Li Xiaona, Tian Dan, Qin Pei, Guo Wen, Lu Jing, Zhu Wenfang, Zhang Qun, Wang Jianming
Health Management Center, The First Affiliated Hospital with Nanjing Medical University, Nanjing, 210029, China.
Department of Health Management, School of Public Health, Center for Global Health, Nanjing Medical University, Nanjing, 211166, China.
BMC Public Health. 2021 Jun 14;21(1):1138. doi: 10.1186/s12889-021-11189-7.
Mental health is affected by both genetic and environmental factors. However, previous studies have showed conflict findings about the role of lifestyle and little is known about the situation of the Chinese population. The purpose of this study was to explore the relationship between the frequency of food consumption, physical exercise condition and mental health, as well as factors related to mental stress in Chinese.
We recruited 8160 residents who had health examinations in a public hospital during June 2016 to May 2018. Demographic characteristics, the frequency of food consumption, physical exercise condition and mental health status was collected by a questionnaire. We estimated the association using the odds ratio (OR) and 95% confidence interval (CI) based on Binary or ordinal logistic regression models. A classification and regression tree (CART) demonstrated the prediction of the value of a target variable based on other values.
The logistic regression model and classification tree model both found that the frequency of fresh vegetables or fruit and fried foods consumption and the current state of drinking alcohol were related to mental stress. The degree of mental stress reduced significantly with increasing consumption of fish (OR = 0.80, 95% CI: 0.71-0.90) and regular exercise (OR = 0.55, 95% CI:0.48-0.64) in females and increased consumption of fish (OR = 0.55, 95% CI: 0.48-0.64) and cereal crop (OR = 0.77, 95% CI: 0.68-0.89), fish (OR = 0.87, 95%CI:0.77-0.96) and regular exercise (OR = 0.61, 95%CI:0.53-0.70) in males. On the contrary, the frequency of consumption of desserts (OR = 1.43, 95% CI: 1.26-1.62) and the current of drinking alcohol (OR = 1.47, 95%CI:1.21-1.79) in females and meat (OR = 1.47, 95%CI: 1.31-1.65), pickled and smoked food (OR = 1.18, 95%CI:1.05-1.32) and the current state of drinking alcohol (OR = 1.25, 95%CI:1.12-1.40) in males were related to an increased risk of mental health.
Our study showed that both the frequency of some food consumption and physical exercise condition were associated with mental health and affected the degree of stress, which provided novel insights into interventions.
心理健康受到遗传和环境因素的影响。然而,先前的研究对于生活方式的作用得出了相互矛盾的结果,且对中国人群的情况知之甚少。本研究的目的是探讨食物消费频率、体育锻炼状况与心理健康之间的关系,以及中国人群中与精神压力相关的因素。
我们招募了2016年6月至2018年5月期间在一家公立医院进行健康检查的8160名居民。通过问卷调查收集人口统计学特征、食物消费频率、体育锻炼状况和心理健康状况。我们基于二元或有序逻辑回归模型,使用比值比(OR)和95%置信区间(CI)来估计关联。分类回归树(CART)基于其他值展示了目标变量值的预测。
逻辑回归模型和分类树模型均发现,新鲜蔬菜或水果、油炸食品的消费频率以及当前饮酒状况与精神压力有关。女性中,随着鱼类消费量的增加(OR = 0.80,95% CI:0.71 - 0.90)和规律锻炼(OR = 0.55,95% CI:0.48 - 0.64),精神压力程度显著降低;男性中,随着鱼类消费量的增加(OR = 0.55,95% CI:0.48 - 0.64)、谷物作物消费量的增加(OR = 0.77,95% CI:0.68 - 0.89)、鱼类消费量的增加(OR = 0.87,95% CI:0.77 - 0.96)和规律锻炼(OR = 0.61,95% CI:0.53 - 0.70),精神压力程度显著降低。相反,女性中甜点的消费频率(OR = 1.43,95% CI:1.26 - 1.62)和当前饮酒状况(OR = 1.47,95% CI:1.21 - 1.79),以及男性中肉类的消费频率(OR = 1.47,95% CI:1.31 - 1.65)、腌制和烟熏食品的消费频率(OR = 1.18,95% CI:1.05 - 1.32)和当前饮酒状况(OR = 1.25,95% CI:1.12 - 1.40)与心理健康风险增加有关。
我们的研究表明,某些食物的消费频率和体育锻炼状况均与心理健康相关,并影响压力程度,这为干预措施提供了新的见解。