Section of Academic Ophthalmology, School of Life Course Sciences, FoLSM, King's College London, London, UK.
Department of Twin Research & Genetic Epidemiology, School of Life Course Sciences, FoLSM, King's College London, London, UK.
Br J Ophthalmol. 2019 Aug;103(8):1078-1084. doi: 10.1136/bjophthalmol-2018-312439. Epub 2018 Nov 6.
Myopia is an increasingly prevalent condition globally. A greater understanding of contemporaneous, early life factors associated with myopia risk is urgently required, particularly in younger onset myopia as this correlates with higher severity and increased complications in adult life.
Analysis of a subset of the longitudinal, UK-based Twins Early Development Study (n=1991) recruited at birth between 1994 and 1996. Subjective refraction was obtained from the twin's optometrists; mean age 16.3 years (SD 1.7). Myopia was defined as mean spherical equivalent ≤-0.75 dioptres. A life course epidemiology approach was used to appropriately weight candidate myopia risk factors during critical periods of eye growth. Adjusted ORs for myopia were estimated using multivariable logistic regression models at each life stage, together with variance explained (r) and area under the receiver operator characteristic curve (AUROC) statistic of predictive models.
Factors significantly associated with myopia included level of maternal education (OR 1.33, 95% CI 1.11 to 1.59), fertility treatment (OR 0.63, 95% CI 0.43 to 0.92), summer birth (OR 1.93, 95% CI 1.28 to 2.90) and hours spent playing computer games (OR 1.03, 95% CI 1.01 to 1.06). The total variance explained by this model was 4.4 % (p<0.001) and the AUROC was 0.68 (95% CI 0.64 to 0.72). Consistent associations were observed with socioeconomic status, educational attainment, reading enjoyment and cognitive variables, particularly verbal cognition, at multiple points over the life course.
This study identifies known and novel associations with myopia during childhood development; associated factors identified in early life reflect sociological and lifestyle trends such as rates of maternal education, fertility treatment, early schooling and computer games.
近视是一种在全球范围内日益普遍的疾病。我们迫切需要更好地了解当代与近视风险相关的早期生活因素,尤其是在近视发病较早的患者中,因为这与成年后近视的严重程度和并发症的增加有关。
对出生于 1994 年至 1996 年间的英国双胞胎早期发展研究(Twins Early Development Study)的一个子样本(n=1991)进行分析。由双胞胎的验光师获得主观折射;平均年龄 16.3 岁(SD 1.7)。近视定义为平均等效球镜值≤-0.75 屈光度。采用生命历程流行病学方法,在眼球生长的关键时期对候选近视危险因素进行适当加权。在每个生命阶段,使用多变量逻辑回归模型估计近视的调整比值比(OR),并计算预测模型的解释方差(r)和受试者工作特征曲线(ROC)下面积(AUROC)。
与近视显著相关的因素包括母亲教育水平(OR 1.33,95%置信区间 1.11 至 1.59)、生育治疗(OR 0.63,95%置信区间 0.43 至 0.92)、夏季出生(OR 1.93,95%置信区间 1.28 至 2.90)和玩电脑游戏的时间(OR 1.03,95%置信区间 1.01 至 1.06)。该模型解释的总方差为 4.4%(p<0.001),AUROC 为 0.68(95%置信区间 0.64 至 0.72)。在整个生命历程中,还观察到与社会经济地位、教育程度、阅读乐趣和认知变量(尤其是言语认知)的一致关联。
本研究确定了儿童发育过程中近视的已知和新的关联;生命早期确定的相关因素反映了社会学和生活方式的趋势,如母亲教育程度、生育治疗、早期学校教育和电脑游戏的普及程度。