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孤独症谱系障碍患者大脑功能连接梯度异常分析

Analysis of abnormal brain functional connectivity gradient in patients with autism spectrum disorder

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目的 结合脑功能连接梯度分析方法,分析孤独症谱系障碍(ASD)患者和健康对照(TC)的脑功能连接梯度特征.方法 纳入1 373名被试(ASD/TC:684/689).基于ASD组和TC组的静息态功能磁共振成像,建立静息态功能连接(RSFC)矩阵;根据RSFC矩阵构建相似性矩阵,计算大脑功能连接梯度;采用双样本t检验比较ASD组和TC组全局指标和局部梯度分数异常的差异与变化;并研究统计检验结果中存在显著差异的脑网络与相关量表评分之间的相关性.结果 ASD组第一梯度的梯度解释率和梯度变异性显著低于TC组(P<0.05);ASD组局部梯度分数异常主要位于默认模式网络、感觉运动网络(P<0.05),涉及初级的感知觉加工和高级的抽象认知,且与患者量表评分存在负相关.结论 ASD患者感觉运动网络和默认模式网络的功能连接梯度存在异常,可能为探索ASD的病因机制提供新视角.
Objective To analyze the characteristics of brain functional connectivity gradient in patients with autism spectrum disorder(ASD)and typical controls(TC)based on the brain functional connectivity gradient analysis.Methods This study included 1 373 subjects(ASD/TC:684/689).Based on the resting-state functional magnetic resonance imaging of ASD group and TC group,the resting-state functional connectivity(RSFC)matrix was established.The affinity matrix was constructed according to RSFC matrix to calculate the brain functional connectivity gradient.Two-sample t test was used to compare the differences and changes of global index and local gradient score anomaly between ASD group and TC group.The correlation between brain networks with significant differences in statistical test results and scores of related scales was studied.Results The gradient explanation rate and gradient variability of the first gradient in ASD group were significantly lower than those in TC group(P<0.05).The local gradient score anomaly in ASD group was mainly in default mode network and somatomotor network(P<0.05),involving primary perceptual processing and advanced abstract cognition,and were negatively correlated with patient scale scores.Conclusion Abnormalities in the functional connectivity gradient of default mode network and somatomotor network in ASD patients may provide new insights to explore the etiological mechanisms of ASD.

autism spectrum disorderresting-state functional magnetic resonance imagingfunctional connectivityfunctional connectivity gradientbrain networkbrain science

梁茜、翟文盛、王嘉、韦磊、卢虹冰、李宝娟

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空军军医大学军事生物医学工程学系军事医学信息技术教研室,陕西西安 710032

空军军医大学教研保障中心,陕西西安 710032

孤独症谱系障碍 静息态功能磁共振成像 功能连接 功能连接梯度 脑网络 脑科学

2024

空军军医大学学报
第四军医大学

空军军医大学学报

CHSSCD
影响因子:0.372
ISSN:2097-1656
年,卷(期):2024.45(12)