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Relationship Between Sleep and Behavior in Autism Spectrum Disorder: Exploring the Impact of Sleep Variability.

Publication ,  Journal Article
Bangerter, A; Chatterjee, M; Manyakov, NV; Ness, S; Lewin, D; Skalkin, A; Boice, M; Goodwin, MS; Dawson, G; Hendren, R; Leventhal, B; Shic, F ...
Published in: Front Neurosci
2020

OBJECTIVE: The relationship between sleep (caregiver-reported and actigraphy-measured) and other caregiver-reported behaviors in children and adults with autism spectrum disorder (ASD) was examined, including the use of machine learning to identify sleep variables important in predicting anxiety in ASD. METHODS: Caregivers of ASD (n = 144) and typically developing (TD) (n = 41) participants reported on sleep and other behaviors. ASD participants wore an actigraphy device at nighttime during an 8 or 10-week non-interventional study. Mean and variability of actigraphy measures for ASD participants in the week preceding midpoint and endpoint were calculated and compared with caregiver-reported and clinician-reported symptoms using a mixed effects model. An elastic-net model was developed to examine which sleep measures may drive prediction of anxiety. RESULTS: Prevalence of caregiver-reported sleep difficulties in ASD was approximately 70% and correlated significantly (p < 0.05) with sleep efficiency measured by actigraphy. Mean and variability of actigraphy measures like sleep efficiency and number of awakenings were related significantly (p < 0.05) to ASD symptom severity, hyperactivity and anxiety. In the elastic net model, caregiver-reported sleep, and variability of sleep efficiency and awakenings were amongst the important predictors of anxiety. CONCLUSION: Caregivers report problems with sleep in the majority of children and adults with ASD. Reported problems and actigraphy measures of sleep, particularly variability, are related to parent reported behaviors. Measuring variability in sleep may prove useful in understanding the relationship between sleep problems and behavior in individuals with ASD. These findings may have implications for both intervention and monitoring outcomes in ASD.

Duke Scholars

Published In

Front Neurosci

DOI

ISSN

1662-4548

Publication Date

2020

Volume

14

Start / End Page

211

Location

Switzerland

Related Subject Headings

  • 5202 Biological psychology
  • 3209 Neurosciences
  • 1702 Cognitive Sciences
  • 1701 Psychology
  • 1109 Neurosciences
 

Citation

APA
Chicago
ICMJE
MLA
NLM
Bangerter, A., Chatterjee, M., Manyakov, N. V., Ness, S., Lewin, D., Skalkin, A., … Pandina, G. (2020). Relationship Between Sleep and Behavior in Autism Spectrum Disorder: Exploring the Impact of Sleep Variability. Front Neurosci, 14, 211. https://doi.org/10.3389/fnins.2020.00211
Bangerter, Abigail, Meenakshi Chatterjee, Nikolay V. Manyakov, Seth Ness, David Lewin, Andrew Skalkin, Matthew Boice, et al. “Relationship Between Sleep and Behavior in Autism Spectrum Disorder: Exploring the Impact of Sleep Variability.Front Neurosci 14 (2020): 211. https://doi.org/10.3389/fnins.2020.00211.
Bangerter A, Chatterjee M, Manyakov NV, Ness S, Lewin D, Skalkin A, et al. Relationship Between Sleep and Behavior in Autism Spectrum Disorder: Exploring the Impact of Sleep Variability. Front Neurosci. 2020;14:211.
Bangerter, Abigail, et al. “Relationship Between Sleep and Behavior in Autism Spectrum Disorder: Exploring the Impact of Sleep Variability.Front Neurosci, vol. 14, 2020, p. 211. Pubmed, doi:10.3389/fnins.2020.00211.
Bangerter A, Chatterjee M, Manyakov NV, Ness S, Lewin D, Skalkin A, Boice M, Goodwin MS, Dawson G, Hendren R, Leventhal B, Shic F, Esbensen A, Pandina G. Relationship Between Sleep and Behavior in Autism Spectrum Disorder: Exploring the Impact of Sleep Variability. Front Neurosci. 2020;14:211.

Published In

Front Neurosci

DOI

ISSN

1662-4548

Publication Date

2020

Volume

14

Start / End Page

211

Location

Switzerland

Related Subject Headings

  • 5202 Biological psychology
  • 3209 Neurosciences
  • 1702 Cognitive Sciences
  • 1701 Psychology
  • 1109 Neurosciences