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功能型氟代脱氧葡萄糖正电子发射断层扫描:人类任务相关神经活动的测量——一种房室模型方法及与功能磁共振成像的比较

Functional FDG-PET: Measurement of Task Related Neural Activity in Humans-A Compartment Model Approach and Comparison to fMRI.

作者信息

Madsen Saga Steinmann, Hvidsten Svend, Andersen Thomas Lund

机构信息

Center for Neuropsychiatric Depression (CNDR), Mental Health Center Glostrup, Capital Region of Denmark, 2600 Glostrup, Denmark.

Department of Clinical Research, Faculty of Health Sciences, University of Southern Denmark, 5000 Odense, Denmark.

出版信息

Diagnostics (Basel). 2023 Oct 4;13(19):3121. doi: 10.3390/diagnostics13193121.

Abstract

Neuroimaging holds an essential position in global healthcare, as brain-related disorders are a substantial and growing burden. Non-degenerative disorders such as stress, depression and anxiety share common function related traits of diffuse and fluctuating changes, such as change in brain-based functions of mood, behavior and cognitive abilities, where underlying physiological mechanism remain unresolved. In this study we developed a novel application for studying intra-subject task-activated brain function by the quantitative physiological measurement of the change in glucose metabolism in a single scan setup. Data were acquired on a PET/MR-scanner. We implemented a functional [F]-FDG PET-scan with double boli-tracer administration and finger-tapping activation, as proof-of-concept, in five healthy participants. The [F]-FDG data were analyzed using a two-tissue compartment double boli kinetic model with an image-derived input function. For stand-alone visual reference, blood oxygenation level dependent (BOLD) functional MRI (fMRI) was acquired in the same session and analyzed separately. We were able to measure the cerebral glucose metabolic rate during baseline as well as activation. Results showed increased glucose metabolic rate during activation by 36.3-87.9% mean 62.0%, locally in the peak seed region of M1 in the brain, on an intra-subject level, as well as very good spatial accuracy on group level, and localization compared to the BOLD fMRI result at subject and group level. Our novel method successfully determined the relative increase in the cerebral metabolic rate of glucose on a voxel level with good visual association to fMRI at the subject-level, holding promise for future individual clinical application. This approach will be easily adapted in future clinical perspectives and pharmacological interventions studies.

摘要

神经影像学在全球医疗保健中占据着重要地位,因为与大脑相关的疾病是一个巨大且不断增加的负担。诸如压力、抑郁和焦虑等非退行性疾病具有一些共同的与功能相关的特征,即弥漫性和波动性变化,例如基于大脑的情绪、行为和认知能力功能的变化,而其潜在的生理机制仍未得到解决。在本研究中,我们开发了一种新颖的应用,通过在单次扫描设置中对葡萄糖代谢变化进行定量生理测量来研究个体内任务激活的脑功能。数据是在一台PET/MR扫描仪上采集的。作为概念验证,我们对五名健康参与者实施了具有双剂量示踪剂给药和手指敲击激活的功能性[F]-FDG PET扫描。使用具有图像衍生输入函数的双组织隔室双剂量动力学模型对[F]-FDG数据进行分析。为了提供独立的视觉参考,在同一时段采集了血氧水平依赖(BOLD)功能磁共振成像(fMRI)并单独进行分析。我们能够测量基线期以及激活期的脑葡萄糖代谢率。结果显示,在个体水平上,大脑M1区峰值种子区域局部在激活期葡萄糖代谢率平均增加62.0%,范围为36.3 - 87.9%,并且在组水平上具有非常好的空间准确性,以及在个体和组水平上与BOLD fMRI结果相比具有良好的定位。我们的新方法成功地在体素水平上确定了脑葡萄糖代谢率的相对增加,在个体水平上与fMRI具有良好的视觉关联性,有望用于未来的个体临床应用。这种方法将很容易应用于未来的临床研究和药物干预研究。

https://cdn.ncbi.nlm.nih.gov/pmc/blobs/6a3b/10572846/cd43f0719cd2/diagnostics-13-03121-g001.jpg

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