 |
| Volume 5, Number 6, Article 6, Pages 543-555 |
doi:10.1167/5.6.6 |
http://journalofvision.org/5/6/6/ |
ISSN 1534-7362 |
Higher order monochromatic aberrations of the human infant eye
Jingyun Wang |
Indiana University School of Optometry, Bloomington, IN, USA |
|
T. Rowan Candy |
Indiana University School of Optometry, Bloomington, IN, USA |
|
Abstract
The monochromatic optical aberrations of the eye degrade retinal image quality. Any significant aberrations during postnatal development could contribute to infants’ immature visual performance and provide signals for the control of eye growth. Aberrations of human infant eyes from 5 to 7 weeks old were compared with those of adult subjects using a model of an adultlike infant eye that accounted for differences in both eye and pupil size. Data were collected using the COAS Shack-Hartmann wavefront sensor. The results demonstrate that the higher order aberrations of the 5-to-7-week-old eye are less than a factor of 2 greater than predicted for an adultlike infant eye of this age. The data are discussed in the context of infants’ visual performance and the signals available for controlling growth of the eye.
History
Received December 15, 2004; published June 23, 2005
Citation
Wang, J. & Candy, T. R. (2005). Higher order monochromatic aberrations of the human infant eye.
Journal of Vision, 5(6):6, 543-555,
http://journalofvision.org/5/6/6/,
doi:10.1167/5.6.6.
Keywords
visual development, optical aberrations, human infant
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The visual performance of human infants improves
dramatically after birth. The spatial contrast sensitivity function matures over
a number of months so that both the resolution limit and peak sensitivity to
contrast increase by approximately a factor of 10 during the first postnatal
year (reviewed by Teller, 1997).
A number of studies have
sought to determine the structural immaturities that limit performance in the
neonatal visual system (in humans, see Brown, Dobson, & Maier, 1987; Banks & Bennett, 1988; Wilson, 1988; Candy, Crowell, & Banks, 1998; in macaque, see Boothe, 1982; Jacobs & Blakemore, 1988; Kiorpes, Tang, Hawken, & Movshon,
2003). These analyses incorporated
immaturities in dimensions of the eye, the photoreceptors, and the receptive
field properties of neurons. The studies of human development were unable to
fully address the role of the eye’s optical quality because the available
data were limited to the lower order aberrations of defocus and astigmatism
(reviewed by Saunders, 1995). One
previous study had noted the presence of spherical aberration in human infant
eyes but had not measured it (Molteno & Sanderson, 1984). The studies of infant macaques,
however, were able to incorporate data from a study conducted by Williams and
Boothe ( 1981). They used a double-pass
technique to measure the optical transfer function (OTF) of the infant monkey
eye. These data demonstrated a small maturation of the OTF over the first 13
weeks after birth, but clearly showed that the optical quality of the newborn
monkey eye was superior to the resolution of their visual system as a whole. In
those experimental viewing conditions, the macaque OTF extended out to 32 cpd at
an age when visual acuity is only 1-2 cpd (Teller, Regal, Videen, & Pulos,
1978).
The
higher order optical aberrations, beyond defocus and astigmatism, are unlikely
to dramatically limit human infants’ visual performance. Fundus details
are easily resolved during an infant eye examination (Cook & Glasscock, 1951) and a recent study demonstrated almost
adultlike resolution of stages of the infant visual system preceding the first
major nonlinearity (Candy & Banks, 1999). However, given the structural
differences between infant and adult eyes, optical quality of the infant eye may
differ significantly from that of the adult. The length of the human newborn eye
is approximately two-thirds of the adult length (e.g., Larsen, 1971; Fledelius, 1992; Denis et al., 1993), the cornea has greater curvature than
in the adult (Mandell, 1967; Inagaki, 1986; Insler, Cooper, May, & Donzis, 1987), and the lens undergoes significant
postnatal reconfiguration (Gordon & Donzis, 1985; Wood, Mutti, & Zadnik, 1996). In fact, coordinated growth of the eye
over the first two postnatal years leads to a loss of 20-30 D of total optical
power while approximate emmetropia is maintained (Bennett & Francis, 1962).
At
a more detailed level, the distribution of individual higher order aberrations
in the infant eye is of particular interest (e.g., coma or spherical
aberration). In the presence of defocus alone, the retinal image is the same for
equal amounts of myopic and hyperopic defocus. The visual system therefore
requires an additional signal to determine the sign or direction of any defocus.
Higher order monochromatic aberrations have been proposed to provide retinal
image cues that guide the control of defocus through accommodation and
emmetropization (Wilson, Decker, & Roorda, 2002; Wallman & Winawer, 2004). The types and amount of aberrations
present in the infant eye need to be understood to assess their potential role
in these processes. The growth of the cornea and lens has also been proposed to
be coordinated with each other, so that their combined aberrations become lower
than those of either the cornea or the lens alone (Kelly, Mihashi, &
Howland, 2004; Artal, Giurao, Berrio, &
Williams, 2001). What is the pattern of the
combined aberrations at birth? Does this pattern change with further growth of
the cornea and lens?
The
goal of this study was to measure the higher order monochromatic aberrations of
the human infant eye and to compare them with those of the adult. The impact of
these aberrations on retinal image quality was assessed, as was their potential
for signaling defocus to the developing visual
system.
Monochromatic aberrations were measured using a
Complete Ophthalmic Analysis System Aberrometer (COAS) manufactured in 2000
(Wavefront Sciences Inc., Albuquerque, NM). The COAS incorporates a
Shark-Hartmann wavefront sensor that samples the wavefront emanating from a
point object generated on the retina. The sensor takes up to 44 x 33
simultaneous, evenly distributed samples of the local slope of the wavefront
using a lenslet array. The lenslets have a separation of 288 µm in the
entrance pupil plane. The shape of the wavefront leaving the eye can then be
interpolated, reconstructed, and described using Zernike polynomials. The
design, validation, and reliability of the COAS aberrometer at Indiana
University have been described previously (Cheng, Himebaugh, Kollbaum, Thibos,
& Bradley, 2003, 2004).
Twenty-two full-term infants from 5-to-7-weeks old and
one parent of each infant were recruited from the public birth records and the
local community. None of the subjects had any clinically significant ocular
abnormalities. The parents provided informed consent after the study had been
fully explained to them. The protocol had been reviewed and approved by the
local Indiana University Institutional Review Board (See Appendix A for a discussion of retinal light
exposure).
One Shack-Hartmann image was collected from the right
eye of each subject in dim room illumination. The luminance of the instrument
case around the viewing aperture was 20 cd/m2. The illumination was
made bright enough to provide a clear image of the eye for alignment purposes,
but kept at the minimum usable value to maximize the subject’s pupil size.
The subjects wore no optical
correction.
The adult subjects were asked to fixate the center of
the instrument’s fixation target while their head was placed in the
chin-rest. The instrument was then aligned with their entrance pupil such that
the exiting beam from the pupil was centered on the instrument’s
measurement axis and lenslet array.
