Intra- and inter-hemispheric structural connectome in agenesis of the corpus callosum

被引:6
作者
Shi, Minghui [1 ,2 ]
Freitas, Lorena G. A. [1 ,2 ]
Spencer-Smith, Megan M. [6 ,11 ]
Kebets, Valeria [2 ,13 ]
Anderson, Vicki [5 ,6 ,9 ,10 ]
McIlroy, Alissandra [6 ]
Wood, Amanda G. [6 ,7 ,8 ]
Leventer, Richard J. [3 ,4 ,5 ]
Van de Ville, Dimitri [1 ,2 ]
Siffredi, Vanessa [1 ,2 ,6 ,12 ]
机构
[1] Ecole Polytech Fed Lausanne, Inst Bioengn, Lausanne, Switzerland
[2] Univ Geneva, Dept Radiol & Med Informat, Geneva, Switzerland
[3] Univ Melbourne, Dept Paediat, Melbourne, Vic, Australia
[4] Royal Childrens Hosp, Dept Neurol, Melbourne, Vic, Australia
[5] Murdoch Childrens Res Inst, Clin Sci, Neurosci Res, Melbourne, Vic, Australia
[6] Murdoch Childrens Res Inst, Clin Sci, Brain & Mind Res, Melbourne, Vic, Australia
[7] Aston Univ, Sch Life & Hlth Sci, Aston Neurosci Inst, Birmingham B4 7ET, W Midlands, England
[8] Deakin Univ, Fac Hlth, Sch Psychol, Melbourne Burwood Campus, Geelong, Vic, Australia
[9] Univ Melbourne, Sch Psychol Sci, Melbourne, Vic, Australia
[10] Royal Childrens Hosp, Dept Psychol, Melbourne, Vic, Australia
[11] Monash Univ, Sch Psychol Sci, Turner Inst Brain & Mental Hlth, Melbourne, Vic, Australia
[12] Univ Geneva, Fac Med, Dept Paediat, Div Dev & Growth, Geneva, Switzerland
[13] Natl Univ Singapore, Inst Hlth 1, Clin Imaging Res Ctr, Dept Elect & Comp Engn,Ctr Sleep & Cognit, Singapore, Singapore
基金
欧洲研究理事会; 英国医学研究理事会;
关键词
Agenesis of the corpus callosum; Structural connectome; Graph metrics; Brain plasticity; SPHERICAL-DECONVOLUTION; FUNCTIONAL CONNECTIVITY; HUMAN BRAIN; WHITE-MATTER; TRACTOGRAPHY; PLASTICITY; DISORDERS; ATLAS; AGE;
D O I
10.1016/j.nicl.2021.102709
中图分类号
R445 [影像诊断学];
学科分类号
100207 ;
摘要
Agenesis of the corpus callosum (AgCC) is a congenital brain malformation characterized by the complete or partial failure to develop the corpus callosum. Despite missing the largest white matter bundle connecting the left and right hemispheres of the brain, studies have shown preserved inter-hemispheric communication in individuals with AgCC. It is likely that plasticity provides mechanisms for the brain to adjust in the context of AgCC, as the malformation disrupts programmed developmental brain processes very early on. A proposed candidate for neuroplastic response in individuals with AgCC is strengthening of intra-hemispheric structural connections. In the present study, we explore this hypothesis using a graph-based approach of the structural connectome, which enables intra-and inter-hemispheric analyses at multiple resolutions and quantification of structural characteristics through graph metrics. Structural graph metrics of 19 children with AgCC (13 with complete, 6 with partial AgCC) were compared to those of 29 typically developing controls (TDC). Associations between structural graph metrics and a wide range of neurobehavioral outcomes were examined using a multivariate data-driven approach (Partial Least Squares Correlation, PLSC). Our results provide new evidence suggesting structural strengthening of intra-hemispheric pathways as a neuroplastic response in the acallosal brain, and highlight regional variability in structural connectivity in children with AgCC compared to TDC. There was little evidence that structural graph properties in children with AgCC were associated with neurobehavioral outcomes. To our knowledge, this is the first report leveraging graph theory tools to explicitly characterize whole-brain intra-and inter-hemispheric structural connectivity in AgCC, opening avenues for future research on neuroplastic responses in AgCC.
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页数:11
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