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自闭症谱系障碍中性别、年龄与智商异质性和皮质形态计量学之间关系的大规模分析。

Large-scale analyses of the relationship between sex, age and intelligence quotient heterogeneity and cortical morphometry in autism spectrum disorder.

机构信息

Cerebral Imaging Centre, Douglas Mental Health University Institute, Montreal, QC, Canada.

Integrated Program in Neuroscience, McGill University, Montreal, QC, Canada.

出版信息

Mol Psychiatry. 2020 Mar;25(3):614-628. doi: 10.1038/s41380-019-0420-6. Epub 2019 Apr 26.

Abstract

Significant heterogeneity across aetiologies, neurobiology and clinical phenotypes have been observed in individuals with autism spectrum disorder (ASD). Neuroimaging-based neuroanatomical studies of ASD have often reported inconsistent findings which may, in part, be attributable to an insufficient understanding of the relationship between factors influencing clinical heterogeneity and their relationship to brain anatomy. To this end, we performed a large-scale examination of cortical morphometry in ASD, with a specific focus on the impact of three potential sources of heterogeneity: sex, age and full-scale intelligence (FIQ). To examine these potentially subtle relationships, we amassed a large multi-site dataset that was carefully quality controlled (yielding a final sample of 1327 from the initial dataset of 3145 magnetic resonance images; 491 individuals with ASD). Using a meta-analytic technique to account for inter-site differences, we identified greater cortical thickness in individuals with ASD relative to controls, in regions previously implicated in ASD, including the superior temporal gyrus and inferior frontal sulcus. Greater cortical thickness was observed in sex specific regions; further, cortical thickness differences were observed to be greater in younger individuals and in those with lower FIQ, and to be related to overall clinical severity. This work serves as an important step towards parsing factors that influence neuroanatomical heterogeneity in ASD and is a potential step towards establishing individual-specific biomarkers.

摘要

在自闭症谱系障碍(ASD)患者中,病因、神经生物学和临床表型存在显著异质性。基于神经影像学的 ASD 神经解剖学研究经常报告不一致的发现,部分原因可能是对影响临床异质性的因素及其与大脑解剖结构之间关系的理解不足。为此,我们对 ASD 的皮质形态进行了大规模检查,特别关注了三个潜在异质源的影响:性别、年龄和全面智商(FIQ)。为了研究这些潜在的细微关系,我们汇集了一个大型多站点数据集,并对其进行了仔细的质量控制(从最初的 3145 个磁共振图像数据集得出最终的 1327 个样本;其中 491 名 ASD 患者)。我们使用荟萃分析技术来解释站点间的差异,结果发现 ASD 患者的皮质厚度大于对照组,在先前与 ASD 相关的区域,包括颞上回和额下回。在性别特异性区域观察到更大的皮质厚度;此外,在年龄较小的个体和智商较低的个体中观察到皮质厚度差异更大,并且与整体临床严重程度相关。这项工作是解析影响 ASD 神经解剖学异质性因素的重要一步,也是建立个体特异性生物标志物的潜在步骤。

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