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帕金森病和非典型帕金森综合征中的自由水成像

Free-water imaging in Parkinson's disease and atypical parkinsonism.

作者信息

Planetta Peggy J, Ofori Edward, Pasternak Ofer, Burciu Roxana G, Shukla Priyank, DeSimone Jesse C, Okun Michael S, McFarland Nikolaus R, Vaillancourt David E

机构信息

1 Department of Applied Physiology and Kinesiology, University of Florida, USA.

2 Departments of Psychiatry and Radiology, Brigham and Women's Hospital, Harvard Medical School, USA.

出版信息

Brain. 2016 Feb;139(Pt 2):495-508. doi: 10.1093/brain/awv361. Epub 2015 Dec 24.

Abstract

Conventional single tensor diffusion analysis models have provided mixed findings in the substantia nigra of Parkinson's disease, but recent work using a bi-tensor analysis model has shown more promising results. Using a bi-tensor model, free-water values were found to be increased in the posterior substantia nigra of Parkinson's disease compared with controls at a single site and in a multi-site cohort. Further, free-water increased longitudinally over 1 year in the posterior substantia nigra of Parkinson's disease. Here, we test the hypothesis that other parkinsonian disorders such as multiple system atrophy and progressive supranuclear palsy have elevated free-water in the substantia nigra. Equally important, however, is whether the bi-tensor diffusion model is able to detect alterations in other brain regions beyond the substantia nigra in Parkinson's disease, multiple system atrophy, and progressive supranuclear palsy and to accurately distinguish between these diseases. Free-water and free-water-corrected fractional anisotropy maps were compared across 72 individuals in the basal ganglia, midbrain, thalamus, dentate nucleus, cerebellar peduncles, cerebellar vermis and lobules V and VI, and corpus callosum. Compared with controls, free-water was increased in the anterior and posterior substantia nigra of Parkinson's disease, multiple system atrophy, and progressive supranuclear palsy. Despite no other changes in Parkinson's disease, we observed elevated free-water in all regions except the dentate nucleus, subthalamic nucleus, and corpus callosum of multiple system atrophy, and in all regions examined for progressive supranuclear palsy. Compared with controls, free-water-corrected fractional anisotropy values were increased for multiple system atrophy in the putamen and caudate, and increased for progressive supranuclear palsy in the putamen, caudate, thalamus, and vermis, and decreased in the superior cerebellar peduncle and corpus callosum. For all disease group comparisons, the support vector machine 10-fold cross-validation area under the curve was between 0.93-1.00 and there was high sensitivity and specificity. The regions and diffusion measures selected by the model varied across comparisons and are consistent with pathological studies. In conclusion, the current study used a novel bi-tensor diffusion analysis model to indicate that all forms of parkinsonism had elevated free-water in the substantia nigra. Beyond the substantia nigra, both multiple system atrophy and progressive supranuclear palsy, but not Parkinson's disease, showed a broad network of elevated free-water and altered free-water corrected fractional anisotropy that included the basal ganglia, thalamus, and cerebellum. These findings may be helpful in the differential diagnosis of parkinsonian disorders, and thereby facilitate the development and assessment of targeted therapies.

摘要

传统的单张量扩散分析模型在帕金森病黑质中的研究结果喜忧参半,但最近使用双张量分析模型的研究显示出更有前景的结果。使用双张量模型发现,在单个部位和多部位队列中,与对照组相比,帕金森病黑质后部的自由水值增加。此外,帕金森病黑质后部的自由水在1年中纵向增加。在此,我们检验这样一个假设,即多系统萎缩和进行性核上性麻痹等其他帕金森综合征在黑质中也有自由水升高的情况。然而,同样重要的是,双张量扩散模型是否能够检测出帕金森病、多系统萎缩和进行性核上性麻痹中黑质以外的其他脑区的改变,并准确区分这些疾病。我们比较了72名个体在基底神经节、中脑、丘脑、齿状核、小脑脚、小脑蚓部、小脑小叶V和VI以及胼胝体中的自由水和自由水校正分数各向异性图。与对照组相比,帕金森病、多系统萎缩和进行性核上性麻痹的黑质前部和后部的自由水均增加。帕金森病虽无其他变化,但我们观察到多系统萎缩除齿状核、丘脑底核和胼胝体外的所有区域自由水升高,进行性核上性麻痹所有检查区域自由水均升高。与对照组相比,多系统萎缩在壳核和尾状核中自由水校正分数各向异性值增加,进行性核上性麻痹在壳核、尾状核、丘脑和蚓部自由水校正分数各向异性值增加,而在小脑上脚和胼胝体中降低。对于所有疾病组比较,支持向量机10折交叉验证曲线下面积在0.93 - 1.00之间,具有高敏感性和特异性。模型选择的区域和扩散测量值在不同比较中有所不同,且与病理研究一致。总之,当前研究使用一种新型双张量扩散分析模型表明,所有形式的帕金森综合征在黑质中自由水均升高。除黑质外,多系统萎缩和进行性核上性麻痹(而非帕金森病)均显示出广泛的自由水升高网络以及自由水校正分数各向异性改变,包括基底神经节、丘脑和小脑。这些发现可能有助于帕金森综合征的鉴别诊断,从而促进靶向治疗的开发和评估。

https://cdn.ncbi.nlm.nih.gov/pmc/blobs/46ba/5790142/ca36026447dd/awv361fig1g.jpg

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