Moshchin Mikhail, Cheng Kevin P, Osting Susan, Laluzerne Matthew, Hurley Samuel A, Singh Ajay Paul, Trevathan James K, Brzeczkowski Andrea, Yu John-Paul J, Lake Wendell B, Ludwig Kip A, Suminski Aaron J
University of Wisconsin-Madison, Madison, WI USA.
Int IEEE EMBS Conf Neural Eng. 2023 Apr;2023. doi: 10.1109/ner52421.2023.10123839. Epub 2023 May 19.
In recent years, tractography based on diffusion magnetic resonance imaging (dMRI) has become a popular tool for studying microstructural changes resulting from brain diseases like Parkinson's Disease (PD). Quantitative anisotropy (QA) is a parameter that is used in deterministic fiber tracking as a measure of connection between brain regions. It remains unclear, however, if microstructural changes caused by lesioning the median forebrain bundle (MFB) to create a Parkinsonian rat model can be resolved using tractography based on ex-vivo diffusion MRI. This study aims to fill this gap and enable future mechanistic research on structural changes of the whole brain network rodent models of PD. Specifically, it evaluated the ability of correlational tractography to detect structural changes in the MFB of 6-hydroxydopamine (6-OHDA) lesioned rats. The findings reveal that correlational tractography can detect structural changes in lesioned MFB and differentiate between the 6-OHDA and control groups. Imaging results are supported by behavioral and histological evidence demonstrating that 6-OHDA lesioned rats were indeed Parkinsonian. The results suggest that QA and correlational tractography is appropriate to examine local structural changes in rodent models of neurodegenerative disease. More broadly, we expect that similar techniques may provide insight on how disease alters structure throughout the brain, and as a tool to optimize therapeutic interventions.
近年来,基于扩散磁共振成像(dMRI)的纤维束成像已成为研究帕金森病(PD)等脑部疾病所致微观结构变化的常用工具。定量各向异性(QA)是一种用于确定性纤维追踪的参数,可作为衡量脑区之间连接性的指标。然而,通过损毁中脑前束(MFB)建立帕金森病大鼠模型所引起的微观结构变化能否通过基于离体扩散MRI的纤维束成像来分辨,目前尚不清楚。本研究旨在填补这一空白,并为未来对帕金森病全脑网络啮齿动物模型结构变化的机制研究提供可能。具体而言,该研究评估了相关纤维束成像检测6-羟基多巴胺(6-OHDA)损毁大鼠MFB结构变化的能力。研究结果表明,相关纤维束成像能够检测到损毁MFB的结构变化,并区分6-OHDA组和对照组。行为学和组织学证据支持成像结果,表明6-OHDA损毁大鼠确实患有帕金森病。结果表明,QA和相关纤维束成像适用于研究神经退行性疾病啮齿动物模型中的局部结构变化。更广泛地说,我们期望类似技术能够为疾病如何改变全脑结构提供见解,并作为优化治疗干预措施的一种工具。