- •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
322 F. Schaeffel
Recent Studies on Myopia in the Mouse Model: Some Examples
Magnitudes of experimentally induced refractive errors in wild-type mice
The success of experiments to induce “deprivation myopia” (the type of myopia that develops “by default” when the retinal image clarity is experimentally degraded) was surprisingly variable across studies. Schaeffel and Burkhardt,1 using frosted hemispherical diffusers (Fig. 3) obtained a small myopic shift only 3–4 D after two weeks, starting at P24, which reached a significance level of p < 0.00036 in eight mice after one outlyer was excluded. Tejedor and de la Villa,2 using lid suture for up to 20 days, starting at P10-11, induced little more than 6 D of myopia and found an impressively smooth correlation between axial length changes and refraction changes. Barathi et al.,21 using early lid suture in a large number of albino mice (n = 80), starting at P10 and continuing until P56, induced up to 14 D of myopia and an axial elongation of about 200 m. In experiments by Pardue et al.,25 it took wild-type mice eight weeks, starting at P28, to develop a myopic shift of about 5.5 D. Tkatchenko and Tkatchenko30 induced about 45 m increase in vitreous chamber depth by treating C57BL/6J mice with frosted diffusers from P24 for a duration of 21 days. These changes were measured with a demanding, small animal MRI. Biometric changes were accompanied by refraction shifts of about 4 D, but the significance levels were low due to the low number of animals (n = 4).
The large variability in the diffuser experiments cannot be explained by poor measurement resolution (see description of the resolution of the techniques used above); it must result from low sensitivity of the emmetropization mechanism to changes in visual experience, and the fact that axial eye growth is rather slow in mice (Fig. 1A). Somehow, one might expect poor responsiveness due to the large depth of focus (more than +10 D). But then it remains unclear why the variability of the refractions
among untreated animals is considerably less than the depth of focus (about +3 D22; or even less ±1.14 D).10 This poses the question as to what
keeps the refractions in such close range when emmetropization is slightly sensitive to visual input?
Only a few studies are available in which mice were treated with eyeglass lenses. Barathi et al.21 treated 100 albino mice with –10 D lenses for up to
323 The Mouse Model of Myopia
46 days, and induced an increase in axial length of up to about 0.37 mm and myopia of 14 D — the largest effect ever observed in mice. These lenses had even stronger effects than lid suture over the same treatment period, but non-visual effects of lid suture on the geometry of the anterior segment of the eye are always possible. Faulkner et al.65 used –10 D lenses in nob mice and induced similar amounts of myopia (3–4 D) as with diffusers.
Burkhardt and Schaeffel failed to induce compensatory growth inhibition in response to treatment with positive lenses (unpublished observations, 2006). It remains uncertain whether the mouse eye can distinguish between image diffuse, image degradation and defocus. Further studies, in particular with positive lenses, are necessary.
In summary, the literature agrees that deprivation myopia can be induced in mice but that the treatment duration should be several weeks and the goggles need to be applied as early as possible (soon after eye opening). The effects are small in most studies (few diopters and less than 50 m axial length changes). The few studies also show that –10 D lenses can induce myopia, but it remains to be discovered whether diffuse image blur and image defocus are, in fact, distinguished by the mouse retina.
Refractive development in mutant mice
A few studies have already appeared in which the effects of permanent know-out of a gene on refractive development were studied. Pardue et al.25 found that the susceptibility to deprivation myopia was greatly enhanced in nob mice with a mutation in the Nyx gene (lacking the ERG b-wave due to a defect in the rod ON pathway), which is linked to congenital stationary night blindness (CSNB) in humans: about 5.5 D of myopia could be induced in two weeks, starting at P28, compared to only about 1 D in the respective wild-type. Nob mice had significantly lower retinal dopamine and DOPAC levels than the wild-type and — in contrast to the wild-type — no changes could be induced by diffuser wear. Schippert et al.27 found that mice lacking a functional gene for the transcription factor Egr-1 were more myopic than their heterozygous and wild-type littermates. The homozygous knock-out animals also had significantly longer eyes between P42 and P56, but approached wild-type dimensions later in development. They showed no differences in corneal curvature or anterior chamber depth. They also had normal optomotor responses. This suggests that the effect of Egr-1 knock-out is surprisingly selective for axial eye growth. That these knock-out animals were more myopic fits the idea that
324 F. Schaeffel
the EGR-1 protein appears to be associated with an inhibition signal for axial eye growth: in chickens, the protein is up-regulated when hyperopia is induced and down-regulated when myopia is induced.66,67 More recently, Schippert et al.68 presented an analysis of the retinal gene expression patterns in Egr-1 knock-out mice. Similar to Schippert et al.,27 Zhou et al.69 found that an adenosine A2a receptor knock-out mouse went through a phase of longer axial length and relative myopia, similar to what was observed in the Egr-1 knock-out mice (between P42 and 56), but returned to normal axial lengths later in development. Furthermore, these authors found that myopia was accompanied by reduced collagen fibril diameters in the sclera.69 A more extended screening for refractive errors in mutant mice was presented by Faulkner et al.70 Significant refraction differences were detected between C57Bl/6J mice (which had refractive errors from 6.9 to 8.5 D), and nob and rd1 mice, which were about 2 D more hyperopic, and GABAC null mice, which were about 5 D more myopic than C57 mice. A next step would be to find out which morphological changes determine the changes in refraction. It could even be that retinal thickness changes, related to the degenerations, underlie the changes in measured refractions.
Pharmacological studies to inhibit axial eye growth in mice
Atropine is known as a potent inhibitor of myopia in humans and animal models. A problem that arises if atropine is unilaterally applied in mice is that the fellow “control” eye may also be contaminated with atropine due to the cleaning behavior of the mice. Barathi et al.71 have therefore used the light-induced pupil response to probe the transfer of atropine to the fellow eye. They found that the contralateral light-induced pupil response was also affected by ipsilateral atropine application, but only to a small extent, making an inter-ocular comparison of atropine effects possible. They also found that daily application of a single drop of 1% atropine induced more hyperopic refractions and shorter axial lengths over time — despite visual experience being normal. This is different from the chicken where the effects of atropine are largely confined to a suppression of myopia that would be induced by diffusers or negative lenses (e.g. Ref. 72). Barathi et al.73 have also studied the expression of muscarinic receptors in both human and mouse sclera and their role in the regulation of scleral fibroblasts. Further studies will show whether the eye growth inhibition exerted by atropine is mediated through these receptors.
