Department of Optometry and Visual Science, West China School of Medicine, Sichuan University, Chengdu, China.
Laboratory of Optometry and Vision Sciences, West China Hospital, Sichuan University, Chengdu, China.
Ophthalmic Physiol Opt. 2022 Jul;42(4):786-796. doi: 10.1111/opo.12990. Epub 2022 May 2.
A multi-level model was used to analyse factors, including environmental factors, affecting the controlling effect of orthokeratology on myopia progression.
A 2-year prospective study was conducted in the West China Hospital, Sichuan University. Age, sex, height, baseline spherical equivalent refraction, choroidal thickness, axial length and other biometric ocular parameters were collected. Additionally, data on the following environmental factors were obtained: near-work distance and time, sleep time and time spent outdoors. After the baseline measurements, participants were followed up every 3 months for 2 years of lens wear. The primary outcome measure was axial length elongation over 2 years of orthokeratology. All variables were included in a univariate, three-level analysis model with inclusion in the final multivariate multi-level model if statistically significant.
Thirty-three participants (average age 9.73 ± 1.55 years) were included in this study. During the 2-year period of lens wearing, binocular changes in axial length increased significantly from the ninth month and continued until the end of the follow-up. Changes in axial length after 2 years of lens wearing were 0.44 ± 0.30 mm and 0.37 ± 0.26 mm in the right and left eyes, respectively (both p < 0.001). Based on the 2-year multi-level model, age, sex, baseline spherical equivalent refraction, flatter keratometry meridian and near-work time influence the effect of orthokeratology.
This is the first study to use a multi-level model to analyse factors, including environmental factors, that affect myopia control using orthokeratology. These results showed that younger age, being female, having lower myopia at baseline, a steeper flattest keratometry meridian and no more than 5 h of near work per day were associated with better myopia control effect using orthokeratology over a 2-year treatment period.
采用多层次模型分析环境因素等影响角膜塑形术控制近视进展效果的因素。
本研究为四川大学华西医院进行的一项为期 2 年的前瞻性研究。收集年龄、性别、身高、基线球镜等效屈光度、脉络膜厚度、眼轴等眼部生物测量参数,以及近距工作距离和时间、睡眠时间和户外活动时间等环境因素数据。在基线测量后,参与者在 2 年的镜片佩戴期间每 3 个月随访一次。主要观察指标为 2 年角膜塑形术治疗后眼轴延长量。所有变量均纳入单变量、3 水平分析模型,如果在统计学上有意义,则纳入最终的多变量多层次模型。
本研究共纳入 33 名参与者(平均年龄 9.73±1.55 岁)。在 2 年的镜片佩戴期间,双眼眼轴长度从第 9 个月开始显著增加,并持续到随访结束。2 年后,右眼和左眼眼轴长度的变化分别为 0.44±0.30mm 和 0.37±0.26mm(均 P<0.001)。基于 2 年的多层次模型,年龄、性别、基线球镜等效屈光度、更平坦的角膜曲率子午线和近距工作时间影响角膜塑形术的效果。
这是第一项使用多层次模型分析包括环境因素在内的影响角膜塑形术控制近视效果的因素的研究。结果表明,年龄较小、女性、基线近视程度较低、更平坦的角膜曲率子午线以及每天近距工作时间不超过 5 小时与 2 年治疗期间使用角膜塑形术更好地控制近视有关。