The infants could not be asked to fixate the fixation
target in the instrument and therefore their alignment had to be performed
objectively. The chin-rest was removed and the infant’s chin gently rested
in an experimenter’s hand while the experimenter aligned the infant using
real-time video. The video contained an image of the eye and a series of
1 st Purkinje images generated by LEDs adjacent to the
instrument’s viewing aperture (see Figure B1). Aberration data were collected only when the experimenter holding the infant and another observer operating the COAS were in agreement that the image of the eye was in focus and all Purkinje images fell within the infant’s entrance pupil (as demonstrated in Figure B1). This criterion led to an estimate of the deviation between the measurement and pupillary axes of less than 10 deg (see Appendix B). Assuming that the neonatal line
of sight sits an average of 8 deg nasally from the pupillary axis, this limit
would define an extreme range for the measurement axis from 2 deg nasally to 18
deg temporally from the line of sight (Slater & Findlay, 1972; Riddell, Hainline, & Abramov, 1994; Wick & London, 1980).
Figure 1.
Shack-Hartmann images collected from subjects wearing no optical correction. A.
Twelve infants between 5 and 7 weeks old. B. Adults. Each adult is a parent of
the infant in the corresponding location in A.
Aberration estimates and image quality both vary with
pupil size, so comparisons of optical quality between eyes are typically made
after equating pupil size (e.g., Thibos, Hong, Bradley, & Cheng, 2002). This is appropriate for comparing
eyes of the same axial length but will result in unequal numerical apertures in
eyes of different sizes, such as infant and adult eyes.
We therefore developed
predictions for an adultlike eye scaled to the size of an infant eye (see Appendix C). The adultlike eye was a
three–dimensionally (3D) scaled version of the adult eye with adultlike
refractive indices. This adultlike eye therefore included a pupil size scaled
down by the ratio of eye sizes. With such a model, the wavefront root mean
square (RMS) error of the scaled adultlike eye will differ from that of the
adult eye by the scaling factor (see also Howland, 2005), whereas the adult and adultlike point
spread functions (PSFs) will be approximately matched in angular units (although
the effect of diffraction on the PSFs will scale with pupil size).
The axial length of the
human newborn eye is approximately two-thirds of the adult axial length (e.g.,
Larsen, 1971; newborn mean axial length of
16.6 mm and adult mean axial length of 24.0 mm). This scaling factor was used to
estimate the difference in eye size between adults and infants and to generate
the scaled adultlike predictions. The pupil sizes used for the aberrometry
analysis were scaled by this ratio (pupil diameters of 3 mm were used for
infants and 4.5 mm for adults). Zernike coefficients up to the
6 th order and the combined RMS wavefront
error were then calculated for each individual subject according to the Optical
Society of America (OSA) recommended standards (Thibos, Applegate,
Schwiegerling, & Webb, 2002). Thus the
infant RMS data would be considered adultlike if they equaled two-thirds of the
real adult values, and the infant PSFs would be considered adultlike if they had
approximately the same angular size as the real adult data.
Data were successfully collected from all of the adults
and 17 of the 22 infant subjects. The remaining five infants were either too
sleepy or
fussy.
Shack-Hartmann images from infant subjects were
included in the analysis if the natural pupil size was greater than 3 mm, and
there were no missing centroids in the analyzed pupil area. These criteria
permitted inclusion of data from 12 of the infant subjects, whose pupil sizes
ranged from 3.06 mm to 4.65 mm. Data from
these infants’ parents were used for the adult analysis. In this adult
group, the pupil size ranged from 4.52 mm to 6.58 mm (all 12 adults therefore
had pupil sizes greater than the required 4.5 mm). The Shack-Hartmann images
from the 12 included infant eyes are shown in Figure 1, panel A, and from the adults in Figure 1, panel B. The adult images include a bright spot caused by the reflection of the collimated super-luminescent diode beam. The infant images typically do not include this spot, indicating that the subjects were displaced laterally from exact alignment with the instrument (this has been shown to have little impact on the measurements; Cheng, Himebaugh et al., 2003).
The data in Table 1 illustrate that, in the viewing
conditions used, the ratio of actual infant to adult pupil sizes closely
approximated the 2:3 ratio used in the analysis. Therefore, the theoretically
motivated use of a common numerical aperture actually closely reflects the
physiological pupil size ratio for these
subjects.
Table 1. Infant and
adult measured pupil sizes.
The distribution of 2 nd-order Zernike
coefficients for individual infant and adult subjects is shown in Figure 2.
t tests indicated that there were no
significant differences between the infant and adult means for either of the
astigmatic terms
( Z2–2:
p =
.429;
Z2+2:
p = .718). Overall, there was also no
significant difference in the defocus term at this sample size
( Z20,
p =.152), even though some of the
adults were myopic and we could not instruct the infants to accommodate
accurately to the target. Infants in this age range are typically hyperopic
(Cook & Glasscock, 1951; Mayer, Hansen,
Moore, Kim, & Fulton, 2001), but
overaccommodate for distant targets such as the one presented in the COAS
(Banks, 1980). The
Z20
coefficients were converted to equivalent diopters giving a mean absolute
magnitude of defocus of 1.79 D, SD
± 2.35, for the adults, and 1.62D,
SD ± 0.71, for the infants (see Appendix C,
Equation
2).
Figure 2. Second-order Zernike coefficient
values. The variance in the adult
Z20
data occurred because some of the subjects are myopic (positive coefficients
correspond to myopic focus).
3rd-, 4th-, and 5th-order aberrations
The distribution of
3 rd-to-5 th-order Zernike coefficient values is shown for
the infant and adult groups in Figure 3, panel A. The mean values are all comparable and close to zero in the two groups. A Hotelling T2 test suggested that the vector of mean coefficients was not
significantly different between groups, F
= 0.699, df1 = 22, df2 = 1, p =
.756. The difference between the groups for each individual Zernike component
was also analyzed in a two-sample t
test (with no correction for multiple tests). The only component to reach a
t test
p value of < .05 for the difference
between the groups was
Z4+4
( p = .014). This was not considered
highly significant given the large number of
t tests being performed. The
Z40 spherical
aberration term had a p value of .091.
One-sample t tests were also performed
to determine whether the individual 3 rd-to-5 th-order
components differed significantly from a mean of zero. In the adult data, the
components that reached a t test
p value of < .05 were
Z5–1
( p = .015) and
Z5–3
( p=.031). The
Z40 term had a
p value of .051. In the infant data,
the components that reached a t test
p value of < .05 were
Z4+2
( p=.019) and
Z4+4
( p=.026). The
Z40 term for that
group had a p value of .93. These
values < .05, again, were not considered highly significant due to the large
number of tests being performed, although the adult data are consistent with the
literature finding positive values of
Z40 (e.g.,
Thibos, Hong et al., 2002). Overall,
these data suggest that there is no consistent trend in the sign of the
coefficients within the populations, and that the infant distribution is not
dramatically different from that of the adult.
