FAT1 weighted MRI: Diffusion meets anatomical imaging and application in thalamic surgery for tremor

Taco Goedemans, Francisca Ferreira, Thomas Wirth, Lonneke van der Weerd, Flavia V. Massey, Marie T. Krüger, Vanessa Milanese, A. Pakzad, T. Foltynie, P. Limousin, M. Bot, P. Munckhof, Rick Schuurman, L. Zrinzo, H. Akram
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Abstract

Abstract Patient-specific targeting of the Ventral intermediate nucleus (Vim) of the thalamus can be achieved with MR connectivity. Nevertheless, there are several drawbacks to using tractography-based targeting methods to visualise distinct thalamic nuclei (e.g., subjective region of interest selection, and thresholding of resulting tracts and clusters). Fractional anisotropy (FA) mapping, another product of diffusion MRI (dMRI), does not rely on tractography, and could thus be clinically more viable for discerning thalamic anatomy for stereotactic surgery. The aim of this study is to develop and present a hybrid, high-resolution, and high-fidelity imaging modality that combines contrast from FA maps as well as anatomical T1 sequences (FAT1 imaging); and to evaluate FAT1 based Vim-target definition. Imaging and outcome data of 35 consecutive refractory tremor patients who had undergone 43 connectivity guided deep brain stimulation (DBS) and/or radiofrequency thermocoagulation (RF-T) between 2013 and 2021 were included. First, the pre-operatively acquired dMRI and MPRAGE sequences were used to create FAT1 maps in retrospect. Then, an FAT1 based Vim-target was planned by an experienced functional neurosurgeon who was blinded for patient outcome. Finally, to investigate FAT1 based targeting, a post-hoc analysis was carried out of the degree of overlap between the newly created FAT1 based Vim-target, and the volume of tissue activation (VTA, in case of DBS) or lesion volume (in case of RF-T). This degree of overlap was compared between favourable and unfavourable outcome groups: outcomes were measured by experts blinded for imaging data at the last follow-up using a Clinical Global Impression-Improvement score (CGI-I), where a CGI-I score of 1-2 (i.e., FTMTRS improvement of ≥50%) was considered favourable. In 36 of the 43 (84%) performed surgeries (24 DBS and 19 RF-T), FAT1 based Vim-targeting was possible. For the group showing favourable outcome (71% of the patients at a median follow-up of 13 months), the mean amount of overlap between the FAT1 based Vim-target and the VTA or lesion was 42% (±13), versus 17% (±15) for patients with an unfavourable outcome (MD 25%, 95% CI 14–35, p < 0.0001). Retrospective use of FAT1 based Vim-targeting as a tool to predict outcome had a sensitivity of 90%, specificity of 80%, positive predictive value of 90%, and negative predictive value of 80%. In conclusion, FAT1 imaging is a new, high-resolution, and high-fidelity modality that combines diffusion and anatomical MRI. It provides a fast and efficacious way of targeting the ventral intermediate nucleus of the thalamus. In this study, FAT1 based targeting was highly accurate in predicting outcomes after deep brain stimulation and radiofrequency thalamotomy.
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FAT1 加权磁共振成像:弥散与解剖成像的结合以及在丘脑震颤手术中的应用
摘要 通过磁共振连接,可实现丘脑腹侧中间核(Vim)的患者特异性定位。然而,使用基于束成像的靶向方法来观察丘脑的不同核团(例如,主观兴趣区选择以及由此产生的束和核团的阈值)存在一些缺陷。分数各向异性(FA)图谱是弥散核磁共振成像(dMRI)的另一种产物,它不依赖于束成像,因此在临床上更适用于立体定向手术丘脑解剖学的辨别。本研究旨在开发和展示一种混合、高分辨率和高保真成像模式,该模式结合了FA图对比度和解剖学T1序列(FAT1成像);并评估基于FAT1的Vim目标定义。研究纳入了 35 名难治性震颤患者的成像和疗效数据,这些患者在 2013 年至 2021 年间接受了 43 次连接性引导的脑深部刺激(DBS)和/或射频热凝(RF-T)治疗。首先,利用术前获得的 dMRI 和 MPRAGE 序列创建 FAT1 回溯图。然后,由一名经验丰富的功能神经外科医生规划基于 FAT1 的 Vim 目标,该医生对患者的结果是盲法。最后,为了研究基于 FAT1 的目标定位,我们对新创建的基于 FAT1 的 Vim 目标与组织激活体积(VTA,DBS 时)或病变体积(RF-T 时)之间的重叠程度进行了事后分析。这种重叠程度在结果良好组和结果不佳组之间进行了比较:结果由对最后一次随访时的成像数据保密的专家使用临床总体印象-改善评分(CGI-I)进行测量,CGI-I 评分为 1-2 分(即 FTMTRS 改善≥50%)被视为结果良好。在 43 例手术(24 例 DBS 和 19 例 RF-T)中,有 36 例(84%)可以进行基于 FAT1 的 Vim 靶向治疗。在疗效良好的一组患者中(中位随访 13 个月,占 71% 的患者),基于 FAT1 的 Vim 靶点与 VTA 或病灶的平均重叠率为 42% (±13),而疗效不佳的患者的重叠率为 17% (±15)(MD 25%,95% CI 14-35,P < 0.0001)。回顾性使用基于 FAT1 的 Vim 靶向作为预测结果的工具,其敏感性为 90%,特异性为 80%,阳性预测值为 90%,阴性预测值为 80%。总之,FAT1 成像是一种结合了弥散和解剖磁共振成像的新型、高分辨率和高保真模式。它为丘脑腹侧中间核的定位提供了一种快速有效的方法。在这项研究中,基于 FAT1 的定位在预测脑深部刺激和射频丘脑切开术后的结果方面非常准确。
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