Abnormal functional connectivity of default mode sub-networks in autism spectrum disorder patients

被引:506
作者
Assaf, Michal [1 ,2 ]
Jagannathan, Kanchana [1 ]
Calhoun, Vince D. [1 ,2 ,3 ,4 ]
Miller, Laura [1 ]
Stevens, Michael C. [1 ,2 ]
Sahl, Robert [5 ]
O'Boyle, Jacqueline G. [1 ]
Schultz, Robert T. [6 ,7 ]
Pearlson, Godfrey D. [1 ,2 ]
机构
[1] Hartford Hosp, Inst Living, Olin Neuropsychiat Res Ctr, Hartford, CT 06106 USA
[2] Yale Univ, Sch Med, Dept Psychiat, New Haven, CT USA
[3] Mind Res Network, Albuquerque, NM USA
[4] Univ New Mexico, Dept Elect & Comp Engn, Albuquerque, NM 87131 USA
[5] Hartford Hosp, Inst Living, Div Adolescent & Child, Hartford, CT 06106 USA
[6] Childrens Hosp Philadelphia, Ctr Autism Res, Philadelphia, PA USA
[7] Univ Penn, Sch Med, Dept Pediat, Philadelphia, PA 19104 USA
关键词
Independent component analysis; Functional MRI; Resting state; Default mode network; High-functioning autism; INDEPENDENT COMPONENT ANALYSIS; RESTING-STATE NETWORKS; WORKING-MEMORY; SENTENCE COMPREHENSION; FMRI DATA; MRI DATA; BRAIN; TASK; MIND; UNDERCONNECTIVITY;
D O I
10.1016/j.neuroimage.2010.05.067
中图分类号
Q189 [神经科学];
学科分类号
071006 ;
摘要
Autism spectrum disorders (ASDs) are characterized by deficits in social and communication processes. Recent data suggest that altered functional connectivity (FC), i.e. synchronous brain activity, might contribute to these deficits. Of specific interest is the FC integrity of the default mode network (DMN), a network active during passive resting states and cognitive processes related to social deficits seen in ASD, e.g. Theory of Mind. We investigated the role of altered FC of default mode sub-networks (DM-SNs) in 16 patients with high-functioning ASD compared to 16 matched healthy controls of short resting fMRI scans using independent component analysis (ICA). ICA is a multivariate data-driven approach that identifies temporally coherent networks, providing a natural measure of FC. Results show that compared to controls, patients showed decreased FC between the precuneus and medial prefrontal cortex/anterior cingulate cortex, DMN core areas, and other DM-SNs areas. FC magnitude in these regions inversely correlated with the severity of patients' social and communication deficits as measured by the Autism Diagnostic Observational Schedule and the Social Responsiveness Scale. Importantly, supplemental analyses suggest that these results were independent of treatment status. These results support the hypothesis that DM-SNs under-connectivity contributes to the core deficits seen in ASD. Moreover, these data provide further support for the use of data-driven analysis with resting-state data for illuminating neural systems that differ between groups. This approach seems especially well suited for populations where compliance with and performance of active tasks might be a challenge, as it requires minimal cooperation. (C) 2010 Elsevier Inc. All rights reserved.
引用
收藏
页码:247 / 256
页数:10
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