- •Contents
- •Foreword
- •Dedication
- •Message
- •About the Editors
- •List of Contributors
- •Acknowledgments
- •Introduction
- •Methodologic Issues
- •Review of Studies (Table 1)
- •Cohort Effects on Myopia
- •Risk Factors for Myopia
- •Near work
- •Education/Income
- •Outdoor activity
- •Race/Ethnicity
- •Nuclear cataract
- •Family aggregation/Genetics
- •Siblings
- •Parent-child
- •Other family members
- •Genetics
- •Comments
- •Acknowledgments
- •References
- •Introduction
- •Definition of Myopia in Epidemiologic Studies
- •Risk Factors for Myopia and Ocular Biometry
- •Family history of myopia
- •Near work
- •Outdoor activity
- •Stature
- •Birth parameters
- •Smoking history
- •Breastfeeding
- •Conclusion
- •References
- •Introduction
- •Aetiological Heterogeneity of Myopia
- •Clearly genetic forms of myopia
- •School or acquired myopia
- •Misunderstandings of Heritability and Twin Studies
- •But Heritability has Its Uses
- •Evidence for Genetic Associations of School Myopia
- •Evidence for the Impact of Environmental Factors on Myopia Phenotypes
- •Gene-Environment Interactions and Ethnicity
- •Gene-Environment Interactions and Parental Myopia
- •Conclusion
- •Acknowledgments
- •References
- •Introduction
- •Economic evaluations
- •Full vs partial evaluations
- •Economic evaluation of myopia
- •The Economic Cost of Myopia: A Burden-of-Disease Study
- •China
- •India
- •Europe
- •Singapore
- •Southeast Asia
- •Africa
- •South America
- •Bangladesh
- •ii. Proportion of myopes paying for correction
- •Uncorrected and undercorrected refractive error, spectacle coverage rate and reasons for spectacles nonwear
- •iii. Amount paid for myopic correction
- •Singapore
- •The burden of myopia
- •Further Directions for Economic Research
- •References
- •Introduction
- •Impact of Myopia in Adults
- •Overall Conclusion
- •Future Studies
- •References
- •Introduction
- •Definition of Pathological Myopia
- •Cataract
- •Glaucoma
- •Myopic Maculopathy
- •Myopic Retinopathy
- •Retinal Detachment
- •Optic Disc Abnormalities
- •References
- •Conclusion
- •Introduction
- •The Association Between Myopia and POAG
- •Information from epidemiological studies
- •Asian populations: Myopia and POAG
- •Myopia in other situations
- •Myopia and ocular hypertension
- •Myopia in angle closure
- •Myopia in Pigment Dispersion Syndrome (PDS)
- •Theories for a Link Between Myopia and POAG
- •Glaucoma Assessment in Myopic Eyes
- •Biometric differences
- •Axial length and CCT
- •Optic disc assessment in myopic eyes
- •Visual fields in myopic eyes
- •Imaging tests and variations with myopia
- •ONH susceptibility to damage
- •The Influence of Myopia on the Clinical Management of the Glaucoma Patient
- •Glaucoma progression and myopia
- •References
- •Posterior Staphyloma
- •Myopic Chorioretinal Atrophy
- •Lacquer Cracks
- •Myopic Choroidal Neovascularization
- •Myopic Foveoschisis
- •Myopic macular hole detachments
- •Lattice degeneration
- •Retinal tears and detachments
- •References
- •Introduction
- •Electroretinography
- •Ganzfeld electroretinography
- •Multifocal electroretinography
- •Assessment of Retinal Function
- •Outer retinal (photoreceptor) function
- •Post-receptoral (bipolar cell) and retinal transmission function
- •Inner retinal function
- •Macular function in myopic retina
- •Effect of Long-Term Atropine Usage on Retinal Function
- •Macular Function Associates with Myopia Progression
- •Factors Associated with ERG Changes in Myopia
- •Conclusion
- •References
- •Introduction
- •Genomic Convergence Using Genomic Content
- •Pathway Analysis
- •Pathway analysis in cancer genomics
- •Pathway analysis in GWAS
- •Non-parametric approaches
- •Parametric approaches
- •P-values combining approaches
- •Conclusion
- •References
- •Introduction
- •Definition of Myopia
- •The Classical Twin Model
- •What is the classical twin model?
