May 2020
Volume 61, Issue 5
Open Access
Anatomy and Pathology/Oncology  |   May 2020
Visual Image Quality Impacts Circadian Rhythm-Related Gene Expression in Retina and in Choroid: A Potential Mechanism for Ametropias
Author Affiliations & Notes
  • Richard A. Stone
    Department of Ophthalmology, University of Pennsylvania Perelman School of Medicine, Philadelphia, Pennsylvania, United States
  • Wenjie Wei
    Department of Ophthalmology, University of Pennsylvania Perelman School of Medicine, Philadelphia, Pennsylvania, United States
  • Shanta Sarfare
    Department of Bioscience, New England College of Optometry, Boston, Massachusetts, United States
  • Brendan McGeehan
    Department of Ophthalmology, University of Pennsylvania Perelman School of Medicine, Philadelphia, Pennsylvania, United States
  • K. Cameron Engelhart
    Department of Bioscience, New England College of Optometry, Boston, Massachusetts, United States
  • Tejvir S. Khurana
    Department of Physiology, University of Pennsylvania Perelman School of Medicine, Philadelphia, Pennsylvania, United States
  • Maureen G. Maguire
    Department of Ophthalmology, University of Pennsylvania Perelman School of Medicine, Philadelphia, Pennsylvania, United States
  • P. Michael Iuvone
    Departments of Ophthalmology and Pharmacology, Emory University School of Medicine, Atlanta, Georgia, United States
  • Debora L. Nickla
    Department of Bioscience, New England College of Optometry, Boston, Massachusetts, United States
  • Correspondence: Richard A. Stone, 125 John Morgan Building, Department of Ophthalmology, Perelman School of Medicine, University of Pennsylvania, Philadelphia, PA 19104-6021, USA; stone@pennmedicine.upenn.edu
Investigative Ophthalmology & Visual Science May 2020, Vol.61, 13. doi:https://doi.org/10.1167/iovs.61.5.13
  • Views
  • PDF
  • Share
  • Tools
    • Alerts
      ×
      This feature is available to authenticated users only.
      Sign In or Create an Account ×
    • Get Citation

      Richard A. Stone, Wenjie Wei, Shanta Sarfare, Brendan McGeehan, K. Cameron Engelhart, Tejvir S. Khurana, Maureen G. Maguire, P. Michael Iuvone, Debora L. Nickla; Visual Image Quality Impacts Circadian Rhythm-Related Gene Expression in Retina and in Choroid: A Potential Mechanism for Ametropias. Invest. Ophthalmol. Vis. Sci. 2020;61(5):13. https://doi.org/10.1167/iovs.61.5.13.

      Download citation file:


      © ARVO (1962-2015); The Authors (2016-present)

      ×
  • Supplements
Abstract

Purpose: Stimulated by evidence implicating diurnal/circadian rhythms and light in refractive development, we studied the expression over 24 hours of selected clock and circadian rhythm–related genes in retina/retinal pigment epithelium (RPE) and choroid of experimental ametropias in chicks.

Methods: Newly hatched chicks, entrained to a 12-hour light/dark cycle for 12 to 14 days, either experienced nonrestricted vision OU (i.e., in both eyes) or received an image-blurring diffuser or a minus 10-diopter (D) or a plus 10-D defocusing lens over one eye. Starting 1 day later and at 4-hour intervals for 24 hours, the retina/RPE and choroid were separately dissected. Without pooling, total RNA was extracted, converted to cDNA, and assayed by quantitative PCR for the expression of the following genes: Opn4m, Clock, Npas2, Per3, Cry1, Arntl, and Mtnr1a.

Results: The expression of each gene in retina/RPE and in choroid of eyes with nonrestricted vision OU varied over 24 hours, with equal levels OU for most genes and times. Altered visual input influenced gene expression in complex patterns that varied by gene, visual input, time, and eye, affecting experimental eyes with altered vision and also contralateral eyes with nonrestricted vision.

Discussion: Altering visual input in ways known to induce ametropias alters the retinal/RPE and choroidal expression of circadian rhythm–related genes, further linking circadian biology with eye growth regulation. While further investigations are needed, studying circadian processes may help understand refractive mechanisms and the increasing myopia prevalence in contemporary societies where lighting patterns can desynchronize endogenous rhythms from the natural environmental light/dark cycle.

Why refractive errors develop and why the prevalence of myopia is increasing to alarming levels in the developed world remains a puzzle. Refractive responses to visual blur and defocus in experimental animals and, to the extent observable, in children have indicated that visual input regulates eye growth. As an example, in animal models, blurring visual input with a diffuser induces ipsilateral form-deprivation myopia, and the wearing of a minus or plus spectacle lens alters eye growth to place the retina conjugate to the altered position of distant images, causing ipsilateral lens-induced myopia or lens-induced hyperopia, respectively.1 The mechanisms governing postnatal refractive and eye growth responses to image quality are largely intrinsic to the eye, with much evidence implicating the retina as a controller.13 Besides image quality, a potential role for insufficient light exposures as a cause for myopia was first proposed in the 19th century.46 Most recently, clinical investigations have demonstrated a modest protective effect against myopia in children by increased outdoor exposures.711 Bright light exposures in the laboratory protect against experimental myopia in animal models.12 How light acts to limit myopia remains speculative. 
Light exposure controls circadian biology, and accumulating evidence supports the notion that the dysregulation of circadian rhythms might contribute to the development of ametropias, as discussed in our recent review.13 The eyes of animals and humans undergo diurnal oscillations in dimensions, including fluctuations in axial length and choroidal thickness. In animals with experimentally induced myopia or hyperopia, the phase relationships of these rhythms are altered as ametropias develop,14 but there are not yet data on whether the diurnal fluctuations in ocular dimensions are affected in children developing ametropia. From microarray and quantitative PCR (qPCR) assays that commonly compare experimental eyes to contralateral control eyes, altered expression of several circadian clock genes and a melanopsin gene has been identified in the retina/retinal pigment epithelium (RPE) in lens-induced and form-deprivation myopias of chicks.15,16 Minus or plus lens wear affects expression of the clock gene Arntl in chicks,17 and altered RPE expression of melanopsin develops in lens-induced myopia of tree shrew.18 Experimental myopia induces only small changes in the expression of most affected genes in retina,19 including the altered expression of these clock and melanopsin genes.15,16 
The circadian clock is an oscillating autonomous molecular mechanism consisting of transcriptional-translational feedback loops that use a series of clock genes and their protein products; it requires about 24 hours to cycle.20,21 The retina expresses the molecular components of the circadian clock.20,21 Based on accumulating evidence that disordered rhythms and clock genes might contribute to the development of ametropias,13 we here characterized the diurnal expression of selected circadian clock genes in the chick retina/RPE and separately in the chick choroid over a full 24-hour period. We also analyzed the expression of one of the two melanopsin isoforms expressed in chicks (Opn4m), a blue light absorbing photopigment in retinal ganglion cells and in other nonrod/noncone retinal neurons of chicks. In mammals, the melanopsin-containing neurons provide input for circadian entrainment, among other functions.13,2023 While the pineal is more central to circadian rhythm control in birds than in mammals,24 melanopsin-expressing retinal neurons seem to have analogous functions in birds.2528 We also assayed the expression of one of the melatonin receptor subtypes (Mtnr1a) involved in signaling output from the clock. We included the choroid because it undergoes diurnal thickness fluctuations that are hypothesized to influence refractive development.13,29 The expression levels of these genes undergo diurnal oscillations in the retina,3035 but their daily expression patterns in the choroid have not been studied. 
We studied gene expression patterns in eyes of chicks with nonrestricted vision OU (i.e., in both eyes) and in eyes with three well-established methods of perturbing refractive development: diffuser wear to produce form-deprivation myopia, minus lens wear to produce lens-induced myopia, and plus lens wear to produce lens-induced hyperopia.1 We selected clock and circadian rhythm–related genes whose expression that we previously found to be altered in chick retina at single times during the day in unilateral lens-induced myopia or form-deprivation myopia, comparing experimental eyes with altered visual input to contralateral eyes with nonrestricted vision.15,16 
Methods
Animals and Tissue Harvesting
Newly hatched chicks (Gallus gallus domesticus; Cornell-K strain) were reared under a 12-hour light/12-hour dark cycle (4100K fluorescent light, ∼300 lux in cage) for 12 to 14 days. At zeitgeber time (ZT) 0 (defined as lights on at ZT 0), an image-degrading diffuser, a minus 10-diopter (D) lens, or a plus 10-D lens was secured over the right eye (OD) using matching Velcro rings, with nonimpaired visual input to the contralateral left eye (OS). Other chicks experienced nonrestricted visual input OU, with no device over either eye. Starting the next day after one full 12-hour light/12-hour dark cycle of device wear, chicks were killed by decapitation without anesthesia in timed cohorts so that tissues were acquired at approximately ZT 0, 4, 8, 12, 16, or 20 hours (n = 8 chicks/time/condition). For the “night” samples, chicks were killed under dim dark yellow light from a photographic safe light (Premier Model SL1012, Doran Manufacturing, Cincinnati OH, USA; ∼0.5 lux). The retina/RPE and choroid were then immediately dissected separately over ice in sterile and RNAse-free conditions from each eye, snap-frozen in liquid nitrogen, and stored without pooling at −80°C until processed. The supplementary methods detail the timing schedule for tissue sampling. The vitreous bodies from these eyes also were removed and separately assayed for the levels of 3,4-dihydroxyphenylacetic acid (DOPAC), which will be reported independently. The experiments adhered to the ARVO Statement on the Use of Animals in Ophthalmic and Vision Research and were approved by the Institutional Animal Use and Care Committee of New England College of Optometry. 
mRNA Extraction and cDNA Synthesis
Total RNA extraction was performed in batches using the Purelink RNA mini kit (Life Technologies, Carlsbad, CA, USA). cDNA was synthesized in 96-well plates on a SimpliAmp thermal cycler (Applied Biosystems, Foster City, CA, USA) with Superscript SS IV VILO Mastermix (Life Technologies). The cDNA samples were frozen at −80°C until they were shipped on dry ice to the University of Pennsylvania. They were maintained at −80°C until assayed. 
qPCR
Gene expression levels for each eye were determined individually with real-time qPCR using an Applied Biosystems 7300/7500 qPCR machine and TaqMan Assays (Thermo Fisher Scientific, Waltham, MA, USA). Then, 20 µL of the above cDNA solution was diluted to 400 µL with pure water for each of the seven genes for the qPCR assay; 9 µL of the diluted cDNA was combined with 1 µL TaqMan Gene Expression Assay and 10 µL TaqMan Universal Master Mix (#4304437) to a total 20 µL volume for each reaction. The housekeeping gene Gapdh served as an endogenous control, and the expression of each gene at each time was normalized to the Gapdh expression level measured for each sample. Samples were run in triplicate and averaged. The ∆∆Ct value was used as the relative expression levels for each of the seven genes under study. Table 1 identifies gene symbols, gene names, and corresponding TaqMan assays. 
Table 1.
 
