Toyomaki Atsuhito, Koga Minori, Okada Emiko, Nakai Yukiei, Miyazaki Akane, Tamakoshi Akiko, Kiso Yoshinobu, Kusumi Ichiro
Department of Psychiatry, Graduate School of Medicine, Hokkaido University, Sapporo, Hokkaido, Japan.
Department of Public Health, Graduate School of Medicine, Hokkaido University, Sapporo, Hokkaido, Japan.
PLoS One. 2017 Jul 13;12(7):e0181057. doi: 10.1371/journal.pone.0181057. eCollection 2017.
Several studies indicate that dietary habits are associated with mental health. We are interested in identifying not a specific single nutrient/food group but the population preferring specific food combinations that can be related to mental health. Very few studies have examined relationships between dietary patterns and multifaceted mental states using cluster analysis. The purpose of this study was to investigate population-level dietary patterns associated with mental state using cluster analysis. We focused on depressive state, sleep quality, subjective well-being, and impulsive behaviors using rating scales. Two hundred and seventy-nine Japanese middle-aged people participated in the present study. Dietary pattern was estimated using a brief self-administered diet-history questionnaire (the BDHQ). We conducted K-means cluster analysis using thirteen BDHQ food groups: milk, meat, fish, egg, pulses, potatoes, green and yellow vegetables, other vegetables, mushrooms, seaweed, sweets, fruits, and grain. We identified three clusters characterized as "vegetable and fruit dominant," "grain dominant," and "low grain tendency" subgroups. The vegetable and fruit dominant group showed increases in several aspects of subjective well-being demonstrated by the SF-8. Differences in mean subject characteristics across clusters were tested using ANOVA. The low frequency intake of grain group showed higher impulsive behavior, demonstrated by BIS-11 deliberation and sum scores. The present study demonstrated that traditional Japanese dietary patterns, such as eating rice, can help with beneficial changes in mental health.
多项研究表明,饮食习惯与心理健康有关。我们感兴趣的不是确定一种特定的单一营养素/食物组,而是找出偏好特定食物组合且可能与心理健康相关的人群。很少有研究使用聚类分析来研究饮食模式与多方面心理状态之间的关系。本研究的目的是使用聚类分析来调查与心理状态相关的人群层面的饮食模式。我们使用评分量表关注抑郁状态、睡眠质量、主观幸福感和冲动行为。279名日本中年人参与了本研究。饮食模式通过一份简短的自填式饮食史问卷(BDHQ)进行评估。我们使用BDHQ的13个食物组进行了K均值聚类分析:牛奶、肉类、鱼类、蛋类、豆类、土豆、绿色和黄色蔬菜、其他蔬菜、蘑菇、海藻、甜食、水果和谷物。我们确定了三个聚类,分别为“以蔬菜和水果为主”、“以谷物为主”和“低谷物倾向”亚组。以蔬菜和水果为主的组在SF-8显示的主观幸福感的几个方面有所增加。使用方差分析测试了各聚类间平均受试者特征的差异。谷物摄入量低的组表现出更高的冲动行为,这通过BIS-11深思熟虑和总分得以证明。本研究表明,传统的日本饮食模式,如吃米饭,有助于心理健康的有益变化。