Characterization of Neurophysiological, Motor, and Emotional Biomarkers in Adolescents with ASD: An Integrated Analysis with qEEG, Facial Expression, and Biomechanics Analysis

This study investigated perceptual differences between adolescents with Autism Spectrum Disorder (ASD) and neurotypical individuals using a multidimensional approach involving quantitative electroencephalography (qEEG), biomechanical analysis with Movement Element Decomposition (MED), and facial microexpression tracking via FaceReader software. The study included 22 adolescents (8 with ASD and 14 controls), evaluated under four experimental conditions: rest (eyes open and closed) and exposure to visual/auditory stimuli. Findings indicated increased Delta band activity in the ASD group, absence of Alpha band reactivity, greater postural instability, altered oscillation patterns, and a predominance of neutral emotional expressions. The results suggest that individuals with ASD exhibit distinct patterns of sensory, motor, and emotional processing, highlighting the potential of these tools as biomarkers for diagnosis and intervention.

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Publication Details

Journal
Clinical EEG and Neuroscience
Published
2025-11-20
DOI
https://doi.org/10.1177/15500594251394773
Primary Topic
Autism Spectrum Disorder Research
Type
article
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article

Characterization of Neurophysiological, Motor, and Emotional Biomarkers in Adolescents with ASD: An Integrated Analysis with qEEG, Facial Expression, and Biomechanics Analysis

José García Vivas Miranda, Rita Lucena, Kleber Lopes Lima Fialho, Yago Emanoel Ramos
Clinical EEG and Neuroscience
Autism Spectrum Disorder Research
article

Characterization of Neurophysiological, Motor, and Emotional Biomarkers in Adolescents with ASD: An Integrated Analysis with qEEG, Facial Expression, and Biomechanics Analysis

José García Vivas Miranda, Rita Lucena, Kleber Lopes Lima Fialho, Yago Emanoel Ramos
article en

Abstract

This study investigated perceptual differences between adolescents with Autism Spectrum Disorder (ASD) and neurotypical individuals using a multidimensional approach involving quantitative electroencephalography (qEEG), biomechanical analysis with Movement Element Decomposition (MED), and facial microexpression tracking via FaceReader software. The study included 22 adolescents (8 with ASD and 14 controls), evaluated under four experimental conditions: rest (eyes open and closed) and exposure to visual/auditory stimuli. Findings indicated increased Delta band activity in the ASD group, absence of Alpha band reactivity, greater postural instability, altered oscillation patterns, and a predominance of neutral emotional expressions. The results suggest that individuals with ASD exhibit distinct patterns of sensory, motor, and emotional processing, highlighting the potential of these tools as biomarkers for diagnosis and intervention.

Clinical EEG and NeuroscienceVol. 57(2)
Universidade Federal da Bahia (BR)
Openalex Percentile: Top 64%
Autism Spectrum Disorder Research
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Characterization of Neurophysiological, Motor, and Emotional Biomarkers in Adolescents with ASD: An Integrated Analysis with qEEG, Facial Expression, and Biomechanics Analysis — José García Vivas Miranda, Rita Lucena, et al. · Clinical EEG and Neuroscience (2025) | TGRS Research Map | TGRS