Assayed Genes
Table 1.
 
Assayed Genes
Statistical Analysis
Because of nonnormal data distributions, a natural log transformation was applied to the gene expression levels for model fit and better model diagnostics. The mean transformed OS value at ZT 0 was subtracted from the transformed expression values for each gene and each eye at each time point, such that the mean value of the left eye across individuals is 0 at ZT 0. To account for intereye correlation, the gene expression responses for each eye over time were modeled using the generalized estimating equation (GEE) to estimate a robust variance structure.36 The model formula was specified such that the transformed gene expression response was modeled using the main effects of eye and time as well as the interaction between them, with time being a categorical variable with levels ranging from ZT 0 to ZT 20. 
Type III tests were performed to obtain the P value for the overall effects of eye and time. Post hoc pairwise comparisons were analyzed for those models that reached a Bonferroni significance level for either an overall eye effect or for an eye-time interaction effect to identify time points where the left and right eyes differed. The number of genes analyzed in each condition at each time established the Bonferroni criterion for a P ≤ 0.05 significance level. For retinal comparisons, seven genes were analyzed giving a Bonferroni significance level of P ≤ 0.0071; for choroidal comparisons, six genes were analyzed giving a Bonferroni significance of P ≤ 0.0083. Unless otherwise specified, data are reported as mean ± SEM of the natural log values in both the figures and supplementary tables
Results
By qPCR, both the retina/RPE and choroid expressed melanopsin (Opn4m) and each of the circadian clock genes at all time points studied. The melatonin receptor gene (Mntr1a) was expressed in the retina/RPE but not in the choroid. Altered visual input impacted the gene expression over time in patterns that varied between visual condition, gene, eye and time. Tables 2 to 4 summarize these complex patterns, and Figures 1 to 4 show the expression for these genes in both eyes over 24 hours. Detailed data and statistical analyses appear in Supplementary Tables S1 to S8
Table 2.
 
Gene Expression Over 24 Hours: Summary of Statistically Significant Effects
Table 2.
 
Gene Expression Over 24 Hours: Summary of Statistically Significant Effects
Figure 1.
 
Nonrestricted vision OU. Expression of clock and circadian rhythm–related genes over 24 hours in the retina and choroid of chicks with nonrestricted visual input OU. Because of nonnormal data distribution, the data were loge transformed. The mean transformed OS value at ZT 0 was subtracted from the transformed expression values for each gene and each eye at each time point, such that the mean value of the left eye across individuals is 0 at ZT 0. To aid visualization, the y-axis is scaled differently between genes, but individual genes are represented at the same scale between tissues and between the visual conditions. See Supplementary Tables S1 and S2 for data and statistical analyses. Red symbols, OD; blue symbols, OS.
Figure 1.
 
Nonrestricted vision OU. Expression of clock and circadian rhythm–related genes over 24 hours in the retina and choroid of chicks with nonrestricted visual input OU. Because of nonnormal data distribution, the data were loge transformed. The mean transformed OS value at ZT 0 was subtracted from the transformed expression values for each gene and each eye at each time point, such that the mean value of the left eye across individuals is 0 at ZT 0. To aid visualization, the y-axis is scaled differently between genes, but individual genes are represented at the same scale between tissues and between the visual conditions. See Supplementary Tables S1 and S2 for data and statistical analyses. Red symbols, OD; blue symbols, OS.
The study design permitted assessment of relative gene expression within each visual condition and emphasized gene expression over time, eye effects (i.e., OD vs. OS), and the interactions of eye-time. The technical features of our molecular assays did not permit unambiguous identification of absolute differences in expression levels between the four visual cohorts, but bilateral effects could be identified by the loss of gene expression variation over time in both eyes with altered visual input to OD only, a conservative criterion. This criterion for a bilateral effect was evident in each visual condition in retina/RPE and/or in choroid and most frequently involved the expression of Opn4m, Clock, and Cry1 (Table 2). OD-OS differences occurred only for some genes under each visual condition and only at specific times during the 24 hours of the assays. It was not possible to determine unambiguously whether an increased expression in one eye or a reduced expression in the contralateral eye accounted for OD-OS differences. 
Nonrestricted Vision OU
The expression of each gene varied over time in retina/RPE and in choroid (P < 0.001 for each gene and each tissue; Tables 2 and 3Figure 1, Supplementary Tables S1 and S2). In the retina/RPE, there were no differences in the expression values of each gene between the right and left eyes at any time. In the choroid, the gene expression levels were generally equivalent for most genes and times comparing right and left eyes; only Clock at ZT 8 and Arntl at ZT 4 and 16 demonstrated OD-OS differences. Although there was an overall eye effect for choroidal Opn4m expression, no specific time was identified by post hoc testing for an OD-OS difference. In eyes with nonrestricted vision OU, the time of peak gene expression varied between gene and between tissue (Table 4Fig. 1, Supplementary Tables S1 and S2). 
Table 3.
 
