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首页> 外文期刊>NeuroImage: Clinical >Diffusion tensor imaging of nigral degeneration in Parkinson's disease: A region-of-interest and voxel-based study at 3T and systematic review with meta-analysis
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Diffusion tensor imaging of nigral degeneration in Parkinson's disease: A region-of-interest and voxel-based study at 3T 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以及荟萃分析的系统评价

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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 3T. 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 (D ES ) 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 mm 2 /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, D ES =+0.26, p=0.17, I 2 =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 (I 2 =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 (D ES =?0.5, p=0.22, I 2 =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. Highlights ? Investigating diagnostic accuracy of nigral diffusion MRI to diagnose Parkinson's ? There is small, inconsistent increase of mean diffusivity of the substantia nigra. ? There is no change in nigral fractional anisotropy (FA) in the case–control study. ? Meta-analysis revealed nigral FA change is dependent on high FA in controls. ? This questions the usefulness of nigral diffusion MRI as biomarker in Parkinson's.
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)成像生物标记物可以描述参数,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,而且还显示出变化且有争议的结果。为了阐明黑色素DTI在PD中的潜在诊断价值及其对感兴趣区域选择的依赖性,我们在3T进行了高分辨率DTI研究。使用手动概述SN和亚结构以及基于体素的分析(VBA)对59位受试者(32位PD患者,27位年龄和性别匹配的健康对照组)进行了分析。我们还进行了系统的文献综述和荟萃分析,以估计疾病相关的黑色素DTI变化的影响大小(D ES)。我们发现PD的黑色素平均扩散率出现区域性增加(平均值±SD,PD相对对照为0.73±0.06·10?3 mm 2 /s,p=0.002),但使用基于体素的方法没有差异。通过对黑色MD变化的荟萃分析未观察到明显的疾病影响(10个研究,D ES = + 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%)。在排除了五项研究中,正常对照组的黑质FA值异常高后,达到了可接受的异质性,但对疾病的影响不显着(D ES =?0.5,p = 0.22,I 2 = 28%)。与PD相关的与PD相关的黑色素MD的微小变化,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。区域,分区域和体素水平上的黑色素FA测量结果的阴性结果,以及黑色素FA的荟萃分析结果,都质疑了该方法作为PD生物标志物的稳定性和有效性。强调 ?研究黑色素扩散MRI诊断帕金森氏病的准确性黑质平均扩散率的增加很小且不一致。 ?在病例对照研究中,黑质分数各向异性(FA)没有变化。 ?荟萃分析显示,黑色素FA的变化取决于对照组的高FA。 ?这质疑了黑色素扩散核磁共振成像作为帕金森氏症中生物标志物的有效性。

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