The Emergence of Network Inefficiencies in Infants With Autism Spectrum Disorder

被引:82
作者
Lewis, John D. [1 ]
Evans, Alan C. [1 ]
Pruett, John R., Jr. [2 ,3 ]
Botteron, Kelly N. [2 ,3 ]
McKinstry, Robert C. [3 ]
Zwaigenbaum, Lonnie [4 ]
Estes, Annette M. [5 ]
Collins, D. Louis [1 ]
Kostopoulos, Penelope [1 ]
Gerig, Guido [7 ]
Dager, Stephen R. [6 ]
Paterson, Sarah [8 ]
Schultz, Robert T. [8 ]
Styner, Martin A. [9 ,10 ]
Hazlett, Heather C. [10 ]
Piven, Joseph [10 ]
机构
[1] McGill Univ, Montreal Neurol Inst, 3801 Univ,WB208, Montreal, PQ H3A 2B4, Canada
[2] Washington Univ, Sch Med, Dept Psychiat, St Louis, MO 63110 USA
[3] Washington Univ, Sch Med, Dept Radiol, St Louis, MO 63110 USA
[4] Univ Alberta, Dept Pediat, Edmonton, AB, Canada
[5] Univ Washington, Dept Speech & Hearing Sci, Seattle, WA 98195 USA
[6] Univ Washington, Dept Radiol, Seattle, WA 98195 USA
[7] NYU, Tandon Sch Engn, Brooklyn, NY USA
[8] Univ Penn, Ctr Autism Res, Philadelphia, PA 19104 USA
[9] Univ N Carolina, Dept Comp Sci, Chapel Hill, NC USA
[10] Univ N Carolina, Carolina Inst Dev Disabil, Chapel Hill, NC USA
基金
加拿大创新基金会; 美国国家卫生研究院;
关键词
Autism; Connectivity; Development; Efficiency; Infant siblings; Network analysis; CORPUS-CALLOSUM; FUNCTIONAL CONNECTIVITY; FRONTAL-CORTEX; YOUNG-CHILDREN; BRAIN NETWORK; SOCIAL BRAIN; 1ST; AGE; PERCEPTION; PHENOTYPE;
D O I
10.1016/j.biopsych.2017.03.006
中图分类号
Q189 [神经科学];
学科分类号
071006 ;
摘要
BACKGROUND: Autism spectrum disorder (ASD) is a developmental disorder defined by behavioral features that emerge during the first years of life. Research indicates that abnormalities in brain connectivity are associated with these behavioral features. However, the inclusion of individuals past the age of onset of the defining behaviors complicates interpretation of the observed abnormalities: they may be cascade effects of earlier neuropathology and behavioral abnormalities. Our recent study of network efficiency in a cohort of 24-month-olds at high and low familial risk for ASD reduced this confound; we reported reduced network efficiencies in toddlers classified with ASD. The current study maps the emergence of these inefficiencies in the first year of life. METHODS: This study uses data from 260 infants at 6 and 12 months of age, including 116 infants with longitudinal data. As in our earlier study, we use diffusion data to obtain measures of the length and strength of connections between brain regions to compute network efficiency. We assess group differences in efficiency within linear mixedeffects models determined by the Akaike information criterion. RESULTS: Inefficiencies in high-risk infants later classified with ASD were detected from 6 months onward in regions involved in low-level sensory processing. In addition, within the high-risk infants, these inefficiencies predicted 24-month symptom severity. CONCLUSIONS: These results suggest that infants with ASD, even before 6 months of age, have deficits in connectivity related to low-level processing, which contribute to a developmental cascade affecting brain organization and eventually higher-level cognitive processes and social behavior.
引用
收藏
页码:176 / 185
页数:10
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