Structural connectivity analysis reveals abnormal brain connections in agenesis of the corpus callosum in children

被引:16
作者
Meoded, Avner [1 ]
Katipally, Rohan [2 ]
Bosemani, Thangamadhan [1 ]
Huisman, Thierry A. G. M. [1 ]
Poretti, Andrea [1 ]
机构
[1] Johns Hopkins Univ, Russell H Morgan Dept Radiol & Radiol Sci, Charlotte R Bloomberg Childrens Ctr, Sect Pediat Neuroradiol,Div Pediat Radiol,Sch Med, Baltimore, MD 21287 USA
[2] Brown Univ, Dept Appl Math, Providence, RI 02912 USA
关键词
Corpus callosum; Agenesis; Children; Structural connectivity; Diffusion tensor imaging; DIFFUSION TRACTOGRAPHY; NETWORKS; DISCONNECTION;
D O I
10.1007/s00330-014-3541-y
中图分类号
R8 [特种医学]; R445 [影像诊断学];
学科分类号
1002 ; 100207 ; 1009 ;
摘要
Structural connectivity analysis is an ideal tool to study connections in brain malformations. We aimed to characterize the topological network measures and study sub-networks in children with agenesis of the corpus callosum (AgCC). We hypothesized a more segregated structural network in children with AgCC. Structural connectivity analysis including topology analysis and network-based-statistics was applied in children with AgCC and age-matched controls. Probabilistic-tractography and brain segmentation into 108 regions were performed. For controls, structural connectivity has been analyzed after excluding the callosal connections ('virtual callosotomy'). Ten patients (six males, mean age 6.5 years, SD 4.5 years) and ten controls (mean age 5.9 years, SD 4.7 years) were included. In patients, topology analysis revealed higher clustering coefficient and transitivity and lower small world index and assortativity compared to controls. The bilateral insula were identified as hubs in patients, whereas the cerebellum was detected as a hub only in controls. Three sub-networks of increased connectivity were identified in patients. We found reduced global and increased local connectivity in children with AgCC compared to controls. Neural plasticity in AgCC may attempt to increase the interhemispheric connectivity through alternative decussating pathways other than the corpus callosum. aEuro cent The structural connectivity analysis quantifies white-matter networks within the brain aEuro cent In callosal agenesis there is reduced global and increased local connectivity aEuro cent In callosal agenesis, alternative decussating pathways are used for interhemispheric connectivity.
引用
收藏
页码:1471 / 1478
页数:8
相关论文
共 44 条
[1]  
Basser PJ, 1996, J MAGN RESON SER B, V111, P209, DOI [10.1006/jmrb.1996.0086, 10.1016/j.jmr.2011.09.022]
[2]   Probabilistic diffusion tractography with multiple fibre orientations: What can we gain? [J].
Behrens, T. E. J. ;
Berg, H. Johansen ;
Jbabdi, S. ;
Rushworth, M. F. S. ;
Woolrich, M. W. .
NEUROIMAGE, 2007, 34 (01) :144-155
[3]   Bilateral field advantage and evoked potential interhemispheric transmission in commissurotomy and callosal agenesis [J].
Brown, WS ;
Jeeves, MA ;
Dietrich, R ;
Burnison, DS .
NEUROPSYCHOLOGIA, 1999, 37 (10) :1165-1180
[4]   The economy of brain network organization [J].
Bullmore, Edward T. ;
Sporns, Olaf .
NATURE REVIEWS NEUROSCIENCE, 2012, 13 (05) :336-349
[5]   Brain Graphs: Graphical Models of the Human Brain Connectome [J].
Bullmore, Edward T. ;
Bassett, Danielle S. .
ANNUAL REVIEW OF CLINICAL PSYCHOLOGY, 2011, 7 :113-140
[6]   Complex brain networks: graph theoretical analysis of structural and functional systems [J].
Bullmore, Edward T. ;
Sporns, Olaf .
NATURE REVIEWS NEUROSCIENCE, 2009, 10 (03) :186-198
[7]   Diffusion tensor imaging to evaluate commissural disconnection after corpus callosotomy [J].
Choudhri, Asim F. ;
Whitehead, Matthew T. ;
McGregor, Amy L. ;
Einhaus, Stephanie L. ;
Boop, Frederick A. ;
Wheless, James W. .
NEURORADIOLOGY, 2013, 55 (11) :1397-1403
[8]   The hubs of the human connectome are generally implicated in the anatomy of brain disorders [J].
Crossley, Nicolas A. ;
Mechelli, Andrea ;
Scott, Jessica ;
Carletti, Francesco ;
Fox, Peter T. ;
McGuire, Philip ;
Bullmore, Edward T. .
BRAIN, 2014, 137 :2382-2395
[9]   Clinical, genetic and imaging findings identify new causes for corpus callosum development syndromes [J].
Edwards, Timothy J. ;
Sherr, Elliott H. ;
Barkovich, A. James ;
Richards, Linda J. .
BRAIN, 2014, 137 :1579-1613
[10]   Assessment of system dysfunction in the brain through MRI-based connectomics [J].
Filippi, Massimo ;
van den Heuvel, Martijn P. ;
Fornito, Alexander ;
He, Yong ;
Pol, Hilleke E. Hulshoff ;
Agosta, Federica ;
Comi, Giancarlo ;
Rocca, Maria A. .
LANCET NEUROLOGY, 2013, 12 (12) :1189-1199