Figure 3. Infant and adult
3rd-to-5th-order
Zernike coefficients. A. Mean and standard deviation of the individual values.
B. Mean and standard deviation of the absolute magnitudes.
The distributions of
absolute magnitude of each Zernike coefficient are shown in Figure 3, panel B. Both the adult and infant data in this figure are consistent with the previous adult literature in that they show a decrease in the mean magnitude with increasing order (Liang & Williams, 1997; Porter, Guirao, Cox, & Williams, 2001; Thibos, Hong et al., 2002; Castejon-Mochon, Lopez-Gil, Benito,
& Artal, 2002). A Hotelling
T2
test suggested no significant difference between the distribution of
infant and adult absolute coefficient values,
F = 1.720, df1 = 22, df2 = 1,
p=.546, and the components that reached
a p value of < .05 in
t tests of the difference between
groups for individual components were
Z4+4
( p=.014),
Z3–1
( p = .047), and
Z40
( p =
.021).
The Zernike coefficients from the 3 rd to
6 th order were combined to form RMS errors in Figure 4. The RMS wavefront error is shown for
each subject and individual order, and then for each subject for the combined
3 rd to 6 th orders. The lowest
p value resulting from
t tests of the difference between
infants and adults for each of these variables was
p = .337, which was considered
insignificant.
Figure 4. RMS wavefront error for
individual subjects. The data are presented for each of the
3rd to
6th orders separately and
then as a combined higher order value.
The model of an adultlike infant eye developed in Appendix C predicts that the real infant RMS
values should equal two-thirds of the real adult values. To test this
prediction, two-sample t tests were
performed as a function of scale factor applied to the adult data. The results
indicated that the infant and adult combined RMS (3 rd to
6 th order) were most similar when the adult data were scaled by 0.87
(the p value for the adult data scaled
by the adultlike model of 0.67 was 0.076, for the adult data scaled by 0.8 was
0.580, scaled by 0.87 was 0.977, and scaled by 0.9 was 0.793). That is, when
employing the same numerical aperture, infant eyes have an RMS that is 0.87 that
of adult eyes, not the 0.67 predicted by the simple scaled eye model. Thus, the
data suggest that the mean higher order aberrations of the infant eye are
somewhat larger (by 20% of the mean adult value) than predicted by the adultlike
model. This mean difference is small when compared with immaturities in
infants’ visual performance at this age and the range of higher order
aberrations seen in both adult and infant eyes.
Radial modulation transfer functions
Adult and infant mean optical modulation transfer
functions (MTFs) are shown in Figure 5. These
functions were calculated from the wavefront error maps. Each MTF function is
averaged over meridia and includes the effects of aberrations from the
3 rd to 6 th order. These data again suggest that the
infants’ higher order optical quality is slightly worse than that of
adults at 5 to 7 weeks after birth. For example, at 10 c/deg, the infant optics
transfer a mean of 20% of the object contrast to the image, whereas adult optics
transfer a mean of 33%. Interestingly, if we
compare the contrast transferred at spatial frequencies scaled to the acuity
limit, we find the reverse is true. For example, at 50% of the adult resolution
limit ( ~25 c/deg), only 11% is
transferred, but at 50% of the infant resolution limit
( ~1 c/deg), 93% is transferred.
Thus, although the infant optics are inferior to those in the adult eye, they
are more efficient at transferring a neurally detectable signal to the retinal
image.
Figure 5. Mean and standard deviation of
the infant and adult radial-average MTF data. Aberrations from
3rd to
6th order were included.
Pupil sizes were set to 3 mm and 4.5 mm for infants and adults,
respectively.
The PSFs for the 3 rd-to-6 th-order
aberrations were calculated using Fourier optics. PSF width was quantified using
the equivalent width metric (Thibos, Hong, Bradley, & Applegate, 2004), which gives the width of a uniform
circular PSF with the same intensity as the peak of the actual PSF. The mean
adult value was 1.57 arcmin
( SD ±
0.49) and the mean infant value was 2.07 arcmin
( SD ± 0.48). These distributions
were significantly different ( p =
.016), implying again that the effect of higher order aberrations is somewhat
more disruptive to retinal image quality in infants than in adults. An adultlike
infant eye was predicted to have the same angular PSF width as the real adults
( Appendix
C). Correlation between infants and parents
The fact that the adult data were collected from the
infants’ parents (9 mothers and 3 fathers) allowed us to determine whether
an infant’s higher order aberrations were more correlated with their
parent than any of the other adult subjects. The first analysis is shown in Figure 6, panel A. The x-axis represents infant subject
number, and the y-axis represents the
correlation between that infant’s set of
3 rd-to-6 th-order coefficients and an adult’s. The black symbols show each infant’s correlation with their own parent, and the small gray symbols show the correlation with each of the other adults. The horizontal line shows the level at which the correlation becomes significant at the .01 level (one-tailed test, alpha level = 0.01, df = 10, r = 0.658, with a null hypothesis of
zero correlation and an alternative hypothesis that the correlation is positive,
with no compensation for multiple tests). The graph demonstrates that the
correlation between individual infants and their parents is inconsistent across
infants, and also that the range of correlations with parents across the group
approximates the range of correlations between each infant and any other adult.
These correlations are typically insignificant, with only 4 (2 with parent and 2
with another adult) of the total 144 correlations reaching significance at the
0.01 level.
Figure 6.
A. Correlation between infant and adult
3rd-to-6th-order Zernike coefficient values. Black symbols represent the correlation between an infant and their parent across the set of coefficients. Gray symbols represent the correlation between the infant and the other adults. The line represents threshold for a significant positive correlation at the 0.01 level. B. Correlation between infant and adult distributions of each Zernike coefficient. Black symbols represent the correlation between infants aligned with their parents. Gray symbols represent the correlation between the infants and adults in a different alignment. The line represents threshold for a significant positive correlation at the 0.01 level.
An alternative analysis is shown in Figure 6, panel B. In this graph the x-axis represents individual Zernike
coefficients, and the y-axis represents
the correlation of that coefficient in the infant group with the adult group.
The black symbols show the correlations when the infants are all aligned with
their parents, and the small gray symbols show the correlations when the infants
are compared with the other possible arrangements of the adult group (each
infant matched with each adult only once). The horizontal line again shows the
level at which the correlation becomes significant (one-tailed test, alpha level
= 0.01, df = 20, r = 0.492, with a null
hypothesis of zero correlation and an alternative hypothesis that the
correlation is positive, with no compensation for multiple tests). The aligned
infant and parent correlations are very variable. The cases where the parent
correlation is clearly greater than the correlation with other adults are
Z3-3,
Z4-2,
and Z40. The
parent correlations for
Z3-3
and Z40 are also
greater than the 0.01 significance level for the one-tailed test, although given
the number of correlations calculated (264), this is not strong evidence of
significance at least for this sample size.
