| Literature DB >> 32299828 |
Jingjing Wang1, Tianyu Cheng2, Bo Zhang1, Shuyu Xiong2, Huijuan Zhao3, Qiangqiang Li3, Xiangui He4,2.
Abstract
AIM: To explore the impact of puberty on refractive development and its interaction with outdoor time in children and adolescents.Entities:
Keywords: child health (paediatrics); epidemiology; optics and refraction; public health
Year: 2020 PMID: 32299828 PMCID: PMC7848068 DOI: 10.1136/bjophthalmol-2019-315636
Source DB: PubMed Journal: Br J Ophthalmol ISSN: 0007-1161 Impact factor: 4.638
Baseline and follow-up characteristics of the 776 participants by gender
| Variables | Total (N=776) | Boys (n=416) | Girls (n=360) | P value* |
| Mean (SD) | ||||
| Baseline age (years) | 9.64 (1.54) | 9.69 (1.49) | 9.59 (1.59) | 0.375 |
| Average daily outdoor time (hours) | 2.04 (1.18) | 2.06 (1.20) | 2.01 (1.17) | 0.548 |
| Height (cm) | ||||
| Baseline | 143.50 (11.17) | 144.44 (11.40) | 142.40 (10.80) | 0.021 |
| Follow-up | 154.53 (15.61) | 156.63 (14.96) | 151.72 (17.21) | <0.001 |
| Changes | 11.03 (11.55)† | 12.38 (8.16)† | 9.41 (14.44)† | 0.001 |
| AL (mm) | ||||
| Baseline | 24.02 (1.13) | 24.29 (1.10) | 23.71 (1.08) | <0.001 |
| Follow-up | 24.64 (1.20) | 24.91 (1.19) | 24.32 (1.13) | <0.001 |
| Changes | 0.60 (0.33)† | 0.60 (0.33)† | 0.60 (0.34)† | 0.964 |
| SE (D) | ||||
| Baseline | −1.09 (2.00) | −1.17 (1.97) | −0.98 (2.03) | 0.241 |
| Follow-up | −2.04 (2.30) | −2.05 (2.35) | −2.02 (2.25) | 0.880 |
| Changes | −1.06 (0.66)† | −1.05 (0.67)† | −1.08 (0.64)† | 0.563 |
| Estradiol (pg/mL) | ||||
| Baseline | 2.79 (0.96) | 2.70 (1.00) | 2.92 (0.90) | 0.063 |
| Follow-up | 4.44 (2.58) | 4.15 (2.38) | 4.86 (2.79) | 0.040 |
| Changes | 1.71 (2.82)† | 1.56 (2.72)† | 1.96 (2.98)† | 0.363 |
| Testosterone (pg/mL) | ||||
| Baseline | 51.32 (21.86) | 54.34 (24.38) | 47.25 (17.18) | 0.006 |
| Follow-up | 81.69 (34.05) | 93.65 (34.95) | 64.21 (23.69) | <0.001 |
| Changes | 33.77 (30.45)† | 42.68 (30.36)† | 19.48 (24.77)† | <0.001 |
*P value for comparison between boys and girls using a t-test.
†P <0.01 for comparison between baseline and follow-up using paired t-test.
‡P value for comparison between boys and girls using chi-square test.
§A total of 634 subjects at baseline and 491 subjects at 2-year follow-up participated in the cycloplegic refraction.
AL, axial length; SE, spherical equivalent.
Figure 1Distribution of changes in ocular parameters among different puberty development groups. BD, baseline developed; ND, newly developed; PND, persistent non-developed.
