自闭症患者皮质复杂性改变的分子结构。

IF 6.3 1区 医学 Q1 GENETICS & HEREDITY
Makliya Mamat, Yiyong Chen, Wenwen Shen, Lin Li
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引用次数: 0

摘要

自闭症谱系障碍(ASD)的特点是社会交往困难、沟通困难和重复行为。尽管进行了广泛的研究,但这些神经发育异常的分子机制仍然难以捉摸。我们将来自自闭症脑成像数据交换I和II的1829名参与者的微尺度脑基因表达数据与宏观尺度MRI数据进行了整合,其中包括ASD患者和典型发展对照。使用分形维数作为量化皮质复杂性的指标,我们发现了ASD中显著的区域改变,包括左颞顶叶、左周围视觉、右中央视觉、左躯体运动(包括岛叶)和左腹侧注意网络。偏最小二乘回归分析揭示了与这些皮质复杂性变化相关的基因集,丰富了与突触传递、突触可塑性、线粒体功能障碍和染色质组织相关的生物学功能。细胞特异性分析、蛋白-蛋白相互作用网络分析和基因时间表达谱进一步阐明了与这些改变相关的动态分子景观。这些发现表明,asd相关的皮质复杂性改变与特定的遗传途径密切相关。神经影像学和转录组学数据的结合分析增强了我们对遗传因素如何影响ASD大脑结构变化的理解。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
Molecular architecture of the altered cortical complexity in autism.

Autism spectrum disorder (ASD) is characterized by difficulties in social interaction, communication challenges, and repetitive behaviors. Despite extensive research, the molecular mechanisms underlying these neurodevelopmental abnormalities remain elusive. We integrated microscale brain gene expression data with macroscale MRI data from 1829 participants, including individuals with ASD and typically developing controls, from the autism brain imaging data exchange I and II. Using fractal dimension as an index for quantifying cortical complexity, we identified significant regional alterations in ASD, within the left temporoparietal, left peripheral visual, right central visual, left somatomotor (including the insula), and left ventral attention networks. Partial least squares regression analysis revealed gene sets associated with these cortical complexity changes, enriched for biological functions related to synaptic transmission, synaptic plasticity, mitochondrial dysfunction, and chromatin organization. Cell-specific analyses, protein-protein interaction network analysis and gene temporal expression profiling further elucidated the dynamic molecular landscape associated with these alterations. These findings indicate that ASD-related alterations in cortical complexity are closely linked to specific genetic pathways. The combined analysis of neuroimaging and transcriptomic data enhances our understanding of how genetic factors contribute to brain structural changes in ASD.

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来源期刊
Molecular Autism
Molecular Autism GENETICS & HEREDITY-NEUROSCIENCES
CiteScore
12.10
自引率
1.60%
发文量
44
审稿时长
17 weeks
期刊介绍: Molecular Autism is a peer-reviewed, open access journal that publishes high-quality basic, translational and clinical research that has relevance to the etiology, pathobiology, or treatment of autism and related neurodevelopmental conditions. Research that includes integration across levels is encouraged. Molecular Autism publishes empirical studies, reviews, and brief communications.
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