Motor noise is rich signal in autism research and pharmacological treatments

被引:46
作者
Torres, E. B. [1 ,2 ,3 ]
Denisova, K. [4 ,5 ]
机构
[1] Rutgers State Univ, Dept Psychol, New Brunswick, NJ 08854 USA
[2] Rutgers State Univ, Dept Comp Sci, New Brunswick, NJ 08854 USA
[3] Rutgers State Univ, Ctr Cognit Sci, New Brunswick, NJ 08854 USA
[4] Columbia Univ Coll Phys & Surg, Dept Psychiat, Sackler Inst Dev Psychobiol, 722 W 168th St, New York, NY 10032 USA
[5] New York State Psychiat Inst & Hosp, Div Dev Neurosci, New York, NY 10032 USA
关键词
STATE FUNCTIONAL CONNECTIVITY; BRAIN; FMRI; VARIABILITY; MOVEMENTS; DISEASE;
D O I
10.1038/srep37422
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
The human body is in constant motion, from every breath that we take, to every visibly purposeful action that we perform. Remaining completely still on command is a major achievement as involuntary fluctuations in our motions are difficult to keep under control. Here we examine the noise-to-signal ratio of micro-movements present in time-series of head motions extracted from resting-state functional magnetic resonance imaging scans in 1048 participants. These included individuals with autism spectrum disorders (ASD) and healthy-controls in shared data from the Autism Brain Imaging Data Exchange (ABIDE) and the Attention-Deficit Hyperactivity Disorder (ADHD-200) databases. We find excess noise and randomness in the ASD cases, suggesting an uncertain motor-feedback signal. A power-law emerged describing an orderly relation between the dispersion and shape of the probability distribution functions best describing the stochastic properties under consideration with respect to intelligence quotient (IQ-scores). In ASD, deleterious patterns of noise are consistently exacerbated with the presence of secondary (comorbid) neuropsychiatric diagnoses, lower verbal and performance intelligence, and autism severity. Importantly, such patterns in ASD are present whether or not the participant takes psychotropic medication. These data unambiguously establish specific noise-to-signal levels of head micro-movements as a biologically informed core feature of ASD.
引用
收藏
页数:19
相关论文
共 38 条
[1]  
[Anonymous], STAT PARAMETRIC MAPP
[2]   Autism: The Empathizing-Systemizing (E-S) Theory [J].
Baron-Cohen, Simon .
YEAR IN COGNITIVE NEUROSCIENCE 2009, 2009, 1156 :68-80
[3]   DOES THE AUTISTIC-CHILD HAVE A THEORY OF MIND [J].
BARONCOHEN, S ;
LESLIE, AM ;
FRITH, U .
COGNITION, 1985, 21 (01) :37-46
[4]   Updating the research domain criteria: the utility of a motor dimension [J].
Bernard, J. A. ;
Mittal, V. A. .
PSYCHOLOGICAL MEDICINE, 2015, 45 (13) :2685-2689
[5]  
BERNSTEIN N., 1967
[6]  
de Onis M, 2003, ACTA PAEDIATR, V92, P413, DOI 10.1111/j.1651-2227.2003.tb00570.x
[7]  
Deen Ben, 2012, Nature, V491, pS20
[8]   The autism brain imaging data exchange: towards a large-scale evaluation of the intrinsic brain architecture in autism [J].
Di Martino, A. ;
Yan, C-G ;
Li, Q. ;
Denio, E. ;
Castellanos, F. X. ;
Alaerts, K. ;
Anderson, J. S. ;
Assaf, M. ;
Bookheimer, S. Y. ;
Dapretto, M. ;
Deen, B. ;
Delmonte, S. ;
Dinstein, I. ;
Ertl-Wagner, B. ;
Fair, D. A. ;
Gallagher, L. ;
Kennedy, D. P. ;
Keown, C. L. ;
Keysers, C. ;
Lainhart, J. E. ;
Lord, C. ;
Luna, B. ;
Menon, V. ;
Minshew, N. J. ;
Monk, C. S. ;
Mueller, S. ;
Mueller, R. A. ;
Nebel, M. B. ;
Nigg, J. T. ;
O'Hearn, K. ;
Pelphrey, K. A. ;
Peltier, S. J. ;
Rudie, J. D. ;
Sunaert, S. ;
Thioux, M. ;
Tyszka, J. M. ;
Uddin, L. Q. ;
Verhoeven, J. S. ;
Wenderoth, N. ;
Wiggins, J. L. ;
Mostofsky, S. H. ;
Milham, M. P. .
MOLECULAR PSYCHIATRY, 2014, 19 (06) :659-667
[9]   Cluster failure: Why fMRI inferences for spatial extent have inflated false-positive rates [J].
Eklund, Anders ;
Nichols, Thomas E. ;
Knutsson, Hans .
PROCEEDINGS OF THE NATIONAL ACADEMY OF SCIENCES OF THE UNITED STATES OF AMERICA, 2016, 113 (28) :7900-7905
[10]   COMMENTARY AND OPINION .2. STATISTICAL PARAMETRIC MAPPING - ONTOLOGY AND CURRENT ISSUES [J].
FRISTON, KJ .
JOURNAL OF CEREBRAL BLOOD FLOW AND METABOLISM, 1995, 15 (03) :361-370