Idiosyncratic organization of cortical networks in autism spectrum disorder

被引:57
作者
Nunes, Adonay S. [1 ]
Peatfield, Nicholas [1 ]
Vakorin, Vasily [1 ,2 ]
Doesburg, Sam M. [1 ,2 ]
机构
[1] Simon Fraser Univ, Dept Biomed Physiol & Kinesiol, Burnaby, BC, Canada
[2] Simon Fraser Univ, BCNI, Burnaby, BC, Canada
基金
加拿大健康研究院; 加拿大自然科学与工程研究理事会;
关键词
Autism spectrum disorder; fMRI; Resting state; Network clustering; Functional connectivity; Intrinsic connectivity network; FUNCTIONAL CONNECTIVITY; CHILDREN; CORTEX; FMRI;
D O I
10.1016/j.neuroimage.2018.01.022
中图分类号
Q189 [神经科学];
学科分类号
071006 ;
摘要
Neuroimaging studies of Autism Spectrum Disorder (ASD) have yielded inconsistent results indicating either increases or decreases in functional connectivity, or both. Recent findings suggest that these seemingly divergent results might be underpinned by greater inter-individual variability in brain network connectivity in ASD. We tested the hypothesis that the spatial patterns of intrinsic connectivity networks (ICNs) are more idiosyncratic in ASD, and demonstrated that this increased variability is associated with symptomatology. We estimated whole brain functional connectivity based on resting state functional magnetic resonance imaging (fMRI) data obtained from the Autism Brain Imaging Data Exchange I & II (ABIDE I & II) repository: 422 (69 females) participants with ASD and 424 (59 females) typically developing (TD) participants between 6 and 30 years of age. We clustered individuals' patterns of resting state functional connectivity into seven networks, each representing an ICN, and assessed the heterogeneity of each vertex on the cortical surface across individuals in terms of its incorporation into a particular ICN. We found that the incorporation of individual anatomical locations (vertices) to a common network was less consistent across individuals in ASD, indicating a more idiosyncratic organization of ICNs in the ASD brain. This spatial shifting effect was particularly pronounced in the Sensory-Motor Network (SMN) and the Default Mode Network (DMN). We also found that this idiosyncrasy in large-scale brain network organization was correlated with ASD symptomatology (ADOS). These results support the view that idiosyncratic functional connectivity is a hallmark of the ASD brain. We provide the first evidence that the anatomical organization of ICNs is idiosyncratic in ASD, as well as providing evidence that such abnormalities in brain network organization may contribute to the symptoms of ASD.
引用
收藏
页码:182 / 190
页数:9
相关论文
共 53 条
[1]   Decreased Interhemispheric Functional Connectivity in Autism [J].
Anderson, Jeffrey S. ;
Druzgal, T. Jason ;
Froehlich, Alyson ;
DuBray, Molly B. ;
Lange, Nicholas ;
Alexander, Andrew L. ;
Abildskov, Tracy ;
Nielsen, Jared A. ;
Cariello, Annahir N. ;
Cooperrider, Jason R. ;
Bigler, Erin D. ;
Lainhart, Janet E. .
CEREBRAL CORTEX, 2011, 21 (05) :1134-1146
[2]   Abnormal functional connectivity of default mode sub-networks in autism spectrum disorder patients [J].
Assaf, Michal ;
Jagannathan, Kanchana ;
Calhoun, Vince D. ;
Miller, Laura ;
Stevens, Michael C. ;
Sahl, Robert ;
O'Boyle, Jacqueline G. ;
Schultz, Robert T. ;
Pearlson, Godfrey D. .
NEUROIMAGE, 2010, 53 (01) :247-256
[3]   Connectivity-based parcellation reveals distinct cortico-striatal connectivity fingerprints in Autism Spectrum Disorder [J].
Balsters, Joshua H. ;
Mantini, Dante ;
Wenderoth, Nicole .
NEUROIMAGE, 2018, 170 :412-423
[4]   Connectivity-based parcellation increases network detection sensitivity in resting state fMRI: An investigation into the cingulate cortex in autism [J].
Balsters, Joshua H. ;
Mantini, Dante ;
Apps, Matthew A. J. ;
Eickhoff, Simon B. ;
Wenderoth, Nicole .
NEUROIMAGE-CLINICAL, 2016, 11 :494-507
[5]   Behavioral, perceptual, and neural alterations in sensory and multisensory function in autism spectrum disorder [J].
Baum, Sarah H. ;
Stevenson, Ryan A. ;
Wallace, Mark T. .
PROGRESS IN NEUROBIOLOGY, 2015, 134 :140-160
[6]   Reduced Gyrification Is Related to Reduced Interhemispheric Connectivity in Autism Spectrum Disorders [J].
Bos, Dienke J. ;
Merchan-Naranjo, Jessica ;
Martinez, Kenia ;
Pina-Camacho, Laura ;
Balsa, Ivan ;
Boada, Leticia ;
Schnack, Hugo ;
Oranje, Bob ;
Desco, Manuel ;
Arango, Celso ;
Parellada, Mara ;
Durston, Sarah ;
Janssen, Joost .
JOURNAL OF THE AMERICAN ACADEMY OF CHILD AND ADOLESCENT PSYCHIATRY, 2015, 54 (08) :668-676
[7]   Self-projection and the brain [J].
Buckner, Randy L. ;
Carroll, Daniel C. .
TRENDS IN COGNITIVE SCIENCES, 2007, 11 (02) :49-57
[8]   Idiosyncratic Brain Activation Patterns Are Associated with Poor Social Comprehension in Autism [J].
Byrge, Lisa ;
Dubois, Julien ;
Tyszka, J. Michael ;
Adolphs, Ralph ;
Kennedy, Daniel P. .
JOURNAL OF NEUROSCIENCE, 2015, 35 (14) :5837-5850
[9]   Processing words with emotional connotation:: An fMR1 study of time course and laterality in rostral frontal and retrosplenial cortices [J].
Cato, MA ;
Crosson, B ;
Gökçay, D ;
Soltysik, D ;
Wierenga, C ;
Gopinath, K ;
Himes, N ;
Belanger, H ;
Bauer, RM ;
Fischler, IS ;
Gonzalez-Rothi, L ;
Briggs, RW .
JOURNAL OF COGNITIVE NEUROSCIENCE, 2004, 16 (02) :167-177
[10]   Increased Functional Connectivity Between Subcortical and Cortical Resting-State Networks in Autism Spectrum Disorder [J].
Cerliani, Leonardo ;
Mennes, Maarten ;
Thomas, Rajat M. ;
Di Martino, Adriana ;
Thioux, Marc ;
Keysers, Christian .
JAMA PSYCHIATRY, 2015, 72 (08) :767-777