Queensland Brain Institute, The University of Queensland, Brisbane, Queensland, Australia.
School of Psychology, The University of Queensland, Brisbane, Queensland, Australia.
Autism Res. 2022 Aug;15(8):1457-1468. doi: 10.1002/aur.2759. Epub 2022 May 24.
Bayesian models of autism suggest that alterations in context-sensitive prediction error weighting may underpin sensory perceptual alterations, such as hypersensitivities. We used an auditory oddball paradigm with pure tones arising from high or low uncertainty contexts to determine whether autistic individuals display differences in context adjustment relative to neurotypicals. We did not find group differences in early prediction error responses indexed by mismatch negativity. A dimensional approach revealed a positive correlation between context-dependent prediction errors and subjective reports of auditory sensitivities, but not with autistic traits. These findings suggest that autism studies may benefit from accounting for sensory sensitivities in group comparisons. LAY SUMMARY: We aimed to understand if autistic and non-autistic groups showed differences in their electrical brain activity measured by electroencephalography (EEG) when listening to surprising tones infrequently embedded in a statistical pattern. We found no differences between the autistic and the non-autistic group in their EEG response to the surprising sound even if the pattern switched, indicating their ability to learn a pattern. We did find that, as subjective sensory sensitivities (but not autistic traits) increased, there were increasingly large differences between the EEG responses to surprising tones that were embedded in the different statistical patterns of tones. These findings show that perceptual alterations may be a function of sensory sensitivities, but not necessarily autistic traits. We suggest that future EEG studies in autism may benefit from accounting for sensory sensitivities.
贝叶斯自闭症模型表明,上下文敏感预测误差权重的改变可能是感官知觉改变的基础,例如超敏反应。我们使用了一种带有高音或低音不确定性语境的纯音听觉Oddball 范式,以确定自闭症个体相对于神经典型个体是否在语境调整方面存在差异。我们没有发现组间差异,即由错配负波索引的早期预测误差反应。维度分析显示,与主观听觉敏感度相关的语境依赖性预测误差与自闭症特征呈正相关。这些发现表明,自闭症研究可能受益于在组间比较中考虑到感官敏感度。
我们旨在了解当自闭症和非自闭症组在听到偶尔嵌入统计模式中的意外声音时,他们的脑电图(EEG)测量的电脑活动是否存在差异。我们发现,即使模式发生变化,自闭症组和非自闭症组的 EEG 对意外声音的反应没有差异,这表明他们有学习模式的能力。我们确实发现,随着主观感觉敏感性(但不是自闭症特征)的增加,在不同的声音统计模式中嵌入的意外声音的 EEG 反应之间存在越来越大的差异。这些发现表明,感知改变可能是感官敏感度的函数,但不一定是自闭症特征的函数。我们建议,未来自闭症的 EEG 研究可能受益于考虑感官敏感度。