Mapping neural correlates of biological motion perception in autistic children using high-density diffuse optical tomography.

IF 6.3 1区 医学 Q1 GENETICS & HEREDITY Molecular Autism Pub Date : 2024-08-22 DOI:10.1186/s13229-024-00614-4
Dalin Yang, Alexandra M Svoboda, Tessa G George, Patricia K Mansfield, Muriah D Wheelock, Mariel L Schroeder, Sean M Rafferty, Arefeh Sherafati, Kalyan Tripathy, Tracy Burns-Yocum, Elizabeth Forsen, John R Pruett, Natasha M Marrus, Joseph P Culver, John N Constantino, Adam T Eggebrecht
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Abstract

Background: Autism spectrum disorder (ASD), a neurodevelopmental disorder defined by social communication deficits plus repetitive behaviors and restricted interests, currently affects 1/36 children in the general population. Recent advances in functional brain imaging show promise to provide useful biomarkers of ASD diagnostic likelihood, behavioral trait severity, and even response to therapeutic intervention. However, current gold-standard neuroimaging methods (e.g., functional magnetic resonance imaging, fMRI) are limited in naturalistic studies of brain function underlying ASD-associated behaviors due to the constrained imaging environment. Compared to fMRI, high-density diffuse optical tomography (HD-DOT), a non-invasive and minimally constraining optical neuroimaging modality, can overcome these limitations. Herein, we aimed to establish HD-DOT to evaluate brain function in autistic and non-autistic school-age children as they performed a biological motion perception task previously shown to yield results related to both ASD diagnosis and behavioral traits.

Methods: We used HD-DOT to image brain function in 46 ASD school-age participants and 49 non-autistic individuals (NAI) as they viewed dynamic point-light displays of coherent biological and scrambled motion. We assessed group-level cortical brain function with statistical parametric mapping. Additionally, we tested for brain-behavior associations with dimensional metrics of autism traits, as measured with the Social Responsiveness Scale-2, with hierarchical regression models.

Results: We found that NAI participants presented stronger brain activity contrast (coherent > scrambled) than ASD children in cortical regions related to visual, motor, and social processing. Additionally, regression models revealed multiple cortical regions in autistic participants where brain function is significantly associated with dimensional measures of ASD traits.

Limitations: Optical imaging methods are limited in depth sensitivity and so cannot measure brain activity within deep subcortical regions. However, the field of view of this HD-DOT system includes multiple brain regions previously implicated in both task-based and task-free studies on autism.

Conclusions: This study demonstrates that HD-DOT is sensitive to brain function that both differentiates between NAI and ASD groups and correlates with dimensional measures of ASD traits. These findings establish HD-DOT as an effective tool for investigating brain function in autistic and non-autistic children. Moreover, this study established neural correlates related to biological motion perception and its association with dimensional measures of ASD traits.

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利用高密度弥散光学断层扫描绘制自闭症儿童生物运动感知的神经相关性图谱。
背景:自闭症谱系障碍(ASD)是一种神经发育障碍,表现为社交沟通障碍、重复行为和兴趣受限,目前有 1/36 的儿童受其影响。脑功能成像技术的最新进展表明,它有望为 ASD 诊断可能性、行为特征严重性、甚至对治疗干预的反应提供有用的生物标记。然而,由于成像环境的限制,目前的黄金标准神经成像方法(如功能磁共振成像,fMRI)在对 ASD 相关行为的大脑功能进行自然研究时受到了限制。与 fMRI 相比,高密度弥散光学断层扫描(HD-DOT)作为一种无创、限制性最小的光学神经成像模式,可以克服这些局限性。在此,我们旨在利用 HD-DOT 评估自闭症和非自闭症学龄儿童的大脑功能,当时他们正在执行一项生物运动感知任务,之前的研究表明该任务产生的结果与 ASD 诊断和行为特征有关:我们使用 HD-DOT 对 46 名 ASD 学龄参与者和 49 名非自闭症患者(NAI)的大脑功能进行成像,当时他们正在观看相干生物运动和干扰运动的动态点光显示。我们通过统计参数映射评估了群体水平的大脑皮层功能。此外,我们还利用分层回归模型测试了大脑行为与自闭症特征维度指标的关联,自闭症特征维度指标是用社会反应量表-2(Social Responsiveness Scale-2)测量的:我们发现,在与视觉、运动和社交处理相关的皮层区域,NAI 参与者的大脑活动对比度(连贯 > 杂乱)强于 ASD 儿童。此外,回归模型显示,在自闭症参与者的多个皮质区域,大脑功能与 ASD 特征的维度测量结果有显著关联:局限性:光学成像方法的深度灵敏度有限,因此无法测量深层皮层下区域的大脑活动。然而,HD-DOT 系统的视场包括多个先前在基于任务和无任务自闭症研究中涉及的脑区:本研究表明,HD-DOT 对大脑功能非常敏感,既能区分非自闭症和自闭症群体,又与自闭症特征的维度测量相关。这些研究结果表明,HD-DOT 是研究自闭症和非自闭症儿童大脑功能的有效工具。此外,本研究还确定了与生物运动感知相关的神经相关性及其与自闭症特征维度测量的关联。
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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.
期刊最新文献
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