for the eye.
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58
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Li H, Liu W, Zhang HF. Investigating the influence of chromatic aberration and optical illumination bandwidth on fundus imaging in rats. JOURNAL OF BIOMEDICAL OPTICS 2015; 20:106010. [PMID: 26502233 PMCID: PMC4881312 DOI: 10.1117/1.jbo.20.10.106010] [Citation(s) in RCA: 5] [Impact Index Per Article: 0.6] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 05/21/2015] [Accepted: 09/28/2015] [Indexed: 05/04/2023]
Abstract
Abstract. Rodent models are indispensable in studying various retinal diseases. Noninvasive, high-resolution retinal imaging of rodent models is highly desired for longitudinally investigating the pathogenesis and therapeutic strategies. However, due to severe aberrations, the retinal image quality in rodents can be much worse than that in humans. We numerically and experimentally investigated the influence of chromatic aberration and optical illumination bandwidth on retinal imaging. We confirmed that the rat retinal image quality decreased with increasing illumination bandwidth. We achieved the retinal image resolution of 10 μm using a 19 nm illumination bandwidth centered at 580 nm in a home-built fundus camera. Furthermore, we observed higher chromatic aberration in albino rat eyes than in pigmented rat eyes. This study provides a design guide for high-resolution fundus camera for rodents. Our method is also beneficial to dispersion compensation in multiwavelength retinal imaging applications.
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Affiliation(s)
- Hao Li
- Northwestern University, Department of Biomedical Engineering, 2145 Sheridan Road, Evanston, Illinois 60208, United States
| | - Wenzhong Liu
- Northwestern University, Department of Biomedical Engineering, 2145 Sheridan Road, Evanston, Illinois 60208, United States
| | - Hao F. Zhang
- Northwestern University, Department of Biomedical Engineering, 2145 Sheridan Road, Evanston, Illinois 60208, United States
- Northwestern University, Department of Ophthalmology, 645 North Michigan Avenue, Chicago, Illinois 60611, United States
- Address all correspondence to: Hao F. Zhang, E-mail:
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Stremplewski P, Komar K, Palczewski K, Wojtkowski M, Palczewska G. Periscope for noninvasive two-photon imaging of murine retina in vivo. BIOMEDICAL OPTICS EXPRESS 2015; 6:3352-61. [PMID: 26417507 PMCID: PMC4574663 DOI: 10.1364/boe.6.003352] [Citation(s) in RCA: 18] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 07/03/2015] [Revised: 08/01/2015] [Accepted: 08/02/2015] [Indexed: 05/18/2023]
Abstract
Two-photon microscopy allows visualization of subcellular structures in the living animal retina. In previously reported experiments it was necessary to apply a contact lens to each subject. Extending this technology to larger animals would require fitting a custom contact lens to each animal and cumbersome placement of the living animal head on microscope stage. Here we demonstrate a new device, periscope, for coupling light energy into mouse eye and capturing emitted fluorescence. Using this periscope we obtained images of the RPE and their subcellular organelles, retinosomes, with larger field of view than previously reported. This periscope provides an interface with a commercial microscope, does not require contact lens and its design could be modified to image retina in larger animals.
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Affiliation(s)
- Patrycjusz Stremplewski
- Institute of Physics, Faculty of Physics, Astronomy and Informatics, Nicolaus Copernicus University in Torun, Grudziadzka 5, 87-100 Torun, Poland
| | - Katarzyna Komar
- Institute of Physics, Faculty of Physics, Astronomy and Informatics, Nicolaus Copernicus University in Torun, Grudziadzka 5, 87-100 Torun, Poland
| | - Krzysztof Palczewski
- Department of Pharmacology, Cleveland Center for Membrane and Structural Biology, School of Medicine, Case Western Reserve University, Cleveland, OH 44106, USA
| | - Maciej Wojtkowski
- Institute of Physics, Faculty of Physics, Astronomy and Informatics, Nicolaus Copernicus University in Torun, Grudziadzka 5, 87-100 Torun, Poland
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60
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Zhou X, Bedggood P, Bui B, Nguyen CT, He Z, Metha A. Contrast-based sensorless adaptive optics for retinal imaging. BIOMEDICAL OPTICS EXPRESS 2015; 6:3577-95. [PMID: 26417525 PMCID: PMC4574681 DOI: 10.1364/boe.6.003577] [Citation(s) in RCA: 5] [Impact Index Per Article: 0.6] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Subscribe] [Scholar Register] [Received: 06/17/2015] [Revised: 08/13/2015] [Accepted: 08/18/2015] [Indexed: 05/05/2023]
Abstract
Conventional adaptive optics ophthalmoscopes use wavefront sensing methods to characterize ocular aberrations for real-time correction. However, there are important situations in which the wavefront sensing step is susceptible to difficulties that affect the accuracy of the correction. To circumvent these, wavefront sensorless adaptive optics (or non-wavefront sensing AO; NS-AO) imaging has recently been developed and has been applied to point-scanning based retinal imaging modalities. In this study we show, for the first time, contrast-based NS-AO ophthalmoscopy for full-frame in vivo imaging of human and animal eyes. We suggest a robust image quality metric that could be used for any imaging modality, and test its performance against other metrics using (physical) model eyes.
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61
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Bonora S, Jian Y, Zhang P, Zam A, Pugh EN, Zawadzki RJ, Sarunic MV. Wavefront correction and high-resolution in vivo OCT imaging with an objective integrated multi-actuator adaptive lens. OPTICS EXPRESS 2015; 23:21931-41. [PMID: 26368169 PMCID: PMC4646522 DOI: 10.1364/oe.23.021931] [Citation(s) in RCA: 37] [Impact Index Per Article: 4.1] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 05/02/2023]
Abstract
Adaptive optics is rapidly transforming microscopy and high-resolution ophthalmic imaging. The adaptive elements commonly used to control optical wavefronts are liquid crystal spatial light modulators and deformable mirrors. We introduce a novel Multi-actuator Adaptive Lens that can correct aberrations to high order, and which has the potential to increase the spread of adaptive optics to many new applications by simplifying its integration with existing systems. Our method combines an adaptive lens with an imaged-based optimization control that allows the correction of images to the diffraction limit, and provides a reduction of hardware complexity with respect to existing state-of-the-art adaptive optics systems. The Multi-actuator Adaptive Lens design that we present can correct wavefront aberrations up to the 4th order of the Zernike polynomial characterization. The performance of the Multi-actuator Adaptive Lens is demonstrated in a wide field microscope, using a Shack-Hartmann wavefront sensor for closed loop control. The Multi-actuator Adaptive Lens and image-based wavefront-sensorless control were also integrated into the objective of a Fourier Domain Optical Coherence Tomography system for in vivo imaging of mouse retinal structures. The experimental results demonstrate that the insertion of the Multi-actuator Objective Lens can generate arbitrary wavefronts to correct aberrations down to the diffraction limit, and can be easily integrated into optical systems to improve the quality of aberrated images.
