Structural connectivity relates to perinatal factors and functional impairment at 7 years in children born very preterm

被引:50
|
作者
Thompson, Deanne K. [1 ,2 ,3 ]
Chen, Jian [1 ,4 ]
Beare, Richard [1 ,4 ]
Adamson, Christopher L. [1 ]
Ellis, Rachel [1 ]
Ahmadzai, Zohra M. [1 ]
Kelly, Claire E. [1 ]
Lee, Katherine J. [1 ,3 ]
Zalesky, Andrew [5 ,6 ,7 ]
Yang, Joseph Y. M. [1 ,8 ]
Hunt, Rodney W. [1 ,3 ,9 ]
Cheong, Jeanie L. Y. [1 ,10 ,11 ]
Inder, Terrie E. [12 ]
Doyle, Lex W. [1 ,3 ,10 ,11 ]
Seal, Marc L. [1 ,3 ]
Anderson, Peter J. [1 ,3 ]
机构
[1] Murdoch Childrens Res Inst, 50 Flemington Rd, Parkville, Vic 3052, Australia
[2] Florey Inst Neurosci & Mental Hlth, 30 Royal Parade, Parkville, Vic 3052, Australia
[3] Univ Melbourne, Dept Paediat, 50 Flemington Rd, Parkville, Vic 3052, Australia
[4] Monash Univ, Monash Med Ctr, Dept Med, 246 Clayton Rd, Melbourne, Vic 3168, Australia
[5] Univ Melbourne, Melbourne Neuropsychiatry Ctr, Dept Psychiat, 161 Barry St, Carlton, Vic 3053, Australia
[6] Melbourne Hlth, 161 Barry St, Carlton, Vic 3053, Australia
[7] Univ Melbourne, Melbourne Sch Engn, Bldg 173, Parkville, Vic 3010, Australia
[8] Royal Childrens Hosp, Dept Neurosurg, 50 Flemington Rd, Parkville, Vic 3052, Australia
[9] Royal Childrens Hosp, Dept Neonatal Med, 50 Flemington Rd, Parkville, Vic 3052, Australia
[10] Royal Womens Hosp, Womens Newborn Res Ctr, 20 Flemington Rd, Parkville, Vic 3052, Australia
[11] Univ Melbourne, Dept Obstet & Gynaecol, 20 Flemington Rd, Parkville, Vic 3052, Australia
[12] Brigham & Womens Hosp, 75 Francis St, Boston, MA 02115 USA
基金
英国医学研究理事会; 美国国家卫生研究院;
关键词
Brain; Diffusion weighted imaging; Magnetic resonance imaging; Preterm; WHITE-MATTER MICROSTRUCTURE; HUMAN CEREBRAL-CORTEX; DIFFUSION TRACTOGRAPHY; BRAIN; INFANTS; BIRTH; ADOLESCENTS; INJURY; MRI; ABNORMALITIES;
D O I
10.1016/j.neuroimage.2016.03.070
中图分类号
Q189 [神经科学];
学科分类号
071006 ;
摘要
Objective: To use structural connectivity to (1) compare brain networks between typically and atypically developing (very preterm) children, (2) explore associations between potential perinatal developmental disturbances and brain networks, and (3) describe associations between brain networks and functional impairments in very preterm children. Methods: 26 full-term and 107 very preterm 7-year-old children (born < 30 weeks' gestational age and/or < 1250 g) underwent T-1- and diffusion-weighted imaging. Global white matter fibre networks were produced using 80 cortical and subcortical nodes, and edges were created using constrained spherical deconvolution-based tractography. Global graph theory metrics were analysed, and regional networks were identified using network-based statistics. Cognitive and motor function were assessed at 7 years of age. Results: Compared with full-term children, very preterm children had reduced density, lower global efficiency and higher local efficiency. Those with lower gestational age at birth, infection or higher neonatal brain abnormality score had reduced connectivity. Reduced connectivity within a widespread network was predictive of impaired IQ, while reduced connectivity within the right parietal and temporal lobes was associated with motor impairment in very preterm children. Conclusions: This study utilised an innovative structural connectivity pipeline to reveal that children born very preterm have less connected and less complex brain networks compared with typically developing term-born children. Adverse perinatal factors led to disturbances in white matter connectivity, which in turn are associated with impaired functional outcomes, highlighting novel structure-function relationships. (C) 2016 Elsevier Inc. All rights reserved.
引用
收藏
页码:328 / 337
页数:10
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