White matter network topology relates to cognitive flexibility and cumulative neurological risk in adult survivors of pediatric brain tumors

被引:25
作者
Na, Sabrina [1 ]
Li, Longchuan [2 ]
Crosson, Bruce [1 ,3 ,4 ]
Dotson, Vonetta [1 ]
MacDonald, Tobey J. [5 ,6 ]
Mao, Hui [7 ]
King, Tricia Z. [1 ,8 ]
机构
[1] Georgia State Univ, Dept Psychol, POB 5010, Atlanta, GA 30302 USA
[2] Emory Univ, Sch Med, Marcus Autism Ctr, Childrens Healthcare Atlanta, Atlanta, GA 30322 USA
[3] Atlanta VA Ctr Visual & Neurocognit Rehabil, Decatur, GA USA
[4] Emory Univ, Dept Neurol, Atlanta, GA 30322 USA
[5] Emory Univ, Sch Med, Dept Pediat, Atlanta, GA 30322 USA
[6] Childrens Healthcare Atlanta, Aflac Canc & Blood Disorders Ctr, Atlanta, GA 30322 USA
[7] Emory Univ, Dept Radiol & Imaging Sci, Atlanta, GA 30322 USA
[8] Georgia State Univ, Neurosci Inst, Atlanta, GA 30303 USA
关键词
Brain tumor survivorship; Graph theory; Executive functioning; Long-term outcomes; Cognitive flexibility; Diffusion MRI; CRANIAL RADIATION; CONNECTOME; OUTCOMES; HUBS; CONNECTIVITY; IMPAIRMENT; CHILDREN; ROBUST; OPTIMIZATION; REGISTRATION;
D O I
10.1016/j.nicl.2018.08.015
中图分类号
R445 [影像诊断学];
学科分类号
100207 ;
摘要
Adult survivors of pediatric brain tumors exhibit deficits in executive functioning. Given that brain tumors and medical treatments for brain tumors result in disruptions to white matter, a network analysis was used to explore the topological properties of white matter networks. This study used diffusion tensor imaging and deterministic tractography in 38 adult survivors of pediatric brain tumors (mean age in years = 23.11 (SD = 4.96), 54% female, mean years post diagnosis = 14.09 (SD = 6.19)) and 38 healthy peers matched by age, gender, handedness, and socioeconomic status. Nodes were defined using the Automated Anatomical Labeling (AAL) parcellation scheme, and edges were defined as the mean fractional anisotropy of streamlines that connected each node pair. Global efficiency and average clustering coefficient were reduced in survivors compared to healthy peers with preferential impact to hub regions. Global efficiency mediated differences in cognitive flexibility between survivors and healthy peers, as well as the relationship between cumulative neurological risk and cognitive flexibility. These results suggest that adult survivors of pediatric brain tumors, on average one and a half decades post brain tumor diagnosis and treatment, exhibit altered white matter topology in the form of suboptimal integration and segregation of large scale networks, and that disrupted topology may underlie executive functioning impairments. Network based studies provided important topographic insights on network organization in long-term survivors of pediatric brain tumor.
引用
收藏
页码:485 / 497
页数:13
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