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Affiliation(s)
- Stefano Bonora
- CNR-Institute for Photonics and Nanotechnology, Via Trasea 7, 35131, Padova, Italy
- Hilase project, Institute of Physics AS CR v.v.i., Na Slovance 2, 18221, Prague, Czech Republic
- S. Bonora and Y. Jian contributed equally to this work
| | - Yifan Jian
- School of Engineering Science, Simon Fraser University, Burnaby, BC, V5A1S6, Canada
- S. Bonora and Y. Jian contributed equally to this work
| | - Pengfei Zhang
- UC Davis RISE Small Animal Ocular Imaging Facility, Department of Cell Biology and Human Anatomy, University of California Davis, Davis, CA 95616, USA
| | - Azhar Zam
- UC Davis RISE Small Animal Ocular Imaging Facility, Department of Cell Biology and Human Anatomy, University of California Davis, Davis, CA 95616, USA
| | - Edward N. Pugh
- UC Davis RISE Small Animal Ocular Imaging Facility, Department of Cell Biology and Human Anatomy, University of California Davis, Davis, CA 95616, USA
| | - Robert J. Zawadzki
- UC Davis RISE Small Animal Ocular Imaging Facility, Department of Cell Biology and Human Anatomy, University of California Davis, Davis, CA 95616, USA
- Vision Science and Advanced Retinal Imaging laboratory (VSRI), Department of Ophthalmology & Vision Science, University of California Davis, Sacramento, CA 95817, USA
| | - Marinko V. Sarunic
- School of Engineering Science, Simon Fraser University, Burnaby, BC, V5A1S6, Canada
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62
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Guevara-Torres A, Williams DR, Schallek JB. Imaging translucent cell bodies in the living mouse retina without contrast agents. BIOMEDICAL OPTICS EXPRESS 2015; 6:2106-19. [PMID: 26114032 PMCID: PMC4473747 DOI: 10.1364/boe.6.002106] [Citation(s) in RCA: 26] [Impact Index Per Article: 2.9] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 02/25/2015] [Revised: 05/05/2015] [Accepted: 05/12/2015] [Indexed: 05/18/2023]
Abstract
The transparency of most retinal cell classes typically precludes imaging them in the living eye; unless invasive methods are used that deploy extrinsic contrast agents. Using an adaptive optics scanning light ophthalmoscope (AOSLO) and capitalizing on the large numerical aperture of the mouse eye, we enhanced the contrast from otherwise transparent cells by subtracting the left from the right half of the light distribution in the detector plane. With this approach, it is possible to image the distal processes of photoreceptors, their more proximal cell bodies and the mosaic of horizontal cells in the living mouse retina.
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Affiliation(s)
- A. Guevara-Torres
- Center for Visual Science, University of Rochester, Rochester, NY, 14627, USA
- The Institute of Optics, University of Rochester, Rochester, NY, 14620, USA
| | - D. R. Williams
- Center for Visual Science, University of Rochester, Rochester, NY, 14627, USA
- The Institute of Optics, University of Rochester, Rochester, NY, 14620, USA
- Flaum Eye Institute, University of Rochester, Rochester, NY, 14642, USA
| | - J. B. Schallek
- Center for Visual Science, University of Rochester, Rochester, NY, 14627, USA
- Flaum Eye Institute, University of Rochester, Rochester, NY, 14642, USA
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63
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Zawadzki RJ, Zhang P, Zam A, Miller EB, Goswami M, Wang X, Jonnal RS, Lee SH, Kim DY, Flannery JG, Werner JS, Burns ME, Pugh EN. Adaptive-optics SLO imaging combined with widefield OCT and SLO enables precise 3D localization of fluorescent cells in the mouse retina. BIOMEDICAL OPTICS EXPRESS 2015; 6:2191-210. [PMID: 26114038 PMCID: PMC4473753 DOI: 10.1364/boe.6.002191] [Citation(s) in RCA: 32] [Impact Index Per Article: 3.6] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 03/30/2015] [Revised: 05/13/2015] [Accepted: 05/14/2015] [Indexed: 05/18/2023]
Abstract
Adaptive optics scanning laser ophthalmoscopy (AO-SLO) has recently been used to achieve exquisite subcellular resolution imaging of the mouse retina. Wavefront sensing-based AO typically restricts the field of view to a few degrees of visual angle. As a consequence the relationship between AO-SLO data and larger scale retinal structures and cellular patterns can be difficult to assess. The retinal vasculature affords a large-scale 3D map on which cells and structures can be located during in vivo imaging. Phase-variance OCT (pv-OCT) can efficiently image the vasculature with near-infrared light in a label-free manner, allowing 3D vascular reconstruction with high precision. We combined widefield pv-OCT and SLO imaging with AO-SLO reflection and fluorescence imaging to localize two types of fluorescent cells within the retinal layers: GFP-expressing microglia, the resident macrophages of the retina, and GFP-expressing cone photoreceptor cells. We describe in detail a reflective afocal AO-SLO retinal imaging system designed for high resolution retinal imaging in mice. The optical performance of this instrument is compared to other state-of-the-art AO-based mouse retinal imaging systems. The spatial and temporal resolution of the new AO instrumentation was characterized with angiography of retinal capillaries, including blood-flow velocity analysis. Depth-resolved AO-SLO fluorescent images of microglia and cone photoreceptors are visualized in parallel with 469 nm and 663 nm reflectance images of the microvasculature and other structures. Additional applications of the new instrumentation are discussed.
