Department of Clinical Physiology, Nuclear Medicine and PET, Rigshospitalet, University of Copenhagen, Copenhagen, Denmark.
Department of Clinical Physiology, Nuclear Medicine and PET, Rigshospitalet, University of Copenhagen, Copenhagen, Denmark.
Phys Med. 2019 May;61:1-7. doi: 10.1016/j.ejmp.2019.04.006. Epub 2019 Apr 17.
Multiparametric imaging holds great potential for characterization of disease heterogeneity. For integrated PET/MR imaging, the combination of F-flourodeoxyglucose (FDG) PET and diffusion weighted imaging (DWI) has been suggested for the assessment of tumor heterogeneity. However, PET image resolution is limited and DWI is prone to image distortions. The aim of this study was to assess the influence of PET point spread function (PSF) modelling and DWI distortion correction on the voxelwise correlation between FDG-PET and DWI.
Data were collected from 11 patients with head and neck cancer, each undergoing PET/MR imaging twice. PET reconstructions with and without PSF modelling and DWI with and without distortion correction were derived. Tumor SUV was compared between PET reconstructions by linear regression. Geometric distortions of DWI with and without distortion correction were quantified by voxelwise correlation coefficients to an undistorted anatomical reference. The influence of PSF modelling and DWI distortion correction on a multiparametric analysis was assessed as a change of the voxelwise correlation coefficient between FDG-PET and DWI measured in tumors.
The inclusion of PSF modelling in the PET reconstruction affected tumor quantification by a 10-20% increase in SUV. Distortion correction reduced DWI geometric distortions significantly. The impact of PET PSF modelling on the spatial correlation with DWI was insignificant. However, distortion correction of DWI had a significant effect on the spatial correlation with PET.
Proper preparation of the imaging modalities is important for a correct analysis and interpretation of multiparametric PET/MR imaging of head and neck cancer.
多参数成像在疾病异质性的特征描述方面具有很大的潜力。对于集成的 PET/MR 成像,已经提出了将 F-氟脱氧葡萄糖(FDG)PET 和弥散加权成像(DWI)相结合用于评估肿瘤异质性。然而,PET 图像分辨率有限,DWI 容易产生图像变形。本研究的目的是评估 PET 点扩散函数(PSF)建模和 DWI 失真校正对 FDG-PET 和 DWI 之间体素相关性的影响。
从 11 名头颈部癌症患者中收集数据,每位患者进行两次 PET/MR 成像。推导出具有和不具有 PSF 建模的 PET 重建以及具有和不具有失真校正的 DWI。通过线性回归比较 PET 重建之间的肿瘤 SUV。通过体素相关系数量化具有和不具有失真校正的 DWI 的几何变形,以与未失真的解剖参考进行比较。通过评估在肿瘤中测量的 FDG-PET 和 DWI 之间的体素相关性的变化,评估 PSF 建模和 DWI 失真校正对多参数分析的影响。
在 PET 重建中包含 PSF 建模会影响肿瘤定量,使 SUV 增加 10-20%。失真校正显著降低了 DWI 的几何变形。PSF 建模对与 DWI 的空间相关性的影响不显著。然而,DWI 的失真校正对与 PET 的空间相关性有显著影响。
为了对头颈部癌症的多参数 PET/MR 成像进行正确的分析和解释,对成像方式进行适当的准备非常重要。