Abstract
Purpose:
To establish the point prevalence of perceived visual distortions (PVDs) in amblyopic children; the association between severity of PVDs and clinical parameters of amblyopia; and the relationship between PVDs and amblyopia treatment outcomes.
Methods:
Perceived visual distortions were measured using a 16-point dichoptic alignment paradigm in 148 visually normal children (aged, 9.18 ± 2.51 years), and 82 amblyopic children (aged, 6.33 ± 1.48 years) receiving or following amblyopia treatment. Global distortion (GD; vector sum of mean-centered individual alignment error between physical and perceived target location) and Global uncertainty (GU; SD of GD over two experiment runs) were compared to age-matched control data, and correlated against clinical parameters of amblyopia (type, monocular visual acuity, pretreatment interocular acuity difference, refractive error, age at diagnosis, motor fusion, stereopsis, near angle of deviation) and amblyopia treatment outcomes (refractive adaption duration, treatment duration, occlusion dosage, posttreatment interocular acuity difference, number of lines improvement).
Results:
Point prevalence of PVDs in amblyopes was 56.1%. Strabismic amblyopes experienced more severe distortions than anisometropic or microtropic amblyopes (GD Kruskal Wallis H = 16.89, P < 0.001; GU Kruskal Wallis H = 15.31, P < 0.001). Perceived visual distortions severity moderately correlated with the strength of binocular function, (e.g., log stereoacuity [GD rho = 0.419, P < 0.001; GU rho = 0.384, P < 0.001)], and strongly with near angle of deviation (GD rho = 0.578, P < 0.001; GU rho = 0.384, P < 0.001). There was no relationship between severity of PVDs and amblyopia treatment outcomes, or the amblyopic visual acuity deficit. Perceived visual distortions persisted in more than one-half of treated amblyopic cases whose treatment was deemed successful.
Conclusions:
Perceived visual distortions are common symptoms of amblyopia and are correlated with binocular (stereoacuity, angle of deviation), but not monocular (visual acuity) clinical outcomes. This adds to evidence demonstrating the role of decorrelated binocular single vision in many aspects of amblyopia, and emphasizes the importance of restoring and improving binocular single vision in amblyopic individuals.
Our group recently modified and piloted a binocular paradigm for mapping perceptual visual distortions (PVDs) in amblyopia for a group of 24 amblyopic individuals and 10 control participants (mean age 27.13 ± 10.20 years).
1 We reported that visual distortion remained consistent over time and correlated to strength of binocular single vision, size of the angle of ocular deviation, and (marginally) amblyopic eye visual acuity (VA). However, the former two variables were strongly correlated with each other, making it difficult to determine their respective contributions to the severity of PVD experienced. Having validated the paradigm, it can now be applied to the task of evaluating the occurrence of PVDs in children and exploring these relationships to other clinical endpoints.
The sample size for previous studies evaluating PVDs in children with amblyopia
2–4 is somewhat limited. One study
3 utilized a cohort of 32 children with strabismic, mixed, and microtropic amblyopia, of whom 14 participants had displacement and uncertainty, while 6 had uncertainty only. This yields a point prevalence of 62.5% for PVDs in that sample, slightly below the prevalence that has been reported for adult amblyopes (between 67%
5 and 71%,
6 although assessment methods varied between studies). Our cross-sectional study in a larger sample of children will provide a more representative point prevalence.
In our previous study, all except two of our sample of adult amblyopes with significant PVDs had received amblyopia treatment as children, a finding supported by many other studies.
5–14 We also identified a marginally significant relationship between amblyopic eye acuity and distortion severity. These results are consistent with the hypothesis that unsuccessful or partially successful amblyopia treatment (cases in which acuity in the amblyopic eye remains reduced) could be associated with more severe distortions. According to this hypothesis, patients without distortion may be more likely to have successful treatment outcomes, and therefore drop out of the amblyopic population. Fronius et al.
4,15 identified improvements in the severity of PVDs for juvenile amblyopes during the course of occlusion therapy, but the extent of improvement and relationship to the VA change is unclear. There is, therefore, a possibility that the existence of severe PVDs may influence amblyopia treatment outcomes, or vice versa.