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Affiliation(s)
- Robert J Zawadzki
- UC Davis RISE Eye-Pod Laboratory, Dept. of Cell Biology and Human Anatomy, University of California Davis, 4320 Tupper Hall, Davis, California 95616, USA ; Vision Science and Advanced Retinal Imaging Laboratory (VSRI) and Department of Ophthalmology & Vision Science, UC Davis, 4860 Y Street, Ste. 2400, Sacramento, CA 95817, USA ; Depts. of Ophthalmology & Vision Science and of Cell Biology & Human Anatomy 4303 Tupper Hall, Davis California 95616, USA ;
| | - Pengfei Zhang
- UC Davis RISE Eye-Pod Laboratory, Dept. of Cell Biology and Human Anatomy, University of California Davis, 4320 Tupper Hall, Davis, California 95616, USA
| | - Azhar Zam
- UC Davis RISE Eye-Pod Laboratory, Dept. of Cell Biology and Human Anatomy, University of California Davis, 4320 Tupper Hall, Davis, California 95616, USA
| | - Eric B Miller
- Center for Neuroscience, University of California, Davis Sacramento, CA 95817, USA
| | - Mayank Goswami
- UC Davis RISE Eye-Pod Laboratory, Dept. of Cell Biology and Human Anatomy, University of California Davis, 4320 Tupper Hall, Davis, California 95616, USA
| | - Xinlei Wang
- UC Davis RISE Eye-Pod Laboratory, Dept. of Cell Biology and Human Anatomy, University of California Davis, 4320 Tupper Hall, Davis, California 95616, USA
| | - Ravi S Jonnal
- Vision Science and Advanced Retinal Imaging Laboratory (VSRI) and Department of Ophthalmology & Vision Science, UC Davis, 4860 Y Street, Ste. 2400, Sacramento, CA 95817, USA
| | - Sang-Hyuck Lee
- Vision Science and Advanced Retinal Imaging Laboratory (VSRI) and Department of Ophthalmology & Vision Science, UC Davis, 4860 Y Street, Ste. 2400, Sacramento, CA 95817, USA
| | - Dae Yu Kim
- Beckman Laser Institute Korea & Biomed. Engineering, Dankook University, Cheonan, Chungnam 330-715, South Korea
| | - John G Flannery
- Dept. of Molecular and Cellular Biology, University of California, Berkeley 94720, USA
| | - John S Werner
- Vision Science and Advanced Retinal Imaging Laboratory (VSRI) and Department of Ophthalmology & Vision Science, UC Davis, 4860 Y Street, Ste. 2400, Sacramento, CA 95817, USA
| | - Marie E Burns
- Center for Neuroscience, University of California, Davis Sacramento, CA 95817, USA ; Depts. of Ophthalmology & Vision Science and of Cell Biology & Human Anatomy 4303 Tupper Hall, Davis California 95616, USA
| | - Edward N Pugh
- UC Davis RISE Eye-Pod Laboratory, Dept. of Cell Biology and Human Anatomy, University of California Davis, 4320 Tupper Hall, Davis, California 95616, USA ; Depts. of Cell Biology & Human Anatomy, and of Physiology & Membrane Biology 4303 Tupper Hall, Davis California 95616, USA ;
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64
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Jin NG, Chuang AZ, Masson PJ, Ribelayga CP. Rod electrical coupling is controlled by a circadian clock and dopamine in mouse retina. J Physiol 2015; 593:1597-631. [PMID: 25616058 PMCID: PMC4386962 DOI: 10.1113/jphysiol.2014.284919] [Citation(s) in RCA: 50] [Impact Index Per Article: 5.6] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/24/2014] [Accepted: 01/19/2015] [Indexed: 11/08/2022] Open
Abstract
Rod single-photon responses are critical for vision in dim light. Electrical coupling via gap junction channels shapes the light response properties of vertebrate photoreceptors, but the regulation of rod coupling and its impact on the single-photon response have remained unclear. To directly address these questions, we developed a perforated patch-clamp recording technique and recorded from single rod inner segments in isolated intact neural mouse retinae, maintained by superfusion. Experiments were conducted at different times of the day or under constant environmental conditions, at different times across the circadian cycle. We show that rod electrical coupling is regulated by a circadian clock and dopamine, so that coupling is weak during the day and strong at night. Altogether, patch-clamp recordings of single-photon responses in mouse rods, tracer coupling, receptive field measurements and pharmacological manipulations of gap junction and dopamine receptor activity provide compelling evidence that rod coupling is modulated in a circadian manner. These data are consistent with computer modelling. At night, single-photon responses are smaller due to coupling, but the signal-to-noise ratio for a dim (multiphoton) light response is increased at night because of signal averaging between coupled rods.
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Affiliation(s)
- Nan Ge Jin
- Ruiz Department of Ophthalmology and Visual Science, Medical School, The University of Texas Health Science Centre at Houston6431 Fannin Street, Suite MSB 7.024, Houston, TX, 77030, USA
| | - Alice Z Chuang
- Ruiz Department of Ophthalmology and Visual Science, Medical School, The University of Texas Health Science Centre at Houston6431 Fannin Street, Suite MSB 7.024, Houston, TX, 77030, USA
| | - Philippe J Masson
- Department of Mechanical Engineering, Cullen College of Engineering, University of HoustonN207 Engineering Building 1, Suite W204, Houston, TX, 77204, USA
| | - Christophe P Ribelayga
- Ruiz Department of Ophthalmology and Visual Science, Medical School, The University of Texas Health Science Centre at Houston6431 Fannin Street, Suite MSB 7.024, Houston, TX, 77030, USA
- Graduate School of Biomedical Sciences, The University of Texas Health Science Centre at Houston, 6767 Bertner Avenue, Mitchell BuildingBSRB Suite 3.8344, Houston, TX, 77030, USA
- Neuroscience Graduate Program, The University of Texas Health Science Centre at Houston, Medical School6431 Fannin Street, Suite MSB 7.262, Houston, TX, 77030, USA
- Neuroscience Research Centre, The University of Texas Health Science Centre at HoustonHouston, 6431 Fannin Street, Suite MSB 7.046, TX, 77030, USA
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65
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Zhang P, Zam A, Jian Y, Wang X, Li Y, Lam KS, Burns ME, Sarunic MV, Pugh EN, Zawadzki RJ. In vivo wide-field multispectral scanning laser ophthalmoscopy-optical coherence tomography mouse retinal imager: longitudinal imaging of ganglion cells, microglia, and Müller glia, and mapping of the mouse retinal and choroidal vasculature. JOURNAL OF BIOMEDICAL OPTICS 2015; 20:126005. [PMID: 26677070 PMCID: PMC4681314 DOI: 10.1117/1.jbo.20.12.126005] [Citation(s) in RCA: 55] [Impact Index Per Article: 6.1] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 07/15/2015] [Accepted: 10/21/2015] [Indexed: 05/18/2023]
Abstract
Scanning laser ophthalmoscopy (SLO) and optical coherence tomography (OCT) provide complementary views of the retina, with the former collecting fluorescence data with good lateral but relatively low-axial resolution, and the latter collecting label-free backscattering data with comparable lateral but much higher axial resolution. To take maximal advantage of the information of both modalities in mouse retinal imaging, we have constructed a compact, four-channel, wide-field (∼50 deg) system that simultaneously acquires and automatically coregisters three channels of confocal SLO and Fourier domain OCT data. The scanner control system allows “zoomed” imaging of a region of interest identified in a wide-field image, providing efficient digital sampling and localization of cellular resolution features in longitudinal imaging of individual mice. The SLO is equipped with a “flip-in” spectrometer that enables spectral “fingerprinting” of fluorochromes. Segmentation of retina layers and en face display facilitate spatial comparison of OCT data with SLO fluorescence patterns. We demonstrate that the system can be used to image an individual retinal ganglion cell over many months, to simultaneously image microglia and Müller glia expressing different fluorochromes, to characterize the distinctive spatial distributions and clearance times of circulating fluorochromes with different molecular sizes, and to produce unequivocal images of the heretofore uncharacterized mouse choroidal vasculature.
