| Literature DB >> 34956396 |
Ya Zhang1,2, Ming Su2,3, Hua Liu4,5, Yanxia Song3, Jing Liu6, Huihui Sun3, Xueya Wu2, Xiaoge Yang3, Liqin Qi2, Feifan Du3, Lili Liu7, Lu Chen3, Jing Huang8, Xiting Guo3, Zhongnan Yang9, Xueping Yang2.
Abstract
OBJECTIVE: To investigate refractive development and prevalence of myopia in children aged 3-6 years in Hebei Province, China, and to explore the developmental law of refraction, so as to clinically guide the prediction and intervention of myopia.Entities:
Mesh:
Year: 2021 PMID: 34956396 PMCID: PMC8702317 DOI: 10.1155/2021/3656831
Source DB: PubMed Journal: Comput Math Methods Med ISSN: 1748-670X Impact factor: 2.238
Age and gender ratio of the participants.
| Age (year) | Case ( | Age (median, month) | Age (IRQ, month) | Number of boys (%) | Number of girls (%) |
|---|---|---|---|---|---|
| Total | 5506 | 64 | 57-72 | 2828 (51.36) | 2678 (48.64) |
| 3 | 259 | 45 | 43-46 | 125 (2.27) | 134 (2.43) |
| 4 | 1483 | 54 | 51-57 | 756 (13.73) | 727 (13.20) |
| 5 | 2115 | 64 | 61-68 | 1107 (20.11) | 1008 (18.31) |
| 6 | 1649 | 75 | 73-78 | 840 (15.25) | 809 (14.70) |
IRQ: interquartile range.
Distribution of spherical equivalent (SE) for different ages and genders.
| Age | Case ( | Mean | Standard Deviation | Median | 25% | 75% | Range | Peak Degree | Partial Degree |
|---|---|---|---|---|---|---|---|---|---|
| Total | 5506 | 0.67 | 1.05 | +0.25 | -0.13 | +1.63 | -7.50~+9.00 | 2.52 | 0.46 |
| 3 | 259 | 0.67 | 1.01 | +0.25 | -0.13 | +1.63 | -2.13~+5.59 | 0.84 | 0.62 |
| 4 | 1483 | 0.79 | 1.05 | +0.50 | -0.09 | +1.67 | -4.88~+6.59 | 1.29 | 0.27 |
| 5 | 2115 | 0.67 | 1.08 | +0.25 | -0.13 | +1.63 | -7.50~+9.00 | 3.74 | 0.51 |
| 6 | 1649 | 0.56 | 1.00 | +0.13 | -0.13 | +1.63 | -5.25~+6.88 | 2.17 | 0.55 |
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| Male | 2828 | 0.63 | 1.04 | +0.25 | -0.13 | +1.63 | -5.25~+6.88 | 3.37 | -1.20 |
| 3 | 125 | 0.68 | 1.06 | +0.25 | -0.09 | +1.63 | -2.13~+5.59 | 2.30 | 0.93 |
| 4 | 756 | 0.80 | 1.08 | +0.50 | -0.09 | +1.67 | -4.88~+6.59 | 2.42 | 0.21 |
| 5 | 1107 | 0.59 | 1.03 | +0.25 | -0.13 | +1.63 | -3.75~+4.75 | 0.10 | 0.33 |
| 6 | 840 | 0.54 | 1.02 | +0.13 | -1.00 | -0.25 | -5.25~+6.88 | 2.94 | 0.41 |
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| Female | 2678 | 0.71 | 1.05 | +0.25 | -1.00 | -0.25 | -7.50~+9.00 | 3.40 | 0.57 |
| 3 | 134 | 0.67 | 0.96 | +0.25 | -0.13 | +1.63 | -1.50~+3.00 | -1.18 | 0.23 |
| 4 | 727 | 0.78 | 1.00 | +0.38 | -0.13 | +1.67 | -2.63~+5.38 | -0.27 | 0.34 |
| 5 | 1008 | 0.76 | 1.14 | +0.38 | -0.13 | +1.66 | -7.50~+9.00 | 6.26 | 0.61 |
| 6 | 809 | 0.59 | 0.99 | +0.25 | -0. | +1.63 | -2.83~+6.13 | 1.27 | 0.72 |
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Note: P is the satistical difference between 3-6 years old children (Kruskal-Wallis Test). ∗P is the statistical difference between all boys and all girls aged 3-6 years (Kruskal-Wallis Test).