Gene Expression Over Time: OD Versus OS
Table 3.
 
Gene Expression Over Time: OD Versus OS
Table 4.
 
Times of Highest Gene Expression
Table 4.
 
Times of Highest Gene Expression
Unilateral Diffuser Wear
In retina/RPE, unilateral blur from diffuser wear eliminated the changes in gene expression over time for four genes (Opn4m, Clock, Npas2, and Mntr1a), not only in the visually deprived eye but also in the contralateral eye (Tables 2 and 3Fig. 2, Supplementary Table S3). Those genes that continued to vary over time showed highest expression levels at the same times in both eyes and at close to the same times as eyes with nonrestricted vision OU (Table 4Fig. 2, Supplementary Table S3). Except for Clock at ZT 0 and Per3 at ZT 20, the OD versus OS expression levels of all genes remained comparable at each time (Table 2, Supplementary Table S3). 
Figure 2.
 
Diffuser wear OD. Expression of clock and circadian rhythm–related genes over 24 hours in the retina and choroid of chicks wearing a diffuser OD. Because of nonnormal data distribution, the data were loge transformed. The mean transformed OS value at ZT 0 was subtracted from the transformed expression values for each gene and each eye at each time point, such that the mean value of the left eye across individuals is 0 at ZT 0. To aid visualization, the y-axis is scaled differently between genes, but individual genes are represented at the same scale between tissues and between the visual conditions. See Supplementary Tables S3 and S4 for data and statistical analyses. Red symbols, diffuser-wearing eye (OD); blue symbols, contralateral eye with intact vision (OS).
Figure 2.
 
Diffuser wear OD. Expression of clock and circadian rhythm–related genes over 24 hours in the retina and choroid of chicks wearing a diffuser OD. Because of nonnormal data distribution, the data were loge transformed. The mean transformed OS value at ZT 0 was subtracted from the transformed expression values for each gene and each eye at each time point, such that the mean value of the left eye across individuals is 0 at ZT 0. To aid visualization, the y-axis is scaled differently between genes, but individual genes are represented at the same scale between tissues and between the visual conditions. See Supplementary Tables S3 and S4 for data and statistical analyses. Red symbols, diffuser-wearing eye (OD); blue symbols, contralateral eye with intact vision (OS).
In the choroid, the effects of diffuser wear were somewhat less pronounced. The time-variable expression level of only Clock was negated by form deprivation. Except for Npas2 whose maximum expression time was the same as in chicks with nonrestricted vision OU, the time of highest expression level for the time-varying genes shifted by 4 or 8 hours in the visually deprived and/or contralateral eye. The OD versus OS expression levels of Cry1 were not equivalent at ZT 16 and ZT 20, but comparable expression levels occurred OU in the other assayed genes (Tables 24Fig. 2, Supplementary Table S4). 
Unilateral Minus 10-D Lens Wear
In retina/RPE, unilateral defocus from wearing a minus 10-D lens eliminated the changes in gene expression over time for two genes, Opn4m and Cry1 (Tables 2 and 3Fig. 3, Supplementary Table S5). Most time-varying genes showed highest expression levels at the same time in both eyes. Compared to the maximum expression in eyes with nonrestricted vision OU, the actual times of highest expression were the same or were shifted by up to 8 hours (Table 4). The expression levels were comparable between the two eyes of chicks in the minus lens cohort, except for Clock at ZT 20 that was lower in the retina/RPE of the eye with altered visual input relative to its contralateral eye (Tables 2 and 3Fig. 3, Supplementary Table S5). 
Figure 3.
 
Minus 10-D lens wear OD. Expression of clock and circadian rhythm–related genes over 24 hours in the retina and choroid of chicks wearing a minus 10-D spectacle lens OD. Because of nonnormal data distribution, the data were loge transformed. The mean transformed OS value at ZT 0 was subtracted from the transformed expression values for each gene and each eye at each time point, such that the mean value of the left eye across individuals is 0 at ZT 0. To aid visualization, the y-axis is scaled differently between genes, but individual genes are represented at the same scale between tissues and between the visual conditions. See Supplementary Tables S5 and S6 for data and statistical analyses. Red symbols, lens-wearing eye (OD); blue symbols, contralateral eye with intact vision (OS).
Figure 3.
 
Minus 10-D lens wear OD. Expression of clock and circadian rhythm–related genes over 24 hours in the retina and choroid of chicks wearing a minus 10-D spectacle lens OD. Because of nonnormal data distribution, the data were loge transformed. The mean transformed OS value at ZT 0 was subtracted from the transformed expression values for each gene and each eye at each time point, such that the mean value of the left eye across individuals is 0 at ZT 0. To aid visualization, the y-axis is scaled differently between genes, but individual genes are represented at the same scale between tissues and between the visual conditions. See Supplementary Tables S5 and S6 for data and statistical analyses. Red symbols, lens-wearing eye (OD); blue symbols, contralateral eye with intact vision (OS).
Wearing a minus 10-D lens abolished the time variable expression in the choroid of Clock but not that of other genes (Tables 2 and 3Fig. 3, Supplementary Table S6). The times of peak gene expression levels shifted by 8 hours for Opn4m OU and by 4 hours for Per3 in the contralateral eye (Table 4), relative to eyes with nonrestricted vision OU. Compared to their contralateral eyes, the expression levels of all genes in the minus lens group were lower in the choroid at one or more times (Tables 2 and 3Fig. 3, Supplementary Table S6). 
Unilateral Plus 10-D Lens Wear
In retina/RPE, the expression of three genes (Opn4m, Clock, and Cry1) showed no variability over time (Tables 2 and 3Fig. 4, Supplementary Table S7). The times of highest expression of time-varying genes were the same for both eyes, which were either identical to or shifted by 4 hours from the retinas of eyes with nonrestricted vision OU (Table 4, Fig. 4). The expression level of Opn4m was lower in retinas of chicks in the plus lens group at ZT 4, ZT 8, and ZT 12. For Mtnr1a, there was an OD-OS difference in expression at ZT 4, ZT 8, and ZT 16, but the direction of the difference depended on time (Tables 2 and 3Fig. 4, Supplementary Table S7). 
Figure 4.
 
Plus 10-D lens wear OD. Expression of clock and circadian rhythm–related genes over 24 hours in the retina and choroid of chicks wearing a plus 10-D spectacle lens OD. Because of nonnormal data distribution, the data were loge transformed. The mean transformed OS value at ZT 0 was subtracted from the transformed expression values for each gene and each eye at each time point, such that the mean value of the left eye across individuals is 0 at ZT 0. To aid visualization, the y-axis is scaled differently between genes, but individual genes are represented at the same scale between tissues and between the visual conditions. See Supplementary Tables S7 and S8 for data and statistical analyses. Red symbols, lens-wearing eye (OD); blue symbols, contralateral eye with intact vision (OS).
Figure 4.
 