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Affiliation(s)
- Pengfei Zhang
- University of California Davis, Department of Cell Biology and Human Anatomy, UC Davis RISE Eye-Pod Laboratory, 4320 Tupper Hall, Davis, California 95616, Unites States
| | - Azhar Zam
- University of California Davis, Department of Cell Biology and Human Anatomy, UC Davis RISE Eye-Pod Laboratory, 4320 Tupper Hall, Davis, California 95616, Unites States
| | - Yifan Jian
- Simon Fraser University, School of Engineering Science, 8888 University Drive, Burnaby, British Columbia V5A 1S6, Canada
| | - Xinlei Wang
- University of California Davis, Department of Cell Biology and Human Anatomy, UC Davis RISE Eye-Pod Laboratory, 4320 Tupper Hall, Davis, California 95616, Unites States
| | - Yuanpei Li
- UC Davis Comprehensive Cancer Center, Department of Biochemistry and Molecular Medicine, 4501 X Street, Sacramento, California 95817, Unites States
| | - Kit S. Lam
- UC Davis Comprehensive Cancer Center, Department of Biochemistry and Molecular Medicine, 4501 X Street, Sacramento, California 95817, Unites States
| | - Marie E. Burns
- University of California Davis, Department of Cell Biology and Human Anatomy, UC Davis RISE Eye-Pod Laboratory, 4320 Tupper Hall, Davis, California 95616, Unites States
- University of California Davis, UC Davis Eye Center, Department of Ophthalmology and Vision Science, 4860 Y Street, Suite 2400, Sacramento, California 95817, Unites States
| | - Marinko V. Sarunic
- Simon Fraser University, School of Engineering Science, 8888 University Drive, Burnaby, British Columbia V5A 1S6, Canada
| | - Edward N. Pugh
- University of California Davis, Department of Cell Biology and Human Anatomy, UC Davis RISE Eye-Pod Laboratory, 4320 Tupper Hall, Davis, California 95616, Unites States
| | - Robert J. Zawadzki
- University of California Davis, Department of Cell Biology and Human Anatomy, UC Davis RISE Eye-Pod Laboratory, 4320 Tupper Hall, Davis, California 95616, Unites States
- University of California Davis, UC Davis Eye Center, Department of Ophthalmology and Vision Science, 4860 Y Street, Suite 2400, Sacramento, California 95817, Unites States
- Address all correspondence to: Robert J. Zawadzki, E-mail:
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66
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Alt C, Runnels JM, Teo GS, Lin CP. In vivo tracking of hematopoietic cells in the retina of chimeric mice with a scanning laser ophthalmoscope. INTRAVITAL 2014. [DOI: 10.4161/intv.23561] [Citation(s) in RCA: 9] [Impact Index Per Article: 0.9] [Reference Citation Analysis] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 01/12/2023]
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67
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Zhou X, Bedggood P, Metha A. Improving high resolution retinal image quality using speckle illumination HiLo imaging. BIOMEDICAL OPTICS EXPRESS 2014; 5:2563-79. [PMID: 25136486 PMCID: PMC4132989 DOI: 10.1364/boe.5.002563] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Subscribe] [Scholar Register] [Received: 05/05/2014] [Revised: 06/30/2014] [Accepted: 06/30/2014] [Indexed: 05/15/2023]
Abstract
Retinal image quality from flood illumination adaptive optics (AO) ophthalmoscopes is adversely affected by out-of-focus light scatter due to the lack of confocality. This effect is more pronounced in small eyes, such as that of rodents, because the requisite high optical power confers a large dioptric thickness to the retina. A recently-developed structured illumination microscopy (SIM) technique called HiLo imaging has been shown to reduce the effect of out-of-focus light scatter in flood illumination microscopes and produce pseudo-confocal images with significantly improved image quality. In this work, we adopted the HiLo technique to a flood AO ophthalmoscope and performed AO imaging in both (physical) model and live rat eyes. The improvement in image quality from HiLo imaging is shown both qualitatively and quantitatively by using spatial spectral analysis.
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68
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Błaszczak Z, Kreysing M, Guck J. Direct observation of light focusing by single photoreceptor cell nuclei. OPTICS EXPRESS 2014; 22:11043-11060. [PMID: 24921803 DOI: 10.1364/oe.22.011043] [Citation(s) in RCA: 11] [Impact Index Per Article: 1.1] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 06/03/2023]
Abstract
The vertebrate retina is inverted with respect to its optical function, which requires light to pass through the entire tissue prior to detection. The last significant barrier for photons to overcome is the outer nuclear layer formed by photoreceptor cell (PRC) nuclei. Here we experimentally characterise the optical properties of PRC nuclei using bright-field defocusing microscopy to capture near-field intensity distributions behind individual nuclei. We find that some nuclei efficiently focus incident light confirming earlier predictions based on comparative studies of chromatin organisation in nocturnal and diurnal mammals. The emergence of light focusing during the development of mouse nuclei highlights the acquired nature of the observed lens-like behaviour. Optical characterisation of these nuclei is an important first step towards an improved understanding of how light transmission through the retina is influenced by its constituents.
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69
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Jian Y, Xu J, Gradowski MA, Bonora S, Zawadzki RJ, Sarunic MV. Wavefront sensorless adaptive optics optical coherence tomography for in vivo retinal imaging in mice. BIOMEDICAL OPTICS EXPRESS 2014; 5:547-59. [PMID: 24575347 PMCID: PMC3920883 DOI: 10.1364/boe.5.000547] [Citation(s) in RCA: 28] [Impact Index Per Article: 2.8] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 11/04/2013] [Revised: 01/12/2014] [Accepted: 01/12/2014] [Indexed: 05/05/2023]
Abstract
We present wavefront sensorless adaptive optics (WSAO) Fourier domain optical coherence tomography (FD-OCT) for in vivo small animal retinal imaging. WSAO is attractive especially for mouse retinal imaging because it simplifies optical design and eliminates the need for wavefront sensing, which is difficult in the small animal eye. GPU accelerated processing of the OCT data permitted real-time extraction of image quality metrics (intensity) for arbitrarily selected retinal layers to be optimized. Modal control of a commercially available segmented deformable mirror (IrisAO Inc.) provided rapid convergence using a sequential search algorithm. Image quality improvements with WSAO OCT are presented for both pigmented and albino mouse retinal data, acquired in vivo.
