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使用 [F]FDG 的功能 PET 成像的任务持续时间缩短,接近功能 MRI。

Reduced task durations in functional PET imaging with [F]FDG approaching that of functional MRI.

机构信息

Department of Psychiatry and Psychotherapy, Medical University of Vienna, Austria.

Department of Biomedical Imaging and Image-guided Therapy, Division of Nuclear Medicine, Medical University of Vienna, Austria.

出版信息

Neuroimage. 2018 Nov 1;181:323-330. doi: 10.1016/j.neuroimage.2018.06.079. Epub 2018 Jun 30.

Abstract

INTRODUCTION

The brain's energy budget can be non-invasively assessed with different imaging modalities such as functional MRI (fMRI) and PET (fPET), which are sensitive to oxygen and glucose demands, respectively. The introduction of hybrid PET/MRI systems further enables the simultaneous acquisition of these parameters. Although a recently developed method offers the quantification of task-specific changes in glucose metabolism (CMRGlu) in a single measurement, direct comparison of the two imaging modalities is still difficult because of the different temporal resolutions. Thus, we optimized the protocol and systematically assessed shortened task durations of fPET to approach that of fMRI.

METHODS

Twenty healthy subjects (9 male) underwent one measurement on a hybrid PET/MRI scanner. During the scan, tasks were completed in four blocks for fMRI (4 × 30 s blocks) and fPET: participants tapped the fingers of their right hand repeatedly to the thumb while watching videos of landscapes. For fPET, subjects were randomly assigned to groups of n = 5 with varying task durations of 10, 5, 2 and 1 min, where task durations were kept constant within a measurement. The radiolabeled glucose analogue [F]FDG was administered as 20% bolus plus constant infusion. The bolus increases the signal-to-noise ratio and leaves sufficient activity to detect task-related effects but poses additional challenges due to a discontinuity in the tracer uptake. First, three approaches to remove task effects from the baseline term were evaluated: (1) multimodal, based on the individual fMRI analysis, (2) atlas-based by removing presumably activated regions and (3) model-based by fitting the baseline with exponential functions. Second, we investigated the need to capture the arterial input function peak with automatic blood sampling for the quantification of CMRGlu. We finally compared the task-specific activation obtained from fPET and fMRI qualitatively and statistically.

RESULTS

CMRGlu quantified only with manual arterial samples showed a strong correlation to that obtained with automatic sampling (r = 0.9996). The multimodal baseline definition was superior to the other tested approaches in terms of residuals (p < 0.001). Significant task-specific changes in CMRGlu were found in the primary visual and motor cortices (t = 18.7 and t = 18.3). Significant changes of fMRI activation were found in the same areas (t = 16.0 and t = 17.6) but additionally in the supplementary motor area, ipsilateral motor cortex and secondary visual cortex. Post-hoc t-tests showed strongest effects for task durations of 5 and 2 min (all p < 0.05 FWE corrected), whereas 1 min exhibited pronounced unspecific activation. Percent signal change (PSC) was higher for CMRGlu (∼18%-27%) compared to fMRI (∼2%). No significant association between PSC of task-specific CMRGlu and fMRI was found (r = 0.26).

CONCLUSION

Using a bolus plus constant infusion protocol, the necessary task duration for reliable quantification of task-specific CMRGlu could be reduced to 5 and 2 min, therefore, approaching that of fMRI. Important for valid quantification is a correct baseline definition, which was ideal when task-relevant voxels were determined with fMRI. The absence of a correlation and the different activation pattern between fPET and fMRI suggest that glucose metabolism and oxygen demand capture complementary aspects of energy demands.

摘要

简介

大脑的能量预算可以通过不同的成像方式(如功能磁共振成像(fMRI)和正电子发射断层扫描(PET))进行无创评估,这些方式分别对氧和葡萄糖的需求敏感。混合 PET/MRI 系统的引入进一步实现了这些参数的同时采集。尽管最近开发的一种方法可以在单次测量中量化特定任务的葡萄糖代谢变化(CMRGlu),但由于时间分辨率不同,直接比较两种成像方式仍然很困难。因此,我们优化了方案,并系统地评估了缩短 fPET 的任务持续时间,以接近 fMRI 的持续时间。

方法

二十名健康受试者(9 名男性)在一台混合 PET/MRI 扫描仪上接受了一次测量。在扫描过程中,受试者在 fMRI(4×30 秒块)和 fPET 中完成四个块的任务:他们观看风景视频的同时用右手的手指反复敲击拇指。对于 fPET,受试者被随机分配到 n=5 的组中,任务持续时间分别为 10、5、2 和 1 分钟,在一次测量中保持任务持续时间不变。放射性标记的葡萄糖类似物 [F]FDG 作为 20%的 bolus 加恒速输注。bolus 增加了信号噪声比,并留下了足够的活性来检测与任务相关的效应,但由于示踪剂摄取的不连续性,这会带来额外的挑战。首先,我们评估了从基线项中去除任务效应的三种方法:(1)基于个体 fMRI 分析的多模态方法,(2)通过去除假定激活区域的基于图谱的方法,以及(3)通过用指数函数拟合基线的基于模型的方法。其次,我们研究了是否需要用自动采血来捕获动脉输入函数的峰值,以进行 CMRGlu 的定量。最后,我们从定性和统计学角度比较了从 fPET 和 fMRI 获得的特定任务激活。

结果

仅使用手动动脉样本进行的 CMRGlu 定量与使用自动采样获得的 CMRGlu 定量具有很强的相关性(r=0.9996)。在残差方面,多模态基线定义优于其他测试方法(p<0.001)。在初级视觉和运动皮层中发现了显著的与任务相关的 CMRGlu 变化(t=18.7 和 t=18.3)。在相同的区域中发现了 fMRI 激活的显著变化(t=16.0 和 t=17.6),但在辅助运动区、同侧运动皮层和次级视觉皮层中也发现了变化。事后 t 检验显示,5 分钟和 2 分钟的任务持续时间的效果最强(所有 p<0.05 经 FWE 校正),而 1 分钟的任务持续时间表现出明显的非特异性激活。与 fMRI 相比,CMRGlu 的信号变化百分比(PSC)更高(约 18%-27%)。与 fMRI 相比,与任务相关的 CMRGlu 的 PSC 与 fMRI 之间没有发现显著的相关性(r=0.26)。

结论

使用 bolus 加恒速输注方案,可以将可靠量化特定任务的 CMRGlu 的必要任务持续时间缩短到 5 分钟和 2 分钟,因此接近 fMRI 的持续时间。正确的基线定义对于有效定量非常重要,当任务相关的体素是通过 fMRI 确定时,这种定义是理想的。fPET 和 fMRI 之间缺乏相关性和不同的激活模式表明,葡萄糖代谢和氧需求捕捉到了能量需求的互补方面。

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