Department of Food and Nutrition, University of Helsinki, P.O. Box 66, Helsinki, FI-00014, Finland.
New Children's Hospital, Pediatric Research Center, University of Helsinki and Helsinki University Hospital, Stenbäckinkatu 9, P.O. Box 347, Helsinki, FI-00029, Finland.
BMC Pediatr. 2024 Nov 19;24(1):749. doi: 10.1186/s12887-024-05218-8.
The increase in allergic diseases in children has coincided with the westernization of lifestyles. Although clustering of modifiable lifestyles has been frequently reported in children, there is limited research on how lifestyle factors collectively contribute to allergic conditions. Our aim was to identify lifestyle clusters among Finnish school-aged children and explore their associations with the prevalence of allergic disease symptoms and sensitization.
We used cross-sectional data from the international ISCOLE survey and its Finnish ancillary allergy study conducted in 2012-2013. We studied 148-461 children aged 9-11 years living in the metropolitan area of Finland. Parents completed a questionnaire on their child's allergic disease symptoms, and specific IgE responses from blood samples were analyzed to determine allergic sensitization. Lifestyle factors considered in clustering were moderate-to-vigorous-physical activity (MVPA) and nighttime sleep recorded by accelerometers, screen time inquired via a questionnaire, and healthy and unhealthy dietary patterns from food frequency questionnaire data. Lifestyle clusters were identified using K-means cluster analysis, and their associations with allergic disease symptoms and sensitization were explored using logistic regression models.
Two distinct and stable clusters were identified: 'healthier lifestyle & lower MVPA' and 'unhealthier lifestyle & higher MVPA'. After adjustments, children in the 'unhealthier lifestyle & higher MVPA' cluster did not show significantly different odds for symptoms of asthma (OR: 0.80, 95% CI: 0.46-1.37), allergic rhinitis (OR: 1.32, 95% CI: 0.77-2.24), or eczema (OR: 0.89, 95% CI: 0.43-1.77) as compared to those in the 'healthier lifestyle & lower MVPA' cluster. Similar results were observed for sensitization to ≥ 1 inhaled allergen (OR: 1.27, 95% CI: 0.53-3.10) and sensitization to ≥ 1 food allergen (OR: 0.91, 95% CI: 0.30-2.60).
The results suggest that modifiable lifestyle factors may not play a significant role in allergic conditions within the examined age group. Lifestyle behaviors established in earlier childhood may serve as more credible predictors of allergic outcomes.
儿童过敏疾病的增加与生活方式的西化同时发生。尽管可改变的生活方式聚类在儿童中经常被报道,但关于生活方式因素如何共同导致过敏状况的研究有限。我们的目的是确定芬兰学龄儿童的生活方式聚类,并探讨它们与过敏疾病症状和过敏敏化的患病率之间的关联。
我们使用了 2012-2013 年进行的国际 ISCOLE 调查及其芬兰辅助过敏研究的横断面数据。我们研究了居住在芬兰大都市区的 148-461 名 9-11 岁的儿童。父母完成了一份关于孩子过敏疾病症状的问卷,并且通过血液样本分析了特定的 IgE 反应,以确定过敏敏化。聚类中考虑的生活方式因素包括通过加速度计记录的中度至剧烈体力活动 (MVPA) 和夜间睡眠时间、通过问卷询问的屏幕时间以及来自食物频率问卷数据的健康和不健康的饮食模式。使用 K 均值聚类分析确定生活方式聚类,并使用逻辑回归模型探讨它们与过敏疾病症状和敏化的关联。
确定了两个不同且稳定的聚类:“更健康的生活方式和较低的 MVPA”和“更不健康的生活方式和更高的 MVPA”。调整后,与“更健康的生活方式和较低的 MVPA”聚类相比,“更不健康的生活方式和更高的 MVPA”聚类的儿童患哮喘症状的几率没有显著差异(OR:0.80,95%CI:0.46-1.37)、过敏性鼻炎(OR:1.32,95%CI:0.77-2.24)或湿疹(OR:0.89,95%CI:0.43-1.77)。对于对≥1 种吸入过敏原的过敏敏化(OR:1.27,95%CI:0.53-3.10)和对≥1 种食物过敏原的过敏敏化(OR:0.91,95%CI:0.30-2.60),也观察到了类似的结果。
结果表明,可改变的生活方式因素在被检查的年龄组中可能不会对过敏状况产生重大影响。在儿童早期建立的生活方式行为可能是过敏结果的更可信预测因素。