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Diffusion tensor imaging of nigral degeneration in Parkinsons disease: A region-of-interest and voxel-based study at 3 T and systematic review with meta-analysis

机译:帕金森氏病黑质变性的扩散张量成像:3T时基于关注区域和体素的研究并进行荟萃分析

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摘要

There is increasing interest in developing a reliable, affordable and accessible disease biomarker of Parkinson's disease (PD) to facilitate disease modifying PD-trials. Imaging biomarkers using magnetic resonance imaging (MRI) and diffusion tensor imaging (DTI) can describe parameters such as fractional anisotropy (FA), mean diffusivity (MD) or apparent diffusion coefficient (ADC). These parameters, when measured in the substantia nigra (SN), have not only shown promising but also varying and controversial results.To clarify the potential diagnostic value of nigral DTI in PD and its dependency on selection of region-of-interest, we undertook a high resolution DTI study at 3 T. 59 subjects (32 PD patients, 27 age and sex matched healthy controls) were analysed using manual outlining of SN and substructures, and voxel-based analysis (VBA). We also performed a systematic literature review and meta-analysis to estimate the effect size (DES) of disease related nigral DTI changes.We found a regional increase in nigral mean diffusivity in PD (mean ± SD, PD 0.80 ± 0.10 vs. controls 0.73 ± 0.06 · 10− 3 mm2/s, p = 0.002), but no difference using a voxel based approach. No significant disease effect was seen using meta-analysis of nigral MD changes (10 studies, DES = + 0.26, p = 0.17, I2 = 30%). None of the nigral regional or voxel based analyses of this study showed altered fractional anisotropy. Meta-analysis of 11 studies on nigral FA changes revealed a significant PD induced FA decrease. There was, however, a very large variation in results (I2 = 86%) comparing all studies. After exclusion of five studies with unusual high values of nigral FA in the control group, an acceptable heterogeneity was reached, but there was non-significant disease effect (DES = − 0.5, p = 0.22, I2 = 28%).The small PD related nigral MD changes in conjunction with the negative findings on VBA and meta-analysis limit the usefulness of nigral MD measures as biomarker of Parkinson's disease. The negative results of nigral FA measurements at regional, sub-regional and voxel level in conjunction with the results of the meta-analysis of nigral FA changes question the stability and validity of this measure as a PD biomarker.
机译:开发帕金森氏病(PD)的可靠,负担得起且易于获得的疾病生物标志物,以促进疾病改良PD试验的兴趣日益浓厚。使用磁共振成像(MRI)和扩散张量成像(DTI)对生物标志物进行成像可以描述参数,例如分数各向异性(FA),平均扩散率(MD)或表观扩散系数(ADC)。这些参数在黑质(SN)中进行测量时,不仅显示出令人鼓舞的结果,而且还显示出变化和有争议的结果。为了阐明PD中黑色DTI的潜在诊断价值及其对感兴趣区域选择的依赖性,我们进行了研究。使用手动勾勒出SN和亚结构的概述以及基于体素的分析(VBA),对3个T.对象(32位PD患者,27位年龄和性别匹配的健康对照组)进行了一项高分辨率DTI研究。我们还进行了系统的文献综述和荟萃分析,以评估疾病相关的黑色素DTI变化的影响大小(DES)。我们发现PD的黑色素平均扩散率呈区域性增加(平均值±SD,PD 0.80±0.10 vs.对照0.73 ±0.06·10 −3 mm 2 / s,p = 0.002),但使用基于体素的方法没有区别。通过对黑色分子MD变化的荟萃分析未观察到明显的疾病影响(10个研究,DES = + 0.26,p = 0.17,I 2 = 30%)。这项研究的基于黑色区域或体素的分析均未显示分数各向异性改变。对11项有关黑色素FA改变的研究的荟萃分析显示,PD引起的FA显着降低。但是,与所有研究相比,结果差异很大(I 2 = 86%)。在排除五项黑质FA值异常高的对照组的研究后,达到了可接受的异质性,但对疾病的影响不显着(DES = -0.5,p = 0.22,I 2 = 28%)。与PD相关的较小的黑色素MD变化加上VBA的阴性结果和荟萃分析限制了黑色素MD措施作为帕金森氏病生物标志物的有用性。在区域,分区域和体素水平上对黑色素FA测量的阴性结果,以及对黑色素FA的荟萃分析的结果,对作为PD生物标记物的该方法的稳定性和有效性提出了质疑。

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