- •Historical perspective
- •Statistical approaches
- •Twins, Myopia and Heritability Studies
- •Heritability studies for myopia using twins
- •Limitations of using twins in heritability studies
- •Twins and Myopia — Other Studies
- •The Importance of Twin Registries
- •Concluding Comments
- •Acknowledgments
- •References
- •Introduction
- •Candidate Gene Selection Strategies for Myopia
- •Genes Associated With Myopia-Related Phenotypes
- •The HGF/cMET ligand-receptor axis
- •The collagen family of genes
- •Concluding Remarks
- •Acknowledgments
- •References
- •Introduction
- •Phenotypes for Myopia Genetic Studies
- •Study Design
- •Genotyping and Quality Controls
- •Population Structure
- •Association Tests
- •Correlated Phenotypes
- •Imputation and Meta-Analysis
- •Visualization Tools
- •Drawing Conclusions
- •Acknowledgments
- •References
- •Introduction
- •The Search for Error Signals
- •The blur hypothesis
- •Bidirectional lens-compensation
- •Recovery from ametropia vs. compensation for lenses
- •The complication of the emmetropization end-point
- •Optical aberrations as error signals
- •Other possible visual error signals
- •How Important is Having a Fovea?
- •Mechanisms of Emmetropization
- •Scleral similarities and differences between humans and chickens
- •Retinal signals
- •Glucagon-insulin
- •Retinoic acid
- •Dopamine
- •Acetylcholine
- •Choroidal signals
- •The Role of the Choroid in the Control of Ocular Growth
- •Diurnal rhythms and control of ocular growth
- •Conclusions
- •References
- •Introduction
- •Gross Scleral Anatomy
- •Structural organization of the sclera
- •Cellular content of the sclera
- •Mechanical properties of the sclera
- •Structural Changes to the Sclera in Myopia
- •Development of structural and ultrastructural scleral changes in myopia
- •Scleral pathology and staphyloma
- •Biochemical Changes in the Sclera of Myopic Eyes
- •Structural biochemistry of the sclera in myopia
- •Degradative processes in the sclera of myopic eyes
- •Cellular changes in the sclera in myopia
- •Biomechanical Changes in the Sclera of Myopic Eyes
- •Regulators of scleral myofibroblast differentiation
- •Myofibroblast-extracellular matrix interactions
- •Cellular and matrix contributions to altered scleral biomechanics and myopia
- •Scleral Changes in Myopia are Reversible
- •Eye growth regulation during recovery from induced myopia
- •Summary and Conclusions
- •Acknowledgments
- •References
- •Introduction
- •Spatial Visual Performance and Optical Features of the Eye
- •Axial eye growth and development of refractive state
- •Lens thickness and vitreous chamber depth
- •Corneal radius of curvature
- •Schematic eye data
- •Techniques Currently Available for Myopia Studies in the Mouse, Both for Its Induction and Measurement
- •Devices to induce refractive errors
- •Techniques to measure the induced refractive errors and changes in eye growth
- •Refractive state
- •Corneal radius of curvature
- •Axial length measurements and ocular biometry
- •Measurements of the optical aberrations of the mouse eye
- •Behavioral measurement of grating acuity and contrast sensitivity in the mouse
- •Recent Studies on Myopia in the Mouse Model: Some Examples
- •Magnitudes of experimentally induced refractive errors in wild-type mice
- •Refractive development in mutant mice
- •Pharmacological studies to inhibit axial eye growth in mice
- •Image processing and regulation of retinal genes and proteins
- •Summary
- •Acknowledgments
- •References
- •Introduction
- •A Brief Introduction to Comparative Genomics
- •Comparative Expression
- •Genes in Retina and Sclera in Animal Models of Myopia
- •ZENK (EGR-1)
- •Scleral Gene Expression in a Mouse Model of Myopia
- •RNA, Target cDNA and Microarray Chip Preparation
- •Microarray Data Analysis
- •Scleral Gene Expression in the Myopic Mouse
- •Summary
- •References
- •Introduction
- •Possible Mechanisms of Pharmacological Treatment
- •Efficacy Studies
- •Other Issues Related to Drugs
- •Potential Side Effects
- •The Future of Drug Treatment in Myopia
- •Conclusions
- •References
- •Introduction
- •Accommodation
- •Close work
- •Physical characteristics of the retinal image
- •Visual deprivation
- •Compensatory changes in refraction
- •Intensity and periodicity of light exposure
- •Spatial frequency
- •Light periodicity
- •Image clarity
- •Outdoor activity and retinal image blur
- •Light vergence and photon catch
- •Chromaticity
- •Therapeutic implications
- •References
- •Index
310 F. Schaeffel
Figure 3. C57BL/6 mouse with a hemispherical plastic diffuser attached in front of the right eye. The plastic collar was attached to prevent the mouse from removing the diffuser (from Ref. 22).
