Medical PET Group - Biological Imaging, Clinical Cooperation Unit Nuclear Medicine, German.
Clin Nucl Med. 2012 Oct;37(10):943-8. doi: 10.1097/RLU.0b013e31825b1da4.
Dynamic PET (dPET) studies with 18F-FDG were performed in patients with unresectable aggressive fibromatosis before imatinib therapy. The goal of the study was to evaluate the impact of regression-based parametric imaging on tumor diagnostics. A comparison between the regression-based quantitative data (slope and intercept values) with the compartmental data of FDG was performed.
The evaluation includes 24 patients with recurrent disease (n = 14), residual tissue (n = 2), or primary disease (n = 8), who were scheduled for palliative treatment with imatinib. Parametric images were calculated based on the dPET data by fitting a linear regression function to the time-activity data and for each voxel. Images of the slope and the intercept of the time-activity data were calculated using a dedicated software. A volume-of-interest-based analysis was also performed by applying a 2-tissue compartment model to the dPET data. The resulting parameters of the FDG kinetics [blood volume (VB), k1-k4] were compared with the volume-of-interest-based slope and intercept data. The evaluation of the parametric images was performed visually and quantitatively.
Twenty of 24 tumors could be visualized in the SUV images with a moderate uptake, in locations that were already known from the MR images. Most (16/24) of the tumors demonstrated a clear enhancement in the intercept images, whereas 4 of them showed an intermediate enhancement and only 4 did not show any enhancement in the intercept images. In contrast, only 10 of 24 tumors demonstrated a clearly enhanced slope, 3 of them revealed a slightly enhanced slope, and 11 of the 24 patients did not demonstrate any slope enhancement within the area of the known desmoid tumors. The comparison of slope revealed the highest correlation to the SUV (r = 0.56, P < 0.05), whereas the intercept values demonstrated the highest correlation to k1 (r = 0.794, P < 0.05), followed by the fractional VB (r = 0.709, P < 0.05), followed by SUV (r = 0.630, P < 0.05). The results indicate that slope images are related to the transport/phosphorylation-dependent part of FDG, whereas intercept images are related to the transport/perfusion part of FDG.
These data demonstrate that the use of regression-based parametric imaging helps to differentiate between transport/perfusion- and transport/phosphorylation-dependent FDG uptake and demonstrate that the transport/phosphorylation rate is low in most of these tumors.
在伊马替尼治疗前,对无法切除的侵袭性纤维瘤病患者进行 18F-FDG 动态 PET(dPET)研究。本研究的目的是评估基于回归的参数成像对肿瘤诊断的影响。比较了基于回归的定量数据(斜率和截距值)与 FDG 的房室数据。
评估包括 24 名患有复发性疾病(n=14)、残留组织(n=2)或原发性疾病(n=8)的患者,这些患者计划接受伊马替尼姑息性治疗。通过对每个体素的时间-活性数据拟合线性回归函数,计算参数图像。使用专用软件计算时间-活性数据斜率和截距的图像。还通过对 dPET 数据应用 2 组织房室模型进行基于感兴趣区的分析。将 FDG 动力学的结果参数(血容量(VB),k1-k4)与基于感兴趣区的斜率和截距数据进行比较。对参数图像进行了定性和定量评估。
24 个肿瘤中有 20 个在 SUV 图像上显示出中等摄取,位置与 MRI 图像已知的位置一致。大多数(16/24)肿瘤在截距图像上显示出明显增强,而其中 4 个肿瘤显示出中等增强,只有 4 个肿瘤在截距图像上没有显示出任何增强。相比之下,只有 10/24 个肿瘤在斜率图像上显示出明显增强,3 个肿瘤显示出轻度增强,而 24 个患者中有 11 个在已知硬纤维瘤肿瘤区域没有显示出任何斜率增强。斜率的比较与 SUV 相关性最高(r=0.56,P<0.05),而截距值与 k1 相关性最高(r=0.794,P<0.05),其次是分数 VB(r=0.709,P<0.05),其次是 SUV(r=0.630,P<0.05)。结果表明,斜率图像与 FDG 的转运/磷酸化依赖性部分相关,而截距图像与 FDG 的转运/灌注部分相关。
这些数据表明,基于回归的参数成像的使用有助于区分转运/灌注和转运/磷酸化依赖性 FDG 摄取,并表明大多数这些肿瘤的转运/磷酸化速率较低。