Neural Correlates of Restricted, Repetitive Behaviors in Autism Spectrum Disorders

Abstract

During the period of 09/06/2012-09/05/2013, we enrolled an additional 34 participants with ASD and 10 control participants. Of these, one healthy control and six participants with ASD were unable to complete the study. To date, we were able to acquire phenotyping data, ASD characterization (if applicable), anatomical images, DTI images, fMRI images, and genotyping data for a total of 43 participants with ASD and 24 control participants. Their phenotyping data and ASD characterization have all been updated onto REDCap, a free, secure, web-based application designed to support data capture for research studies. We also reconstructed structural MRI data, unpacked bold and DTI data, performed functional to structural registration, checked registration, performed quality control both during the scanning session and through PACE analysis, ran functional connectivity preprocessing and created seed files for future seed-specific functional connectivity analysis. Due to significant effects of motion on functional and diffusion MRI data, we are taking extra measures to perform quality control on our data including the use of Artifact Detection Tools (ART) on our functional data and DTIPrep on our diffusion data. These tools allow us to automatically and manually remove time-series or gradients that have been affected by motion.

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Document Details

Document Type
Technical Report
Publication Date
Oct 01, 2013
Accession Number
ADA589338

Entities

People

  • Dara Manoach

Organizations

  • Massachusetts General Hospital

Tags

DTIC Thesaurus Topics

  • Artifacts
  • Autism
  • Biomedical Research
  • Brain
  • Data Acquisition
  • Data Sets
  • Detection
  • Diffusion
  • Diseases And Disorders
  • Genetics
  • Health Services
  • Neural Networks
  • Neuroimaging
  • Preprocessing
  • Quality Control
  • Scanning
  • Spectra

Readers

  • Child and Adolescent Substance Abuse Science in Autism Spectrum Disorders.
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  • Medical Imaging.