UPMC / INSERM UMR975, Brain and Spine Institute, Paris, France.
Bioinformatics and Biostatistics Core Facility, Brain and Spine Institute, Paris, France.
PLoS One. 2018 Sep 6;13(9):e0202597. doi: 10.1371/journal.pone.0202597. eCollection 2018.
Parkinson's disease is characterized by neurodegeneration of the dopaminergic neurons in the substantia nigra pars compacta. The 6-hydroxydopamine (6-OHDA) rat model has been used to study neurodegeneration in the nigro-striatal dopaminergic system. The goal of this study was to evaluate the reliability of diffusion MRI and resting-state functional MRI biomarkers in monitoring neurodegeneration in the 6-OHDA rat model assessed by quantitative histology. We performed a unilateral injection of 6-OHDA in the striatum of Sprague Dawley rats to produce retrograde degeneration of the dopamine neurons in the substantia nigra pars compacta. We carried out a longitudinal study with a multi-modal approach combining structural and functional MRI together with quantitative histological validation to follow the effects of the lesion. Functional and structural connectivity were assessed in the brain of 6-OHDA rats and sham rats (NaCl injection) at 3 and 6 weeks post-lesioning using resting-state functional MRI and diffusion-weighted. Our results showed (i) increased functional connectivity in ipsi- and contra-lesioned regions of the cortico-basal ganglia network pathway including the motor cortex, the globus pallidus, and the striatum regions at 3 weeks; (ii) increased fractional anisotropy (FA) in the ipsi- and contralateral striatum of the 6-OHDA group at 3 weeks, and increased axial diffusivity (AD) and mean diffusivity in the ipsilateral striatum at 6 weeks; (iii) a trend for increased FA in both substantia nigra of the 6-OHDA group at 3 weeks. Optical density measurements of tyrosine-hydroxylase (TH) staining of the striatum showed good correlations with the FA and AD measurements in the striatum. No correlations were found between the number of TH-stained dopaminergic neurons and MRI measurements in the substantia nigra. This study suggested that (i) FA and AD were reliable biomarkers to evaluate neurodegeneration in the cortico-basal ganglia network of the 6-OHDA model, (ii) diffusion MRI and resting-state functional MRI (rsfMRI) were not sensitive enough to detect changes in the substantia nigra in this model.
帕金森病的特征是黑质致密部多巴胺能神经元的神经退行性变。6-羟多巴胺(6-OHDA)大鼠模型已被用于研究黑质纹状体多巴胺能系统的神经退行性变。本研究的目的是评估扩散 MRI 和静息态功能 MRI 生物标志物在通过定量组织学评估 6-OHDA 大鼠模型的神经退行性变中的可靠性。我们在 Sprague Dawley 大鼠纹状体中进行单侧 6-OHDA 注射,以产生黑质致密部多巴胺神经元的逆行变性。我们进行了一项纵向研究,采用多模态方法结合结构和功能 MRI 以及定量组织学验证来跟踪损伤的影响。在损伤后 3 周和 6 周,使用静息态功能 MRI 和弥散加权对 6-OHDA 大鼠和假手术大鼠(NaCl 注射)的大脑进行功能和结构连接评估。我们的结果显示:(i)在皮质基底节网络通路的损伤同侧和对侧区域,包括运动皮层、苍白球和纹状体区域,在 3 周时显示出功能连接增加;(ii)在 3 周时,6-OHDA 组的损伤同侧和对侧纹状体的分数各向异性(FA)增加,而在 6 周时,损伤同侧纹状体的轴向弥散度(AD)和平均弥散度增加;(iii)在 3 周时,6-OHDA 组双侧黑质的 FA 呈增加趋势。纹状体酪氨酸羟化酶(TH)染色的光密度测量与纹状体的 FA 和 AD 测量有很好的相关性。在黑质中,TH 染色的多巴胺能神经元数量与 MRI 测量值之间没有相关性。本研究表明:(i)FA 和 AD 是评估 6-OHDA 模型皮质基底节网络神经退行性变的可靠生物标志物;(ii)扩散 MRI 和静息态功能 MRI(rsfMRI)在该模型中不够敏感,无法检测黑质的变化。