自闭症谱系障碍中的性别差异使用阶级不平衡调整的功能连接
Jong Young Namgung1, Jongmin Mun2, Yeongjun Park3
1Department of Data Science, Inha University, Incheon, Republic of Korea.
NeuroImage
|November 27, 2024
概括
自闭症谱系障碍 (ASD) 显示了大脑连接的性别差异. 这项研究使用过量采样揭示了男性和女性患有自闭症的不同功能连接组模式和认知关联.
科学领域:
- 神经科学是一个神经科学.
- 遗传学 遗传学 是一个
- 发展心理学 发展心理学
背景情况:
- 自闭症谱系障碍 (ASD) 在诊断中表现出明显的性别不平衡.
- 关于ASD中性别特定的大脑连接组组织的理解有限.
研究的目的:
- 研究ASD中功能性大脑连接的性别差异.
- 解决ASD研究样本中性别不平衡的挑战.
- 探索性,大脑网络和ASD症状严重程度之间的关系.
主要方法:
- 采用基于高斯混合模型的过量采样技术,以平衡研究队列中的性别比率.
- 利用低维主梯度来分析功能连接差异.
- 进行了转录基因关联分析,以确定潜在的生物学基础.
主要成果:
- 在感官运动,注意力和默认模式网络中确定了显著的性别相互作用效应.
- 观察到与性别相关的梯度差异与更高阶的认知控制之间的关联.
- 发现主要梯度和自闭症症状严重程度之间的差异关联,特别是在女性中.
结论:
- 拟议的过量抽样方法有效地减轻了自闭症研究中的性别不平衡.
- 在ASD中,功能连接组组织中观察到与性别相关的显著差异.
- 这些发现有助于理解自闭症谱系障碍中大规模大脑网络中的性别异质性.
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