Higher order monochromatic aberrations were measured in
human infant and adult eyes. The wavefront errors (defined as individual Zernike
coefficients or overall wavefront RMS) of 5-to-7-week-old eyes differed little
from adult eyes when the pupil size was scaled to maintain a constant numerical
aperture. The ratio of infant to adult natural
pupil sizes in these experimental conditions was consistent with the constant
numerical aperture scaling, and therefore suggests that the adult and infant
wavefront errors were also comparable in natural viewing.
The RMS data are not consistent with a hypothesis that
the infant eye is a 3D-scaled version of the adult eye with adultlike refractive
indices. That model predicts smaller RMS in the infant eyes than the adult eyes
by a factor of two-thirds (see Appendix C).
Howland ( 2005)
has recently developed the same prediction for equivalent optical quality
in eyes of different sizes, and extended the analysis to include relative pupil
size changes in the eyes being compared.
The infant and adult RMS data were most similar when
the adult data were scaled by a factor of 0.87, suggesting that the infant
aberrations are somewhat greater than the adultlike prediction. There are a
number of possible explanations for this result.
We were unable to direct the infants’
accommodative response to the instrument’s fogged distant target. Infants
aged 5-7 weeks tend to be hyperopic and to overaccommodate to distant targets
(Banks, 1980). Thus the infants are likely
to have been exerting accommodative effort when the measurements were made. The
adults could be instructed to fixate the target and had a range of refractive
errors. The adults were therefore unlikely to be matched with the infants for
accommodative effort during data collection. He, Burns, and Marcos ( 2000) (first 35 terms with defocus excluded) and
Cheng, Barnett et al. ( 2004)
(2 nd to 6 th order excluding defocus) have both
noted minimal change in adult higher order RMS for accommodative efforts from
0-3 D, but an increase in RMS of almost a factor of 2 between 3 D and 6 D of
effort. If the infant eyes also exhibit this behavior, the relatively greater
RMS in the infant eyes could result from their increased accommodative effort.
If this were the case, the infant RMS may actually be closer to the adult
prediction for a matched accommodative response (although any increase in
aberrations associated with the myopic refractive errors of the adults could
negate the increase due to the accommodation in the infants (Collins, Wildsoet,
& Atchison, 1995; Carkeet, Luo, Tong,
Saw, & Tan, 2002; Llorente, Barbero,
Cano, Dorronsoro, & Marcos, 2004;
but see Cheng, Bradley, Hong, & Thibos, 2003).
The
studies of aberrations as a function of accommodation in adults have also
demonstrated that spherical aberration
( Z40) becomes
less positive with increasing accommodation (He et al.,
2000; Cheng,
Barnett et al., 2004). If this is also true
in infants, the spherical aberration data ( Figure
3) are also consistent with the infants exerting a greater accommodative
effort than the adults. The mean
Z40
coefficient is less positive in the infants than in the adults. An alternative
interpretation of these data is that the positive increase in mean
Z40 with age is
consistent with the same trend seen across the adult age range (McLellan,
Marcos, & Burns, 2001; Glasser
& Campbell, 1998).
Poor
fixation control in the infant group might provide another explanation for the
relatively larger RMS aberrations in the infant eyes. The adult aberrations were
measured along the line of sight, but this may not be the case for the infant
eyes. Our observation of pupil and Purkinje images indicates that the infant
data were collected within ± 10 deg of the pupillary axis. Optical
aberrations tend to increase with increasing eccentricity in adults (Jennings
& Charman, 1981; Navarro, Moreno,
& Dorronsoro, 1998; Cheng, Himebaugh
et al., 2004), and if infant eyes
demonstrate the same characteristic, it is possible that the infant aberrations
would have been slightly lower if we were able to measure them closer to the
line of sight. If correct, this explanation also implies that foveal retinal
image quality in the infant eye may actually be even more similar to that of
adults than we have observed.
Alternatively,
if the relative increase in infant RMS is a true indication that the infant
aberrations are greater than in the adult eye, this increase may result from the
immature steeper and more powerful dimensions of the ocular structures (e.g.,
Mandell, 1967; Inagaki, 1986; Insler et al., 1987) or the infant eye having a higher
refractive index than found in adults (the adultlike prediction generated in Appendix C was based on adultlike refractive
indices) (Wood et al., 1996).
Effect of higher order monochromatic aberrations on visual performance
The poorer MTFs ( Figure
5) and larger equivalent width of the 5-to-7-week-old higher order PSFs both
suggest a slightly inferior image quality relative to adults. This difference
may be due to the accommodative or fixation factors mentioned above or be fully
attributable to fundamental differences in optical quality. This likely upper
bound estimate of the difference between infants and adults can be approximated
in diopters of defocus using the concept of “equivalent defocus”
(Thibos, Hong et al., 2002; see Equation 2 in Appendix C). This conversion provides the
diopters of defocus necessary to generate the same level of wavefront RMS. The
3 rd-to-6 th-order RMS of adult
and infant eyes are equivalent to 0.22 D
( SD ± 0.09) and 0.43D
( SD ± 0.13), respectively, and
thus the difference between them is equivalent to 0.21 D of defocus.
The cutoff of the preferential-looking contrast
sensitivity function at 5-7 weeks old is approximately 2 cycles/deg (Atkinson,
Braddick, & Moar, 1977; Banks &
Salapatek, 1978). A visual system with this
acuity is not sensitive to subtle changes in focus, as quantified by Green,
Powers, and Banks ( 1980), who predicted a
depth of focus of approximately ± 1 D at this age (based on infants’
acuity and pupil size). Thus the 0.43 D of absolute equivalent defocus is
unlikely to have a large impact on infants’ visual performance, and the
0.21 D increase relative to adults would have even less effect.
It
is also interesting to note that the Nyquist limit of the foveal infant
photoreceptor array falls well within the bandwidth of their OTF. Based on inner
segment spacing, Candy et al. ( 1998)
calculated a newborn foveal Nyquist limit of approximately 15 cpd. Based on the
MTF data in Figure 5, the 5-to-7-week-old
infant eye would pass more than 10% of the contrast in a stimulus at that
spatial frequency. These data support the potential for aliasing of periodic
patterns in the young infant eye, although the effect of any aliasing on
perception will depend on the spatial frequency and contrast of the alias
itself, plus the amounts of lower order aberrations—defocus and
astigmatism—in the image. Foveal vision in the adult eye is protected from
aliasing because the optics of the eye do not transmit sufficient contrast at
spatial frequencies higher than the Nyquist limit of the photoreceptor sampling
array (Campbell & Green, 1965;
Williams, 1985).