Plus 10-D lens wear OD. Expression of clock and circadian rhythm–related genes over 24 hours in the retina and choroid of chicks wearing a plus 10-D spectacle lens OD. Because of nonnormal data distribution, the data were loge transformed. The mean transformed OS value at ZT 0 was subtracted from the transformed expression values for each gene and each eye at each time point, such that the mean value of the left eye across individuals is 0 at ZT 0. To aid visualization, the y-axis is scaled differently between genes, but individual genes are represented at the same scale between tissues and between the visual conditions. See Supplementary Tables S7 and S8 for data and statistical analyses. Red symbols, lens-wearing eye (OD); blue symbols, contralateral eye with intact vision (OS).
As in retina/RPE under a plus 10-D lens, the choroidal levels of the same three genes (Opn4m, Clock, and Cry1) did not vary over time (Tables 2 and 3Fig. 4, Supplementary Table S8). Of those that varied, their peak choroidal expression levels occurred at the same time or with a 4-hour shift compared to those of eyes with nonrestricted vision OU (Table 4Fig. 4, Supplementary Table S8). The choroidal expression level of Opn4m was lower at ZT 0, and that of Per3 was lower at ZT 8, ZT 12, and ZT 16 compared to the contralateral eyes (Tables 1 and 2Fig. 4, Supplementary Table S8). No other OD-OS differences were identified. 
Discussion
Stimulated by the experimental evidence implicating circadian rhythms in the mechanisms of refractive development, we assayed the expression of clock and circadian rhythm–related genes in chicks over a full 24-hour period following unilateral alteration of visual input by methods known to induce ametropias. In our prior findings and in the experimental refraction literature, study designs commonly compare results in eyes with unilateral visual impairment to those of contralateral control eyes. Accordingly, we optimized the technical aspects of our assays to emphasize OD-OS differences in gene expression, as well as the established daily cycling of these genes in retina and other tissues. The assayed genes included melanopsin (Opn4m), transcription activators (Clock, Npas2, and Arntl) and transcription repressors (Per3 and Cry1) of the circadian clock,20,21 and one of the melatonin receptor subtypes (Mntr1a). While some evidence implicates a potential role for conventional photoreceptors in refractive control mechanisms,3739 we addressed here the photopigment melanopsin specifically because of its role in regulating circadian rhythms.13 
For this investigation, we selected clock and circadian rhythm–related genes whose expression we previously found altered in lens-induced myopia using microarrays16 and confirmed in form-deprivation myopia.15 These genes represent only a subset of known clock genes in the primary transcription-translation feedback loop of the circadian clock; as examples from known avian genes, we assayed one of two period genes, one of two cryptochrome genes, none of the genes in the secondary transcription-translation feedback loop, one of two melanopsin genes, and one of two melatonin receptor genes.24,25,35 As discussed below, we cannot exclude influences of visual input on the expression of nonstudied circadian genes or their potential to interact with the genes assayed here. 
Opn4m Expression in the Choroid
Other than our meeting report of the early results of this study (Stone RA et al., IOVS 2018;59:ARVO E-Abstract 5054), Opn4m had not been identified directly in choroid earlier, and its origin and function are currently unknown. Melanopsin has been identified in human lens epithelial cells, where it seemingly regulates melatonin synthesis.40 The soma of trigeminal neurons express melanopsin,41 and these neurons might innervate the choroid, which has peripheral sensory nerves.42,43 Whether light activates melanopsin-expressing trigeminal neurons is equivocal.41,44 Other potential sources are choroidal blood vessels or melanocytes as melanopsin has been identified in mouse aorta and in cultured chicken melanocytes.45,46 Regarding potential function, the normal light-induced increase in choroidal thickness in mice is not observed with systemic knockout of melanopsin,47 suggesting that melanopsin might regulate diurnal or defocus-induced choroidal thickness alterations.13,29 Thus, the roles of melanopsin in the choroid are yet to be established, including the intriguing possibility that the choroid might be photosensitive. 
Interpreting Gene Expression Data
In the retina/RPE and choroid of chicks with nonrestricted visual input OU, the expression levels of each of these genes varied over time during the 24-hour day (Fig. 1Table 1). While Mtnr1a was detectable only in retina/RPE, the other genes showed variable expression patterns over 24 hours in both retina/RPE and in choroid of eyes with nonrestricted vision OU in patterns that generally were similar between the two tissues (Fig. 1). Altering visual input modifies the expression of the assayed genes in complex patterns that vary by gene, method of image alteration (diffuser, minus lens, or plus lens), tissue (retina/RPE versus choroid), and time. The gene expression changes affected not only experimental eyes with altered vision but also, unexpectedly, contralateral “control” eyes with nonrestricted vision. The breadth of the gene effects links circadian clock function to established visual parameters that govern eye growth. 
Retinal/RPE and choroidal tissues were isolated 24 to 48 hours after the initiation of visual alteration, and the altered gene expressions identified here thus reflect changes occurring at the onset of visually induced ametropias. Because the molecular alterations identified at myopia onset or during myopia progression are not identical,1517,19,48,49 longer duration experiments will be needed to learn whether similar effects on clock and circadian rhythm–related genes occur as ametropias progress at later times. 
For melanopsin (Opn4m) in the retina/RPE, the variation in gene expression over time was lost in eyes wearing a diffuser and for both lens conditions, not only in the experimental eyes but also in contralateral eyes. In the choroid, the visual effects on melanopsin expression were different. The choroidal melanopsin expression continued to vary over time in eyes of chicks wearing a diffuser or minus lens but was stable over time in eyes of the plus lens group. In mice, knockout of melanopsin gene expression induces an exaggerated myopia response to form deprivation (Chakraborty R, et al., IOVS 2015;56:ARVO E-Abstract 5843). The current gene expression results justify seeking a direct influence of melanopsin on refractive development, including potential influences on the ocular rhythms that modulate eye growth.13,50,51 
Of the circadian clock genes, only Per3 and Arntl continued to vary by time both in retina/RPE and in choroid under all three altered visual conditions. The expression of the other clock genes (Clock, Npas2, and Cry 1) no longer consistently varied over time in either tissue or under each altered visual condition. The visual image, as distinct from light per se, impacts the daily expression of specific circadian clock genes. 
The expression of Mntr1a no longer varied with time in the retina/RPE of chicks wearing a diffuser but continued to vary with time in chicks wearing either minus or plus lenses. Exogenously administered melatonin exerts some effects on the growth of normal and form-deprived chick eyes,35 and human myopic subjects have elevated serum melatonin levels.52 However, retinal melatonin and retinal dopamine interact reciprocally during the diurnal cycle, and retinal dopamine has been implicated repeatedly in the mechanism of myopia.13,53,54 Retinal dopaminergic cells express clock genes, interact with melanopsin containing neurons, and act to entrain endogenous retinal rhythms to the light/dark cycle.13 While needing direct study, the effects of altered vision on melatonin receptor expression may be secondary to effects on retinal dopamine and/or the expression of melanopsin or retinal clock genes. 
Because we assayed only a subset of circadian clock, melanopsin, and melatonin receptor genes, we cannot exclude an impact from nonassayed but related genes. Altered vision produces complex effects on circadian gene expression that include variable outcomes between genes, tissue, and type of visual alteration; irregular and not clearly cyclical patterns of some of the gene expression patterns over the day; persistent variability over 24 hours of only some genes; and modified expression only at specific times for particular genes. Because our study represents the first day of the responses to visual modification, these “nonregular” alterations could arise from transitioning during this interval of circadian signaling from that occurring during nonrestricted vision to that occurring with persistent perturbed visual input. Alternatively, these “nonregular” findings could arise from complex, perhaps complementary or partial interactions between the different forms of particular circadian genes, only one of which was measured. Clearly, more research is needed to understand the effects of visual input on the clock and circadian rhythms in the eye. 
Despite these considerations, visual perturbations known to induce experimental myopia or hyperopia promptly affect circadian gene expression in retina/RPE and in choroid, tissues believed to govern refractive development. A transcription activator with numerous pleiotropic effects, Bmal1 (brain and muscle arnt-like protein 1; also termed Arntl) is a nonredundant component of the mammalian circadian clock. Knockout in retina of Bmal1 induces bilateral myopia in mice even with nonrestricted visual input and supports a potential role of circadian and related mechanisms in regulating refraction.55 To our knowledge, this study in mice is the only prospective investigation of refractive development in mammals with a known circadian signaling abnormality.55 
Bilateral Effects
The growth and refraction responses to unilateral diffuser or lens wear affect primarily the experimental eyes,1 with only minor refractive effects on contralateral eyes with nonrestricted visual input.17,56 Surprisingly, unilateral diffuser or lens wear affected the expression of some clock and circadian rhythm–related genes bilaterally by the criterion of bilateral loss of variation over time following unilateral visual alteration (Table 2Figs. 1-4). Our experimental design did not permit unambiguous identification of quantitative differences in gene expression between the contralateral eyes of chicks with unilateral visual alteration and the eyes of chicks with nonrestricted vision OU. In contrast to the symmetrical gene expression levels in the chicks with nonrestricted vision, OD-OS differences in gene expression developed most frequently in the choroid after minus lens wear, but depending on the gene, these occurred at one to three of the sampling times in each tissue and visual impairment (Table 3Fig. 3). 
