Jason W Griffin, Adam Naples, Raphael Bernier, Katarzyna Chawarska, Geraldine Dawson, James Dziura, Susan Faja, Shafali Jeste, Natalia Kleinhans, Catherine Sugar, Sara Jane Webb, Frederick Shic, James C McPartland
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Although reduced social attention is well-characterized in autism, qualitative differences in how social attention unfolds across time remains unknown.</p><p><strong>Methods: </strong>We used a computational modeling (i.e., hidden Markov modeling) approach to assess and compare the spatiotemporal dynamics of social attention in a large, well-characterized sample of autistic (n = 280) and neurotypical (n = 120) children (ages 6-11) that completed three social eye-tracking assays across three longitudinal time points (Baseline, 6 weeks, 24 weeks).</p><p><strong>Results: </strong>Our analysis supported the existence of two common eye movement patterns that emerged across three ET assays. A focused pattern was characterized by small face regions of interest, which had high probability of capturing fixations early in visual processing. 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引用次数: 0
摘要
背景:自闭症患者最常见的社交障碍表现之一就是社交注意力(看脸)减退。虽然自闭症患者的社交注意力减退已被充分描述,但社交注意力在不同时期的定性差异仍是未知数:我们使用计算建模(即隐马尔可夫建模)方法评估并比较了自闭症儿童(n = 280)和神经典型儿童(n = 120)(6-11 岁)社交注意力的时空动态:我们的分析结果表明,在三种 ET 测验中存在两种常见的眼动模式。聚焦模式的特点是感兴趣的面部区域较小,在视觉处理的早期捕捉到定点的概率较高。与此相反,探索型模式的特点是感兴趣的面部区域较大,最初定格的概率较低,而且非社会感兴趣的区域较多。在社交感知方面,自闭症儿童在所有社交感知测试和所有三个纵向时间点上都表现出明显多于神经畸形儿童的探索性眼动模式。眼动模式与自闭症的临床特征有关,包括适应功能、人脸识别和自闭症症状严重程度:结论:自闭症儿童在社交视觉处理早期精确注视人脸的可能性降低,这可能是自闭症的一个重要特征,与自闭症相关症状有关,并可能反映出他们对人脸信息的视觉敏感度较低。
Spatiotemporal Eye Movement Dynamics Reveal Altered Face Prioritization in Early Visual Processing Among Autistic Children.
Background: Reduced social attention - looking at faces - is one of the most common manifestations of social difficulty in autism central to social development. Although reduced social attention is well-characterized in autism, qualitative differences in how social attention unfolds across time remains unknown.
Methods: We used a computational modeling (i.e., hidden Markov modeling) approach to assess and compare the spatiotemporal dynamics of social attention in a large, well-characterized sample of autistic (n = 280) and neurotypical (n = 120) children (ages 6-11) that completed three social eye-tracking assays across three longitudinal time points (Baseline, 6 weeks, 24 weeks).
Results: Our analysis supported the existence of two common eye movement patterns that emerged across three ET assays. A focused pattern was characterized by small face regions of interest, which had high probability of capturing fixations early in visual processing. In contrast, an exploratory pattern was characterized by larger face regions of interest, with lower initial probability of fixation, and more non-social regions of interest. In the context of social perception, autistic children showed significantly more exploratory eye movement patterns than neurotypical children across all social perception assays and all three longitudinal time points. Eye movement patterns were associated with clinical features of autism, including adaptive function, face recognition, and autism symptom severity.
Conclusions: Decreased likelihood of precisely looking to faces early in social visual processing may be an important feature of autism that was associated with autism-related symptomology and may reflect less visual sensitivity to face information.