Figure 1Average spherical equivalent (SE) for different AGE and SEX.
Distribution of axial length (AL), corneal radius of curvature (CR), and AL/CR in different ages and genders.
| AL | CR | AL/CR | |||||||||||
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| Age (year) | Case ( | Mean | Standard deviation | Peak degree | Partial degree | Mean | Standard deviation | Peak degree | Partial degree | Mean | Standard deviation | Peak degree | Partial degree |
| Total | 5506 | 22.31 | 0.73 | 0.50 | 0.034 | 7.76 | 0.26 | 0.15 | 0.07 | 2.87 | 0.08 | 0.91 | -0.04 |
| 3 | 259 | 21.98 | 0.63 | -0.17 | 0.14 | 7.78 | 0.26 | 0.28 | 0.40 | 2.83 | 0.07 | 0.87 | -0.06 |
| 4 | 1483 | 22.12 | 0.69 | 0.88 | 0.08 | 7.75 | 0.25 | 0.26 | 0.11 | 2.85 | 0.08 | 3.29 | 0.06 |
| 5 | 2115 | 22.34 | 0.73 | 0.67 | 0.01 | 7.77 | 0.26 | 0.15 | -0.02 | 2.88 | 0.08 | 4.3 | -0.01 |
| 6 | 1649 | 22.49 | 0.73 | 0.40 | -0.07 | 7.76 | 0.25 | 0.04 | 0.09 | 2.90 | 0.07 | 1.66 | -0.3 |
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| Male | 2828 | 22.57 | 0.68 | 0.85 | 0.09 | 7.83 | 0.25 | 0.06 | 0.15 | 2.88 | 0.08 | 2.85 | 0.05 |
| 3 | 125 | 22.20 | 0.62 | -0.05 | 0.05 | 7.84 | 0.26 | -0.10 | 0.30 | 2.83 | 0.07 | -0.40 | 0.08 |
| 4 | 756 | 22.36 | 0.65 | 1.06 | 0.37 | 7.82 | 0.24 | 0.15 | 0.30 | 2.86 | 0.07 | 5.28 | 0.35 |
| 5 | 1107 | 22.62 | 0.67 | 1.54 | 0.00 | 7.84 | 0.25 | 0.02 | 0.11 | 2.89 | 0.08 | 4.19 | 0.02 |
| 6 | 840 | 22.75 | 0.67 | 0.72 | -0.05 | 7.82 | 0.25 | 0.07 | 0.06 | 2.91 | 0.07 | 1.73 | -0.24 |
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| Female | 2678 | 22.03 | 0.68 | 0.39 | -0.03 | 7.70 | 0.25 | 0.16 | 0.02 | 2.86 | 0.07 | 2.43 | -0.18 |
| 3 | 134 | 21.77 | 0.57 | -0.28 | 0.12 | 7.72 | 0.26 | 1.03 | 0.57 | 2.82 | 0.07 | 2.08 | -0.18 |
| 4 | 727 | 21.87 | 0.64 | 0.40 | -0.22 | 7.69 | 0.25 | 0.21 | 0.04 | 2.85 | 0.07 | 1.38 | -0.19 |
| 5 | 1008 | 22.04 | 0.67 | 0.43 | 0.02 | 7.70 | 0.25 | 0.07 | -0.13 | 2.87 | 0.07 | 4.75 | -0.12 |
| 6 | 809 | 22.21 | 0.68 | 0.42 | -0.08 | 7.70 | 0.24 | 0.06 | 0.09 | 2.89 | 0.07 | 1.69 | -0.40 |
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Note: P is the statistical difference between 3- and 6-year-old children (Kruskal-Wallis test). ∗P is the statistical difference between all boys and all girls aged 3-6 years (Kruskal-Wallis test).
Figure 2Distribution histograms of (a) mean axial length (AL), (b) mean corneal radius of curvature (CR), and (c) mean AL/CR.
Figure 3(a) Mean axial length (AL), (b) mean corneal radius of curvature (CR), and (c) mean AL/CR trend with age.
Figure 4Linear regression relationship between AL and (a) age, (b) CR, and (c) sex. (d) Multiple linear regression models showed the relationship between AL and age, CR, and sex.
