F-18 FDG和o - 15h2o PET成像对正常脑代谢和灌注区域异质性的统计研究

Ching-yee Oliver Wong, Joseph Thie, Marianne Gaskill, Richard Ponto, Jack Hill, Hai-yan Tian, Helena Balon, Dafang Wu, Darlene Fink-Bennett, Conrad Nagle
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引用次数: 24

摘要

背景:利用灌注和代谢的单一PET成像模式对脑区域异质性的明确评价尚未得到很好的解决。因此,我们对来自相同脑区代谢和灌注PET图像的体素变量进行统计分析,以确定正常受试者脑摄取F-18 FDG和O-15 H2O的区域异质性特征。方法:对14例CT、MRI、体格检查(包括MMSE)正常的正常人,在同一天内使用F-18 FDG和O-15 H2O PET进行扫描,头罩和面罩。对图像进行共配准,每个个体体素计数(Q)通过全局最大体素计数(M)归一化为R = Q/M。体素计数也通过z = (Q - mean)/SD转换为z-score图。12对roi(共24对)被系统地放置在z-score图上,在皮质位置相距15度,并相同地用于代谢和灌注。从代谢和灌注的角度计算受试者间和受试者内的相关系数(r),包括全局和半半球:同一示踪剂的区域之间以及同一区域示踪剂之间的相关系数。均值矩和直方图的全局计算与不对称指数作为他们的半球差异。结果:经数据验证的统计调查表明,对于给定的扫描,无论使用何种变量(Q, R, z),相关性分析都是预期的相似。正常受试者的相关变异(r’s)多在0.8左右,呈对称性,变异系数在10%左右。直方图分析显示,与近高斯灌注相比,代谢的平均非高斯行为(偏度= -0.3,峰度= 0.4)。结论:共登记的脑代谢和灌注z图显示出区域异质性,但相关指标的变异系数很低。
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A statistical investigation of normal regional intra-subject heterogeneity of brain metabolism and perfusion by F-18 FDG and O-15 H2O PET imaging.

Background: The definite evaluation of the regional cerebral heterogeneity using perfusion and metabolism by a single modality of PET imaging has not been well addressed. Thus a statistical analysis of voxel variables from identical brain regions on metabolic and perfusion PET images was carried out to determine characteristics of the regional heterogeneity of F-18 FDG and O-15 H2O cerebral uptake in normal subjects.

Methods: Fourteen normal subjects with normal CT and/or MRI and physical examination including MMSE were scanned by both F-18 FDG and O-15 H2O PET within same day with head-holder and facemask. The images were co-registered and each individual voxel counts (Q) were normalized by the global maximal voxel counts (M) as R = Q/M. The voxel counts were also converted to z-score map by z = (Q - mean)/SD. Twelve pairs of ROIs (24 total) were systematically placed on the z-score map at cortical locations 15-degree apart and identically for metabolism and perfusion. Inter- and intra-subject correlation coefficients (r) were computed, both globally and hemispherically, from metabolism and perfusion: between regions for the same tracer and between tracers for the same region. Moments of means and histograms were computed globally along with asymmetric indices as their hemispherical differences.

Results: Statistical investigations verified with data showed that, for a given scan, correlation analyses are expectedly alike regardless of variables (Q, R, z) used. The varieties of correlation (r's) of normal subjects, showing symmetry, were mostly around 0.8 and with coefficient of variations near 10%. Analyses of histograms showed non-Gaussian behavior (skew = -0.3 and kurtosis = 0.4) of metabolism on average, in contrast to near Gaussian perfusion.

Conclusion: The co-registered cerebral metabolism and perfusion z maps demonstrated regional heterogeneity but with attractively low coefficient of variations in the correlation markers.

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