Given the interocular differences in growth and refraction from diffuser or lens wear,1 an explanation for bilateral effects on clock and circadian rhythm–related gene expression is not presently apparent. Perhaps, pathways directly responsive to visual input may modify a putative general effect of clock-dependent signaling to normalize growth in eyes with nonrestricted vision contralateral to eyes wearing a diffuser or lens. Alternatively, both clock-dependent and clock-independent signaling pathways may exist and only partly interact to regulate refractive development. Given the apparent roles of diurnal rhythms of ocular dimensions in governing eye growth,13 further study clearly is needed to learn the implications of the bilateral effects on ocular clock and circadian rhythm–related genes in eyes with unilateral experimental ametropias and to learn whether bilateral effects on these genes contribute to the apparent binocular similarity of refraction and refractive errors in human eyes. 
Light and Refraction
Clinically, the long-standing notion that inadequate lighting or insufficient exposure to the outdoors might comprise an etiology of myopia and that outdoor light exposures are protective against myopia46,57 is now generating much interest.13,58,59 Whether the antimyopia properties of outdoor exposures relate to light intensity, as often suggested, to circadian entrainment by light or to some other property of being outdoors remains to be proven.7,9,15,60,61 
The impact of light exposure on experimental refractive development is frequently studied in chicks. As examples, rearing under constant light elongates the chick eye while flattening the cornea; hyperopia results because marked corneal flattening so reduces corneal power that images focus behind the retina despite the enlongated eye.6265 A limited period of daily darkness inhibits this response, an early suggestion of a circadian effect.66 Besides photoperiod length, varying light intensity impacts eye development, studied initially in chicks but also in other species.12,64,6772 Long-term rearing of chicks in low-intensity light even induces myopia.71 
These prior reports, though, largely do not provide a biologic mechanism for how ambient lighting might influence refractive development. Recent clinical reports on the antimyopia effects of outdoor exposures hypothesize increased retinal dopamine release, but an explanation involving dopamine was not identified in the only available study that actually measured retinal dopamine outdoors in an experimental myopia model.15 
Nonetheless, genes identified in a human genome-wide association meta-analysis suggest light-related retinal signaling as a mechanism underlying ametropias.73 Further, another recent meta-analysis of human genome-wide association studies of refractive errors, applying Gene Ontology, identified “Circadian Rhythm” and “Circadian Regulation of Gene Expression” as two of the enriched gene sets.74 Besides clinical genetics, the results here and our prior findings on altered clock and circadian rhythm–related genes in myopia,15,16,48 support the possibility that the circadian clock and melanopsin may provide the mechanistic link between environmental light exposures and refractive development.13 
A Potential Unification of Refractive Mechanisms?
That altered vision by diffuser or lens wear induces refractive errors and also alters the expression of circadian rhythm–related genes in both retina/RPE and choroid provides further evidence that visual mechanisms regulating eye growth interact with ocular circadian biology. The results here, the first detailed investigation of gene expression patterns over 24 hours at the onset of ametropia, buttress the notion that circadian biology may be essential to understand refractive development of the juvenile eye. 
Inducing ametropia in animals by altering visual input impacts a perplexing range of signaling molecules and pathways using conventional pharmacologic methods or genome-wide screens by microarray, RNA-sequencing, or other techniques.17,48,49,59,75,76 Importantly, the circadian clock is now known to influence many and varied biological processes since the diurnal expression of 10% to 40% or more of protein coding genes overall is under diurnal control in organ-dependent patterns.77,78 If circadian clock disruption alters the diurnal expression of a substantial number of retinal/RPE and/or choroidal genes, studying mediators downstream of clock genes could provide a framework for understanding the breadth of the signaling pathways influencing refraction, beyond just cataloging them. 
Artificial lighting distorts natural light exposures at day and/or at night and desynchronizes endogenous circadian rhythms from the environmental light/dark cycle. Such circadian desynchronizations in contemporary societies now seem to contribute to many disorders, including certain cancers, neurologic diseases, obesity, diabetes, and disorders of sleep and mood.7983 The increasing prevalence of myopia, particularly in developed and developing countries,84 is both worrying and unexplained. As we have suggested and reviewed,13,55,59,85 the patterns of ambient lighting in contemporary societies may contribute to the increasing prevalence of myopia through a mechanism involving desynchronization of endogenous ocular circadian rhythms from the external light/dark cycle. If so, direct study of circadian biology during childhood could ultimately lead to much-needed mechanistic understanding of ametropias and to clinically acceptable, behavioral therapies based on modifying circadian dysregulations that may contribute to ametropias. 
Acknowledgments
The authors thank Wei Pan for assistance in the preliminary data analysis. 
A preliminary report of this study was published previously as an ARVO abstract: Stone RA et al., IOVS 2018;59:ARVO E-Abstract 5054. 
Supported by National Institutes of Health (R01 EY004864, R01 EY027711, P30 EY001583, P30 EY006360, R01 EY022342, R01 EY013636, and R01 EY025307) and Research to Prevent Blindness, and the Paul and Evanina Bell Mackall Foundation Trust. 
Disclosure: R.A. Stone, None; W. Wei, None; S. Sarfare, None; B. McGeehan, None; K.C. Engelhart, None; T.S. Khurana, None; M.G. Maguire, None; P.M. Iuvone, None; D.L. Nickla, None 
References
Wallman J, Winawer J. Homeostasis of eye growth and the question of myopia. Neuron. 2004; 43: 447–468. [CrossRef] [PubMed]
Stone RA . Neural mechanisms and eye growth control. In: Tokoro T. ed. Myopia Updates: Proceedings of the 6th International Conference on Myopia. Tokyo, Japan: Springer; 1997: 241–254.
Wallman J. Retinal control of eye growth and refraction. Prog Retinal Res. 1993; 12: 133–153. [CrossRef]
Cohn H . The Hygiene of the Eye in Schools. London, UK: Simpkin, Marshall and Co.; 1886.
Hobday R. Myopia and daylight in schools: a neglected aspect of public health? Perspect Public Health. 2016; 136: 50–55. [CrossRef] [PubMed]
Schaeffel F. Myopia—what is old and what is new? Optom Vis Sci. 2016; 93: 1022–1030. [CrossRef] [PubMed]
He M, Xiang F, Zeng Y, et al. Effect of time spend outdoors at school on the development of myopia among children in China: a randomized clinical trial. JAMA. 2015; 314: 1142–1148. [CrossRef] [PubMed]
Shah RL, Huang Y, Guggenheim JA, Williams C. Time outdoors at specific ages during early childhood and the risk of incident myopia. Invest Ophthalmol Vis Sci. 2017; 58: 1158–1166. [CrossRef] [PubMed]
Wu P-C, Chen C-T, Lin K-K, et al. Myopia prevention and outdoor light intensity in a school-based cluster randomized trial. Ophthalmology. 2018; 125: 1239–1250. [CrossRef] [PubMed]
Wu P-C, Tsai C-L, Wu H-L, Yang Y-H, Kuo H-K. Outdoor activity during class recess reduces myopia onset and progression in school children. Ophthalmology. 2013; 120: 1080–1085. [CrossRef] [PubMed]
Xiong S, Sankaridurg P, Naduvilath T, et al. Time spent in outdoor activities in relation to myopia prevention and control: a meta-analysis and systematic review. Acta Ophthalmol. 2017; 95: 551–566. [CrossRef] [PubMed]
Norton TT, Siegwart JT Jr. Light levels, refractive development, and myopia—a speculative review. Exp Eye Res. 2013; 114: 48–57. [CrossRef] [PubMed]
Chakraborty R, Ostrin LA, Nickla DL, Iuvone PM, Pardue MT, Stone RA. Circadian rhythms, refractive development, and myopia. Ophthal Physiol Opt. 2018; 38: 217–245. [CrossRef]
Nickla DL. The phase relationships between the diurnal rhythms in axial length and choroidal thickness and the association with ocular growth rate in chicks. J Comp Physiol A. 2006; 192: 399–407. [CrossRef]
Stone RA, Cohen Y, McGlinn AM, et al. Development of experimental myopia in chick in a natural environment. Invest Ophthalmol Vis Sci. 2016; 57: 4779–4789. [CrossRef] [PubMed]
Stone RA, McGlinn AM, Baldwin DA, Tobias JW, Iuvone PM, Khurana TS. Image defocus and altered retinal gene expression in chick: clues to the pathogenesis of ametropia. Invest Ophthalmol Vis Sci. 2011; 52: 5765–5777. [CrossRef] [PubMed]
Riddell N, Giummarra L, Hall NE, Crewther SG. Bidirectional expression of metabolic, structural, and immune pathways in early myopia and hyperopia. Front Neurosci. 2016; 10: 390. [CrossRef] [PubMed]
He L, Frost MR, Siegwart JT, JrNorton TT. Altered gene expression in tree shrew retina and retinal pigment epithelium produced by short periods of minus-lens wear. Exp Eye Res. 2018; 168: 77–88. [CrossRef] [PubMed]
Stone RA, Khurana TS. Gene profiling in experimental models of eye growth: clues to myopia pathogenesis. Vis Res. 2010; 50: 2322–2333. [CrossRef] [PubMed]
Felder-Schmittbuhl M-P, Buhr ED, Dkhissi-Benyahya O, et al. Ocular clocks: adapting mechanisms for eye functions and health. Invest Ophthalmol Vis Sci. 2018; 59: 4856–4870. [CrossRef] [PubMed]
McMahon DG, Iuvone PM, Tosini G. Circadian organization of the mammalian retina: from gene regulation to physiology and diseases. Prog Retin Eye Res. 2014; 39: 58–76. [CrossRef] [PubMed]
Adhikari P, Zele AJ, Feigl B. The post-illumination pupil response (PIPR). Invest Ophthalmol Vis Sci. 2015; 56: 3838–3849. [CrossRef] [PubMed]
Ksendzovsky A, Pomeraniec IJ, Zaghloul KA, Provencio JJ, Provencio I. Clinical implications of the melanopsin-based non-image-forming visual system. Neurology. 2017; 88: 1282–1290. [CrossRef] [PubMed]
Cassone VM . Avian circadian organization: a chorus of clocks. Front Neuroendocrinol. 2014; 35: 76–88. [CrossRef] [PubMed]
Bellingham J, Chaurasia SS, Melyan Z, et al. Evolution of melanopsin photoreceptors: discovery and characterization of a new melanopsin in nonmammalian vertebrates. PLoS Biol. 2006; 4: 1334–1343.