The role of monochromatic aberrations in the development of the visual system
It has been shown that adult observers can distinguish
hyperopic from myopic defocus using higher order monochromatic aberrations in
defocused PSFs (Wilson et al., 2002). It
has also been suggested that these differences in the PSFs may play a role in
the control of both infant accommodation and emmetropization processes (reviewed
by Wallman & Winawer, 2004). We have
examined the nature of this cue derived from our aberration data. Using Fourier
optics, we computed PSFs for three representative infant eyes for a range of
defocus levels (a through-focus analysis of the PSF). These PSFs are shown in Figure 7. It is clear that positive and negative defocus
generate discriminable PSFs in two of the three infants (A and C) and thus that
the cue could be used to control the direction of accommodation and
emmetropization in these individuals. However, for this cue to be employed, it
must be detectable. Its visibility will therefore once more depend on
photoreceptor sampling and neural processing of the image, as in the case of
spatial aliases.
Figure 7. Through-focus PSFs for three
infants. In each case defined amounts of defocus were added to the higher order
(3rd to
6th) aberrations of the
infant eye. These three individuals demonstrate the variability in PSFs across
infants and the differing effects of defocus. Positive and negative defocus have
different effects for infants A and C, but equal effects on the PSF of infant B
(this difference between infants is the result of individual differences in the
ratio of even- and odd-order aberrations).
The
variability of the Zernike coefficients across individuals also implies that the
PSF can be dramatically different for any two infants (as shown in Figure 7). This variability suggests that any mechanism
responsible for interpreting defocus in the PSF using higher order aberrations
would need to be calibrated for the individual’s optics. The accuracy of
the interpretation might also be strongly influenced by changes in an
individual’s ocular aberrations with growth of the eye (Kelly et al., 2004; Artal et al., 2001).
Given the hereditary component of myopia development in
humans (Hammond, Snieder, Gilbert, & Spector, 2001; Rose, Morgan, Smith, & Mitchell,
2002; Mutti, Mitchell, Moeschberger, Jones,
& Zadnik, 2002), one might ask whether
there is a correlation between the optics of the eyes of infants and their
parents. For this sample size, there was no consistent correlation between the
set of coefficients in an infant and their parent, and the range of correlations
for related individuals approximated that between infants and unrelated adults.
It is possible, however, that the correlations would have been higher if the
parent and infant aberrations could be compared at the same age. The
parent’s aberrations may have more closely correlated with their
infant’s during their own infancy, but then have changed as their eye grew
or their refractive error changed (Artal et al., 2001).
The
coefficient showing the most significant positive correlation between infants
and their parents was
Z40 spherical
aberration (even though it had one of the larger differences between adult and
infant mean amplitudes in Figure 3). There is
some evidence of a correlation between the amount of spherical aberration and
refractive error in adults (Collins et al., 1995; Carkeet et al., 2002; Llorente et al., 2004; but see Cheng, Bradley et al., 2003), and so it could be interesting to
explore more closely this coefficient and its relationship with current and
future refractive error in infants. Overall, these correlations might obviously
be increased if the infant alignment were controlled.
The
low levels of monochromatic aberrations and the population means of
approximately zero for almost every aberration in adults (Liang & Williams,
1997; Porter et al., 2001; Thibos, Hong et al., 2002; Castejon-Mochon et al., 2002) combined with the elegant
compensatory relationship between the corneal and lenticular aberrations (Artal
et al., 2001; Kelly et al., 2004) are possibly indicative of a postnatal
emmetropization-like process that refines higher order aberrations (Kelly et
al., 2004). However, the observations from
our infant eyes, that they also have low levels of aberrations and that their
population means are also almost zero, seem to suggest that if present any
active feedback process does not change the overall aberrations of the eye
dramatically.
After performing routine calculations to confirm that
the retinal exposure generated by the COAS falls within ANSI standards
established for adult eyes (ANSI Z136.1, 2000), the question that remains is whether the
biological tissue in the developing infant eye is more susceptible to damage
than in the adult eye. Is the human threshold for light damage lower in the
developing eye than in the mature eye? This question cannot be answered
definitively in animal models because of potential species differences. A
theoretical analysis of relevant immaturities in the human infant eye was
therefore undertaken before conducting this study.
The super-luminescent diode
in the COAS system generates an image of a point source on the retina at a
wavelength of 850 nm. This wavelength presents a potential photothermal hazard
to the posterior segment of the eye, through heat generation and temperature
elevation in structures containing pigments that absorb near infrared (IR)
(Sliney & Wolbarsht, 1980, p. 126).
The risk to photoreceptors
in adults is small because the photopigments absorb very little at this
wavelength. Human infants have immature photoreceptors with even less
photopigment than those of the adult. Yuodelis and Hendrickson ( 1986) found neonatal human outer segments
to be shorter than those of an adult by a factor of approximately 10. Thus,
infant photoreceptors would absorb even fewer photons than adult
photoreceptors.
After passing through the photoreceptor layer, near IR
will be absorbed by the melanin pigment in the retinal pigment epithelium (RPE)
or by hemoglobin in the choroid. The chief concern is absorption in the RPE (see
Sliney & Wolbarsht, 1980, Figure
4.16). The proportion of photons absorbed by the RPE depends on the density of
melanin granules in its cells, and unfortunately there is little developmental
human data available on this topic. Studies have noted that the RPE has become
an adultlike single layer of cells with some pigment by 2 months of gestation
(Mund, Rodrigues, & Fine, 1972;
Hollenberg & Spira, 1973), and
that pigment melanosomes are formed from the
7 th
to 27 th week of gestation (Mund et al, 1972), but the absolute density of pigment has
not been plotted as a function of age. However, of relevance to the current
study, Friedman and Ts’o’s ( 1968) study of donor tissue notes that the
gradient of pigment density typically found in adults (greatest density in the
macula region and least in the periphery) was reversed in their fetal and
neonatal eyes. Streeten ( 1969, p. 393)
also notes a delay in RPE pigmentation in the macula until well into infancy.
Her data document a reduced RPE cell density in the posterior pole in the
neonatal period with a later cell migration into the macular area. An adultlike
or higher RPE cell density was found in the neonate only at eccentricities in
the mid-periphery or beyond. Robb ( 1985)
also notes a postnatal migration of RPE cells toward the macular area during the
first 6 postnatal months. These data suggest that the infant RPE in the
posterior pole does not contain a higher pigment density than found at the same
location in the adult.
If
anything, these lines of evidence suggest that the 850-nm image formed on the
retina in the posterior pole should result in less temperature elevation in the
infant eye than in the
adult.
The optical quality of the adult eye varies as a
function of retinal eccentricity (e.g., Navarro, Artal, & Williams, 1993). It is likely that this is also the
case for the infant eye. We, therefore, wanted to estimate the eccentricity at
which the aberration measurements were recorded from infants to help determine
how closely the data represented foveal optical quality. The data were collected
only when the 1 st Purkinje images
generated by the LEDs around the instrument’s viewing aperture all fell
within the entrance pupil (a typical situation is shown in Figure B1). This inclusion criterion limited the
angular deviation of the pupillary axis from the instrument axis, and thus the
deviation of the line of sight from the instrument axis. For example, if the
Purkinje image ring had the same radius as the pupil, this criterion would force
the data to be collected on the pupillary axis. The radii of the pupil and the
Purkinje image ring (which depends on the individual’s corneal curvature)
were not equal, however, and were not constant across observers. The fixation
error tolerance therefore varied across observers.
