与多个行为谱相关的自闭症谱系障碍中的大脑形态变化:一种行为因果结构共变网络分析
Tianzheng Zhong1, Feng Wang1, Jianfeng Qiu2
1Department of Radiology, The Second Affiliated Hospital of Shandong First Medical University, No. 366 Taishan Street, Taian, China.
European archives of psychiatry and clinical neuroscience
|December 23, 2025
概括
自闭症谱系障碍 (ASD) 亚型表现出与特定行为相关的明显的大脑灰质变化. 这项研究使用了新的网络分析来探索这些因果关系,跨越了ASD个体的行为谱.
科学领域:
- 神经科学是一个神经科学.
- 发育神经科学的发展神经科学.
- 脑部成像 脑部成像
背景情况:
- 自闭症谱系障碍 (ASD) 呈现出各种行为症状和大脑灰质 (GM) 变化.
- 了解转基因体积变化的渐进性和因果性以及它们与ASD行为的联系至关重要.
- 这项研究调查了在不同行为频谱的ASD内因果GM体积变化的异质性.
研究的目的:
- 探索ASD个体因果转基因体积变化的异质性.
- 在ASD中识别不同的神经解剖学亚型.
- 将转基因体积变化与ASD中的特定行为领域联系起来.
主要方法:
- 利用了来自131名自闭症和246名神经类型个体的大脑结构成像和临床数据.
- 开发并应用了一种新的行为因果结构共变网络 (BCaSCN) 分析.
- 从转基因体积图和行为评分 (社会响应度量) 生成伪时间序列数据,以建模疾病进展.
主要成果:
- 确定了两种不同的ASD神经子类型,具有不同的GM体积变化.
- BCaSCN分析显示了两个ASD神经元亚型之间的因果转基因体积变化的异质性.
- 第1亚型在认知方面表现出更高的因果网络活动,而第2亚型在动机,态度和沟通领域表现出更高的因果网络活动.
结论:
- 自闭症亚型的特点是异质的因果GM体积变化.
- 这些明显的脑部变化可能与在ASD中观察到的特定行为领域相关.
- 需要未来的纵向研究来验证这些发现,并且由于使用伪时间序列数据,应谨慎解释结果.
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