利用高密度漫射光学断层成像技术对自闭症儿童生物运动知觉的神经相关进行映射。
Mapping neural correlates of biological motion perception in autistic children using high-density diffuse optical tomography.
机构信息
Mallinckrodt Institute of Radiology, Washington University School of Medicine, 660 S. Euclid Ave, St. Louis, MO, 63110, USA.
Medical Education, Saint Louis University School of Medicine, St. Louis, MO, 63104, USA.
出版信息
Mol Autism. 2024 Aug 22;15(1):35. doi: 10.1186/s13229-024-00614-4.
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.
背景
自闭症谱系障碍(ASD)是一种神经发育障碍,其特征为社交沟通障碍加上重复行为和受限兴趣,目前影响一般人群中 1/36 的儿童。功能脑成像的最新进展有望提供 ASD 诊断可能性、行为特征严重程度甚至对治疗干预反应的有用生物标志物。然而,由于成像环境受限,当前的金标准神经影像学方法(例如功能磁共振成像 fMRI)在 ASD 相关行为的基础的自然场景下的大脑功能研究中受到限制。与 fMRI 相比,高密度扩散光学断层扫描(HD-DOT)是一种非侵入性且限制较小的光学神经影像学方式,可以克服这些限制。在此,我们旨在建立 HD-DOT 以评估自闭症和非自闭症学龄儿童在执行先前显示与 ASD 诊断和行为特征相关的生物运动感知任务时的大脑功能。
方法
我们使用 HD-DOT 对 46 名 ASD 学龄期参与者和 49 名非自闭症个体(NAI)进行成像,他们观看动态点光显示的连贯生物和混乱运动。我们使用统计参数映射评估了大脑皮质的功能。此外,我们还使用层次回归模型测试了自闭症特征的维度指标与大脑功能的相关性,这些指标是通过社会反应量表-2 进行测量的。
结果
我们发现,与 ASD 儿童相比,NAI 参与者在与视觉、运动和社交处理相关的皮质区域中表现出更强的大脑活动对比(连贯>混乱)。此外,回归模型显示,在自闭症参与者中,多个大脑区域的大脑功能与 ASD 特征的维度指标显著相关。
局限性
光学成像方法在深度灵敏度方面受到限制,因此无法测量皮质下深部区域的大脑活动。然而,该 HD-DOT 系统的视野包括在自闭症的基于任务和无任务研究中都涉及到的多个脑区。
结论
本研究表明,HD-DOT 对区分 NAI 和 ASD 组之间的大脑功能以及与 ASD 特征的维度指标的相关性均具有敏感性。这些发现确立了 HD-DOT 作为研究自闭症和非自闭症儿童大脑功能的有效工具。此外,本研究建立了与生物运动感知及其与 ASD 特征的维度指标的相关性相关的神经相关性。