期刊
JOURNAL OF THE AMERICAN ACADEMY OF CHILD AND ADOLESCENT PSYCHIATRY
卷 51, 期 9, 页码 934-944出版社
ELSEVIER SCIENCE INC
DOI: 10.1016/j.jaac.2012.07.007
关键词
autism; biomarker; classifier; microarray; support vector machine
资金
- U.S. National Institutes of Health (NIH) [P50MH081755, R01MH080134, R21MH075027, U19AG023122, R01MH078151, N01MH22005, U01DA024417, UL1RR025774, RC2DA029475, R01AG031224, U54NS056883, P50MH081755-0003]
- Price Foundation, Scripps Genomic Medicine
- Sidney R. Baer, Jr. Foundation
- Brain and Behavior Research Foundation (NARSAD)
Objective: Autism spectrum disorders (ASDs) are highly heritable neurodevelopmental disorders that onset clinically during the first years of life. ASD risk biomarkers expressed early in life could significantly impact diagnosis and treatment, but no transcriptome-wide biomarker classifiers derived from fresh blood samples from children with autism have yet emerged. Method: Using a community-based, prospective, longitudinal method, we identified 60 infants and toddlers at risk for ASDs (autistic disorder and pervasive developmental disorder), 34 at-risk for language delay, 17 at-risk for global developmental delay, and 68 typically developing comparison children. Diagnoses were confirmed via longitudinal follow-up. Each child's mRNA expression profile in peripheral blood mononuclear cells was determined by microarray. Results: Potential ASD biomarkers were discovered in one-half of the sample and used to build a classifier, with high diagnostic accuracy in the remaining half of the sample. Conclusions: The mRNA expression abnormalities reliably observed in peripheral blood mononuclear cells, which are safely and easily assayed in infants, offer the first potential peripheral blood based, early biomarker panel of risk for autism in infants and toddlers. Future work should verify these biomarkers and evaluate whether they may also serve as indirect indices of deviant molecular neural mechanisms in autism. J. Am. Acad. Child Adolesc. Psychiatry, 2012;51(9):934-944.
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