no effect on corneal curvature in C57BL/6 mice was found. After 37 days in continuous white light with about 500 lux ambient illuminance, corneal radius was 1.42 ± 0.04 mm (n = 25 eyes), versus 1.40 ± 0.05 mm (n = 20 eyes) in animals kept under regular 12/12 h light/dark cycle. There were significant differences in refraction (+3.1 ± 3.6, n = 40, versus +6.4 ± 4.3, n = 51, p < 0.001), but these small changes were in the opposite direction as in chickens.8
Finally, lid suture was also used to induce deprivation myopia2,33 in 20 days or four weeks, respectively. Non-visual effects on eye growth cannot be excluded, such as increased mechanical pressure on the globe, which might cause a rebound effect after lid re-opening, changes in the metabolic conditions due to reduced oxygen supply or elevated ocular temperature.
Techniques to measure the induced refractive errors and changes in eye growth
Refractive state
In a number of studies, refractive states were measured by white light streak retinoscopy (e.g. Refs. 2, 7, 33, 34). In streak retinoscopy, a slightly
311 The Mouse Model of Myopia
defocused light streak is projected onto the eye from the retinoscope, which is held at about an arm’s length from the mouse. A small fraction of this light is reflected from the back of the eye, the fundus, and is visible in the pupil. The movement of the reflection in the pupil must be compared to the movement of the light streak seen on the fur surrounding the eye, while the streak retinoscope is tilted up and down.
If the reflection in the pupil appears stationary with no clear direction of movement, the “reversal point” is reached and the eye can be assumed to be in focus with the observer. Otherwise, differently powered trial lenses are held in front of the eye until the reversal point is reached, and the lens power provides the information about refractive state. The procedure works well in animals with large pupils, but it is very difficult to judge the direction of movement of the light bar in small pupils (1 mm in diameter, or even smaller, if the pupil constricts due to the white light emitted by the retinoscope). In a trial carried out by a certified optometrist, no correlation was found between streak retinoscopy and infrared photoretinoscopy in22 alert, non-cyclopleged black mice.8 Streak retinoscopy also provided generally more hyperopic readings than infrared photoretinoscopy (see below). High hyperopia was also found in other studies using streak retinoscopy (+20 D34; +13.5 D2; +15 D33; and >+10 D21 — see Fig. 1B). An interesting case involves albino mice (as used by Barathi et al.).21 In these mice, the iris is scarcely pigmented and light penetrates easily. Therefore, these animals are, in fact, mainly refracted through the iris, mimicking a large pupil — finally limited only by the diameter of the cornea. The movement of the retinoscopic reflection can therefore be judged much more easily than in (non-cyclopleged) black mice. Given that light scatter in the iris should further degrade the retinal image, it is interesting that myopia could still be induced by negative lenses in front of the eye.