Figure B1. An example of the image used to align subjects during data collection. The six 1st Purkinje images have
been outlined and connected with the dashed circle. The pupil has been outlined
using the dotted circle. Infant data were collected only when all Purkinje
images fell inside the pupil. The misalignment of the instrument axis with the
pupillary axis was estimated using the locations of the centers of the Purkinje
image and pupil circles.
The range of pupil diameters recorded from the included
infants was 3.06–4.65 mm and the Purkinje image ring, which was smaller
than the pupil, was noted to have a radius greater than one-third of the pupil
radius. The most extreme deviation possible, therefore, where the Purkinje image
ring would be decentered the most from the pupil center, would be when the
Purkinje image ring is abutting the pupil margin and has a radius of one-third
of the pupil radius. In this case the ring would have a center 1–1.5 mm
from the center of the pupil for this range of pupil sizes. Using a standard
Hirschberg ratio of 12 deg/mm (Wick & London, 1980; Riddell et al., 1994), we therefore estimate that aberration
data could be collected no more than 12–18 deg from the pupillary axis.
As
previously stated, however, the Purkinje image ring radius was noted to be more
than one-third of the pupil radius, and the ring was generally well centered on
the pupil when data were collected. For the mean infant pupil size of 3.8 mm and
a more typical case such as shown in Figure B1,
where the ring might be decentered from the pupillary axis by one quarter of the
pupil radius, the deviation would equate to 0.5 mm or 6 deg. We therefore
consider it is reasonable to estimate that our infant aberration data were
collected within 10 deg of the pupillary
axis.
Zernike coefficients are a representation of the summed
wavefront modulation across the pupil area. Changing pupil size will therefore
change the Zernike coefficients that describe an otherwise identical eye (e.g.,
Thibos, Hong et al., 2002). It might be
logical to compare adult and infant eyes for a matched pupil size to control for
this effect. However, the infant eye is considerably smaller than the adult eye
and so a matched pupil size corresponds to a relatively larger aperture in the
infant eye ( Figure C1A). To determine whether
the higher order aberrations of the infant eye are adultlike, it was necessary
to generate a prediction for an adultlike infant eye that addressed the
fundamental difference in both eye and pupil size between infant and adult eyes.
Figure C1. Derivation of the adultlike infant eye model. A. The implications of maintaining a constant analysis pupil size, in terms of numerical aperture. B. The implications of scaling a pupil function in three dimensions. C. Demonstration of scaling pupil size to maintain a constant numerical aperture (defined as pupil radius divided by the distance from the center of the exit pupil to the retina).
The simplest model to test
is to propose that the infant eye is merely a compressed version of the adult
eye— it is smaller in all three dimensions by a constant factor (with
adultlike refractive indices). Compressing the adult pupil and wavefront by the
constant factor across the 2D pupil plane has no effect on the RMS wavefront
error, but compression in the axial 3 rd dimension will reduce the
amplitude of the optical path difference (OPD) by the scaling factor at all
points ( Figure C1B). Thus a 3D-scaled version
of the adult eye is predicted to have a total RMS that is reduced from the true
adult value by the scaling factor. Beyond its simplicity, this compression model
is attractive in that it results in the same numerical aperture for the adult
and scaled eyes and therefore light being collected over the same angle at the
retina ( Figure C1C).
What would the prediction be for the point spread
function of the adultlike scaled eye? The size of the blur circle on the retina
in radians subtended at the exit pupil,
b, can be
approximated using the following
equation:
| (1) |
where
P is the pupil
diameter in meters, and
D is defocus in
diopters (Smith, 1982). Using
Equation 1, the smaller pupil size in the scaled
eye, with no change in defocus, would result in a reduction in the angular size
of the blur circle. Does defocus remain constant with scaling of eye size? As
described above, the RMS of the aberrations is predicted to be smaller in the
scaled eye. The change in RMS can be converted into an equivalent defocus,
D, using the
following
equation:
| (2) |
where
r is the pupil
radius in mm, RMS
is the root mean square wavefront error in microns and
k is a constant
(Thibos, Hong et al., 2002). With
reference to Equation 2, the pupil radius and
RMS are both predicted to decrease by the scaling factor in the scaled eye. The
equivalent dioptric defocus,
D, will therefore
increase by the scaling factor, as a result of the
r2
term in the denominator.
If the equivalent defocus increases and the pupil size
decreases by the scaling factor, Equation 1
predicts that the angular size of the blur circle will be the same for the
scaled model and the true adult eye.
Thus to a first approximation, the scaled eye size
model, including scaling of pupil size, would predict an RMS that is reduced by
the scaling factor from the true adult value, and an angular blur circle size
that is equal to the true adult value (also see Howland, 2005).
We would like to thank the following people for their
help with the project: Francois Delori and Austin Roorda for discussion of the
safety issues before we undertook the project; Diane Goss, Grazyna Tondel, and
Heather McGill for assistance with data collection; The Borish Center for
Ophthalmic Research at Indiana University, where the COAS instrument is housed;
and Larry Thibos, Arthur Bradley, and the Visual Optics group at Indiana
University for use of their software and helpful discussion. This research was
supported by National Institutes of Health Grant EY-014460
(TRC). Commercial relationships:
none.
Corresponding author: T. Rowan Candy.
Email: rcandy@indiana.edu.
Address: Indiana University School of
Optometry, 800 E. Atwater Ave, Bloomington, IN
47405.
ANSI-Z136.1.
(2000). American National Standard for Safe
Use of Lasers. Orlando: Laser Institute of America.
Artal,
P., Guirao, A., Berrio, E., & Williams, D. R. (2001). Compensation of
corneal aberrations by the internal optics in the human eye.
Journal of Vision, 1(1), 1-8.
http://journalofvision.org/1/1/1/, doi:10.1167/1.1.1. [ Pubmed][ Article]
Atkinson,
J., Braddick, O., & Moar, K. (1977). Development of contrast sensitivity
over the first 3 months of life in the human infant.
Vision Research, 17(9), 1037-1044. [ PubMed]
Banks,
M. S. (1980). The development of visual accommodation during early infancy.
Child Development, 51(3), 646-666. [ PubMed]
Banks, M. S., & Bennett,
P. J. (1988). Optical and photoreceptor immaturities limit the spatial and
chromatic vision of human neonates. Journal of
the Optical Society of America A, 5(12), 2059-2079. [ PubMed]
Banks,
M. S., & Salapatek, P. (1978). Acuity and contrast sensitivity in 1-, 2-,
and 3-month-old human infants. Investigative
Ophthalmology and Visual Science, 17(4), 361-365. [ PubMed]
Bennett,
A. G., & Francis, J. L. (1962). Ametropia and its correction. In H. Davson
(Ed.), The eye: Visual optics
and the optical space sense (Vol. 4, pp. 145). New York: Academic Press
Inc.