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Affiliation(s)
- Yifan Jian
- Engineering Science, Simon Fraser University, Burnaby, BC, V5A 1S6, Canada
| | - Jing Xu
- Engineering Science, Simon Fraser University, Burnaby, BC, V5A 1S6, Canada
| | | | - Stefano Bonora
- CNR-Institute of Photonics and Nanotechnology, via Trasea 7, 35131, Padova, Italy
| | - Robert J. Zawadzki
- Vision Science and Advanced Retinal Imaging Laboratory (VSRI),Department of Ophthalmology & Vision Science, University of California Davis, 4860 Y Street, Ste. 2400, Sacramento, CA 95817, USA
- UC Davis Eye-Pod, Dept. of Cell Biology and Human Anatomy, University of California Davis,4320 Tupper Hall, Davis, CA, 95616, USA
| | - Marinko V. Sarunic
- Engineering Science, Simon Fraser University, Burnaby, BC, V5A 1S6, Canada
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70
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Schallek J, Geng Y, Nguyen H, Williams DR. Morphology and topography of retinal pericytes in the living mouse retina using in vivo adaptive optics imaging and ex vivo characterization. Invest Ophthalmol Vis Sci 2013; 54:8237-50. [PMID: 24150762 DOI: 10.1167/iovs.13-12581] [Citation(s) in RCA: 69] [Impact Index Per Article: 6.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/21/2022] Open
Abstract
PURPOSE To noninvasively image retinal pericytes in the living eye and characterize NG2-positive cell topography and morphology in the adult mouse retina. METHODS Transgenic mice expressing fluorescent pericytes (NG2, DsRed) were imaged using a two-channel, adaptive optics scanning laser ophthalmoscope (AOSLO). One channel imaged vascular perfusion with near infrared light. A second channel simultaneously imaged fluorescent retinal pericytes. Mice were also imaged using wide-field ophthalmoscopy. To confirm in vivo imaging, five eyes were enucleated and imaged in flat mount with conventional fluorescent microscopy. Cell topography was quantified relative to the optic disc. RESULTS We observed strong DsRed fluorescence from NG2-positive cells. AOSLO revealed fluorescent vascular mural cells enveloping all vessels in the living retina. Cells were stellate on larger venules, and showed banded morphology on arterioles. NG2-positive cells indicative of pericytes were found on the smallest capillaries of the retinal circulation. Wide-field SLO enabled quick assessment of NG2-positive distribution, but provided insufficient resolution for cell counts. Ex vivo microscopy showed relatively even topography of NG2-positive capillary pericytes at eccentricities more than 0.3 mm from the optic disc (515 ± 94 cells/mm(2) of retinal area). CONCLUSIONS We provide the first high-resolution images of retinal pericytes in the living animal. Subcellular resolution enabled morphological identification of NG2-positive cells on capillaries showing classic features and topography of retinal pericytes. This report provides foundational basis for future studies that will track and quantify pericyte topography, morphology, and function in the living retina over time, especially in the progression of microvascular disease.
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Affiliation(s)
- Jesse Schallek
- Center for Visual Science, University of Rochester, Rochester, New York
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71
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Liu T, Thibos L, Marin G, Hernandez M. Evaluation of a global algorithm for wavefront reconstruction for Shack-Hartmann wave-front sensors and thick fundus reflectors. Ophthalmic Physiol Opt 2013; 34:63-72. [PMID: 24325435 DOI: 10.1111/opo.12097] [Citation(s) in RCA: 6] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/05/2013] [Accepted: 10/04/2013] [Indexed: 11/30/2022]
Abstract
PURPOSE Conventional aberration analysis by a Shack-Hartmann aberrometer is based on the implicit assumption that an injected probe beam reflects from a single fundus layer. In fact, the biological fundus is a thick reflector and therefore conventional analysis may produce errors of unknown magnitude. We developed a novel computational method to investigate this potential failure of conventional analysis. METHODS The Shack-Hartmann wavefront sensor was simulated by computer software and used to recover by two methods the known wavefront aberrations expected from a population of normally-aberrated human eyes and bi-layer fundus reflection. The conventional method determines the centroid of each spot in the SH data image, from which wavefront slopes are computed for least-squares fitting with derivatives of Zernike polynomials. The novel 'global' method iteratively adjusted the aberration coefficients derived from conventional centroid analysis until the SH image, when treated as a unitary picture, optimally matched the original data image. RESULTS Both methods recovered higher order aberrations accurately and precisely, but only the global algorithm correctly recovered the defocus coefficients associated with each layer of fundus reflection. The global algorithm accurately recovered Zernike coefficients for mean defocus and bi-layer separation with maximum error <0.1%. The global algorithm was robust for bi-layer separation up to 2 dioptres for a typical SH wavefront sensor design. For 100 randomly generated test wavefronts with 0.7 D axial separation, the retrieved mean axial separation was 0.70 D with standard deviations (S.D.) of 0.002 D. CONCLUSIONS Sufficient information is contained in SH data images to measure the dioptric thickness of dual-layer fundus reflection. The global algorithm is superior since it successfully recovered the focus value associated with both fundus layers even when their separation was too small to produce clearly separated spots, while the conventional analysis misrepresents the defocus component of the wavefront aberration as the mean defocus for the two reflectors. Our novel global algorithm is a promising method for SH data image analysis in clinical and visual optics research for human and animal eyes.
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Affiliation(s)
- Tao Liu
- School of Optometry, Indiana University, Bloomington, USA
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72
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Song W, Wei Q, Feng L, Sarthy V, Jiao S, Liu X, Zhang HF. Multimodal photoacoustic ophthalmoscopy in mouse. JOURNAL OF BIOPHOTONICS 2013; 6:505-512. [PMID: 22649053 PMCID: PMC3986594 DOI: 10.1002/jbio.201200061] [Citation(s) in RCA: 11] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 03/31/2012] [Revised: 04/29/2012] [Accepted: 05/01/2012] [Indexed: 05/04/2023]
Abstract
Photoacoustic ophthalmoscopy (PAOM) is a novel imaging technology that measures optical absorption in the retina. The capability of PAOM can be further enhanced if it could image mouse eyes, because mouse models are widely used for various retinal diseases. The challenges in achieving high-quality imaging of mouse retina, however, come from the much smaller eyeball size. Here, we report an optimized imaging system, which integrates PAOM, spectral-domain optical coherence tomography (SD-OCT), and autofluorescence-scanning laser ophthalmoscopy (AF-SLO), for mouse eyes. Its multimodal capability was demonstrated by imaging transgenic Nrl-GFP mice that express green fluorescent protein (GFP) in photoreceptors. SD-OCT provided guidance of optical alignment for PAOM and AF-SLO, and complementary contrast with high depth-resolution retinal cross sections. PAOM visualized the retinal vasculature and retinal pigment epithelium melanin, and AF-SLO measured GFP-expressing in retinal photoreceptors. The in vivo imaging results were verified by histology and confocal microscopy.
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Affiliation(s)
- Wei Song
- Department of Biomedical Engineering, Northwestern University, 2145 Sheridan Rd., Evanston IL 60208, USA
- Department of Physics, Harbin Institute of Technology, 92 West Da-Zhi Street Nangang District, Harbin, Heilongjiang, P.R. China 150080
| | - Qing Wei
- Department of Biomedical Engineering, Northwestern University, 2145 Sheridan Rd., Evanston IL 60208, USA
| | - Liang Feng
- Department of Ophthalmology, Northwestern University, 645 North Michigan Ave., Chicago IL 60611, USA
| | - Vijay Sarthy
- Department of Ophthalmology, Northwestern University, 645 North Michigan Ave., Chicago IL 60611, USA
| | - Shuliang Jiao
- Department of Ophthalmology, University of Southern California, 1450 San Pablo Street, Los Angeles CA 90033, USA
| | - Xiaorong Liu
- Department of Ophthalmology, Northwestern University, 645 North Michigan Ave., Chicago IL 60611, USA
| | - Hao F. Zhang
- Department of Biomedical Engineering, Northwestern University, 2145 Sheridan Rd., Evanston IL 60208, USA
- Department of Ophthalmology, Northwestern University, 645 North Michigan Ave., Chicago IL 60611, USA
- Corresponding author: H.F. Zhang:
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73
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Jian Y, Zawadzki RJ, Sarunic MV. Adaptive optics optical coherence tomography for in vivo mouse retinal imaging. JOURNAL OF BIOMEDICAL OPTICS 2013; 18:56007. [PMID: 23644903 PMCID: PMC4023643 DOI: 10.1117/1.jbo.18.5.056007] [Citation(s) in RCA: 28] [Impact Index Per Article: 2.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 09/16/2012] [Revised: 03/07/2013] [Accepted: 04/04/2013] [Indexed: 05/18/2023]
Abstract
Small animal models of retinal diseases are important to vision research, and noninvasive high resolution in vivo rodent retinal imaging is becoming an increasingly important tool used in this field. We present a custom Fourier domain optical coherence tomography (FD-OCT) instrument for high resolution imaging of mouse retina. In order to overcome aberrations in the mouse eye, we incorporated a commercial adaptive optics system into the sample arm of the refractive FD-OCT system. Additionally, a commercially available refraction canceling lens was used to reduce lower order aberrations and specular back-reflection from the cornea. Performance of the adaptive optics (AO) system for correcting residual wavefront aberration in the mice eyes is presented. Results of AO FD-OCT images of mouse retina acquired in vivo with and without AO correction are shown as well.
