Dynamic functional network connectivity alterations in obesity

医学 神经科学 神经影像学 肥胖 功能连接 干预(咨询) 神经功能成像 认知 大脑定位 生物信息学 神经网络 认知心理学 动态网络分析 摄食行为
作者
Zhaoyi Chen,Jinkun Wang,Zhijuan Li,Jun Zhou,Tianli Lv,Qiuyu Xia,Chungchi Yuan,Minting Luo,Lu Liu,Bin Li
出处
期刊:Diabetes, Obesity and Metabolism [Wiley]
卷期号:28 (4): 2930-2940
标识
DOI:10.1111/dom.70476
摘要

AIMS: Obesity involves both metabolic and neural dysfunction, yet the temporal dynamics of brain connectivity remain unclear. This study applied dynamic functional network connectivity (dFNC) analysis to reveal time-varying brain network patterns in obesity. MATERIALS AND METHODS: Eighty-three individuals with obesity and 40 normal-weight controls underwent resting-state functional magnetic resonance imaging. After preprocessing and group independent component analysis, dFNC was estimated using a sliding-window approach and clustered into distinct connectivity states. Temporal metrics (fraction time, dwell time and transitions) were compared between groups, and correlations with clinical characteristics were analysed. RESULTS: Three recurring connectivity states were identified. Compared with controls, individuals with obesity showed enhanced coupling among the default mode, attention and visual networks, with reduced network flexibility-manifested as prolonged dwell time and fewer transitions. Uncontrolled eating correlated positively with time spent in maladaptive states, whereas cognitive restraint was negatively associated with participation in integrative states. CONCLUSIONS: Obesity is characterised by state-dependent reorganisation of large-scale brain networks and diminished temporal flexibility. These dynamic connectivity alterations are closely related to eating behaviour and metabolic characteristics, suggesting that dFNC provides a valuable neuroimaging framework for understanding impaired self-regulation in obesity and for guiding future intervention studies.
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