Linear regression analysis of axial length (AL) with age, corneal radius of curvature (CR), and sex.
| Coefficienta | |||||
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| Model | Unstandardized coefficients | Standardized coefficients |
| Sig. | |
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| SE | Beta | |||
| Constant | 7.321 | 0.209 | 35.074 | 0.000 | |
| CR | 1.798 | 0.027 | 0.630 | 67.455 | 0.000 |
| Sex | 0.300 | 0.014 | 0.205 | 21.949 | 0.000 |
| Age | 0.177 | 0.008 | 0.210 | 23.224 | 0.000 |
aDependent variable: axial length (AL); B: regression coefficient.
Figure 5(a, b) The average of SE and AL/CR in different refractive types.
The average of SE and AL/CR in different refractive types.
| Myopia | Emmetropia | Mildhyperopia | Hyperopia | |||||||||||||
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| SE | AL/CR | SE | AL/CR | SE | AL/CR | SE | AL/CR | |||||||||
| Mean | Standard Deviation | Mean | Standard Deviation | Mean | Standard Deviation | Mean | Standard Deviation | Mean | Standard Deviation | Mean | Standard Deviation | Mean | Standard Deviation | Mean | Standard Deviation | |
| Total | -1.25 | 0.86 | 2.93 | 0.11 | -0.06 | 0.25 | 2.88 | 0.07 | 1.47 | 0.44 | 2.87 | 0.07 | 2.48 | 0.82 | 2.82 | 0.09 |
| Male | -1.30 | 0.84 | 2.94 | 0.10 | -0.06 | 0.25 | 2.89 | 0.07 | 1.48 | 0.44 | 2.88 | 0.07 | 2.47 | 0.77 | 2.83 | 0.09 |
| Female | -1.17 | 0.89 | 2.92 | 0.11 | -0.05 | 0.25 | 2.89 | 0.07 | 1.47 | 0.44 | 2.86 | 0.06 | 2.50 | 0.85 | 2.82 | 0.10 |
Prevalence of refractive error.
| Myopia | Emmetropia | Mild hyperopia | Hyperopia | ||||||||||
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| Variable | Total ( | Case ( | Occupy (%) | 95% CI | Case ( | Occupy (%) | 95% CI | Case ( | Occupy (%) | 95% CI | Case ( | Occupy (%) | 95% CI |
| Age (years) | 5506 | 192 | 3.49 | -1.37~-1.12 | 2828 | 51.36 | -0.07~-0.05 | 2019 | 36.67 | +1.46~+1.49 | 467 | 8.48 | +2.41~+2.56 |
| 3 | 259 | 5 | 1.93 | -1.06~-0.68 | 118 | 45.56 | -0.14~-0.04 | 118 | 45.56 | +1.45~+1.59 | 18 | 6.95 | +2.08~+2.92 |
| 4 | 1483 | 43 | 2.90 | -1.51~-0.96 | 689 | 46.46 | -0.07~-0.03 | 607 | 40.93 | +1.45~+1.52 | 144 | 9.71 | +2.34~+2.58 |
| 5 | 2115 | 80 | 3.78 | -1.50~-1.09 | 1093 | 51.68 | -0.08~-0.05 | 744 | 35.18 | +1.44~+1.51 | 198 | 9.36 | +2.39~+2.63 |
| 6 | 1649 | 64 | 3.88 | -1.41~-1.01 | 928 | 56.28 | -0.07~-0.04 | 550 | 33.35 | +1.41~+1.49 | 107 | 6.49 | +2.31~+2.62 |
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| Gender | |||||||||||||
| Male | 2828 | 111 | 3.93 | -1.46~-1.14 | 1477 | 52.22 | -0.08~-0.05 | 1025 | 36.24 | +1.45~+1.51 | 215 | 7.60 | +2.36~+2.57 |
| Female | 2678 | 81 | 3.02 | -1.36~-0.97 | 1351 | 50.45 | -0.07~-0.04 | 994 | 37.12 | +1.44~+1.50 | 252 | 9.41 | +2.39~+2.61 |
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Note: P is the statistical difference between 3- and 6-year-old children (chi-square test). ∗P is the statistical difference between all boys and all girls aged 3-6 years (chi-square test).
Figure 6Distribution of refractive types for each age group.