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在基于体素的定量分析的SPM方法中应用自适应模板时,能更准确地评估与年龄相关的大脑FDG摄取变化。

Age-related changes in FDG brain uptake are more accurately assessed when applying an adaptive template to the SPM method of voxel-based quantitative analysis.

作者信息

Van Der Gucht Axel, Verger Antoine, Guedj Eric, Malandain Grégoire, Hossu Gabriela, Yagdigul Yalcin, Roch Véronique, Poussier Sylvain, Maillard Louis, Karcher Gilles, Marie Pierre-Yves

机构信息

Department of Nuclear Medicine and Nancyclotep Experimental Imaging Platform, CHU Nancy, Allée du Morvan, Vandœuvre, 54000, Nancy, France.

INSERM, UMR 947, 54000, Nancy, France.

出版信息

Ann Nucl Med. 2015 Dec;29(10):921-8. doi: 10.1007/s12149-015-1022-2. Epub 2015 Sep 1.

Abstract

INTRODUCTION

The impact of age is crucial and must be taken into account when applying a voxel-based quantitative analysis on brain images from [¹⁸F]-fluorodeoxyglucose Positron Emission Tomography (FDG-PET). This study aimed to determine whether age-related changes in brain FDG-PET images are more accurately assessed when the conventional statistical parametric mapping (SPM) normalization method is used with an adaptive template, obtained from analysed PET images using a Block-Matching (BM) algorithm to fit with the characteristics of these images.

METHODS

Age-related changes in FDG-PET images were computed with linear models in 84 neurologically healthy subjects (35 women, 19 to 82-year-old), and compared between results provided by the SPM normalization algorithm applied on its dedicated conventional template or on the adaptive BM template. A threshold P value of 0.05 was used together with a family-wise error correction.

RESULTS

The age-related changes in FDG-PET images were much more apparent when computed with the adaptive template than with the conventional template as evidenced by: (1) stronger correlation coefficients with age for the overall frontal and temporal uptake values (respective R² values of 0.20 and 0.07) and (2) larger extents of involved areas (13 and 5% of whole brain template volume, respectively), leading to reveal several age-dependent areas (especially in dorsolateral prefrontal, inferior temporal/fusiform and primary somatosensory cortices).

CONCLUSION

Age-related changes in brain FDG uptake may be more accurately determined when applying the SPM method of voxel-based quantitative analysis on a template that best fits the characteristics of the analysed TEP images.

摘要

引言

年龄的影响至关重要,在对[¹⁸F]-氟脱氧葡萄糖正电子发射断层扫描(FDG-PET)的脑图像进行基于体素的定量分析时必须予以考虑。本研究旨在确定,当使用传统统计参数映射(SPM)归一化方法并结合自适应模板时,是否能更准确地评估脑FDG-PET图像中与年龄相关的变化。该自适应模板是通过块匹配(BM)算法从分析的PET图像中获得,以适应这些图像的特征。

方法

使用线性模型计算84名神经功能正常的受试者(35名女性,年龄在19至82岁之间)的FDG-PET图像中与年龄相关的变化,并比较将SPM归一化算法应用于其专用传统模板或自适应BM模板所得到的结果。使用0.05的阈值P值以及家族性错误校正。

结果

与传统模板相比,使用自适应模板计算时,FDG-PET图像中与年龄相关的变化更为明显,这体现在:(1)额叶和颞叶总体摄取值与年龄的相关系数更强(分别为R²值0.20和0.07);(2)涉及区域范围更大(分别占全脑模板体积的13%和5%),从而揭示出几个与年龄相关的区域(特别是在背外侧前额叶、颞下回/梭状回和初级体感皮层)。

结论

在对最适合所分析的TEP图像特征的模板应用基于体素的定量分析的SPM方法时,可能更准确地确定脑FDG摄取中与年龄相关的变化。

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