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自闭症儿童的特殊瞳孔调节

Idiosyncratic pupil regulation in autistic children.

作者信息

Bleimeister Isabel, Avni Inbar, Granovetter Michael, Meiri Gal, Ilan Michal, Michaelovski Analya, Menashe Idan, Behrmann Marlene, Dinstein Ilan

机构信息

Psychology Department, Ben Gurion University of the Negev, Beer Sheva, Israel 84105.

Azrieli National Centre for Autism and Neurodevelopment Research, Ben Gurion University of the Negev, Beer Sheva, Israel.

出版信息

bioRxiv. 2024 Jan 12:2024.01.10.575072. doi: 10.1101/2024.01.10.575072.

Abstract

Recent neuroimaging and eye tracking studies have suggested that children with autism spectrum disorder (ASD) may exhibit more variable and idiosyncratic brain responses and eye movements than typically developing (TD) children. Here we extended this research for the first time to pupillometry recordings. We successfully completed pupillometry recordings with 103 children (66 with ASD), 4.5-years-old on average, who viewed three 90 second movies, twice. We extracted their pupillary time-course for each movie, capturing their stimulus evoked pupillary responses. We then computed the correlation between the time-course of each child and those of all others in their group. This yielded an average inter-subject correlation value per child, representing how similar their pupillary responses were to all others in their group. ASD participants exhibited significantly weaker inter-subject correlations than TD participants, reliably across all three movies. Differences across groups were largest in responses to a naturalistic movie containing footage of a social interaction between two TD children. This measure enabled classification of ASD and TD children with a sensitivity of 0.82 and specificity of 0.73 when trained and tested on independent datasets. Using the largest ASD pupillometry dataset to date, we demonstrate the utility of a new technique for measuring the idiosyncrasy of pupil regulation, which can be completed even by young children with co-occurring intellectual disability. These findings reveal that a considerable subgroup of ASD children have significantly more unstable, idiosyncratic pupil regulation than TD children, indicative of more variable, weakly regulated, underlying neural activity.

摘要

最近的神经影像学和眼动追踪研究表明,与发育正常(TD)的儿童相比,自闭症谱系障碍(ASD)儿童可能表现出更多变和特异的大脑反应及眼动。在此,我们首次将这项研究扩展到瞳孔测量记录。我们成功地对103名平均年龄4.5岁的儿童(66名患有ASD)进行了瞳孔测量记录,这些儿童观看了三部90秒的电影,观看两次。我们提取了他们每部电影的瞳孔时间进程,捕捉他们的刺激诱发瞳孔反应。然后,我们计算了每个孩子与同组其他所有孩子的时间进程之间的相关性。这得出了每个孩子的平均受试者间相关值,代表他们的瞳孔反应与同组其他孩子的相似程度。ASD参与者的受试者间相关性明显弱于TD参与者,在所有三部电影中均可靠。在对一部包含两名TD儿童社交互动画面的自然主义电影的反应中,两组之间的差异最大。当在独立数据集上进行训练和测试时,该测量方法对ASD和TD儿童的分类敏感性为0.82,特异性为0.73。我们使用了迄今为止最大的ASD瞳孔测量数据集,证明了一种测量瞳孔调节特异性的新技术的实用性,即使是同时患有智力残疾的幼儿也可以完成该测量。这些发现表明,相当一部分ASD儿童的瞳孔调节明显比TD儿童更不稳定、更特异,这表明潜在的神经活动更具变异性且调节较弱。

https://cdn.ncbi.nlm.nih.gov/pmc/blobs/3ffc/10802609/54ee68796f5c/nihpp-2024.01.10.575072v1-f0001.jpg

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