Altered hippocampal effective connectivity predicts BMI and food approach behavior in children with obesity

被引:0
|
作者
Li, Wei [1 ]
Chen, Ximei [1 ]
Gao, Xiao [1 ,2 ]
Pang, Qingge [1 ]
Guo, Cheng [1 ,2 ]
Song, Shiqing [4 ]
Liu, Yong [1 ,2 ]
Shi, Pan [1 ]
Chen, Hong [1 ,2 ,3 ]
机构
[1] Southwest Univ, Fac Psychol, 2 Tiansheng Rd, Chongqing 400715, Peoples R China
[2] Southwest Univ, Fac Psychol, Key Lab Cognit & Personal, Minist Educ, Chongqing 400715, Peoples R China
[3] Southwest Univ, Fac Psychol, Res Ctr Psychol & Social Dev, Chongqing 400715, Peoples R China
[4] Shaanxi Normal Univ, Sch Psychol, Xian 710062, Peoples R China
基金
中国国家自然科学基金;
关键词
Childhood obesity; Hippocampus; Eating behaviors; Effective connectivity; Spectral dynamic casual modeling; EATING BEHAVIOR; FUNCTIONAL CONNECTIVITY; INDIVIDUAL-DIFFERENCES; BRAIN CONNECTIVITY; WEIGHT-LOSS; REWARD; NETWORKS; ACTIVATION; MOTIVATION; REGIONS;
D O I
10.1016/j.ijchp.2024.100541
中图分类号
B849 [应用心理学];
学科分类号
040203 ;
摘要
Objective: The vicious circle model of obesity proposes that the hippocampus plays a crucial role in food reward processing and obesity. However, few studies focused on whether and how pediatric obesity influences the potential direction of information exchange between the hippocampus and key regions, as well as whether these alterations in neural interaction could predict future BMI and eating behaviors. Methods: In this longitudinal study, a total of 39 children with excess weight (overweight/obesity) and 51 children with normal weight, aged 8 to 12, underwent resting-state fMRI. One year later, we conducted follow-up assessments of eating behaviors and BMI. Resting-state functional connectivity and spectral dynamic casual modeling (spDCM) technique were used to examine altered functional and effective connectivity (EC) of the hippocampus in children with overweight/obesity. Linear support vector regression, a machine learning method, was employed to further investigate whether these sensitive hippocampal connections at baseline could predict future BMI and eating behaviors. Results: Compared to controls, children with excess weight displayed abnormal bidirectional inhibitory effects between the right hippocampus and left postcentral gyrus (PoCG), that is, stronger inhibitory hippocampus-*PoCG EC but weaker inhibitory PoCG-*hippocampus EC, which further predicted BMI and food approach behavior one year later. Conclusion: These findings point to a particularly important role of abnormal information exchange between the hippocampus and somatosensory cortex in pediatric obesity and future food approach behavior, which provide novel insights into the neural hierarchical mechanisms underlying childhood obesity and further expand the spDCM model of adult obesity by identifying the directionality of abnormal influences between crucial circuits associated with appetitive regulation.
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页数:10
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