Chaurasia SS, Rollag MD, Jiang G, et al. Molecular cloning, localization and circadian expression of chicken melanopsin (Opn4): differential regulation of expression in pineal and retinal cell types. J Neurochem. 2005; 92: 158–170. [CrossRef] [PubMed]
Morera LP, Díaz NM, Guido ME. Horizontal cells expressing melanopsin x are novel photoreceptors in the avian inner retina. Proc Natl Acad Sci USA. 2016; 113: 13215–13220. [CrossRef] [PubMed]
Verra DM, Contín MA, Hicks D, Guido ME. Early onset and differential temporospatial expression of melanopsin isoforms in the developing chicken retina. Invest Ophthalmol Vis Sci. 2011; 52: 5111–5120. [CrossRef] [PubMed]
Nickla DL, Wallman J. The multifunctional choroid. Prog Retin Eye Res. 2010; 29: 144–168. [CrossRef] [PubMed]
Bailey MJ, Cassone VM. Melanopsin expression in the chick retina and pineal gland. Brain Res Mol Brain Res. 2005; 134: 345–348. [CrossRef] [PubMed]
Cao J, Bian J, Wang Z, Dong Y, Chen Y. Effect of monochromatic light on circadian rhythmic expression of clock genes and arylalkylamine N-acetyltransferase in chick retina. Chronobiol Int. 2017; 34: 1149–1157. [CrossRef] [PubMed]
Chong NW, Chaurasia SS, Haque R, Klein DC, Iuvone PM. Temporal-spatial characterization of chicken clock genes: circadian expression in retina, pineal gland, and peripheral tissues. J Neurochem. 2003; 85: 851–860. [CrossRef] [PubMed]
Haque R, Chaurasia SS, Wessel JH, IIIIuvone PM. Dual regulation of cryptochrome 1 mRNA expression in chicken retina by light and circadian oscillators. Neuroreport. 2002; 13: 2247–2251. [CrossRef] [PubMed]
Natesan AK, Cassone VM. Melatonin receptor mRNA localization and rhythmicity in the retina of the domestic chick, Gallus domesticus. Vis Neurosci. 2002; 19: 265–274. [CrossRef]
Summers Rada JA, Wiechmann AF. Melatonin receptors in chick ocular tissues: implication for a role of melatonin in ocular growth regulation. Invest Ophthalmol Vis Sci. 2006; 47: 25–33. [CrossRef] [PubMed]
Liang K-Y, Zeger SL. Regression analysis for correlated data. Annu Rev Pub Health. 1993; 14: 42–68. [CrossRef]
Crewther DP. The role of photoreceptors in the control of refractive state. Prog Retin Eye Res. 2000; 19: 421–457. [CrossRef] [PubMed]
Crewther SG, Liang H, Junghans BM, Crewther DP. Ionic control of ocular growth and refractive change. Proc Natl Acad Sci USA. 2006; 103: 15663–15668. [CrossRef] [PubMed]
Crewther SG, Murphy MJ, Crewther DP. Potassium channel and NKCC cotransporter involvement in ocular refractive control mechanisms. PLoS One. 2008; 3: e2839. [CrossRef] [PubMed]
Alkozi HA, Wang X, Perez de Lara MJ, Pintor J. Presence of melanopsin in human crystalline lens epithelial cells and its role in melatonin synthesis. Exp Eye Res. 2017; 154: 168–176. [CrossRef] [PubMed]
Matynia A, Nguyen E, Sun X, et al. Peripheral sensory neurons expressing melanopsin respond to light. Front Neural Circuits. 2016; 10: 60. [CrossRef] [PubMed]
Castro-Correia J. Studies on the innervation of the uveal tract. Ophthalmologica. 1967; 154: 497–520. [CrossRef] [PubMed]
Kuwayama Y, Stone RA. Distinct substance P and calcitonin gene-related peptide immunoreactive nerves in the guinea pig eye. Invest Ophthalmol Vis Sci. 1987; 28: 1947–1954. [PubMed]
Delwig A, Chaney SY, Bertke AS, et al. Melanopsin expression in the cornea. Vis Neurosci. 2018; 35: E004. [CrossRef] [PubMed]
Lima LHRG, Scarparo AC, Isoldi MC, Visconti MA, Castrucci AML. Melanopsin in chicken melanocytes and retina. Biol Rhythm Res. 2006; 37: 393–404. [CrossRef]
Sikka G, Hussmann GP, Pandey D, et al. Melanopsin mediates light-dependent relaxation in blood vessels. Proc Natl Acad Sci USA. 2014; 111: 17977–17982. [CrossRef] [PubMed]
Berkowitz BA, Schmidt T, Podolsky RH, Roberts R. Melanopsin phototransduction contributes to light-evoked choroidal expansion and rod L-type calcium channel function in vivo. Invest Ophthalmol Vis Sci. 2016; 57: 5314–5319. [CrossRef] [PubMed]
McGlinn AM, Baldwin DA, Tobias JW, Budak MT, Khurana TS, Stone RA. Form deprivation myopia in chick induces limited changes in retinal gene expression. Invest Ophthalmol Vis Sci. 2007; 48: 3430–3436. [CrossRef] [PubMed]
Riddell N, Crewther SG. Novel evidence for complement system activation in chick myopia and hyperopia models: a meta-analysis of transcriptome datasets. Sci Rep. 2017; 7: 9719. [CrossRef] [PubMed]
Lan W, Feldkaemper M, Schaeffel F. Bright light induces choroidal thickening in chickens. Optom Vis Sci. 2013; 90: 1199–1206. [CrossRef] [PubMed]
Read SA. Ocular and environmental factors associated with eye growth in childhood. Optom Vis Sci. 2016; 93: 1031–1041. [CrossRef]
Kearney S, O'Donoghue L, Pourshahidi LK, Cobice D, Saunders KJ. Myopes have significantly higher serum melatonin concentrations than non-myopes. Ophthal Physiol Opt. 2017; 37: 557–567. [CrossRef]
Feldkaemper M, Schaeffel F. An updated view on the role of dopamine in myopia. Exp Eye Res. 2013; 114: 106–119. [CrossRef] [PubMed]
Zhou X, Pardue MT, Iuvone PM, Qu J. Dopamine signaling and myopia development: what are the key challenges. Prog Retin Eye Res. 2017; 61: 60–71. [CrossRef] [PubMed]
Stone RA, McGlinn AM, Chakraborty R, et al. Altered ocular parameters from circadian clock gene disruptions. PLoS One. 2019; 14: e0217111. [CrossRef] [PubMed]
Rucker FJ, Wallman J. Chick eyes compensate for chromatic simulations of hyperopic and myopic defocus: evidence that the eye uses longitudinal chromatic aberration to guide eye-growth. Vis Res. 2009; 49: 1775–1783. [CrossRef] [PubMed]
Carter RB . Eyesight: Good and Bad. 2nd ed. rev. London, UK: Macmillan and Co.; 1880.
Norton TT. Animal models of myopia: learning how vision controls the size of the eye. Institute Lab Animal Res J. 1999; 40: 59–77. [CrossRef]
Stone RA, Pardue MT, Iuvone PM, Khurana TK. Pharmacology of myopia and potential role for intrinsic retinal circadian rhythms. Exp Eye Res. 2013; 114: 35–47. [CrossRef] [PubMed]
Morgan IG. Myopia prevention and outdoor light intensity in a school-based cluster randomized trial. Ophthalmology. 2018; 125: 1251–1252. [CrossRef] [PubMed]
Sherwin JC, Reacher MH, Keogh RH, Khawaja AP, Mackey DA, Foster PJ. The association between time spent outdoors and myopia in children and adolescents: a systematic review and meta-analysis. Ophthalmology. 2012; 119: 2141–2151. [CrossRef] [PubMed]
Jensen LS, Matson WE. Enlargement of avian eye by subjecting chicks to continuous incandescent illumination. Science. 1957; 125: 741. [CrossRef] [PubMed]
Li T, Troilo D, Glasser A, Howland HC. Constant light produces severe corneal flattening and hyperopia in chickens. Vis Res. 1995; 35: 1203–1209. [CrossRef] [PubMed]
Oishi T, Murakami Y. Effects of duration and intensity of illumination on several parameters of the chick eye. Comp Biochem Physiol. 1985; 81A: 319–323. [CrossRef]
Stone RA, Lin T, Desai D, Capehart C. Photoperiod, early post-natal eye growth, and visual deprivation. Vis Res. 1995; 35: 1195–1202. [CrossRef] [PubMed]
Li T, Howland HC, Troilo D. Diurnal illumination patterns affect the development of the chick eye. Vis Res. 2000; 40: 2387–2393. [CrossRef] [PubMed]
Ashby R, Ohlendorf A, Schaeffel F. The effect of ambient illuminance on the development of deprivation myopia in chicks. Invest Ophthalmol Vis Sci. 2009; 50: 5348–5354. [CrossRef] [PubMed]
Ashby RS, Schaeffel F. The effect of bright light on lens compensation in chicks. Invest Ophthalmol Vis Sci. 2010; 51: 5247–5253. [CrossRef] [PubMed]
Chen S, Zhi Z, Ruan Q, et al. Bright light supresses form-deprivation myopia development with activation of dopamine D1 receptor signaling in the ON pathway in retina. Invest Ophthalmol Vis Sci. 2017; 58: 2306–2316. [CrossRef] [PubMed]
Cohen Y, Belkin M, Yehezkel O, Avni I, Polat U. Light intensity modulated corneal power and refraction in the chick eye exposed to continuous light. Vis Res. 2008; 48: 2329–2335. [CrossRef] [PubMed]
Cohen Y, Belkin M, Yehezkel O, Solomon AS, Polat U. Dependency between light intensity and refractive development under light-dark cycles. Exp Eye Res. 2011; 92: 40–46. [CrossRef] [PubMed]
Smith EL III Hung L-F, Huang J. Protective effects of high ambient lighting on the development of form-deprivation myopia in rhesus monkeys. Invest Ophthalmol Vis Sci. 2012; 53: 421–428. [CrossRef] [PubMed]
Tedja MS, Wojciechowski R, Hysi PG, et al. Genome-wide association meta-analysis highlights light-induced signaling as a driver for refractive error. Nat Genet. 2018; 50: 834–848. [CrossRef] [PubMed]
Hysi PG, Choquet H, Khawaja AP, et al. Meta-analysis of 542,934 subjects of European ancestry identifies hundreds of novel genes and genetic mechanisms predisposing to refractive error and myopia [published online ahead of print March 30, 2020]. Nat Genet. 2020; 52: 402–407, https://doi.org/10.1038/s41588-020-0599-0. [CrossRef]
Riddell N, Crewther SG. Integrated comparison of GWAS, transcriptome, and proteomics studies highlights similarities in the biological basis of animal and human myopia. Invest Ophthalmol Vis Sci. 2017; 58: 660–669. [CrossRef] [PubMed]
Tkatchenko TV, Troilo D, Benavente-Perez A, Tkatchenko AV. Gene expression in response to optical defocus of opposite signs reveals bidirectional mechanism of visually guided eye growth. PLoS Biol. 2018; 16: e2006021. [CrossRef] [PubMed]
Mure LS, Le HD, Benegiamo G, et al. Diurnal transcriptome atlas of a primate across major neural and peripheral tissues. Science. 2018; 359: eaao0318. [CrossRef] [PubMed]
Zhang R, Lahens NF, Ballance HI, Hughes ME, Hogenesch JB. A circadian gene expression atlas in mammals: implications for biology and medicine. Proc Natl Acad Sci USA. 2014; 111: 16219–16224. [CrossRef] [PubMed]
Cho Y, Ryu SH, Lee BR, Kim KH, Lee E, Choi J. Effects of artificial light at night on human health: a literature review of observational and experimental studies applied to exposure assessment. Chronobiol Int. 2015; 32: 1294–1310. [CrossRef] [PubMed]
Fonken LK, Nelson RJ. The effects of light at night on circadian clocks and metabolism. Endocr Rev. 2014; 35: 648–670. [CrossRef] [PubMed]
LeGates TA, Fernandez DC, Hattar S. Light as a central modulator of circadian rhythms, sleep and affect. Nat Rev Neurosci. 2014; 15: 443–454. [CrossRef] [PubMed]
Stevens RG, Brainard GC, Blask DE, Lockley SW, Motta ME. Adverse health effects of nighttime lighting: comments on American Medical Association policy statement. Am J Prev Med. 2013; 45: 343–346. [CrossRef] [PubMed]
Zelinski EL, Deibel SH, McDonald RJ. The trouble with circadian clock dysfunction: multiple deleterious effects on the brain and body. Neurosci Biobehav Rev. 2014; 40: 80–101. [CrossRef] [PubMed]
Holden BA, Fricke TR, Wilson DA, et al. Global prevalence of myopia and high myopia and temporal trends from 2000 through 2050. Ophthalmology. 2016; 123: 1036–1042. [CrossRef] [PubMed]
Nickla DL . Ocular diurnal rhythms and eye growth regulation: where we are 50 years after Lauber. Exp Eye Res. 2013; 114: 25–34. [CrossRef] [PubMed]
Figure 1.
 