If severity of PVDs were to interact with amblyopia treatment outcomes, one would expect individuals with more severe PVDs to have a greater degree of residual amblyopia, longer treatment durations, and higher doses of occlusion, due to a sluggish treatment response. A cross-sectional study of children with amblyopia who have completed conventional treatment could identify such trends, through retrospective access to detailed treatment information. This addresses difficulties experienced by Fronius et al.,
3 who discussed in their paper the struggle to obtain precise clinical histories of children they tested.
Fronius et al.
3 found a significant interaction between age and measured PVD in their control children, emphasizing the importance of age-matching amblyopic and control participants. Accordingly, the current study will also enable comparison of the clinical parameters of children who do have significant PVDs against those who do not, to identify clinical parameters that differ between the two groups and potentially determine the predicting factors for whether a child will or will not experience PVDs.
The overall aims of this study are therefore:
Recruitment.
Visually normal control children were recruited from the general public attending Glasgow Science Centre in July 2013. This study arm was approved by Glasgow Caledonian University (Glasgow, Scotland) Research Ethics Committee. Informed consent was not required because all data collected was anonymous, with only the child's age and first letter of their first name being recorded. However, parents were provided with an information sheet that explained the study, and had the option to request that their child's data not be used, in which case it was deleted.
Amblyopic children were recruited from outpatient attendances at Gartnavel General Hospital Orthoptic Department. Information sheets were provided for parents prior to testing, informed consent was taken from the parent/guardian, and assent obtained from children aged 7 years and older. This study arm was approved by West of Scotland Research Ethics Committee. Both study arms followed the tenets of the Declaration of Helsinki.
Measurement of PVDs.
Clinical Testing.
At Glasgow Science Centre, children underwent a basic vision screening test consisting of a uniocular visual acuity measurement of both eyes using Keeler crowded LogMAR books (Keeler, Windsor, UK) at 3 m, a cover test to identify heterophoria size and control, and a TNO stereotest (TNO, Nieuwegein, The Netherlands). If the child failed the screening test, their parents were informed of the outcome and advised to see their local optometrist.
At Gartnavel General Hospital, clinical data (see
Table 2 for list) was obtained from the child's case notes after informed consent was taken. A diagnosis of microtropia was only made if confirmed by presence of a suppression scotoma on 4Δ prism reflex testing or eccentric fixation in the absence of manifest strabismus on visuoscopy. In Fronius et al.,
3 no differentiation was made between microtropia and other types of strabismus in their sample, despite microtropia being a rather different clinical entity to that of, for example, partially accommodative esotropia.
Table 2 Clinical Data Obtained During the Gartnavel General Hospital Arm of the Study
Table 2 Clinical Data Obtained During the Gartnavel General Hospital Arm of the Study
Glasgow Science Centre Arm.
For data obtained from this study arm, a jack-knifing normalization procedure
19 was used. Jack-knife estimation was performed by calculating the mean of a dataset repeatedly, systematically leaving out one sample in the dataset each time the calculation is performed and creating jack-knife estimates. By subtracting the mean of these estimates from each individual jack-knife estimate, a jack-knife distance (the distance from the jack-knife estimate to the mean) can be calculated. Having calculated these jack-knife distances, of which there will be one for each data point (16 data points in each run of the dichoptic mapping task—one for each target location), any jack-knife distance that exceeds 1.96 × SD of the jack-knife mean can be classed as an outlier and the associated data point excluded.
19 This jack-knifing procedure was performed in MATLAB (Mathworks), and data points associated with abnormal jack-knife distances were excluded by replacing them with NaN (not-a-number) values, which can be accounted for during analysis by the use of the nanmean() and nanstd() functions in MATLAB.
Following jack-knifing, PVD data was found to be normally distributed, therefore parametric statistics were performed using SPSS 20 (IBM, San Jose, CA, USA). Bonferroni-corrected t-tests compared GD and GU between consecutive and preceding ages (e.g., values from children aged 6 were compared with children aged 5 and 7 years). Ages between which there were no significant differences in GD or GU were merged to form an age bracket, with the t-test repeated for the newly formed age brackets. Creating age brackets in this way improves statistical power in comparison to comparing each amblyope to a control group of their specific age. Global distortion and GU indices were also Pearson-correlated against age to identify any associations between age and these measurements.
