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学龄前儿童的饮食摄入与哮喘:逻辑套索回归分析

Dietary Intake and Asthma in Preschoolers: A Logistic Lasso Regression Analysis.

作者信息

Qu Yangming, Pan Chengliang, Guo Shijie, Wu Hui

机构信息

Department of Neonatology, The First Hospital of Jilin University, Changchun, China.

College Clinical Medicine, Jilin University, Changchun, China.

出版信息

Front Pediatr. 2022 Jun 3;10:870529. doi: 10.3389/fped.2022.870529. eCollection 2022.

Abstract

BACKGROUND

Asthma is a common chronic disease among children, especially preschoolers. Some evidence suggests that diet may play a role in asthma, but the current findings are contradictory. The objective of our study was to determine the association between dietary intake and asthma in preschool children aged 2-5 years.

METHODS

We selected preschool children aged 2-5 years with complete data on asthma diagnosis, diet, and body mass index (BMI) from the national health and nutrition examination survey (NHANES) database. In a selected population, children with self-reported asthma were included in the final sample. In children without self-reported asthma, we further used propensity score matching (PSM) to match age and sex for sampling, maintaining a ratio of 1:4 for cases. Lasso regression was used to identify dietary factors affecting asthma in preschoolers.

RESULTS

A total of 269 children with self-reported asthma and 1,076 children without self-reported asthma were included in our study. Univariate analysis showed that there were significant differences in ethnicity and dietary zinc intake between asthmatic children and children without asthma. After adjusting for all dietary and demographic variables, the results of logistic Lasso regression analysis showed that non-Hispanic black (β = 0.65), vitamin B12 (β = 0.14), and sodium (β = 0.05) were positively associated with childhood asthma, while Vitamin K (β = -0.04) was negatively associated with childhood asthma.

CONCLUSION

In conclusion, our study confirms that non-Hispanic black and dietary sodium intake are associated with a higher risk of asthma in preschoolers. In addition, our study found that dietary vitamin B12 was positively associated with childhood asthma, while vitamin K was negatively associated with childhood asthma.

摘要

背景

哮喘是儿童尤其是学龄前儿童常见的慢性疾病。一些证据表明饮食可能在哮喘中起作用,但目前的研究结果相互矛盾。我们研究的目的是确定2至5岁学龄前儿童的饮食摄入与哮喘之间的关联。

方法

我们从国家健康和营养检查调查(NHANES)数据库中选择了2至5岁、有哮喘诊断、饮食和体重指数(BMI)完整数据的学龄前儿童。在选定人群中,自我报告有哮喘的儿童被纳入最终样本。在没有自我报告哮喘的儿童中,我们进一步使用倾向评分匹配(PSM)按年龄和性别进行抽样匹配,病例与对照的比例保持为1:4。采用套索回归分析确定影响学龄前儿童哮喘的饮食因素。

结果

我们的研究共纳入了269名自我报告有哮喘的儿童和1076名自我报告无哮喘的儿童。单因素分析显示,哮喘儿童与无哮喘儿童在种族和饮食锌摄入量方面存在显著差异。在对所有饮食和人口统计学变量进行调整后,逻辑套索回归分析结果显示,非西班牙裔黑人(β = 0.65)、维生素B12(β = 0.14)和钠(β = 0.05)与儿童哮喘呈正相关,而维生素K(β = -0.04)与儿童哮喘呈负相关。

结论

总之,我们的研究证实非西班牙裔黑人和饮食中钠的摄入量与学龄前儿童哮喘风险较高有关。此外,我们的研究发现饮食中维生素B12与儿童哮喘呈正相关,而维生素K与儿童哮喘呈负相关。

https://cdn.ncbi.nlm.nih.gov/pmc/blobs/a023/9204041/5176221ced8d/fped-10-870529-g0001.jpg

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