Department of Data Science, Inha University, Incheon, South Korea.
Department of Electrical and Computer Engineering, Sungkyunkwan University, Suwon, South Korea.
Hum Brain Mapp. 2024 Sep;45(13):e70019. doi: 10.1002/hbm.70019.
Understanding the brain's mechanisms in individuals with obesity is important for managing body weight. Prior neuroimaging studies extensively investigated alterations in brain structure and function related to body mass index (BMI). However, how the network communication among the large-scale brain networks differs across BMI is underinvestigated. This study used diffusion magnetic resonance imaging of 290 young adults to identify links between BMI and brain network mechanisms. Navigation efficiency, a measure of network routing, was calculated from the structural connectivity computed using diffusion tractography. The sensory and frontoparietal networks indicated positive associations between navigation efficiency and BMI. The neurotransmitter association analysis identified that serotonergic and dopaminergic receptors, as well as opioid and norepinephrine systems, were related to BMI-related alterations in navigation efficiency. The transcriptomic analysis found that genes associated with network routing across BMI overlapped with genes enriched in excitatory and inhibitory neurons, specifically, gene enrichments related to synaptic transmission and neuron projection. Our findings suggest a valuable insight into understanding BMI-related alterations in brain network routing mechanisms and the potential underlying cellular biology, which might be used as a foundation for BMI-based weight management.
了解肥胖个体大脑的机制对于控制体重很重要。先前的神经影像学研究广泛研究了与体重指数(BMI)相关的大脑结构和功能的变化。然而,BMI 如何影响大脑网络间的网络通信尚待研究。本研究使用扩散磁共振成像对 290 名年轻成年人进行了研究,以确定 BMI 与大脑网络机制之间的联系。导航效率是一种衡量网络路由的指标,它是从基于扩散轨迹计算得出的结构连通性中计算出来的。感觉和额顶叶网络表明导航效率与 BMI 之间存在正相关。神经递质关联分析发现,5-羟色胺能和多巴胺能受体以及阿片类和去甲肾上腺素系统与导航效率与 BMI 相关的变化有关。转录组分析发现,与 BMI 相关的网络路由相关的基因与兴奋和抑制神经元中富集的基因重叠,特别是与突触传递和神经元投射相关的基因富集。我们的研究结果为理解 BMI 相关的大脑网络路由机制的改变以及潜在的细胞生物学提供了有价值的见解,这可能为基于 BMI 的体重管理提供基础。