Boothe, R. G. (1982). Optical
and neural factors limiting acuity development: Evidence obtained from a monkey
model. Current Eye Research, 2(3),
211-215. [ PubMed]
Brown, A. M., Dobson, V.,
& Maier, J. (1987). Visual acuity of human infants at scotopic, mesopic and
photopic luminances. Vision Research,
27(10), 1845-1858. [ PubMed]
Campbell,
F. W., & Green, D. G. (1965). Optical and retinal factors affecting visual
resolution. Journal of Physiology,
181(3), 576-593. [ PubMed]
Candy,
T. R., & Banks, M. S. (1999). Use of an early nonlinearity to measure
optical and receptor resolution in the human infant.
Vision Research, 39(20), 3386-3398. [ PubMed]
Candy,
T. R., Crowell, J. A., & Banks, M. S. (1998). Optical, receptoral, and
retinal constraints on foveal and peripheral vision in the human neonate.
Vision Research, 38(24), 3857-3870. [ PubMed]
Carkeet,
A., Luo, H. D., Tong, L., Saw, S. M., & Tan, D. T. (2002). Refractive error
and monochromatic aberrations in Singaporean children.
Vision Research, 42(14), 1809-1824. [ PubMed]
Castejon-Mochon,
J. F., Lopez-Gil, N., Benito, A., & Artal, P. (2002). Ocular wave-front
aberration statistics in a normal young population.
Vision Research, 42(13), 1611-1617. [ PubMed]
Cheng,
H., Barnett, J. K., Vilupuru, A. S., Marsack, J. D., Kasthurirangan, S.,
Applegate, R. A., et al. (2004). A population study on changes in wave
aberrations with accommodation. Journal of
Vision, 4(4), 272-280. http://journalofvision.org/4/4/3/,
doi:10.1167/4.4.3. [ PubMed][ Article]
Cheng,
X., Bradley, A., Hong, X., & Thibos, L. N. (2003). Relationship between
refractive error and monochromatic aberrations of the eye.
Optometry and Vision Science, 80(1),
43-49. [ PubMed]
Cheng,
X., Himebaugh, N. L., Kollbaum, P. S., Thibos, L. N., & Bradley, A. (2003).
Validation of a clinical Shack-Hartmann aberrometer.
Optometry and Vision Science, 80(8),
587-595. [ PubMed]
Cheng,
X., Himebaugh, N. L., Kollbaum, P. S., Thibos, L. N., & Bradley, A. (2004).
Test-retest reliability of clinical Shack-Hartmann measurements.
Investigative Ophthalmology and Visual
Science, 45(1), 351-360. [ PubMed]
Collins,
M. J., Wildsoet, C. F., & Atchison, D. A. (1995). Monochromatic aberrations
and myopia. Vision Research, 35(9),
1157-1163. [ PubMed]
Cook,
R. C., & Glasscock, R. E. (1951). Refractive and ocular findings in the
newborn. American Journal of Ophthalmology,
34(10), 1407-1413. [ PubMed]
Denis,
D., Righini, M., Scheiner, C., Volot, F., Boubli, L., Dezard, X., et al. (1993).
Ocular growth in the fetus. 1. Comparative study of axial length and biometric
parameters in the fetus. Ophthalmologica,
207(3), 117-124. [ PubMed]
Fledelius,
H. C. (1992). Pre-term delivery and the growth of the eye: An oculometric study
of eye size around term-time. Acta
Ophthalmologica (Suppl.), 204, 10-15. [ PubMed]
Friedman,
E., & Ts'o, M. O. (1968). The retinal pigment epithelium. II. Histologic
changes associated with age. Archives of
Ophthalmology, 79(3), 315-320. [ PubMed]
Glasser,
A., & Campbell, M.C. (1998). Presbyopia and the optical changes in the human
crystalline lens with age [see comment].
Vision Research, 38(2), 209-229. [ PubMed]
Gordon,
R. A., & Donzis, P. B. (1985). Refractive development of the human eye.
Archives of Ophthalmology, 103(6),
785-789. [ PubMed]
Green,
D. G., Powers, M. K., & Banks, M. S. (1980). Depth of focus, eye size and
visual acuity. Vision Research, 20(10),
827-835. [ PubMed]
Hammond,
C. J., Snieder, H., Gilbert, C. E., & Spector, T. D. (2001). Genes and
environment in refractive error: The twin eye study.
Investigative Ophthalmology and Visual
Science, 42(6), 1232-1236. [ PubMed][ Article]
He,
J. C., Burns, S. A., & Marcos, S. (2000). Monochromatic aberrations in the
accommodated human eye. Vision Research,
40(1), 41-48. [ PubMed]
Hollenberg,
M. J., & Spira, A. W. (1973). Human retinal development: Ultrastructure of
the outer retina. American Journal of Anatomy,
137(4), 357-385. [ PubMed]
Howland,
H. C. (2005). Allometry and scaling of wave aberration of eyes.
Vision Research, 45, 1091-1093. [ PubMed]
Inagaki,
Y. (1986). The rapid change of corneal curvature in the neonatal period and
infancy. Archives of Ophthalmology,
104(7), 1026-1027. [ PubMed]
Insler,
M. S., Cooper, H. D., May, S. E., & Donzis, P. B. (1987). Analysis of
corneal thickness and corneal curvature in infants.
CLAO Journal, 13(3), 182-184. [ PubMed]
Jacobs,
D. S., & Blakemore, C. (1988). Factors limiting the postnatal development of
visual acuity in the monkey. Vision Research,
28(8), 947-958. [ PubMed]
Jennings,
J. A., & Charman, W. N. (1981). Off-axis image quality in the human eye.
Vision Research, 21(4), 445-455. [ PubMed]
Kelly,
J. E., Mihashi, T., & Howland, H. C. (2004). Compensation of corneal
horizontal/vertical astigmatism, lateral coma, and spherical aberration by
internal optics of the eye. Journal of Vision,
4(4), 262-271. http://journalofvision.org/4/4/2/, doi:10.1167/4.4.2. [ PubMed][ Article]
Kiorpes,
L., Tang, C., Hawken, M. J., & Movshon, J. A. (2003). Ideal observer
analysis of the development of spatial contrast sensitivity in macaque monkeys.
Journal of Vision, 3(10), 630-641.
http://journalofvision.org/3/10/6/, doi:10.1167/3.10.6. [ PubMed][ Article]
Larsen,
J. S. (1971). The sagittal growth of the eye. IV. Ultrasonic measurement of the
axial length of the eye from birth to puberty.
