Neuroimaging Study on Brain Structural Network Topological Properties Affected by Obesity in Childen and Adolescents.

IF 3.7 3区 医学 Q2 NEUROSCIENCES
Xin Wang, Qian Li, Ruizhu Wang, Fei Yang, Yanli Xi, Ming Yang
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引用次数: 0

Abstract

Objective: To examine alterations in the topological properties of brain structural networks in obese adolescents through graph theory analysis.

Method: A total of 86 obese adolescents admitted to the Department of Child Health Care at the Children's Hospital of Nanjing Medical University from January 2023 to April 2024 were prospectively enrolled. This cohort included 60 patients in the simple obesity group (Simple OB), 26 patients in the obese group with metabolic syndrome (MS), and 24 healthy volunteers in the control group (CON). All participants underwent DTI scans of the head, anthropometric assessments, and blood tests. Using graph theory, a whole-brain structural network was constructed, and global and nodal topological properties were calculated. Modular analysis was also conducted, and the differences among the three groups were compared using one-way ANOVA. Post-hoc corrections were applied after ANOVA.

Results: (1) There were no significant differences in gender, age or fasting blood glucose (FBG) among the three groups. However, there were significant differences in body height(p < 0.001), body weight (p < 0.001), BMI (p < 0.001), Waist circumference (p = 0.006), DBP (p = 0.005), systolic blood pressure (SBP) (p = 0.004), HDL-C (p = 0.002) among the three groups. Compared with the CON group, there were significant differences in TBF (p < 0.001), TG (p < 0.001), TC (p = 0.029), ALT (p < 0.001), AST (p = 0.020), FINS (p = 0.019) between the OB group and the MS group. (2) The small-world attribute (σ), characteristic path length (Lp) and global efficiency (Eg) did not differ significantly among the three groups (p > 0.05). However, the clustering coefficient (Cp) and local efficiency (Eloc) varied among the three groups, with both Cp and Eloc values being lower in the OB group than in the CON group(p = 0.039 and 0.041 respectively). Node level analysis revealed differences in node properties in the left frontal lobe, right insula, right anterior central gyrus, left anterior cingulate gyrus, left anterior cuneus and bilateral occipital lobes. The modular analysis revealed that the connection strength between the Association and Limbic modules in the OB group was significantly higher than that in the CON group (p = 0.033). (3) The Eloc was negatively correlated with TBF(β = - 0.227, p = 0.036), The modularity was negatively correlated with FINS (β = - 0.293, p = 0.006).

Conclusion: Adolescent obesity results in aberrant topological properties of brain's structural network, leading to abnormalities in brain regions associated with self-awareness, cognitive control, emotional regulation and sensorimotor functions in adolescents with obesity. At the level of the brain's structural network, these findings may provide insights into the underlying neural mechanisms of obesity and offer imaging evidence to support clinical interventions.

儿童和青少年肥胖影响脑结构网络拓扑特性的神经影像学研究。
目的:通过图论分析探讨肥胖青少年脑结构网络拓扑特性的变化。方法:对2023年1月至2024年4月南京医科大学儿童医院儿童保健科收治的86例肥胖青少年进行前瞻性研究。本队列包括单纯性肥胖组(simple OB) 60例,肥胖合并代谢综合征(MS)组(26例)和对照组(CON) 24例健康志愿者。所有参与者都进行了头部DTI扫描、人体测量评估和血液测试。利用图论构建了全脑结构网络,并计算了网络的全局和节点拓扑性质。并进行模块化分析,采用单因素方差分析比较三组间的差异。方差分析后进行事后校正。结果:(1)三组患者在性别、年龄、空腹血糖(FBG)方面无显著差异。三组患者的身高(p < 0.001)、体重(p < 0.001)、BMI (p < 0.001)、腰围(p = 0.006)、舒张压(p = 0.005)、收缩压(p = 0.004)、HDL-C (p = 0.002)差异均有统计学意义。与CON组比较,OB组与MS组TBF (p < 0.001)、TG (p < 0.001)、TC (p = 0.029)、ALT (p < 0.001)、AST (p = 0.020)、FINS (p = 0.019)差异均有统计学意义。(2)小世界属性(σ)、特征路径长度(Lp)和整体效率(Eg)在三组间无显著差异(p < 0.05)。然而,三组之间的聚类系数(Cp)和局部效率(Eloc)存在差异,OB组的Cp和Eloc值均低于CON组(p分别= 0.039和0.041)。节点水平分析显示,左额叶、右岛叶、右中央前回、左扣带回前回、左楔前叶和双侧枕叶的节点性质存在差异。模块化分析显示,OB组Association和Limbic模块之间的连接强度显著高于CON组(p = 0.033)。(3) Eloc与TBF呈负相关(β = - 0.227, p = 0.036),模块化与FINS呈负相关(β = - 0.293, p = 0.006)。结论:青少年肥胖导致大脑结构网络拓扑特性异常,导致肥胖青少年大脑自我意识、认知控制、情绪调节和感觉运动功能相关区域异常。在大脑结构网络的水平上,这些发现可能为肥胖的潜在神经机制提供见解,并为临床干预提供影像学证据。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
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来源期刊
Brain Research Bulletin
Brain Research Bulletin 医学-神经科学
CiteScore
6.90
自引率
2.60%
发文量
253
审稿时长
67 days
期刊介绍: The Brain Research Bulletin (BRB) aims to publish novel work that advances our knowledge of molecular and cellular mechanisms that underlie neural network properties associated with behavior, cognition and other brain functions during neurodevelopment and in the adult. Although clinical research is out of the Journal''s scope, the BRB also aims to publish translation research that provides insight into biological mechanisms and processes associated with neurodegeneration mechanisms, neurological diseases and neuropsychiatric disorders. The Journal is especially interested in research using novel methodologies, such as optogenetics, multielectrode array recordings and life imaging in wild-type and genetically-modified animal models, with the goal to advance our understanding of how neurons, glia and networks function in vivo.
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