Early brain development in infants at high risk for autism spectrum disorder

大脑大小 自闭症 自闭症谱系障碍 神经影像学 磁共振成像 儿科 心理学 大脑发育 前瞻性队列研究 神经发育障碍 医学 精神科 神经科学 内科学 放射科
作者
Heather C. Hazlett,Hongbin Gu,Brent C. Munsell,Sun Hyung Kim,Martin Styner,Jason J. Wolff,Jed T. Elison,Meghan R. Swanson,Hongtu Zhu,Kelly N. Botteron,D. Louis Collins,John N. Constantino,Stephen R. Dager,Annette Estes,Alan C. Evans,Vladimir S. Fonov,Guido Gerig,Penelope Kostopoulos,Robert C. McKinstry,Juhi Pandey,Sarah Paterson,John R. Pruett,Robert T. Schultz,Dennis Shaw,Lonnie Zwaigenbaum,Joseph Piven
出处
期刊:Nature [Springer Nature]
卷期号:542 (7641): 348-351 被引量:797
标识
DOI:10.1038/nature21369
摘要

Brain enlargement has been observed in children with autism spectrum disorder (ASD), but the timing of this phenomenon, and the relationship between ASD and the appearance of behavioural symptoms, are unknown. Retrospective head circumference and longitudinal brain volume studies of two-year olds followed up at four years of age have provided evidence that increased brain volume may emerge early in development. Studies of infants at high familial risk of autism can provide insight into the early development of autism and have shown that characteristic social deficits in ASD emerge during the latter part of the first and in the second year of life. These observations suggest that prospective brain-imaging studies of infants at high familial risk of ASD might identify early postnatal changes in brain volume that occur before an ASD diagnosis. In this prospective neuroimaging study of 106 infants at high familial risk of ASD and 42 low-risk infants, we show that hyperexpansion of the cortical surface area between 6 and 12 months of age precedes brain volume overgrowth observed between 12 and 24 months in 15 high-risk infants who were diagnosed with autism at 24 months. Brain volume overgrowth was linked to the emergence and severity of autistic social deficits. A deep-learning algorithm that primarily uses surface area information from magnetic resonance imaging of the brain of 6-12-month-old individuals predicted the diagnosis of autism in individual high-risk children at 24 months (with a positive predictive value of 81% and a sensitivity of 88%). These findings demonstrate that early brain changes occur during the period in which autistic behaviours are first emerging.
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