A big-world network in ASD: Dynamical connectivity analysis reflects a deficit in long-range connections and an excess of short-range connections

被引:238
作者
Barttfeld, Pablo [1 ,2 ]
Wicker, Bruno [1 ,3 ]
Cukier, Sebastian [1 ,2 ]
Navarta, Silvana [1 ]
Lew, Sergio [4 ]
Sigman, Mariano [1 ]
机构
[1] Univ Buenos Aires, Dept Phys, Integrat Neurosci Lab, Buenos Aires, DF, Argentina
[2] Fdn Lucha Enfermedades Neurol Infancia, Buenos Aires, DF, Argentina
[3] Univ Mediterranee, CNRS, Mediterranean Inst Cognit Neurosci, F-13402 Marseille 20, France
[4] Univ Buenos Aires, Fac Ingn, Inst Ingn Biomed, RA-1053 Buenos Aires, DF, Argentina
关键词
Functional connectivity; Delta band EEG; Resting state; Small world metrics; Autism Spectrum Disorder; FUNCTIONAL CONNECTIVITY; CORPUS-CALLOSUM; COGNITIVE NEUROSCIENCE; BASE-LINE; AUTISM; BRAIN; SPECTRUM; CONSCIOUSNESS; ABNORMALITIES; TASK;
D O I
10.1016/j.neuropsychologia.2010.11.024
中图分类号
B84 [心理学]; C [社会科学总论]; Q98 [人类学];
学科分类号
03 ; 0303 ; 030303 ; 04 ; 0402 ;
摘要
Over the last years, increasing evidence has fuelled the hypothesis that Autism Spectrum Disorder (ASD) is a condition of altered brain functional connectivity. The great majority of these empirical studies relies on functional magnetic resonance imaging (fMRI) which has a relatively poor temporal resolution. Only a handful of studies has examined networks emerging from dynamic coherence at the millisecond resolution and there are no investigations of coherence at the lowest frequencies in the power spectrum which has recently been shown to reflect long-range cortico-cortical connections. Here we used electroencephalography (EEG) to assess dynamic brain connectivity in ASD focusing in the low-frequency (delta) range. We found that connectivity patterns were distinct in ASD and control populations and reflected a double dissociation: ASD subjects lacked long-range connections, with a most prominent deficit in fronto-occipital connections. Conversely, individuals with ASD showed increased short-range connections in lateral-frontal electrodes. This effect between categories showed a consistent parametric dependency: as ASD severity increased, short-range coherence was more pronounced and long-range coherence decreased. Theoretical arguments have been proposed arguing that distinct patterns of connectivity may result in networks with different efficiency in transmission of information. We show that the networks in ASD subjects have less Clustering coefficient, greater Characteristic Path Length than controls - indicating that the topology of the network departs from small-world behaviour - and greater modularity. Together these results show that delta-band coherence reveal qualitative and quantitative aspects associated with ASD pathology. (C) 2010 Elsevier Ltd. All rights reserved.
引用
收藏
页码:254 / 263
页数:10
相关论文
共 63 条
[1]   Diffusion tensor imaging of the corpus callosum in Autism [J].
Alexander, Andrew L. ;
Lee, Jee Eun ;
Lazar, Mariana ;
Boudos, Rebecca ;
DuBray, Molly B. ;
Oakes, Terrence R. ;
Miller, Judith N. ;
Lu, Jeffrey ;
Jeong, Eun-Kee ;
McMahon, William M. ;
Bigler, Erin D. ;
Lainhart, Janet E. .
NEUROIMAGE, 2007, 34 (01) :61-73
[2]  
[Anonymous], 1998, Connections
[3]  
[Anonymous], OUTLINE PSYCHOL
[4]  
[Anonymous], 1993, INTRO BOOTSTRAP
[5]  
APA A.P. A., 2000, Diagnostic and statistical manual of mental disorders: DSM-IV, V4th
[6]   Global workspace theory of consciousness: toward a cognitive neuroscience of human experience [J].
Baars, BJ .
BOUNDARIES OF CONSCIOUSNESS: NEUROBIOLOGY AND NEUROPATHOLOGY, 2005, 150 :45-53
[7]  
Baars BJ., 1993, COGNITIVE THEORY CON
[8]   Scale-Free Networks: A Decade and Beyond [J].
Barabasi, Albert-Laszlo .
SCIENCE, 2009, 325 (5939) :412-413
[9]   Autism and abnormal development of brain connectivity [J].
Belmonte, MK ;
Allen, G ;
Beckel-Mitchener, A ;
Boulanger, LM ;
Carper, RA ;
Webb, SJ .
JOURNAL OF NEUROSCIENCE, 2004, 24 (42) :9228-9231
[10]   LARGE-SCALE CORTICAL NETWORKS AND COGNITION [J].
BRESSLER, SL .
BRAIN RESEARCH REVIEWS, 1995, 20 (03) :288-304