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脑SPECT/CT中基于CT的衰减校正可提高基于体素的统计分析的病变可检测性。

CT-Based Attenuation Correction in Brain SPECT/CT Can Improve the Lesion Detectability of Voxel-Based Statistical Analyses.

作者信息

Kato Hiroki, Shimosegawa Eku, Fujino Koichi, Hatazawa Jun

机构信息

Department of Nuclear Medicine and Tracer Kinetics, Osaka University Graduate School of Medicine, Suita, Osaka, Japan.

Department of Molecular Imaging of Medicine, Osaka University Graduate School of Medicine, Suita, Osaka, Japan.

出版信息

PLoS One. 2016 Jul 21;11(7):e0159505. doi: 10.1371/journal.pone.0159505. eCollection 2016.

Abstract

BACKGROUND

Integrated SPECT/CT enables non-uniform attenuation correction (AC) using built-in CT instead of the conventional uniform AC. The effect of CT-based AC on voxel-based statistical analyses of brain SPECT findings has not yet been clarified. Here, we assessed differences in the detectability of regional cerebral blood flow (CBF) reduction using SPECT voxel-based statistical analyses based on the two types of AC methods.

SUBJECTS AND METHODS

N-isopropyl-p-[123I]iodoamphetamine (IMP) CBF SPECT images were acquired for all the subjects and were reconstructed using 3D-OSEM with two different AC methods: Chang's method (Chang's AC) and the CT-based AC method. A normal database was constructed for the analysis using SPECT findings obtained for 25 healthy normal volunteers. Voxel-based Z-statistics were also calculated for SPECT findings obtained for 15 patients with chronic cerebral infarctions and 10 normal subjects. We assumed that an analysis with a higher specificity would likely produce a lower mean absolute Z-score for normal brain tissue, and a more sensitive voxel-based statistical analysis would likely produce a higher absolute Z-score for in old infarct lesions, where the CBF was severely decreased.

RESULTS

The inter-subject variation in the voxel values in the normal database was lower using CT-based AC, compared with Chang's AC, for most of the brain regions. The absolute Z-score indicating a SPECT count reduction in infarct lesions was also significantly higher in the images reconstructed using CT-based AC, compared with Chang's AC (P = 0.003). The mean absolute value of the Z-score in the 10 intact brains was significantly lower in the images reconstructed using CT-based AC than in those reconstructed using Chang's AC (P = 0.005).

CONCLUSIONS

Non-uniform CT-based AC by integrated SPECT/CT significantly improved sensitivity and the specificity of the voxel-based statistical analyses for regional SPECT count reductions, compared with conventional uniform Chang's AC.

摘要

背景

一体化单光子发射计算机断层显像/计算机断层扫描(SPECT/CT)能够使用内置CT进行非均匀衰减校正(AC),而不是传统的均匀AC。基于CT的AC对脑SPECT结果的基于体素的统计分析的影响尚未阐明。在此,我们使用基于两种AC方法的SPECT体素统计分析评估了局部脑血流量(CBF)减少的可检测性差异。

对象与方法

对所有受试者进行N-异丙基-p-[123I]碘安非他明(IMP)CBF SPECT图像采集,并使用三维有序子集期望最大化(3D-OSEM)结合两种不同的AC方法进行重建:Chang法(Chang's AC)和基于CT的AC方法。利用25名健康正常志愿者的SPECT结果构建一个正常数据库用于分析。还计算了15例慢性脑梗死患者和10名正常受试者的SPECT结果的基于体素的Z统计量。我们假设,特异性较高的分析可能会使正常脑组织的平均绝对Z分数较低,而更敏感的基于体素的统计分析可能会使陈旧性梗死灶(CBF严重降低)的绝对Z分数较高。

结果

与Chang's AC相比,基于CT的AC使正常数据库中大多数脑区体素值的受试者间变异性更低。与Chang's AC相比,基于CT的AC重建图像中梗死灶处显示SPECT计数减少的绝对Z分数也显著更高(P = 0.003)。在基于CT的AC重建图像中,10个完整脑的Z分数的平均绝对值显著低于Chang's AC重建的图像(P = 0.005)。

结论

与传统的均匀Chang's AC相比,一体化SPECT/CT基于CT的非均匀AC显著提高了基于体素的统计分析对局部SPECT计数减少的敏感性和特异性。

https://cdn.ncbi.nlm.nih.gov/pmc/blobs/82f7/4956081/9a906e2bbf48/pone.0159505.g001.jpg

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