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脑[F]FDG PET 定量检查超出正常血糖水平。

Quantitative brain [F]FDG PET beyond normal blood glucose levels.

机构信息

Molecular Imaging Biomarkers Group. Center for Research in Molecular Medicine and Chronic Diseases (CIMUS), University of Santiago de Compostela (USC), Campus Vida, Santiago de Compostela, Galicia, Spain; Nuclear Medicine Department and Molecular Imaging Biomarkers Group, Health Research Institute of Santiago de Compostela (IDIS), Santiago de Compostela, Spain.

Molecular Imaging Biomarkers Group. Center for Research in Molecular Medicine and Chronic Diseases (CIMUS), University of Santiago de Compostela (USC), Campus Vida, Santiago de Compostela, Galicia, Spain; Nuclear Medicine Department and Molecular Imaging Biomarkers Group, Health Research Institute of Santiago de Compostela (IDIS), Santiago de Compostela, Spain; Centro de Investigación Biomédica en Red Sobre Enfermedades Neurodegenerativas (CIBERNED), Instituto de Salud Carlos III, Madrid, Spain.

出版信息

Neuroimage. 2024 Oct 15;300:120873. doi: 10.1016/j.neuroimage.2024.120873. Epub 2024 Sep 26.

Abstract

Introduction SUV measurements from static brain [F]FDG PET acquisitions are a commonly used tool in preclinical research, providing a simple alternative for kinetic modelling, which requires complex and time-consuming dynamic acquisitions. However, SUV can be severely affected by the animal handling and preconditioning protocols, primarily by those that may induce changes in blood glucose levels (BGL). Here, we aimed at developing and investigating the feasibility of SUV-based approaches for a wide range of BGL far beyond normal values, and consequently, to develop and validate a new model to generate standardized and reproducible SUV measurements for any BGL. Material and methods We performed dynamic and static brain [F]FDG PET acquisitions in 52 male Sprague-Dawley rats sorted into control (n = 10), non-fasting (n = 14), insulin-induced hypoglycemia (n = 12) and glucagon-induced hyperglycemia (n = 16) groups. Brain [F]FDG PET images were cropped, aligned and co-registered to a standard template to calculate whole-brain and regional SUV. Cerebral Metabolic Rate of Glucose (CMRglc) was also estimated from 2-Tissue Compartment Model (2TCM) and Patlak plot for validation purposes. Results Our results showed that BGL=100±6 mg/dL can be considered a reproducible reference value for normoglycemia. Furthermore, we successfully established a 2nd-degree polynomial model (C=0.66E-4, C=-0.0408 and C=7.298) relying exclusively on BGL measures at pre-[F]FDG injection time, that characterizes more precisely the relationship between SUV and BGL for a wide range of BGL values (from 10 to 338 mg/dL). We confirmed the ability of this model to generate corrected SUV estimations that are highly correlated to CMRglc estimations (R= 0.54 2TCM CMRgluc and R= 0.49 Patlak CMRgluc). Besides, slight regional differences in SUV were found in animals from extreme BGL groups, showing that [F]FDG uptake is mostly directed toward central regions of the brain when BGLs are significantly decreased. Conclusion Our study successfully established a non-linear model that relies exclusively on pre-scan BGL measurements to characterize the relationship between [F]FDG SUV and BGL. The extensive validation confirmed its ability to generate SUV-based surrogates of CMRglu along a wide range of BGL and it holds the potential to be adopted as a standard protocol by the preclinical neuroimaging community using brain [F]FDG PET imaging.

摘要

介绍 SUV 测量从静态脑 [F]FDG PET 采集是在临床前研究中常用的工具,提供了一种简单的替代动力学建模,这需要复杂和耗时的动态采集。然而,SUV 可能会受到动物处理和预处理方案的严重影响,主要是那些可能导致血糖水平(BGL)变化的方案。在这里,我们旨在开发和研究 SUV 方法在远超出正常范围的各种 BGL 中的可行性,因此,开发和验证一种新模型来生成任何 BGL 的标准化和可重复的 SUV 测量值。

材料和方法 我们对 52 只雄性 Sprague-Dawley 大鼠进行了动态和静态脑 [F]FDG PET 采集,分为对照组(n=10)、非禁食组(n=14)、胰岛素诱导低血糖组(n=12)和胰高血糖素诱导高血糖组(n=16)。将脑 [F]FDG PET 图像裁剪、对齐并与标准模板配准,以计算全脑和区域 SUV。还从 2 组织室模型(2TCM)和 Patlak 图估计脑葡萄糖代谢率(CMRglc)以进行验证。

结果 我们的结果表明,BGL=100±6mg/dL 可以被认为是正常血糖的可重复参考值。此外,我们成功地建立了一个二阶多项式模型(C=0.66E-4,C=-0.0408 和 C=7.298),仅依赖于 [F]FDG 注射前的 BGL 测量值,该模型更准确地描述了 SUV 和 BGL 之间的关系,适用于广泛的 BGL 值范围(从 10 到 338mg/dL)。我们证实了该模型生成校正后的 SUV 估计值的能力与 CMRglc 估计值高度相关(2TCM CMRgluc 的 R=0.54 和 Patlak CMRgluc 的 R=0.49)。此外,在 BGL 显著降低的动物中发现了 SUV 的轻微区域差异,表明当 BGL 显著降低时,[F]FDG 摄取主要指向大脑的中央区域。

结论 我们的研究成功地建立了一个仅依赖于扫描前 BGL 测量值的非线性模型,用于描述 [F]FDG SUV 和 BGL 之间的关系。广泛的验证证实了它生成基于 SUV 的 CMRglu 替代物的能力,适用于广泛的 BGL 范围,并且有可能被临床前神经影像学社区采用,用于脑 [F]FDG PET 成像。

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