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Quantitative study of 18F-(+)DTBZ image: comparison of PET template-based and MRI based image analysis

机译:18F-(+)DTBZ图像的定量研究:基于PET模板和基于MRI的图像分析的比较

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摘要

[18F]9-fluoropropyl-(+)-dihydrotetrabenazine (18F-(+)DTBZ) is a recently developed PET tracer to investigate the vesicular monoamine transporter type 2 (VMAT2) activity in measuring dopaminergic degeneration in vivo and monitoring the severity of Parkinson’s disease (PD). However, manual drawing of the striatal regions is time consuming and prone to human bias. In the current study, we developed an automated method to quantify the signals of the striatum on 18F-(+)DTBZ images. 39 patients with PD and 26 controls were enrolled. Traditional brain magnetic resonance imaging (MRI) and 18F-(+)DTBZ PET were acquired. Both indirect normalization of native PET images to the standard space through individual brain MRI and directly coregistration of native images to the transporter-specific PET template in standard space were performed. Specific uptake ratios (SURs) in 10 predefined regions were used as indicators of VMAT2 activities to correlate with motor severity. Our results showed patients with PD had significant lower SURs in the bilateral putamina, caudates and globus pallidi than controls. SURs in the caudate and putamen were significantly correlated with motor severity. The contralateral putaminal region performed best in discriminating between PD patients and controls. Finally, the results from the application of the 18F-(+)DTBZ PET template were comparable to those derived from the traditional MRI based method. Thus, 18F-(+)DTBZ PET imaging holds the potential to effectively differentiate PD patients from controls. The 18F-(+)DTBZ PET template-based method for automated quantification of presynaptic VMAT2 transporter density is easier to implement and may facilitate efficient, robust and user-independent image analysis.
机译:[ 18 F] 9-氟丙基-(+)-二氢丁苯那嗪( 18 F-(+)DTBZ)是最近开发的PET示踪剂,用于研究2型囊泡单胺转运蛋白(VMAT2)在测量体内多巴胺能变性和监测帕金森氏病(PD)严重程度方面的活性。然而,手工绘制纹状体区域是费时的并且易于人为偏见。在当前的研究中,我们开发了一种自动方法来量化 18 F-(+)DTBZ图像上的纹状体信号。纳入39例PD患者和26例对照。获得了传统的脑磁共振成像(MRI)和 18 F-(+)DTBZ PET。通过单独的大脑MRI将原始PET图像间接标准化到标准空间,以及将原始图像直接配准到标准空间中的转运蛋白特定PET模板。在10个预定区域中的特定摄取率(SUR)被用作VMAT2活性的指标,以与运动严重程度相关。我们的研究结果显示,PD患者的双侧足癣,尾状肌和苍白球的SUR明显低于对照组。尾状壳和壳状核中的SUR与运动严重程度显着相关。对侧足部区域在区分PD患者和对照组中表现最佳。最后, 18 F-(+)DTBZ PET模板的应用结果与传统的基于MRI的方法的结果可比。因此, 18 F-(+)DTBZ PET成像具有将PD患者与对照有效区分开的潜力。基于 18 F-(+)DTBZ PET模板的突触前VMAT2转运蛋白密度自动定量方法更易于实施,并且可能有助于高效,鲁棒和用户独立的图像分析。

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