Acta Ophthalmologica (Copenh),
49(6), 873-886. [ PubMed]
Liang,
J., & Williams, D. R. (1997). Aberrations and retinal image quality of the
normal human eye. Journal of the Optical
Society of America A, 14(11), 2873-2883. [ PubMed]
Llorente,
L., Barbero, S., Cano, D., Dorronsoro, C., & Marcos, S. (2004). Myopic
versus hyperopic eyes: Axial length, corneal shape and optical aberrations.
Journal of Vision, 4(4), 288-298.
http://journalofvision.org/4/4/5/, doi:10.1167/4.4.5. [ PubMed][ Article]
Mandell,
R. B. (1967). Corneal contour of the human infant.
Archives of Ophthalmology, 77(3),
345-348. [ PubMed]
Mayer,
D. L., Hansen, R. M., Moore, B. D., Kim, S., & Fulton, A. B. (2001).
Cycloplegic refractions in healthy children aged 1 through 48 months.
Archives of Ophthalmology, 119(11),
1625-1628. [ PubMed]
McLellan,
J. S., Marcos, S., & Burns, S. A. (2001). Age-related changes in
monochromatic wave aberrations of the human eye.
Investigative Ophthalmology and Visual
Science, 42(6), 1390-1395. [ PubMed]
Molteno,
A. C., & Sanderson, G. F. (1984). Spherical aberration in human infant eyes.
Transactions of the Ophthalmological Society
of New Zealand, 36, 69-71. [ PubMed]
Mund,
M. L., Rodrigues, M. M., & Fine, B. S. (1972). Light and electron
microscopic observations on the pigmented layers of the developing human eye.
American Journal of Ophthalmology,
73(2), 167-182. [ PubMed]
Mutti,
D. O., Mitchell, G. L., Moeschberger, M. L., Jones, L. A., & Zadnik, K.
(2002). Parental myopia, near work, school achievement, and children's
refractive error. Investigative Ophthalmology
and Visual Science, 43(12), 3633-3640. [ PubMed][ Article]
Navarro,
R., Artal, P., & Williams, D. R. (1993). Modulation transfer of the human
eye as a function of retinal eccentricity.
Journal of the Optical Society of America A,
10(2), 201-212. [ PubMed]
Navarro,
R., Moreno, E., & Dorronsoro, C. (1998). Monochromatic aberrations and
point-spread functions of the human eye across the visual field [see
comment]. Journal of the Optical Society of
America A, 15(9), 2522-2529. [ PubMed]
Porter,
J., Guirao, A., Cox, I. G., & Williams, D. R. (2001). Monochromatic
aberrations of the human eye in a large population.
Journal of the Optical Society of America
A, 18(8), 1793-1803. [ PubMed]
Riddell,
P. M., Hainline, L., & Abramov, I. (1994). Calibration of the Hirschberg
test in human infants. I nvestigative
Ophthalmology and Visual Science, 35(2), 538-543. [ PubMed]
Robb,
R. M. (1985). Regional changes in retinal pigment epithelial cell density during
ocular development. Investigative
Ophthalmology and Visual Science, 26(5), 614-620. [ PubMed]
Rose,
K. A., Morgan, I. G., Smith, W., & Mitchell, P. (2002). High heritability of
myopia does not preclude rapid changes in prevalence.
Clinical and Experimental Ophthalmology,
30(3), 168-172. [ PubMed]
Saunders,
K. J. (1995). Early refractive development in humans.
Survey of Ophthalmology, 40(3),
207-216. [ PubMed]
Slater,
A. M., & Findlay, J. M. (1972). The measurement of fixation position in the
newborn baby. Journal of Experimental Child
Psychology, 14(3), 349-364. [ PubMed]
Sliney,
D. H., & Wolbarsht, M. L. (1980). Safety
with lasers and other optical sources. New York & London: Plenum
Press. [ PubMed]
Smith,
G. (1982). Angular diameter of defocus blur discs.
American Journal of Optometry and
Physiological Optics, 59(11), 885-889. [ PubMed]
Streeten,
B. W. (1969). Development of the human retinal pigment epithelium and the
posterior segment. Archives of Ophthalmology,
81(3), 383-394. [ PubMed]
Teller,
D. Y. (1997). First glances: The vision of infants. The Friedenwald lecture.
Investigative Ophthalmology and Visual
Science, 38(11), 2183-2203. [ PubMed]
Teller,
D. Y., Regal, D. M., Videen, T. O., & Pulos, E. (1978). Development of
visual acuity in infant monkeys (Macaca nemestrina) during the early postnatal
weeks. Vision Research, 18(5), 561-566.
[ PubMed]
Thibos,
L. N., Applegate, R. A., Schwiegerling, J. T., Webb, R., & Taskforce V. S.
I. A. (2002). Standards for reporting the optical aberrations of eyes.
Journal of Refractive Surgery, 18(5),
S652-S660. [ PubMed]
Thibos,
L. N., Hong, X., Bradley, A., & Applegate, R. A. (2004). Accuracy and
precision of objective refraction from wavefront aberrations.
Journal of Vision, 4(4), 329-351.
http://journalofvision.org/4/4/9/, doi:10.1167/4.4.9. [ PubMed][ Article]
Thibos,
L. N., Hong, X., Bradley, A., & Cheng, X. (2002). Statistical variation of
aberration structure and image quality in a normal population of healthy eyes.
Journal of the Optical Society of America A,
19(12), 2329-2348. [ PubMed]
Wallman,
J., & Winawer, J. (2004). Homeostasis of eye growth and the question of
myopia. Neuron, 43(4), 447-468. [ PubMed]
Wick,
B., & London, R. (1980). The Hirschberg test: Analysis from birth to age 5.
Journal of the American Optometric
Association, 51(11), 1009-1010. [ PubMed]
Williams,
D. R. (1985). Aliasing in human foveal vision.
Vision Research, 25(2), 195-205. [ PubMed]
Williams,
R. A., & Boothe, R. G. (1981). Development of optical quality in the infant
monkey (Macaca nemestrina) eye. Investigative
Ophthalmology and Visual Science, 21(5), 728-736. [ PubMed]
Wilson,
B. J., Decker, K. E., & Roorda, A. (2002). Monochromatic aberrations provide
an odd-error cue to focus direction. Journal
of the Optical Society of America A, 19(5), 833-839. [ PubMed]
Wilson, H. R. (1988).
Development of spatiotemporal mechanisms in infant vision.
Vision Research, 28(5), 611-628. [ PubMed]
Wood,
I. C., Mutti, D. O., & Zadnik, K. (1996). Crystalline lens parameters in
infancy. Ophthalmic and Physiological Optics,
16(4), 310-317. [ PubMed]
Yuodelis,
C., & Hendrickson, A. (1986). A qualitative and quantitative analysis of the
human fovea during development. Vision
Research, 26(6), 847-855. [ PubMed]
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