Nonrestricted vision OU. Expression of clock and circadian rhythm–related genes over 24 hours in the retina and choroid of chicks with nonrestricted visual input OU. Because of nonnormal data distribution, the data were loge transformed. The mean transformed OS value at ZT 0 was subtracted from the transformed expression values for each gene and each eye at each time point, such that the mean value of the left eye across individuals is 0 at ZT 0. To aid visualization, the y-axis is scaled differently between genes, but individual genes are represented at the same scale between tissues and between the visual conditions. See Supplementary Tables S1 and S2 for data and statistical analyses. Red symbols, OD; blue symbols, OS.
Figure 1.
 
Nonrestricted vision OU. Expression of clock and circadian rhythm–related genes over 24 hours in the retina and choroid of chicks with nonrestricted visual input OU. Because of nonnormal data distribution, the data were loge transformed. The mean transformed OS value at ZT 0 was subtracted from the transformed expression values for each gene and each eye at each time point, such that the mean value of the left eye across individuals is 0 at ZT 0. To aid visualization, the y-axis is scaled differently between genes, but individual genes are represented at the same scale between tissues and between the visual conditions. See Supplementary Tables S1 and S2 for data and statistical analyses. Red symbols, OD; blue symbols, OS.
Figure 2.
 
Diffuser wear OD. Expression of clock and circadian rhythm–related genes over 24 hours in the retina and choroid of chicks wearing a diffuser OD. Because of nonnormal data distribution, the data were loge transformed. The mean transformed OS value at ZT 0 was subtracted from the transformed expression values for each gene and each eye at each time point, such that the mean value of the left eye across individuals is 0 at ZT 0. To aid visualization, the y-axis is scaled differently between genes, but individual genes are represented at the same scale between tissues and between the visual conditions. See Supplementary Tables S3 and S4 for data and statistical analyses. Red symbols, diffuser-wearing eye (OD); blue symbols, contralateral eye with intact vision (OS).
Figure 2.
 
