Ward Emma K, Buitelaar Jan K, Hunnius Sabine
Donders Institute for Brain, Cognition and Behaviour, Radboud University, Nijmegen, The Netherlands.
Birkbeck, University of London, London, UK.
Autism Res. 2024 May;17(5):1001-1015. doi: 10.1002/aur.3118. Epub 2024 Mar 3.
Predictive processing accounts of autism posit that autistic individuals' perception is less biased by expectations than nonautistic individuals', perhaps through stronger precision-weighting of prediction errors. Since precision-weighting is fundamental to all information processing, under this theory, the differences between autistic and nonautistic individuals should be domain-general and observable in both behavior and brain responses. This study used EEG, behavioral responses, and eye-tracking co-registration during gaze-direction adaptation, to investigate whether increased precision-weighting of prediction errors is evident through smaller adaptation after-effects in autistic adolescents compared with nonautistic peers. Multilevel modeling showed that autistic and nonautistic adolescents' responses were consistent with behavioral adaptation, with Bayesian statistics providing extremely strong evidence for the absence of a group difference. Cluster-based permutation testing of ERP responses did not show the expected adaptation after-effect but did show habituation to repeated stimulus presentation, and no group difference was detected, a result not consistent with the theoretical account. Combined with the few other available studies, the current findings raise challenges for the theory, suggesting no fundamental difference in precision-weighting of prediction errors in autism.
自闭症的预测加工理论认为,与非自闭症个体相比,自闭症个体的感知受期望的偏差影响较小,这可能是通过对预测误差进行更强的精度加权实现的。由于精度加权是所有信息处理的基础,根据这一理论,自闭症个体和非自闭症个体之间的差异应该是领域通用的,并且在行为和大脑反应中都可以观察到。本研究在注视方向适应过程中使用脑电图、行为反应和眼动追踪共注册技术,以调查与非自闭症同龄人相比,自闭症青少年是否通过较小的适应后效应体现出对预测误差的精度加权增加。多层模型显示,自闭症和非自闭症青少年的反应与行为适应一致,贝叶斯统计为不存在组间差异提供了极强的证据。基于聚类的ERP反应置换检验未显示预期的适应后效应,但显示出对重复刺激呈现的习惯化,且未检测到组间差异,这一结果与理论解释不一致。结合其他少数现有研究,目前的研究结果对该理论提出了挑战,表明自闭症患者在预测误差的精度加权方面没有根本差异。