Changes in ocular parameters and outdoor time among different puberty development groups (mean (SD))
| Puberty development groups | AL (mm) | SE (D) | Outdoor time (hours) | ||||
| Baseline | Follow-up | Changes | Baseline | Follow-up | Changes | ||
| Menarche or first spermatorrhoea occurrence | |||||||
| PND (n=403) | 23.87 (1.10) | 24.51 (1.21) | 0.63 (0.34)* | −0.62 (1.76) | −1.56 (2.08) | −1.06 (0.66)* | 2.01 (1.18) |
| ND (n=143) | 24.24 (0.96) | 24.79 (1.00) | 0.55 (0.30)* | −1.69 (1.98) | −2.86 (2.16) | −1.01 (0.59)* | 2.30 (1.29) |
| BD (n=83) | 24.59 (1.21) | 25.15 (1.24) | 0.56 (0.32)* | −2.32 (2.35) | −3.73 (2.44) | −1.18 (0.72)* | 1.85 (1.09) |
| P value† | <0.001 | <0.001 | 0.017 | <0.001 | <0.001 | 0.348 | 0.015 |
| Boys’ first spermatorrhoea | |||||||
| PND (n=266) | 24.18 (1.03) | 24.81 (1.15) | 0.63 (0.34)* | −0.83 (1.77) | −1.75 (2.14) | −1.03 (0.65)* | 1.98 (1.19) |
| ND (n=40) | 24.72 (0.97) | 25.27 (1.07) | 0.54 (0.33)* | −1.68 (1.83) | −2.93 (2.00) | −0.96 (0.59)* | 2.45 (1.28) |
| BD (n=36) | 25.28 (1.11) | 25.89 (1.10) | 0.61 (0.34)* | −3.12 (2.28) | −4.35 (2.44) | −1.27 (0.81)* | 1.92 (0.94) |
| P value† | <0.001 | <0.001 | 0.344 | <0.001 | <0.001 | 0.187 | 0.072 |
| Girls’ menarche | |||||||
| PND (n=137) | 23.26 (0.98) | 23.93 (1.10) | 0.65 (0.33)* | −0.20 (1.67) | −1.19 (1.90) | −1.12 (0.69)* | 2.06 (1.16) |
| ND (n=103) | 24.05 (0.89) | 24.61 (0.90) | 0.56 (0.29)* | −1.70 (2.04) | −2.82 (2.24) | −1.03 (0.59)* | 2.24 (1.30) |
| BD (n=47) | 24.07 (1.01) | 24.60 (1.06) | 0.53 (0.31)* | −1.70 (2.24) | −3.11 (2.31) | −1.08 (0.60)* | 1.80 (1.19) |
| P value† | <0.001 | <0.001 | 0.024 | <0.001 | <0.001 | 0.712 | 0.122 |
*P <0.01, compared between baseline and follow-up within the group using paired t-test.
†Statistical significance was tested using variance analysis.
AL, axial length; BD, baseline developed; ND, newly developed; PND, persistent non-developed; SE, spherical equivalent.
Figure 2The relationship between outdoor time and changes in ocular parameters among different puberty development groups. BD, baseline developed; ND, newly developed; PND, persistent non-developed.
Multiple regression analysis of factors associated with changes in axial length stratified by puberty development groups
| Variables | Total | PND | ND | BD | ||||
| P value | Standardised β (95%CI) | P value | Standardised β (95%CI) | P value | Standardised β (95%CI) | P value | Standardised β (95%CI) | |
| Gender, girls versus boys | 0.993 | −0.001 (−0.083 to 0.082) | 0.592 | −0.060 (−0.202 to 0.116) | 0.611 | 0.109 (−0.146 to 0.245) | 0.627 | −0.244 (−0.444 to 0.275) |
| Baseline age (years) | 0.183 | −0.115 (-0.074 to 0.014) | 0.119 | −0.172 (−0.128 to 0.015) | 0.332 | −0.168 (−0.126 to 0.043) | 0.099 | 0.359 (−0.022 to 0.232) |
| Parental myopia | 0.001 | 0.230 (0.032 to 0.113) | 0.017 | 0.233 (0.016 to 0.151) | 0.182 | 0.184 (−0.025 to 0.126) | 0.501 | 0.134 (−0.071 to 0.139) |
| Outdoor time (hours) | <0.001 | −0.250 (−0.072 to −0.022) | 0.017 | −0.262 (−0.103 to −0.010) | 0.133 | −0.203 (−0.074 to 0.010) | 0.361 | −0.174 (−0.108 to 0.041) |
