Integrated Sciences and Technology, AbbVie Inc., North Chicago, IL, USA Exploratory Statistics, AbbVie Inc., North Chicago, IL, USA Neuroscience Discovery, AbbVie Inc., North Chicago, IL, USA Comparative Medicine, AbbVie Inc., North Chicago, IL, USA.
Pain. 2013 Dec;154(12):2782-2793. doi: 10.1016/j.pain.2013.08.016. Epub 2013 Aug 21.
Subsequent to peripheral nerve compression and irritation, pathophysiological processes take place within nervous and immune systems. Here, we utilized a multimodal approach to comprehend peripheral and central soft tissue changes as well as alterations occurring in systemic analytes following unilateral chronic constriction injury (CCI) of the sciatic nerve in rodents. Using magnetic resonance imaging and [18F]-2-fluoro-2-deoxy-d-glucose (FDG) positron emission tomography, we demonstrated robust structural abnormalities and enhanced FDG uptake within the injured nerve and surrounding muscle, respectively. To assess whether central morphological changes were induced by nerve injury, diffusion tenor imaging was performed. A decrease in fractional anisotropy in primary motor cortex contralateral to the injury site was observed. Evaluation of a panel of circulating cytokines, chemokines, and growth factors showed decreased levels of interleukin-1β and Fractalkine in CCI animals. Area under the receiver operating curve (ROC) calculations of analyte levels, imaging, and behavioral end points ranged from 0.786 to 1, where behavioral and peripheral imaging end points (eg, FDG uptake in muscle) were observed to have the highest discriminatory capabilities (maximum area under ROC = 1) between nerve injury and sham conditions. Lastly, performance of correlation analysis involving all analyte, behavioral, and imaging data provided an understanding of the overall association amongst these end points, and importantly, a distinction in correlation patterns was observed between CCI and sham conditions. These findings demonstrate the multidimensional pathophysiology of sciatic nerve injury and how a combined analyte, behavioral, and imaging assessment can be implemented to probe this complexity.
在外周神经受压和刺激后,神经系统和免疫系统会发生病理生理过程。在这里,我们采用多模态方法来理解外周和中枢软组织的变化,以及在单侧坐骨神经慢性缩窄性损伤(CCI)后系统分析物的变化。使用磁共振成像和 [18F]-2-氟-2-脱氧-d-葡萄糖(FDG)正电子发射断层扫描,我们分别证明了受损神经内和周围肌肉内存在明显的结构异常和 FDG 摄取增加。为了评估神经损伤是否引起中枢形态变化,进行了扩散张量成像。观察到损伤部位对侧初级运动皮层的各向异性分数降低。对循环细胞因子、趋化因子和生长因子的分析表明,CCI 动物的白细胞介素-1β和 fractalkine 水平降低。分析物水平、成像和行为终点的受试者工作特征曲线(ROC)下面积的计算范围为 0.786 至 1,其中行为和外周成像终点(例如,肌肉中的 FDG 摄取)观察到具有最高的区分能力(最大 ROC 下面积=1)在神经损伤和假手术条件之间。最后,进行涉及所有分析物、行为和成像数据的相关分析,提供了对这些终点之间总体关联的理解,并且重要的是,CCI 和假手术条件之间观察到相关性模式的区别。这些发现表明了坐骨神经损伤的多维病理生理学,以及如何实施联合分析物、行为和成像评估来探究这种复杂性。