Literature DB >> 31223334

EEG Data Collection in Children with ASD: The Role of State in Data Quality and Spectral Power.

Charlotte DiStefano1, Abigail Dickinson1, Elizabeth Baker1, Shafali Spurling Jeste2.   

Abstract

BACKGROUND: Electroencephalography can elucidate neurobiological mechanisms underlying heterogeneity in ASD. Studying the full range of children with ASD introduces methodological challenges stemming from participants' difficulties tolerating the data collection process, leading to diminished EEGdataretentionandincreasedvariabilityin participant 'state' during the recording. Quantifying state will improve data collection methods and aide in interpreting results.
OBJECTIVES: Observationally quantify participant state during the EEG recording; examine its relationship to child characteristics, data retention and spectral power.
METHODS: Participants included 5-11 year-old children with D (N=39) and age-matched TD children (N=16). Participants were acclimated to the EEG environment using behavioral strategies. EEG was recorded while participants watched a video of bubbles. Participant 'state' was rated using a Likert scale (Perceived State Rating: PSR).
RESULTS: Participants with ASD had more elevated PSR than TD participants. Less EEG data were retained in participants with higher PSR scores, but this was not related to age or IQ. TD participants had higher alpha power compared with the ASD group. Within the ASD group, participants with high PSR had decreased frontal alpha power.
CONCLUSIONS: Given supportive strategies, EEG data was collected from children with ASD across cognitive levels. Participant state influenced both EEG data retention and alpha spectral power. Alpha suppression is linked to attention and vigilance, suggesting that these participants were less 'at rest'. This highlights the importance of considering state when conducting EEG studies with challenging participants, both to increase data retention rates and to quantify the influence of state on EEG variables.

Entities:  

Keywords:  EEG; autism spectrum disorder; intellectual disability; spectral power

Year:  2018        PMID: 31223334      PMCID: PMC6585985          DOI: 10.1016/j.rasd.2018.10.001

Source DB:  PubMed          Journal:  Res Autism Spectr Disord


  56 in total

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