| Estradiol (pg/mL) | 0.189 | 0.091 (−0.011 to 0.057) | 0.858 | −0.018 (−0.062 to 0.052) | 0.339 | 0.147 (−0.039 to 0.110) | 0.207 | 0.259 (−0.030 to 0.128) |
| Testosterone (pg/mL) | 0.331 | 0.081 (−0.001 to 0.003) | 0.053 | 0.217 (0 to 0.006) | 0.823 | −0.040 (−0.005 to 0.004) | 0.805 | 0.058 (−0.003 to 0.004) |
| Changes in estradiol (pg/mL) | <0.001 | 0.261 (0.011 to 0.035) | 0.007 | 0.308 (0.009 to 0.050) | 0.077 | 0.273 (−0.003 to 0.050) | 0.866 | 0.030 (−0.020 to 0.024) |
| Changes in testosterone (pg/mL) | 0.365 | 0.068 (−0.001 to 0.002) | 0.18 | 0.140 (−0.001 to 0.003) | 0.784 | 0.050 (−0.002 to 0.003) | 0.551 | −0.135 (−0.003 to 0.002) |
| Height (cm) | 0.236 | −0.108 (−0.008 to 0.002) | 0.078 | −0.188 (−0.016 to 0.001) | 0.553 | 0.105 (−0.008 to 0.014) | 0.364 | −0.296 (−0.020 to 0.008) |
| Changes in height (cm) | 0.003 | 0.278 (0.005 to 0.022) | 0.735 | 0.042 (−0.014 to 0.019) | 0.06 | 0.344 (−0.001 to 0.039) | 0.13 | 0.665 (−0.006 to 0.044) |
R2 for total: 0.445; R2 for PND: 0.567; R2 for ND: 0.375; R2 for BD: 0.595.
BD, baseline developed; ND, newly developed; PND, persistent non-developed.
Multiple regression analysis of factors associated with changes in spherical equivalent stratified by puberty development groups
| Variables | Total | PND | ND | BD | ||||
| P value | Standardised β (95%CI) | P value | Standardised β (95%CI) | P value | Standardised β (95%CI) | P value | Standardised β (95%CI) | |
| Gender, girls versus boys | 0.417 | −0.080 (−0.335 to 0.140) | 0.828 | 0.024 (−0.344 to 0.428) | 0.964 | 0.011 (−0.612 to 0.640) | 0.433 | 0.503 (−0.836 to 1.863) |
| Baseline age (years) | 0.533 | 0.058 (−0.085 to 0.163) | 0.283 | 0.118 (−0.080 to 0.270) | 0.394 | 0.168 (−0.147 to 0.365) | 0.985 | 0.004 (−0.457 to 0.465) |
| Parental myopia | <0.001 | −0.267 (−0.329 to −0.101) | 0.003 | −0.296 (−0.429 to −0.096) | 0.195 | −0.212 (−0.394 to 0.083) | 0.673 | −0.105 (−0.469 to 0.310) |
| Outdoor time (hours) | 0.001 | 0.256 (0.052 to 0.192) | 0.038 | 0.232 (0.007 to 0.239) | 0.118 | 0.247 (−0.028 to 0.233) | 0.184 | 0.320 (−0.094 to 0.455) |
| Estradiol (pg/mL) | 0.28 | −0.085 (−0.152 to 0.044) | 0.502 | −0.071 (−0.194 to 0.096) | 0.835 | 0.039 (−0.224 to 0.276) | 0.816 | −0.057 (−0.313 to 0.250) |
| Testosterone (pg/mL) | 0.166 | −0.129 (−0.008 to 0.001) | 0.036 | −0.237 (−0.015 to −0.001) | 0.362 | 0.193 (−0.008 to 0.022) | 0.787 | 0.078 (−0.011 to 0.014) |
| Changes in estradiol (pg/mL) | <0.001 | −0.297 (−0.104 to −0.032) | 0.001 | −0.375 (−0.155 to −0.040) | 0.391 | −0.155 (−0.116 to 0.047) | 0.42 | −0.176 (−0.112 to 0.049) |
| Changes in testosterone (pg/mL) | 0.548 | −0.050 (−0.004 to 0.002) | 0.149 | −0.150 (−0.008 to 0.001) | 0.598 | 0.126 (−0.006 to 0.011) | 0.464 | 0.207 (−0.006 to 0.012) |
| Height (cm) | 0.493 | 0.070 (−0.010 to 0.020) | 0.206 | 0.135 (−0.007 to 0.033) | 0.256 | −0.244 (−0.057 to 0.016) | 0.166 | 0.531 (−0.016 to 0.086) |
| Changes in height (cm) | 0.066 | −0.190 (−0.050 to 0.002) | 0.555 | −0.071 (−0.052 to 0.028) | 0.788 | −0.056 (−0.071 to 0.054) | 0.629 | −0.214 (−0.130 to 0.081) |
R2 for total: 0.343; R2 for PND: 0.585; R2 for ND: 0.223; R2 for BD: 0.374.