A perhaps powerful technique for refracting small vertebrates is infrared photoretinoscopy. This technique is video-based, uses infrared light, and has been successfully applied in a variety of vertebrate eyes (e.g. barn owls; toads and tadpoles; frogs and salamanders; water snakes).29,35–37 Since infrared light is used, the animal is not disturbed by the measurement and the pupil does not constrict. To measure a mouse, it is sufficient to slightly restrain it by holding its tail while it rests on a small platform and turning down the room light since the pupil of the mouse is very responsive to light.38 An infrared sensitive video camera is positioned at about 60 cm distance. Attached to the camera lens is an arrangement of
312 F. Schaeffel
infrared light emitting diodes (IR LED; see Fig. 4A). A small fraction of this light enters the pupil, is diffusely reflected from the fundus of the eye, and returns to the camera. Because the IR LEDs are positioned directly below the camera aperture, they produce a brightly illuminated pupil — like the “red eye effect” seen with flash cameras. Furthermore, the brightness distribution in the vertical pupil meridian displays a gradient, with more light in the bottom in the case of a myopic eye (a screen dump of the refraction software is shown in Fig. 4B), and more light in the top of the pupil in a hyperopic eye. The brightness distributions in the pupils of mice are not smooth, but bumpy, indicating that the optics has considerable aberrations; furthermore, they are affected by the first Purkinje image. Figure 4B shows the measured brightness profile, together with a linear regression line fit through the pixel brightness values. Refractions can be determined from the slopes of these regression lines. The only unknown variable is then the conversion factor from the slope of the brightness profile in the pupil into refraction. However, this factor can be determined by placing trial lenses of known optical power in front of the mouse eye, inducing known refractive errors, and recording the slopes.22
Figure 4. (A) USB2 monochrome video camera, 50 mm lens with focal length extender and 10 mm extension ring, and custom-built photoretinoscope. The camera and the infrared LEDs of the photoretinoscope can be run through the USB port of the laptop, making additional power supplies unnecessary. (B) Screen dump of the software, developed in Visual C++, designed to measure refraction and pupil size with 62 Hz sampling rate. In addition, light-induced pupil responses can be recorded, which are elicited by a green LED attached to retinoscope (not shown in the version in (A)) and flashed through the USB port.
313 The Mouse Model of Myopia
The temporal sampling rate of this technique is currently 62 Hz, a typical frame rate for USB2 cameras (Fig. 4A). As soon as the mouse eye appears in the video frame, the image processing software detects the pupil — which is a simple task because it is brightly illuminated over a dark background — and fits a linear regression through the pixel brightness values in the vertical pupil meridian.
Even though the measurements are easy to perform, some limitations have to be considered:1 because of the excavation of the optic disc (nicely visible in the frozen section of the mouse eye presented by Remtulla and Hallett7), the eye is more myopic (or less hyperopic), close to the pupillary axis and appears considerably more hyperopic in the periphery due to the thickness of the retina.22 Therefore, for consistent refractions, it is important to align the eye with the camera axis.22 It was observed that mice sometimes change their refractive state for a few seconds and become a few diopters more myopic. The mechanism behind this optical change has not yet been systematically studied but it is clear that it occurs without visual stimulation and does not represent accommodation. It was also observed under cycloplegia with Tropicamide,22 and Woolf 39 was unable to find a ciliary muscle for accommodation in the mouse eye. Also, Smith et al.40 stated that the ciliary muscle in the mouse eye is weak and lacks accommodation. An alternative explanation for this change in refraction is that it is produced by activity of the retractor bulbi muscles,41,42 which can pull the globe back into the orbit, causing a temporary change in intraocular pressure, which, in turn, could affect the refractive state. Therefore, it is important to observe mice for several seconds to ensure that their eyes are in a relaxed condition.22 It was found that mice were measured more hyperopic when they had larger pupils (about 0.9 D more hyperopia per 0.1 mm increase in pupil size).22 This effect could result from negative spherical aberration (more hypopic refractions in the pupil periphery). On the other hand, positive spherical aberration was found in mouse eyes by Hartmann-Shack aberrometry,10 and it is more likely that the increasing hyperopia results from non-linearities in the video system. Larger pupils return more light, proportional to the pupil area, and pixel values are not perfectly log-linear to the absolute brightness. A more extensive calibration with different camera aperture sizes would be necessary to control this factor. The standard deviation typically obtained in the same eyes in repeated measurements was about 2.7 D22 — much less than the optical and behavioral depth of focus (see below).
