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Spatial versus angular resolution for tractography-assisted planning of deep brain stimulation

机译:用于牵引深脑刺激的牵引辅助计划的空间与角度分辨率

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摘要

Given the restricted total scanning time for clinical neuroimaging, it is unclear whether clinical diffusion MRI protocols would benefit more from higher spatial resolution or higher angular resolution. In this work, we investigated the relative benefit of improving spatial or angular resolution in diffusion MRI to separate two parallel running white matter tracts that are targets for deep brain stimulation: the anterior thalamic radiation and the supero-lateral branch of the medial forebrain bundle. Both these tracts are situated in the ventral anterior limb of the internal capsule, and recent studies suggest that targeting a specific tract could improve treatment efficacy. Therefore, we scanned 19 healthy volunteers at 3T and 7T according to three diffusion MRI protocols with respectively standard clinical settings, increased spatial resolution of 1.4 mm, and increased angular resolution (64 additional gradient directions at b = 2200s/mm2). We performed probabilistic tractography for all protocols and quantified the separability of both tracts. The higher spatial resolution protocol improved separability by 41% with respect to the clinical standard, presumably due to decreased partial voluming. The higher angular resolution protocol resulted in increased apparent tract volumes and overlap, which is disadvantageous for application in precise treatment planning. We thus recommend to increase the spatial resolution for deep brain stimulation planning to 1.4 mm while maintaining angular resolution. This recommendation complements the general advice to aim for high angular resolution to resolve crossing fibers, confirming that the specific application and anatomical considerations are leading in clinical diffusion MRI protocol optimization. Keywords: Diffusion MRI, Tractography, Deep brain stimulation, Internal capsule, Angular and spatial resolution
机译:鉴于限制总扫描时间为临床神经影像学,目前还不清楚的临床扩散MRI方案是否从较高的空间分辨率或更高的角分辨率获益更多。在这项工作中,我们调查提高扩散MRI空间或角度分辨率来分离两个并行运行的白质束是对于深部脑刺激目标的相对益处:丘脑前辐射和内侧前脑束的supero-侧枝。这两个大片都位于内囊的腹前肢,以及最近的研究表明,针对特定的道能提高治疗效果。因此,我们根据与分别标准临床设置三个扩散MRI方案在3T和7T扫描19名健康志愿者,增加为1.4mm的空间分辨率,和增加的角分辨率(在b处64个附加梯度方向= 2200S /平方毫米)。我们进行概率纤维束成像对所有协议和定量两个大片的脱落。较高空间分辨率的协议由41%提高分离性相对于所述临床标准,推测是由于减少部分容积。较高角度分辨率的协议导致增加的表观体积道和重叠,这是不利的,用于精确的治疗规划中的应用。因此,我们建议加大对深部脑刺激计划的空间分辨率至1.4mm,同时保持角分辨率。此建议补充瞄准高角分辨率来解决交叉纤维,确认特定的应用和解剖的考虑导致在临床MRI扩散协议优化的一般建议。关键词:扩散MRI,束成像,脑深部电刺激,内囊,角度和空间分辨率

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