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

被引:724
作者
Hazlett, Heather Cody [1 ,2 ]
Gu, Hongbin [1 ]
Munsell, Brent C. [3 ]
Kim, Sun Hyung [1 ]
Styner, Martin [1 ]
Wolff, Jason J. [4 ]
Elison, Jed T. [5 ]
Swanson, Meghan R. [2 ]
Zhu, Hongtu [6 ]
Otteron, Kelly N. B. [7 ]
Collins, D. Louis [11 ]
Constantino, John N. [7 ]
Dager, Stephen R. [8 ,9 ]
Estes, Annette M. [9 ,10 ]
Evans, Alan C. [11 ]
Fonov, Vladimir S. [11 ]
Gerig, Guido [12 ]
Kostopoulos, Penelope [11 ]
McKinstry, Robert C. [13 ]
Pandey, Juhi [14 ,15 ]
Paterson, Sarah [16 ]
Pruett, John R., Jr. [7 ]
Schultz, Robert T. [14 ,15 ]
Shaw, Dennis W. [8 ,9 ]
Zwaigenbaum, Lonnie [17 ]
Piven, Joseph [1 ,2 ]
机构
[1] Univ N Carolina, Dept Psychiat, Chapel Hill, NC 27599 USA
[2] Carolina Inst Dev Disabil, Chapel Hill, NC 27599 USA
[3] Coll Charleston, Charleston, SC 29424 USA
[4] Univ Minnesota, Dept Educ Psychol, Minneapolis, MN 55455 USA
[5] Univ Minnesota, Inst Child Dev, Minneapolis, MN 55455 USA
[6] Univ N Carolina, Dept Biostat, Chapel Hill, NC 27599 USA
[7] Washington Univ, Sch Med, Dept Psychiat, St Louis, MO 63110 USA
[8] Univ Washington, Dept Radiol, Seattle, WA 98105 USA
[9] Univ Washington, Ctr Human Dev & Disabil, Seattle, WA 98105 USA
[10] Univ Washington, Dept Speech & Hearing Sci, Seattle, WA 98105 USA
[11] McGill Univ, Montreal Neurol Inst, Montreal, PQ H3A 0G4, Canada
[12] NYU, Tandon Sch Engn, New York, NY 10003 USA
[13] Washington Univ, Mallinckrodt Inst Radiol, St Louis, MO 63110 USA
[14] Childrens Hosp Philadelphia, Ctr Autism Res, Philadelphia, PA 19104 USA
[15] Univ Penn, Philadelphia, PA 19104 USA
[16] Temple Univ, Dept Psychol, Philadelphia, PA 19122 USA
[17] Univ Alberta, Dept Pediat, Edmonton, AB T6G 2R3, Canada
关键词
CORTICAL SURFACE-AREA; 16P11.2; DELETION; CEREBRAL-CORTEX; GRAY-MATTER; SIZE; EXPANSION; CHILDREN; BIRTH; ABNORMALITIES; SEGMENTATION;
D O I
10.1038/nature21369
中图分类号
O [数理科学和化学]; P [天文学、地球科学]; Q [生物科学]; N [自然科学总论];
学科分类号
07 ; 0710 ; 09 ;
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(1,2). 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(3,4). 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.
引用
收藏
页码:348 / +
页数:16
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