Abstract

BackgroundIndividuals with autism spectrum disorder (ASD) are characterized by impairments in social communication and interaction. Although difficulties at processing social signals from the face in ASD have been observed and emphasized for many years, there is a lot of inconsistency across both behavioral and neural studies.MethodsWe recorded scalp electroencephalography (EEG) in 23 8-to-12 year old boys with ASD and 23 matched typically developing boys using a fast periodic visual stimulation (FPVS) paradigm, providing objective (i.e., frequency-tagged), fast (i.e., few minutes) and highly sensitive measures of rapid face categorization, without requiring any explicit face processing task. We tested both the sensitivity to rapidly (i.e., at a glance) categorize faces among other objects and to individuate unfamiliar faces.OutcomesWhile general neural synchronization to the visual stimulation and neural responses indexing generic face categorization were undistinguishable between children with ASD and typically developing controls, neural responses indexing individual face discrimination over the occipito-temporal cortex were substantially reduced in the individuals with ASD. This difference vanished when faces were presented upside-down, due to the lack of significant face inversion effect in ASD.InterpretationThese data provide original evidence for a selective high-level impairment in individual face discrimination in ASD in an implicit task. The objective and rapid assessment of this function opens new perspectives for ASD diagnosis in clinical settings.

Highlights

  • The human face is a highly familiar, complex, multidimensional visual pattern, conveying a wide variety of information about an individual

  • We considered three types of classification models: linear discriminant analysis (LDA), logistic regression (LR) and support vector machines (SVM), all from the scikitlearn library (Pedregosa et al 2011)

  • Repeated-measures mixed-model ANOVAs performed on averaged response amplitudes revealed no significant group differences between autism spectrum disorder (ASD) and typically developing (TD) (F1,44 = 0.002, p = 0.96, ηp2 = 0), a significant effect of Region of Interest (ROI) (F1,44 = 8.6, p < 0.01, ηp2 = 0.16), and no Group by regions of interest (ROI) interaction (F1,44 = 1.8, p = 0.19, ηp2 = 0.04), indicating that in both groups face-selective responses were larger in right compared to left OT region

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Summary

Introduction

The human face is a highly familiar, complex, multidimensional visual pattern, conveying a wide variety of information about an individual (identity, sex, age, mood, etc.). Methods: We recorded scalp electroencephalography (EEG) in 23 8-to-12 year old boys with ASD and 23 matched typically developing boys using a fast periodic visual stimulation (FPVS) paradigm, providing objective (i.e., frequency-tagged), fast (i.e., few minutes) and highly sensitive measures of rapid face categorization, without requiring any explicit face processing task. We tested both the sensitivity to rapidly (i.e., at a glance) categorize faces among other objects and to individuate unfamiliar faces. The objective and rapid assessment of this function opens new perspectives for ASD diagnosis in clinical settings

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