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Affiliation(s)
- Yifan Jian
- Simon Fraser University, Engineering Science, Burnaby, British Columbia V5A 1S6, Canada
- Address all correspondence to: Marinko V. Sarunic, Simon Fraser University, Engineering Science, 8888 University Drive, Burnaby, British Columbia V5A 1S6, Canada. Tel: (778) 782 7654; Fax: (778) 782 4951; E-mail:
| | - Robert J. Zawadzki
- University of California Davis, UC Davis Eye-Pod, Department of Cell Biology and Human Anatomy, Davis, California 95616
- Vision Science and Advanced Retinal Imaging Laboratory (VSRI) UC Davis Eye Center, University of California Davis, Sacramento, California 95817
| | - Marinko V. Sarunic
- Simon Fraser University, Engineering Science, Burnaby, British Columbia V5A 1S6, Canada
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74
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Pardue MT, Stone RA, Iuvone PM. Investigating mechanisms of myopia in mice. Exp Eye Res 2013; 114:96-105. [PMID: 23305908 DOI: 10.1016/j.exer.2012.12.014] [Citation(s) in RCA: 69] [Impact Index Per Article: 6.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/12/2012] [Revised: 12/19/2012] [Accepted: 12/25/2012] [Indexed: 11/25/2022]
Abstract
Genetic and environmental factors have been shown to control visually-guided eye growth and influence myopia development. However, investigations into the intersection of these two factors in controlling refractive development have been limited by the lack of a genetically modifiable animal model. Technological advances have now made it possible to assess refractive state and ocular biometry in the small mouse eye and therefore to exploit the many genetic mouse mutants to investigate mechanisms of visually-guided eye growth. This review considers the benefits and challenges of studying refractive development in mice, compares the results of refractive error and ocular biometry from wild-type strains and genetic models in normal laboratory visual environments or with disrupted visual input, and discusses some of the remaining challenges in interpreting data from the mouse to validate and standardize methods between labs.
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Affiliation(s)
- Machelle T Pardue
- Department of Ophthalmology, Emory University School of Medicine, Atlanta, GA, USA.
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75
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Bawa G, Tkatchenko TV, Avrutsky I, Tkatchenko AV. Variational analysis of the mouse and rat eye optical parameters. BIOMEDICAL OPTICS EXPRESS 2013; 4:2585-95. [PMID: 24312744 PMCID: PMC3829552 DOI: 10.1364/boe.4.002585] [Citation(s) in RCA: 12] [Impact Index Per Article: 1.1] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 07/08/2013] [Revised: 10/14/2013] [Accepted: 10/15/2013] [Indexed: 05/20/2023]
Abstract
Rodent models are increasingly used to study refractive eye development and development of refractive errors; however, there is still some uncertainty regarding the accuracy of the optical models of the rat and mouse eye primarily due to high variability in reported ocular parameters. In this work, we have systematically evaluated the contribution of various ocular parameters, such as radii of curvature of ocular surfaces, thicknesses of ocular components, and refractive indices of ocular refractive media, using variational analysis and a computational model of the rodent eye. Variational analysis revealed that not all variation in ocular parameters has critical impact on the refractive status of the eye. Variation in the depth of the vitreous chamber, thickness of the lens, radius of the anterior surface of the cornea, radius of the anterior surface of the lens, as well as refractive indices for the lens and vitreous, appears to have the largest impact on the refractive error. The radii of the posterior surfaces of the cornea and lens have much smaller contributions to the refractive state. These data provide the framework for further refinement of the optical models of the rat and mouse eye and suggest that extra efforts should be directed towards increasing the linear resolution of the rodent eye biometry and obtaining more accurate data for the refractive indices of the lens and vitreous.
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Affiliation(s)
- Gurinder Bawa
- Department of Electrical and Computer Engineering, Wayne State University, Detroit, MI 48201 USA
| | | | - Ivan Avrutsky
- Department of Electrical and Computer Engineering, Wayne State University, Detroit, MI 48201 USA
- Department of Physics and Astronomy, Wayne State University, Detroit, MI 48201 USA
| | - Andrei V. Tkatchenko
- Department of Anatomy & Cell Biology, Wayne State University, Detroit, MI 48201 USA
- Department of Ophthalmology, Kresge Eye Institute, Wayne State University, Detroit, MI 48201 USA
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76
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Harmening WM, Tiruveedhula P, Roorda A, Sincich LC. Measurement and correction of transverse chromatic offsets for multi-wavelength retinal microscopy in the living eye. BIOMEDICAL OPTICS EXPRESS 2012; 3:2066-77. [PMID: 23024901 PMCID: PMC3447549 DOI: 10.1364/boe.3.002066] [Citation(s) in RCA: 39] [Impact Index Per Article: 3.3] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 06/12/2012] [Revised: 08/06/2012] [Accepted: 08/07/2012] [Indexed: 05/18/2023]
Abstract
A special challenge arises when pursuing multi-wavelength imaging of retinal tissue in vivo, because the eye's optics must be used as the main focusing elements, and they introduce significant chromatic dispersion. Here we present an image-based method to measure and correct for the eye's transverse chromatic aberrations rapidly, non-invasively, and with high precision. We validate the technique against hyperacute psychophysical performance and the standard chromatic human eye model. In vivo correction of chromatic dispersion will enable confocal multi-wavelength images of the living retina to be aligned, and allow targeted chromatic stimulation of the photoreceptor mosaic to be performed accurately with sub-cellular resolution.
