Lv Di, Liu Jing, Liu Die, Chen Yuanmei, Ye Fang, Hui Qin, Wang Chao, Tang Lijuan, Xia Meihong, Guo Jianning, Sun Qi, Zhang Qi
Department of Pediatrics, China-Japan Friendship Hospital, No. 2 Yinghuayuan East Street, Chaoyang District, Beijing, 100029, China.
Graduate School of Peking Union Medical College, Chinese Academy of Medical Sciences, Beijing, China.
BMC Public Health. 2025 May 1;25(1):1610. doi: 10.1186/s12889-025-22842-w.
Although previous studies have explored many risk factors associated with childhood asthma worldwide, limited studies have examined whether these risk factors differ in different regions. Our study aims to investigate whether there are differences in the factors influencing childhood asthma in Northern and Southern China and to explore possible reasons for this.
A cross-sectional analysis of 12,771 urban children aged 4-14 in China, we first applied a group Least Absolute Shrinkage and Selection Operator (LASSO) to influencing factors associated with childhood asthma, using cross-validation as the criterion. Then, we used logistic regression to calculate further the results. The Area Under the curve value used to evaluate model performance.
In Northern China, risk factors for childhood asthma include boys, previously hospitalized with eczema/dermatitis or asthmatic bronchitis or chronic cough, history of infected with viral, bacterial or mycoplasma, testing positive for allergens, having conjunctivitis or two or more allergy problems, paternal or maternal with asthma or conjunctivitis or eczema/dermatitis, autumn and winter and house decoration less than 1 year before move in; Older than 11 years and the frequency of airing the quilt are protective factor against asthma. In Southern China, risk factors include antibiotic use in neonates, previously hospitalized with asthmatic bronchitis, history of infected with viral, testing positive for allergens, having conjunctivitis, summer or winter, screen time more than 4 h per day and paternal or maternal with rhinitis.
Our findings suggested that risk or protective factors contributing to childhood asthma differ significantly between Northern and Southern China.
尽管此前全球已有多项研究探讨了与儿童哮喘相关的多种风险因素,但针对这些风险因素在不同地区是否存在差异的研究较少。我们的研究旨在调查中国北方和南方影响儿童哮喘的因素是否存在差异,并探究其可能原因。
对中国12771名4至14岁城市儿童进行横断面分析,我们首先将分组最小绝对收缩和选择算子(LASSO)应用于与儿童哮喘相关的影响因素,以交叉验证为标准。然后,我们使用逻辑回归进一步计算结果。曲线下面积值用于评估模型性能。
在中国北方,儿童哮喘的风险因素包括男孩、曾因湿疹/皮炎、喘息性支气管炎或慢性咳嗽住院、有病毒、细菌或支原体感染史、过敏原检测呈阳性、患有结膜炎或有两种或更多过敏问题、父母患有哮喘、结膜炎或湿疹/皮炎、秋冬季节以及入住前房屋装修时间不足1年;11岁以上以及晒被子频率是哮喘的保护因素。在中国南方,风险因素包括新生儿使用抗生素、曾因喘息性支气管炎住院、有病毒感染史、过敏原检测呈阳性、患有结膜炎、夏季或冬季、每天屏幕使用时间超过4小时以及父母患有鼻炎。
我们的研究结果表明,中国北方和南方导致儿童哮喘的风险或保护因素存在显著差异。