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Brain structural underpinnings of autism spectrum disorder revealed by sulcus-based morphometry

机译:基于沟形态的自闭症谱系的脑结构基础

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Autism Spectrum Disorder is associated with an altered early brain development. However, the specific cortical structure abnormalities underlying this disorder remain largely unknown. Here, we designed a multi-modal segmentation pipeline adapted to anatomical MR images acquired in a clinical setting in order to apply state-of-the-art sulcus-based morphometry methods to a large cohort of 73 young children. We computed multiple descriptors of the geometry of each sulcus, hereby separating the folding measurement into distinct factors such as the length and depth of the sulcus. We demonstrated that several sulci showed a significant and consistent pattern of abnormalities across our different geometrical features. These structural abnormalities are confined to regions that are functionally relevant with respect to cognitive disorders in ASD, and might thus represent a set of complementary anatomical markers of this pathology.
机译:自闭症谱系障碍与早期大脑发育改变有关。然而,这种疾病的具体皮层结构异常在很大程度上仍是未知的。在这里,我们设计了一种多模式分割流水线,适用于在临床环境中获取的解剖MR图像,以便将基于最新槽的形态学方法应用于73个年幼的儿童。我们计算了每个沟的几何形状的多个描述符,从而将折叠测量结果分为不同的因素,例如沟的长度和深度。我们证明了几个龈沟在我们不同的几何特征上表现出明显且一致的异常模式。这些结构异常仅限于与ASD认知障碍在功能上相关的区域,因此可能代表了该病理学的一组互补解剖学标志。

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