BD, baseline developed; ND, newly developed in two yrs; PND, persistent non-developed.
Generalised estimating equation model of factors associated with axial length and SE without interaction
| Variables | AL (mm) | SE (D) | ||
| P value | Estimate (95% CI) | P value | Estimate (95% CI) | |
| Age (years) | 0.348 | 1.054 (0.944 to 1.177) | 0.949 | 0.993 (0.790 to 1.247) |
| Gender | ||||
| Girl | <0.001 | 0.528 (0.415 to 0.672) | 0.877 | 1.040 (0.635 to 1.702) |
| Boy | – | — | ||
| Parental myopia | ||||
| Both | <0.001 | 2.214 (1.617 to 3.031) | <0.001 | 0.220 (0.113 to 0.428) |
| Either | 0.055 | 1.281 (0.995 to 1.650) | 0.028 | 0.565 (0.339 to 0.942) |
| Neither | – | – | ||
| Menarche or first spermatorrhoea | ||||
| Occurred | 0.049 | 1.239 (1.001 to 1.536) | 0.003 | 0.514 (0.334 to 0.793) |
| Not occurred | – | – | ||
| Outdoor time (hour) | <0.001 | 0.774 (0.701 to 0.854) | <0.001 | 1.591 (1.289 to 1.965) |
| Estradiol (pg/mL) | 0.001 | 1.062 (1.025 to 1.101) | 0.019 | 0.912 (0.844 to 0.985) |
| Testosterone (pg/mL) | 0.150 | 1.003 (0.999 to 1.007) | 0.021 | 0.992 (0.985 to 0.999) |
| Height (cm) | 0.167 | 1.008 (0.997 to 1.019) | 0.607 | 0.996 (0.982 to 1.011) |
SE, spherical equivalent; AL, axial length.
Generalised estimating equation model of factors associated with axial length and SE with interaction
| Variables | AL, mm | SE, D | ||
| P value | Estimate (95% CI) | P value | Estimate (95% CI) | |
| Age (years) | 0.273 | 1.062 (0.953 to 1.184) | 0.916 | 0.988 (0.788 to 1.238) |
| Gender | ||||
| Girl | <0.001 | 0.529 (0.417 to 0.672) | 0.878 | 1.039 (0.635 to 1.701) |
| Boy | – | – | ||
| Parental myopia | ||||
| Both | <0.001 | 2.203 (1.615 to 3.005) | <0.001 | 0.221 (0.113 to 0.429) |
| Either | 0.067 | 1.263 (0.984 to 1.622) | 0.030 | 0.569 (0.343 to 0.945) |
| Neither | – | – | ||
| Menarche or first spermatorrhoea | ||||
| Occurred | 0.448 | 0.854 (0.568 to 1.284) | 0.278 | 0.653 (0.303 to 1.409) |
| Not occurred | – | – | ||
| Outdoor time (hours) | <0.001 | 0.727 (0.650 to 0.813) | <0.001 | 1.657 (1.318 to 2.083) |
| Interaction (outdoor×puberty) | 0.024 | 1.199 (1.024 to 1.403) | 0.473 | 0.890 (0.647 to 1.224) |
| Estradiol (pg/mL) | 0.003 | 1.056 (1.019 to 1.095) | 0.026 | 0.915 (0.846 to 0.989) |
| Testosterone (pg/mL) | 0.165 | 1.003 (0.999 to 1.007) | 0.021 | 0.992 (0.985 to 0.999) |
| Height (cm) | 0.173 | 1.008 (0.997 to 1.020) | 0.604 | 0.996 (0.982 to 1.011) |
Figure 3Relationship among outdoor time, puberty and axial length.