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Affiliation(s)
- Wolf M. Harmening
- University of California, Berkeley, School of Optometry, Berkeley, CA 94720, USA
| | - Pavan Tiruveedhula
- University of California, Berkeley, School of Optometry, Berkeley, CA 94720, USA
| | - Austin Roorda
- University of California, Berkeley, School of Optometry, Berkeley, CA 94720, USA
| | - Lawrence C. Sincich
- University of Alabama at Birmingham, Department of Vision Sciences, Birmingham, AL 35294, USA
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77
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Zhou X, Bedggood P, Metha A. Limitations to adaptive optics image quality in rodent eyes. BIOMEDICAL OPTICS EXPRESS 2012; 3:1811-24. [PMID: 22876346 PMCID: PMC3409701 DOI: 10.1364/boe.3.001811] [Citation(s) in RCA: 15] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Subscribe] [Scholar Register] [Received: 04/03/2012] [Revised: 06/08/2012] [Accepted: 06/14/2012] [Indexed: 05/18/2023]
Abstract
Adaptive optics (AO) retinal image quality of rodent eyes is inferior to that of human eyes, despite the promise of greater numerical aperture. This paradox challenges several assumptions commonly made in AO imaging, assumptions which may be invalidated by the very high power and dioptric thickness of the rodent retina. We used optical modeling to compare the performance of rat and human eyes under conditions that tested the validity of these assumptions. Results showed that AO image quality in the human eye is robust to positioning errors of the AO corrector and to differences in imaging depth and wavelength compared to the wavefront beacon. In contrast, image quality in the rat eye declines sharply with each of these manipulations, especially when imaging off-axis. However, some latitude does exist to offset these manipulations against each other to produce good image quality.
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78
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Geng Y, Dubra A, Yin L, Merigan WH, Sharma R, Libby RT, Williams DR. Adaptive optics retinal imaging in the living mouse eye. BIOMEDICAL OPTICS EXPRESS 2012; 3:715-34. [PMID: 22574260 PMCID: PMC3345801 DOI: 10.1364/boe.3.000715] [Citation(s) in RCA: 96] [Impact Index Per Article: 8.0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 01/03/2012] [Revised: 02/13/2012] [Accepted: 02/14/2012] [Indexed: 05/18/2023]
Abstract
Correction of the eye's monochromatic aberrations using adaptive optics (AO) can improve the resolution of in vivo mouse retinal images [Biss et al., Opt. Lett. 32(6), 659 (2007) and Alt et al., Proc. SPIE 7550, 755019 (2010)], but previous attempts have been limited by poor spot quality in the Shack-Hartmann wavefront sensor (SHWS). Recent advances in mouse eye wavefront sensing using an adjustable focus beacon with an annular beam profile have improved the wavefront sensor spot quality [Geng et al., Biomed. Opt. Express 2(4), 717 (2011)], and we have incorporated them into a fluorescence adaptive optics scanning laser ophthalmoscope (AOSLO). The performance of the instrument was tested on the living mouse eye, and images of multiple retinal structures, including the photoreceptor mosaic, nerve fiber bundles, fine capillaries and fluorescently labeled ganglion cells were obtained. The in vivo transverse and axial resolutions of the fluorescence channel of the AOSLO were estimated from the full width half maximum (FWHM) of the line and point spread functions (LSF and PSF), and were found to be better than 0.79 μm ± 0.03 μm (STD)(45% wider than the diffraction limit) and 10.8 μm ± 0.7 μm (STD)(two times the diffraction limit), respectively. The axial positional accuracy was estimated to be 0.36 μm. This resolution and positional accuracy has allowed us to classify many ganglion cell types, such as bistratified ganglion cells, in vivo.
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Affiliation(s)
- Ying Geng
- Center for Visual Science, University of Rochester, Rochester, NY 14627, USA
- The Institute of Optics, University of Rochester, Rochester, NY 14620, USA
| | - Alfredo Dubra
- Center for Visual Science, University of Rochester, Rochester, NY 14627, USA
- Flaum Eye Institute, University of Rochester, Rochester, NY 14642, USA
- Current address: Eye Institute, Medical College of Wisconsin, WI 53226, USA
| | - Lu Yin
- Center for Visual Science, University of Rochester, Rochester, NY 14627, USA
| | - William H. Merigan
- Center for Visual Science, University of Rochester, Rochester, NY 14627, USA
- Flaum Eye Institute, University of Rochester, Rochester, NY 14642, USA
| | - Robin Sharma
- Center for Visual Science, University of Rochester, Rochester, NY 14627, USA
- The Institute of Optics, University of Rochester, Rochester, NY 14620, USA
| | - Richard T. Libby
- Center for Visual Science, University of Rochester, Rochester, NY 14627, USA
- Flaum Eye Institute, University of Rochester, Rochester, NY 14642, USA
| | - David R. Williams
- Center for Visual Science, University of Rochester, Rochester, NY 14627, USA
- The Institute of Optics, University of Rochester, Rochester, NY 14620, USA
- Flaum Eye Institute, University of Rochester, Rochester, NY 14642, USA
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Charbel Issa P, Singh MS, Lipinski DM, Chong NV, Delori FC, Barnard AR, MacLaren RE. Optimization of in vivo confocal autofluorescence imaging of the ocular fundus in mice and its application to models of human retinal degeneration. Invest Ophthalmol Vis Sci 2012; 53:1066-75. [PMID: 22169101 DOI: 10.1167/iovs.11-8767] [Citation(s) in RCA: 49] [Impact Index Per Article: 4.1] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/20/2023] Open
Abstract
PURPOSE To investigate the feasibility and to identify sources of experimental variability of quantitative and qualitative fundus autofluorescence (AF) assessment in mice. METHODS Blue (488 nm) and near-infrared (790 nm) fundus AF imaging was performed in various mouse strains and disease models (129S2, C57Bl/6, Abca4(-/-), C3H-Pde6b(rd1/rd1), Rho(-/-), and BALB/c mice) using a commercially available scanning laser ophthalmoscope. Gray-level analysis was used to explore factors influencing fundus AF measurements. RESULTS A contact lens avoided cataract development and resulted in consistent fundus AF recordings. Fundus illumination and magnification were sensitive to changes of the camera position. Standardized adjustment of the recorded confocal plane and consideration of the pupil area allowed reproducible recording of fundus AF from the retinal pigment epithelium with an intersession coefficient of repeatability of ±22%. Photopigment bleaching occurred during the first 1.5 seconds of exposure to 488 nm blue light (∼10 mW/cm(2)), resulting in an increase of fundus AF. In addition, there was a slight decrease in fundus AF during prolonged blue light exposure. Fundus AF at 488 nm was low in animals with an absence of a normal visual cycle, and high in BALB/c and Abca4(-/-) mice. Degenerative alterations in Pde6b(rd1/rd1) and Rho(-/-) were reminiscent of findings in human retinal disease. CONCLUSIONS Investigation of retinal phenotypes in mice is possible in vivo using standardized fundus AF imaging. Correlation with postmortem analysis is likely to lead to further understanding of human disease phenotypes and of retinal degenerations in general. Fundus AF imaging may be useful as an outcome measure in preclinical trials, such as for monitoring effects aimed at lowering lipofuscin accumulation in the retinal pigment epithelium.
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Affiliation(s)
- Peter Charbel Issa
- Nuffield Laboratory of Ophthalmology and Oxford Eye Hospital Biomedical Research Centre, University of Oxford, John Radcliffe Hospital, Oxford, United Kingdom.
