Milchenko Mikhail, Norris Scott A, Poston Kathleen, Campbell Meghan C, Ushe Mwiza, Perlmutter Joel S, Snyder Abraham Z
Washington University in St. Louis School of Medicine, Mallinckgrodt Institute of Radiology, St. Louis, Missouri, United States.
Washington University in St. Louis School of Medicine, Department of Neurology, St. Louis, Missouri, United States.
J Med Imaging (Bellingham). 2018 Jan;5(1):015002. doi: 10.1117/1.JMI.5.1.015002. Epub 2018 Jan 8.
Deep brain stimulation (DBS) of the subthalamic nucleus (STN) reduces motor symptoms in most patients with Parkinson disease (PD), yet may produce untoward effects. Investigation of DBS effects requires accurate localization of the STN, which can be difficult to identify on magnetic resonance images collected with clinically available 3T scanners. The goal of this study is to develop a high-quality STN atlas that can be applied to standard 3T images. We created a high-definition STN atlas derived from seven older participants imaged at 7T. This atlas was nonlinearly registered to a standard template representing 56 patients with PD imaged at 3T. This process required development of methodology for nonlinear multimodal image registration. We demonstrate mm-scale STN localization accuracy by comparison of our 3T atlas with a publicly available 7T atlas. We also demonstrate less agreement with an earlier histological atlas. STN localization error in the 56 patients imaged at 3T was less than 1 mm on average. Our methodology enables accurate STN localization in individuals imaged at 3T. The STN atlas and underlying 3T average template in MNI space are freely available to the research community. The image registration methodology developed in the course of this work may be generally applicable to other datasets.
丘脑底核(STN)的深部脑刺激(DBS)可减轻大多数帕金森病(PD)患者的运动症状,但可能会产生不良影响。对DBS效果的研究需要精确确定STN的位置,而在临床可用的3T扫描仪采集的磁共振图像上,STN可能难以识别。本研究的目的是开发一种可应用于标准3T图像的高质量STN图谱。我们创建了一个高清STN图谱,该图谱源自7名在7T下成像的老年参与者。该图谱被非线性配准到一个代表56名在3T下成像的PD患者的标准模板上。这个过程需要开发非线性多模态图像配准方法。通过将我们的3T图谱与公开可用的7T图谱进行比较,我们展示了毫米级的STN定位准确性。我们还展示了与早期组织学图谱的一致性较差。在3T下成像的56名患者中,STN定位误差平均小于1毫米。我们的方法能够在3T成像的个体中精确确定STN的位置。MNI空间中的STN图谱和基础3T平均模板可免费提供给研究团体。在这项工作过程中开发的图像配准方法可能普遍适用于其他数据集。