Gartnavel General Hospital Arm.
Some amblyopic children (
n = 6) accidentally clicked the central fixation target on color change, or lost the mouse cursor and clicked off screen—these data points within runs were manually excluded and replaced with NaN in MATLAB, prior to post processing as documented previously.
1 Many clinical parameters (motor fusion, stereoacuity, near-prism cover test) were interval in nature and highly skewed due to floor effects, thus nonparametric statistics were used with this group. Stereoacuity values underwent logarithmic conversion for analysis. Children with stereoacuity not measurable by any clinical test had a stereoacuity value of 4.00 log arc seconds assigned for analysis purposes.
Distortions were identified in amblyopic individuals by examining each participant's mean GD and GU. If either of these values exceeded the 95% confidence interval (CI) for control participants in their age bracket, with brackets determined during the analysis of the normative data, they were classified as having significant PVDs that could not be attributed to mouse-click error alone.
To identify any relationship between clinical parameters of amblyopia and severity of PVDs, GD and GU were correlated against age at diagnosis, length of refractive adaptation, IOAD at start of treatment, current VA in each eye, binocular single vision parameters (motor fusion break amplitudes and stereoacuity), and the near angle of deviation (near-prism cover test). This correlation was performed for the whole group, irrespective of whether or not they had significant PVDs, as such relationships would be expected to hold regardless of whether the PVD were outside normal limits. In addition, to identify which clinical parameters are associated with the presence or absence of significant PVDs, a Mann-Whitney U test was performed comparing current age and the above-listed clinical parameters between amblyopes with significant PVDs and amblyopes without.
Further exploration of this was carried out by performing a multiple linear regression analysis of GD and GU against age and the clinical parameters of stereoacuity, motor fusion (base in and base out), and the near angle of deviation, as these variables were found to be significantly correlated. Global distortion and GU were both reciprocal transformed following scatter plot analysis to reduce hetereoscedascity. An initial regression was performed using all variables entered for the purposes of outlier analysis, as the skewed nature of the independent variables under analysis increases the impact of outliers on the result of the regression. Two data points creating residuals greater than 2 or less than −2 were subsequently removed from analysis for GU, and a further three for GD. The multiple regression analysis was then repeated following outlier analysis (n = 80 for GU, n = 77 for GD), with stepwise approach based on F probability removal for the independent variables.
To assess the impact of amblyopia type on severity of PVDs, a Kruskal-Wallis test was performed on those amblyopic children who had significant PVDs (n = 46), with individual, Bonferroni-corrected Mann-Whitney U tests performed if a significant difference was identified.
To evaluate the impact of PVD severity on treatment outcomes, individuals who had completed treatment (n = 52) were analyzed. Treatment duration, current IOAD, number of lines improvement, motor fusion, stereoacuity, and near-prism cover test results were correlated against severity of GD and GU measures. In addition, a Mann-Whitney U test was also performed to compare amblyopes with significant GD and/or GU against amblyopes without to determine whether differences in clinical parameters between these two groups exist following amblyopia treatment.
Estimation of Sample Size for Recruitment of Amblyopic Children.
The Contribution to GD/GU Made by Strength of Binocular Function and the Near Angle of Deviation.
Effect of Amblyopia Type Upon PVDs.
Impact of PVDs on Amblyopia Treatment Outcomes.
Is There a Relationship Between Strength of Binocular Function and Severity of PVDs?
Our research has identified significant associations between binocular functions, the size of the near angle of deviation, and the severity of PVDs in children with amblyopia. In a large sample of children with amblyopia, it was demonstrated that PVDs exist at a point prevalence rate of 56.1%, are not significantly correlated with the primary VA deficit but are correlated with strength of binocular function and the near angle of deviation, and do not significantly affect the success or failure of amblyopia treatment. However, given that successful amblyopia treatment is defined exclusively in terms of acuity, these results suggest that ‘treated' amblyopes may have significant residual visual impairment. The current study adds to the body of evidence highlighting the role of decorrelated binocular single vision in many aspects of amblyopia, and emphasizes the importance of restoring and improving binocular single vision in amblyopic individuals.