Yuan Weihong, Meller Artur, Shimony Joshua S, Nash Tiffany, Jones Blaise V, Holland Scott K, Altaye Mekibib, Barnard Holly, Phillips Jannel, Powell Stephanie, McKinstry Robert C, Limbrick David D, Rajagopal Akila, Mangano Francesco T
Department of Radiology, Cincinnati Children's Hospital Medical Center, Cincinnati, OH, United States; University of Cincinnati College of Medicine, Cincinnati, OH, United States.
Department of Radiology, Cincinnati Children's Hospital Medical Center, Cincinnati, OH, United States.
Neuroimage Clin. 2016 Sep 4;12:631-639. doi: 10.1016/j.nicl.2016.09.003. eCollection 2016.
Neuroimaging research in surgically treated pediatric hydrocephalus patients remains challenging due to the artifact caused by programmable shunt. Our previous study has demonstrated significant alterations in the whole brain white matter structural connectivity based on diffusion tensor imaging (DTI) and graph theoretical analysis in children with hydrocephalus prior to surgery or in surgically treated children without programmable shunts. This study seeks to investigate the impact of brain injury on the topological features in the left hemisphere, contratelateral to the shunt placement, which will avoid the influence of shunt artifacts and makes further group comparisons feasible for children with programmable shunt valves. Three groups of children (34 in the control group, 12 in the 3-month post-surgery group, and 24 in the 12-month post-surgery group, age between 1 and 18 years) were included in the study. The structural connectivity data processing and analysis were performed based on DTI and graph theoretical analysis. Specific procedures were revised to include only left brain imaging data in normalization, parcellation, and fiber counting from DTI tractography. Our results showed that, when compared to controls, children with hydrocephalus in both the 3-month and 12-month post-surgery groups had significantly lower normalized clustering coefficient, lower small-worldness, and higher global efficiency (all < 0.05, corrected). At a regional level, both patient groups showed significant alteration in one or more regional connectivity measures in a series of brain regions in the left hemisphere (8 and 10 regions in the 3-month post-surgery and the 12-month post-surgery group, respectively, all < 0.05, corrected). No significant correlation was found between any of the global or regional measures and the contemporaneous neuropsychological outcomes [the General Adaptive Composite (GAC) from the Adaptive Behavior Assessment System, Second Edition (ABAS-II)]. However, one global network measure (global efficiency) and two regional network measures in the insula (local efficiency and between centrality) tested at 3-month post-surgery were found to correlate with GAC score tested at 12-month post-surgery with statistical significance (all < 0.05, corrected). Our data showed that the structural connectivity analysis based on DTI and graph theory was sensitive in detecting both global and regional network abnormality when the analysis was conducted in the left hemisphere only. This approach provides a new avenue enabling the application of advanced neuroimaging analysis methods in quantifying brain damage in children with hydrocephalus surgically treated with programmable shunts.
由于可编程分流器产生的伪影,对接受手术治疗的小儿脑积水患者进行神经影像学研究仍然具有挑战性。我们之前的研究表明,基于弥散张量成像(DTI)和图论分析,在手术前的脑积水患儿或接受手术治疗但没有可编程分流器的患儿中,全脑白质结构连接性存在显著改变。本研究旨在调查脑损伤对分流器放置对侧左半球拓扑特征的影响,这将避免分流器伪影的影响,并使对使用可编程分流阀的患儿进行进一步的组间比较成为可能。研究纳入了三组儿童(对照组34名,术后3个月组12名,术后12个月组24名,年龄在1至18岁之间)。基于DTI和图论分析进行结构连接性数据处理和分析。对特定程序进行了修订,在DTI纤维束成像的归一化、脑区划分和纤维计数中仅纳入左脑成像数据。我们的结果表明,与对照组相比,术后3个月和术后12个月的脑积水患儿的归一化聚类系数显著降低,小世界特性降低,全局效率升高(均P<0.05,校正)。在区域水平上,两个患者组在左半球一系列脑区中的一个或多个区域连接性测量指标上均表现出显著改变(术后3个月组和术后12个月组分别为8个和10个区域,均P<0.05,校正)。在任何全局或区域测量指标与同期神经心理学结果[来自第二版适应性行为评估系统(ABAS-II)的一般适应性综合评分(GAC)]之间均未发现显著相关性。然而,发现术后3个月测试的一项全局网络测量指标(全局效率)和脑岛中的两项区域网络测量指标(局部效率和中介中心性)与术后12个月测试的GAC评分具有统计学相关性(均P<0.05,校正)。我们的数据表明,当仅在左半球进行分析时,基于DTI和图论的结构连接性分析在检测全局和区域网络异常方面具有敏感性。这种方法提供了一条新途径,能够将先进的神经影像学分析方法应用于量化接受可编程分流器手术治疗的脑积水患儿的脑损伤。