Department of Cognitive Neuroscience, Donders Institute for Brain, Cognition and Behavior, Radboudumc, Nijmegen, Gelderland, the Netherlands.
Interdisciplinary Center Psychopathology and Emotion Regulation, University of Groningen, University Medical Center Groningen, Hanzeplein 1, Groningen, the Netherlands.
Brain Behav Immun. 2022 Nov;106:100-110. doi: 10.1016/j.bbi.2022.07.165. Epub 2022 Aug 6.
Dietary patterns have been associated with variations in behavior. However, evidence has been limited and mixed, and the underlying mechanism remains unclear.
Extend a previous study reporting significant associations between food patterns and behavioral disinhibition and explore whether low-grade inflammation is linked to behaviors and mediates the association between diet and behavioral disinhibition.
Among participants of the UK Biobank (UKB) we extracted a single behavioral disinhibition principal component using the UKB touchscreen questionnaire, Mental Health Questionnaire (MHQ), and registered diagnoses. We identified four dietary patterns (prudent diet, elimination of wheat/dairy/eggs, meat-based diet, full-cream dairy consumption) by using the Food Frequency Questionnaire (FFQ). Immune biomarkers and an aggregated inflammation score (INFLA-score) were used to characterize low-grade inflammation. Associations between dietary patterns and immune biomarkers, between immune biomarkers and disinhibition were assessed, with adjustment for demographics, lifestyle factors, and somatic health conditions. Next, mediation analyses were run to examine whether the association between dietary patterns and disinhibition was partially explained by inflammatory levels. We also conducted subgroup analyses to explore whether associations and the mediation effect differed by sex, age, ethnicity/race, body-mass-index (BMI), and socioeconomic status (SES).
The prudent diet was negatively, and the meat-based diet was positively associated with several pro-inflammatory biomarkers. Most immune biomarkers were positively associated with disinhibition (numbers of lymphocytes (β = 0.082, p < 0.001), monocytes (β = 0.043, p < 0.001), neutrophils (β = 0.071, p < 0.001), platelets (β = 0.022, p < 0.001), leukocytes (β = 0.093, p < 0.001), C-reactive protein (β = 0.051, p < 0.001), and for INFLA-score (β = 0.074, p < 0.001). In the mediation model, the INFLA-score mediated the association between prudent diet and meat-based diet and disinhibition score, with a significant indirect effect of low-grade inflammation for the prudent diet-disinhibition association (β = -0.007, p < 0.001) and for meat-disinhibition association (β = 0.001, p < 0.001)). Although all effects were small, covariates and interaction term adjustments did not attenuate the effects, and neither did most subgroup-only analyses.
The prudent diet was associated with a lower disinhibition score and this effect was partially mediated by the lower inflammation. Reversely, the meat-based diet was linked to more inflammation, which was associated with more disinhibition. Our findings suggest mediating effects of immune function in the relationship between diet and behavioral disinhibition. However further alternative designs such as interventional trials are needed to establish causal effects.
饮食模式与行为变化有关。然而,证据有限且不一致,其潜在机制仍不清楚。
扩展之前报告食物模式与行为抑制之间存在显著关联的研究,并探讨低度炎症是否与行为有关,并在饮食与行为抑制之间的关联中起中介作用。
我们从英国生物银行(UKB)的参与者中提取了一个单一的行为抑制主成分,使用 UKB 触摸屏问卷、心理健康问卷(MHQ)和注册诊断。我们通过使用食物频率问卷(FFQ)确定了四种饮食模式(谨慎饮食、消除小麦/奶制品/鸡蛋、以肉为主的饮食、全脂奶制品消费)。免疫生物标志物和炎症综合评分(INFLA 评分)用于描述低度炎症。评估饮食模式与免疫生物标志物之间的关联,以及免疫生物标志物与抑制之间的关联,并进行调整以考虑人口统计学、生活方式因素和躯体健康状况。接下来,进行中介分析以检查饮食模式与抑制之间的关联是否部分由炎症水平解释。我们还进行了亚组分析,以探讨关联和中介效应是否因性别、年龄、种族/民族、体质指数(BMI)和社会经济地位(SES)而有所不同。
谨慎饮食与几种促炎生物标志物呈负相关,而以肉为主的饮食与几种促炎生物标志物呈正相关。大多数免疫生物标志物与抑制呈正相关(淋巴细胞数量(β=0.082,p<0.001)、单核细胞(β=0.043,p<0.001)、中性粒细胞(β=0.071,p<0.001)、血小板(β=0.022,p<0.001)、白细胞(β=0.093,p<0.001)、C 反应蛋白(β=0.051,p<0.001)和 INFLA 评分(β=0.074,p<0.001))。在中介模型中,INFLA 评分介导了谨慎饮食和以肉为主的饮食与抑制评分之间的关联,低度炎症对谨慎饮食与抑制之间的关联(β=-0.007,p<0.001)和肉类与抑制之间的关联(β=0.001,p<0.001)有显著的间接影响)。尽管所有影响都很小,但调整协变量和交互项并不能减弱这些影响,大多数仅亚组分析也不能减弱这些影响。
谨慎饮食与较低的抑制评分相关,这种影响部分是由较低的炎症介导的。相反,以肉为主的饮食与更多的炎症有关,而炎症与更多的抑制有关。我们的研究结果表明,免疫功能在饮食与行为抑制之间的关系中具有中介作用。然而,还需要进一步的替代设计,如干预试验,以确定因果效应。