Department of Radiology and Medical Imaging, University of Virginia, Charlottesville, Virginia, USA.
Behavioral Neurology Unit, National Institute of Neurological Disorders and Stroke, National Institute of Nursing Research, National Institutes of Health, Bethesda, Maryland, USA.
J Neurotrauma. 2020 Dec 1;37(23):2468-2481. doi: 10.1089/neu.2020.7141. Epub 2020 Sep 30.
Combat military and civilian law enforcement personnel may be exposed to repetitive low-intensity blast events during training and operations. Persons who use explosives to gain entry (i.e., breach) into buildings are known as "breachers" or dynamic entry personnel. Breachers operate under the guidance of established safety protocols, but despite these precautions, breachers who are exposed to low-level blast throughout their careers frequently report performance deficits and symptoms to healthcare providers. Although little is known about the etiology linking blast exposure to clinical symptoms in humans, animal studies demonstrate network-level changes in brain function, alterations in brain morphology, vascular and inflammatory changes, hearing loss, and even alterations in gene expression after repeated blast exposure. To explore whether similar effects occur in humans, we collected a comprehensive data battery from 20 experienced breachers exposed to blast throughout their careers and 14 military and law enforcement controls. This battery included neuropsychological assessments, blood biomarkers, and magnetic resonance imaging measures, including cortical thickness, diffusion tensor imaging of white matter, functional connectivity, and perfusion. To better understand the relationship between repetitive low-level blast exposure and behavioral and imaging differences in humans, we analyzed the data using similarity-driven multi-view linear reconstruction (SiMLR). SiMLR is specifically designed for multiple modality statistical integration using dimensionality-reduction techniques for studies with high-dimensional, yet sparse, data (i.e., low number of subjects and many data per subject). We identify significant group effects in these data spanning brain structure, function, and blood biomarkers.
军事和民用执法人员在训练和行动中可能会反复接触低强度爆炸事件。使用爆炸物进入(即突破)建筑物的人员被称为“突破者”或动态进入人员。突破者在既定安全协议的指导下操作,但尽管有这些预防措施,在整个职业生涯中接触低水平爆炸的突破者经常向医疗保健提供者报告表现缺陷和症状。尽管人们对将爆炸暴露与人的临床症状联系起来的病因知之甚少,但动物研究表明,大脑功能的网络水平发生变化,大脑形态、血管和炎症变化、听力损失,甚至在反复暴露于爆炸后基因表达发生变化。为了探索这种类似的影响是否会在人类身上发生,我们从 20 名在职业生涯中接触过爆炸的经验丰富的突破者和 14 名军事和执法人员中收集了全面的数据。该数据组包括神经心理学评估、血液生物标志物和磁共振成像测量,包括皮质厚度、白质弥散张量成像、功能连接和灌注。为了更好地了解重复低水平爆炸暴露与人类行为和影像学差异之间的关系,我们使用相似性驱动的多视图线性重建(SiMLR)分析数据。SiMLR 是专门为具有高维稀疏数据(即受试者数量少,每个受试者的数据多)的研究而设计的,用于多模态统计集成的维度减少技术。我们在这些数据中发现了跨越大脑结构、功能和血液生物标志物的显著组效应。