Center for Magnetic Resonance Research, Department of Radiology, University of Minnesota, Minneapolis, MN, United States of America.
Surgical Information Sciences, Minneapolis, MN, United States of America.
PLoS One. 2018 Aug 22;13(8):e0201469. doi: 10.1371/journal.pone.0201469. eCollection 2018.
Deep brain stimulation (DBS) requires accurate localization of the anatomical target structure, and the precise placement of the DBS electrode within it. Ultra-high field 7 Tesla (T) MR images can be utilized to create patient-specific anatomical 3D models of the subthalamic nuclei (STN) to enhance pre-surgical DBS targeting as well as post-surgical visualization of the DBS lead position and orientation. We validated the accuracy of the 7T imaging-based patient-specific model of the STN and measured the variability of the location and dimensions across movement disorder patients.
72 patients who underwent DBS surgery were scanned preoperatively on 7T MRI. Segmentations and 3D volume rendering of the STN were generated for all patients. For 21 STN-DBS cases, microelectrode recording (MER) was used to validate the segmentation. For 12 cases, we computed the correlation between the overlap of the STN and volume of tissue activated (VTA) and the monopolar review for a further validation of the model's accuracy and its clinical relevancy.
We successfully reconstructed and visualized the STN in all patients. Significant variability was found across individuals regarding the location of the STN center of mass as well as its volume, length, depth and width. Significant correlations were found between MER and the 7T imaging-based model of the STN (r = 0.86) and VTA-STN overlap and the monopolar review outcome (r = 0.61).
The results suggest that an accurate visualization and localization of a patient-specific 3D model of the STN can be generated based on 7T MRI. The imaging-based 7T MRI STN model was validated using MER and patient's clinical outcomes. The significant variability observed in the STN location and shape based on a large number of patients emphasizes the importance of an accurate direct visualization of the STN for DBS targeting. An accurate STN localization can facilitate postoperative stimulation parameters for optimized patient outcome.
深部脑刺激(DBS)需要对解剖目标结构进行精确定位,并将 DBS 电极精确地放置在其中。超高场 7 特斯拉(T)磁共振成像(MRI)可用于创建特定于患者的丘脑底核(STN)解剖学 3D 模型,以增强术前 DBS 靶向以及术后 DBS 电极位置和方向的可视化。我们验证了基于 7T 成像的 STN 患者特定模型的准确性,并测量了运动障碍患者中 STN 位置和尺寸的变异性。
对 72 例接受 DBS 手术的患者进行术前 7T MRI 扫描。对所有患者进行 STN 的分割和 3D 容积渲染。对 21 例 STN-DBS 病例,使用微电极记录(MER)来验证分割。对于 12 例病例,我们计算了 STN 重叠与组织激活体积(VTA)和单极审查之间的相关性,以进一步验证模型的准确性及其临床相关性。
我们成功地重建和可视化了所有患者的 STN。个体之间 STN 质心的位置以及其体积、长度、深度和宽度存在显著差异。MER 与基于 7T 成像的 STN 模型(r = 0.86)和 VTA-STN 重叠与单极审查结果(r = 0.61)之间存在显著相关性。
这些结果表明,可以基于 7T MRI 生成 STN 的准确可视化和定位的患者特定 3D 模型。基于 MER 和患者的临床结果对基于成像的 7T MRI STN 模型进行了验证。基于大量患者观察到的 STN 位置和形状的显著差异强调了对 STN 进行准确直接可视化以进行 DBS 靶向的重要性。STN 的精确定位可以促进术后刺激参数以优化患者预后。