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Abstract
Although retinopathy of prematurity (ROP) is clinically characterized by abnormal retinal vessels at the posterior pole of the eye, it is also commonly characterized by vascular abnormalities in the anterior segment, visual dysfunction which is based in retinal dysfunction, and, most commonly of all, arrested eye growth and high refractive error, particularly (and paradoxically) myopia. The oxygen-induced retinopathy rat model of ROP presents neurovascular outcomes similar to the human disease, although it is not yet known if the "ROP rat" also models the small-eyed myopia characteristic of ROP. In this study, magnetic resonance images (MRIs) of albino (Sprague-Dawley) and pigmented (Long-Evans) ROP rat eyes, and age- and strain-matched room-air-reared (RAR) controls, were examined. The positions and curvatures of the various optical media were measured and the refractive state (℞) of each eye estimated based on a previously published model. Even in adulthood (postnatal day 50), Sprague-Dawley and Long-Evans ROP rats were significantly myopic compared to strain-matched controls. The myopia in the Long-Evans ROP rats was more severe than in the Sprague-Dawley ROP rats, which also had significantly shorter axial lengths. These data reveal the ROP rat to be a novel and potentially informative approach to investigating physiological mechanisms in myopia in general and the myopia peculiar to ROP in particular.
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81
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Histed MH, Carvalho LA, Maunsell JHR. Psychophysical measurement of contrast sensitivity in the behaving mouse. J Neurophysiol 2011; 107:758-65. [PMID: 22049334 DOI: 10.1152/jn.00609.2011] [Citation(s) in RCA: 89] [Impact Index Per Article: 6.8] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/22/2022] Open
Abstract
To understand how activity in mammalian neural circuits controls behavior, the mouse is a promising model system due to the convergence of genetic, optical, and physiological methods. The ability to control and quantify behavior precisely is also essential for these studies. We developed an operant visual detection paradigm to make visual psychophysical measurements: head-fixed mice make responses by pressing a lever. We designed this task to permit neurophysiological studies of behavior in cerebral cortex, where activity is variable from trial to trial and neurons encode many types of information simultaneously. To study neural responses in the face of this complexity, we trained mice to do a task where they perform hundreds of trials daily and perceptual thresholds can be measured. We used this task to measure both visual acuity and the minimum detectable contrast in behaving mice. We found that the mouse contrast response function is similar in shape to other species. They can detect low-contrast stimuli, with a peak contrast threshold of 2%, equivalent to ∼15° eccentric in human vision. Mouse acuity is modest, with an upper limit near 0.5 cycles/°, consistent with prior data.
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Affiliation(s)
- Mark H Histed
- Dept. of Neurobiology, Harvard Medical School, Boston, MA 02115, USA.
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82
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Link D, Strohmaier C, Seifert BU, Riemer T, Reitsamer HA, Haueisen J, Vilser W. Novel non-contact retina camera for the rat and its application to dynamic retinal vessel analysis. BIOMEDICAL OPTICS EXPRESS 2011; 2:3094-108. [PMID: 22076270 PMCID: PMC3207378 DOI: 10.1364/boe.2.003094] [Citation(s) in RCA: 12] [Impact Index Per Article: 0.9] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Subscribe] [Scholar Register] [Received: 07/18/2011] [Revised: 10/01/2011] [Accepted: 10/06/2011] [Indexed: 05/04/2023]
Abstract
We present a novel non-invasive and non-contact system for reflex-free retinal imaging and dynamic retinal vessel analysis in the rat. Theoretical analysis was performed prior to development of the new optical design, taking into account the optical properties of the rat eye and its specific illumination and imaging requirements. A novel optical model of the rat eye was developed for use with standard optical design software, facilitating both sequential and non-sequential modes. A retinal camera for the rat was constructed using standard optical and mechanical components. The addition of a customized illumination unit and existing standard software enabled dynamic vessel analysis. Seven-minute in-vivo vessel diameter recordings performed on 9 Brown-Norway rats showed stable readings. On average, the coefficient of variation was (1.1 ± 0.19) % for the arteries and (0.6 ± 0.08) % for the veins. The slope of the linear regression analysis was (0.56 ± 0.26) % for the arteries and (0.15 ± 0.27) % for the veins. In conclusion, the device can be used in basic studies of retinal vessel behavior.
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Affiliation(s)
- Dietmar Link
- Institute of Biomedical Engineering and Informatics, Ilmenau University of Technology, Ilmenau, Gustav-Kirchhoff-Str. 2, Germany
| | - Clemens Strohmaier
- Department of Ophthalmology and Optometry, Paracelsus Medical University, Salzburg, Müllner Hauptstr. 48, Austria
| | - Bernd U. Seifert
- Institute of Biomedical Engineering and Informatics, Ilmenau University of Technology, Ilmenau, Gustav-Kirchhoff-Str. 2, Germany
| | | | - Herbert A. Reitsamer
- Department of Ophthalmology and Optometry, Paracelsus Medical University, Salzburg, Müllner Hauptstr. 48, Austria
| | - Jens Haueisen
- Institute of Biomedical Engineering and Informatics, Ilmenau University of Technology, Ilmenau, Gustav-Kirchhoff-Str. 2, Germany
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83
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Huang G, Zhong Z, Zou W, Burns SA. Lucky averaging: quality improvement of adaptive optics scanning laser ophthalmoscope images. OPTICS LETTERS 2011; 36:3786-8. [PMID: 21964097 PMCID: PMC3407537 DOI: 10.1364/ol.36.003786] [Citation(s) in RCA: 23] [Impact Index Per Article: 1.8] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 05/06/2023]
Abstract
Adaptive optics (AO) has greatly improved retinal image resolution. However, even with AO, temporal and spatial variations in image quality still occur due to wavefront fluctuations, intraframe focus shifts, and other factors. As a result, aligning and averaging images can produce a mean image that has lower resolution or contrast than the best images within a sequence. To address this, we propose an image postprocessing scheme called "lucky averaging," analogous to lucky imaging [J. Opt. Soc. Am. 68, 1651 (1978)] based on computing the best local contrast over time. Results from eye data demonstrate improvements in image quality.
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Affiliation(s)
- Gang Huang
- Optometry School, Indiana University Bloomington, Bloomington, Indiana 47405, USA.
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84
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Williams DR. Imaging single cells in the living retina. Vision Res 2011; 51:1379-96. [PMID: 21596053 DOI: 10.1016/j.visres.2011.05.002] [Citation(s) in RCA: 110] [Impact Index Per Article: 8.5] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/08/2011] [Revised: 04/29/2011] [Accepted: 05/01/2011] [Indexed: 12/31/2022]
Abstract
A quarter century ago, we were limited to a macroscopic view of the retina inside the living eye. Since then, new imaging technologies, including confocal scanning laser ophthalmoscopy, optical coherence tomography, and adaptive optics fundus imaging, transformed the eye into a microscope in which individual cells can now be resolved noninvasively. These technologies have enabled a wide range of studies of the retina that were previously impossible.
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Affiliation(s)
- David R Williams
- Center for Visual Science, William G. Allyn Professor of Medical Optics, University of Rochester, Rochester, NY 14627-0270, United States.
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