Diffuser wear OD. Expression of clock and circadian rhythm–related genes over 24 hours in the retina and choroid of chicks wearing a diffuser OD. Because of nonnormal data distribution, the data were loge transformed. The mean transformed OS value at ZT 0 was subtracted from the transformed expression values for each gene and each eye at each time point, such that the mean value of the left eye across individuals is 0 at ZT 0. To aid visualization, the y-axis is scaled differently between genes, but individual genes are represented at the same scale between tissues and between the visual conditions. See Supplementary Tables S3 and S4 for data and statistical analyses. Red symbols, diffuser-wearing eye (OD); blue symbols, contralateral eye with intact vision (OS).
Figure 3.
 
Minus 10-D lens wear OD. Expression of clock and circadian rhythm–related genes over 24 hours in the retina and choroid of chicks wearing a minus 10-D spectacle lens OD. Because of nonnormal data distribution, the data were loge transformed. The mean transformed OS value at ZT 0 was subtracted from the transformed expression values for each gene and each eye at each time point, such that the mean value of the left eye across individuals is 0 at ZT 0. To aid visualization, the y-axis is scaled differently between genes, but individual genes are represented at the same scale between tissues and between the visual conditions. See Supplementary Tables S5 and S6 for data and statistical analyses. Red symbols, lens-wearing eye (OD); blue symbols, contralateral eye with intact vision (OS).
Figure 3.
 
Minus 10-D lens wear OD. Expression of clock and circadian rhythm–related genes over 24 hours in the retina and choroid of chicks wearing a minus 10-D spectacle lens OD. Because of nonnormal data distribution, the data were loge transformed. The mean transformed OS value at ZT 0 was subtracted from the transformed expression values for each gene and each eye at each time point, such that the mean value of the left eye across individuals is 0 at ZT 0. To aid visualization, the y-axis is scaled differently between genes, but individual genes are represented at the same scale between tissues and between the visual conditions. See Supplementary Tables S5 and S6 for data and statistical analyses. Red symbols, lens-wearing eye (OD); blue symbols, contralateral eye with intact vision (OS).
Figure 4.
 
Plus 10-D lens wear OD. Expression of clock and circadian rhythm–related genes over 24 hours in the retina and choroid of chicks wearing a plus 10-D spectacle lens OD. Because of nonnormal data distribution, the data were loge transformed. The mean transformed OS value at ZT 0 was subtracted from the transformed expression values for each gene and each eye at each time point, such that the mean value of the left eye across individuals is 0 at ZT 0. To aid visualization, the y-axis is scaled differently between genes, but individual genes are represented at the same scale between tissues and between the visual conditions. See Supplementary Tables S7 and S8 for data and statistical analyses. Red symbols, lens-wearing eye (OD); blue symbols, contralateral eye with intact vision (OS).
Figure 4.
 
Plus 10-D lens wear OD. Expression of clock and circadian rhythm–related genes over 24 hours in the retina and choroid of chicks wearing a plus 10-D spectacle lens OD. Because of nonnormal data distribution, the data were loge transformed. The mean transformed OS value at ZT 0 was subtracted from the transformed expression values for each gene and each eye at each time point, such that the mean value of the left eye across individuals is 0 at ZT 0. To aid visualization, the y-axis is scaled differently between genes, but individual genes are represented at the same scale between tissues and between the visual conditions. See Supplementary Tables S7 and S8 for data and statistical analyses. Red symbols, lens-wearing eye (OD); blue symbols, contralateral eye with intact vision (OS).
Table 1.
 
Assayed Genes
Table 1.
 
Assayed Genes
Table 2.
 
Gene Expression Over 24 Hours: Summary of Statistically Significant Effects
Table 2.
 
Gene Expression Over 24 Hours: Summary of Statistically Significant Effects
Table 3.
 
Gene Expression Over Time: OD Versus OS
Table 3.
 
Gene Expression Over Time: OD Versus OS
Table 4.
 
Times of Highest Gene Expression
Table 4.
 
Times of Highest Gene Expression
×
×

This PDF is available to Subscribers Only

Sign in or purchase a subscription to access this content. ×

You must be signed into an individual account to use this feature.

×