A Biomarker Characterizing Neurodevelopment with applications in Autism

被引:36
作者
Wu, Di [1 ,4 ]
Jose, Jorge V. [1 ,2 ,3 ,4 ]
Nurnberger, John I. [5 ]
Torres, Elizabeth B. [6 ,7 ,8 ]
机构
[1] Indiana Univ, Dept Phys, Bloomington, IN 47405 USA
[2] Indiana Univ Sch Med, Stark Neurosci Inst, Indianapolis, IN 46202 USA
[3] Indiana Univ Sch Med, Dept Cellular & Integrat Physiol, Indianapolis, IN 46202 USA
[4] Chinese Acad Sci, Inst Theoret Phys, Key Lab Theoret Phys, Beijing, Peoples R China
[5] Indiana Univ Sch Med, Inst Psychiat Res, Dept Psychiat, Indianapolis, IN 46202 USA
[6] Rutgers State Univ, Psychol Dept, New Brunswick, NJ USA
[7] Rutgers State Univ, Rutgers Ctr Cognit Sci, New Brunswick, NJ USA
[8] Rutgers State Univ, Ctr Biomed Imaging & Modeling, Comp Sci Dept, New Brunswick, NJ USA
基金
美国国家科学基金会;
关键词
COMPUTATIONAL PSYCHIATRY; SPECTRUM DISORDERS; CHILDREN; MOVEMENTS; NEUROSCIENCE; PHENOTYPE; RISK;
D O I
10.1038/s41598-017-18902-w
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
Despite great advances in neuroscience and genetic studies, our understanding of neurodevelopmental disorders is still quite limited. An important reason is not having objective psychiatric clinical tests. Here we propose a quantitative neurodevelopment assessment by studying natural movement outputs. Movement is central to behaviors: It involves complex coordination, temporal alterations, and precise dynamic controls. We carefully analyzed the continuous movement output data, collected with high definition electromagnetic sensors at millisecond time scales. We unraveled new metrics containing striking physiological information that was unseen neither by using traditional motion assessments nor by naked eye observations. Our putative biomarker leads to precise individualized classifications. It illustrates clear differences between Autism Spectrum Disorder (ASD) subjects from mature typical developing (TD) individuals. It provides an ASD complementary quantitative classification, which closely agrees with the clinicaly assessed functioning levels in the spectrum. It also illustrates TD potential age-related neurodevelopmental trajectories. Applying our movement biomarker to the parents of the ASD individuals studied in the cohort also shows a novel potential familial signature ASD tie. This paper proposes a putative behavioral biomarker to characterize the level of neurodevelopment with high predicting power, as illustrated in ASD subjects as an example.
引用
收藏
页数:14
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