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Dynamic 18F-FDG PET imaging of liver lesions: evaluation of a two-tissue compartment model with dual blood input function

机译:肝脏病变的动态18F-FDG PET成像:双组织隔间模型评价双血输入功能

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摘要

Abstract Background Dynamic PET with kinetic modeling was reported to be potentially helpful in the assessment of hepatic malignancy. In this study, a kinetic modeling analysis was performed on hepatocellular carcinoma (HCC) and intrahepatic cholangiocarcinoma (ICC) from dynamic FDG positron emission tomography/computer tomography (PET/CT) scans. Methods A reversible two-tissue compartment model with dual blood input function, which takes into consideration the blood supply from both hepatic artery and portal vein, was used for accurate kinetic modeling of liver dynamic 18F-FDG PET imaging. The blood input functions were directly measured as the mean values over the VOIs on descending aorta and portal vein respectively. And the contribution of hepatic artery to the blood input function was optimization-derived in the process of model fitting. The kinetic model was evaluated using dynamic PET data acquired on 24 patients with identified hepatobiliary malignancy. 38 HCC or ICC identified lesions and 24 healthy liver regions were analyzed. Results Results showed significant differences in kinetic parameters $${K}_{1}-{k}_{4}$$ K 1 - k 4 , blood supplying fraction $${f}_{A}$$ f A , and metabolic rate constant $${K}_{i}$$ K i between malignant lesions and healthy liver tissue. And significant differences were also observed in $${K}_{1}$$ K 1 , $${k}_{3}$$ k 3 , $${f}_{A}$$ f A and $${K}_{i}$$ K i between HCC and ICC lesions. Further investigations of the effect of SUV measurements on the derived kinetic parameters were conducted. And results showed comparable effectiveness of the kinetic modeling using either SUVmean or SUVmax measurements. Conclusions Dynamic 18F-FDG PET imaging with optimization-derived hepatic artery blood supply fraction dual-blood input function kinetic modeling can effectively distinguish malignant lesions from healthy liver tissue, as well as HCC and ICC lesions.
机译:据报道,有动力学造型的抽象背景动态宠物可能有助于评估肝脏恶性肿瘤。在该研究中,从动态FDG正电子发射断层扫描/计算机断层扫描(PET / CT)扫描,对肝细胞癌(HCC)和肝内胆管癌(ICC)进行动力学建模分析。方法采用双血投入功能的可逆两组织隔室模型,考虑到肝动脉和门静脉的血液供应,用于肝动力18F-FDG宠物成像的精确动力学建模。血液输入功能被直接测量为分别降低主动脉和门静脉上的VOIS上的平均值。并且肝动脉对血液输入功能的贡献是在模型配件过程中得到的优化 - 衍生。使用在24例鉴定的肝胆恶性肿瘤中获得的动态宠物数据评估动力学模型。分析了38个HCC或ICC鉴定的病变和24个健康肝脏区。结果结果显示出动力学参数的显着差异$$ {k} _ {1} - {k} _ {4} $$ k 1-k 4,血液供应额度$$ {f} _ {a} $$ f a,和代谢速率常数$$ {k} _ {i} $$ k i在恶性病变和健康的肝脏组织之间。在$$ {k} _ {1} $$ k 1,$$ {k} _ {3} $$ k 3,$$ {f} _ {a} $$ f a和$时,也观察到显着差异。 $ {k} _ {i} $$ k i在hcc和ICC病变之间。进行了对SUV测量对衍生动力学参数的影响的进一步研究。结果表明,使用Suvmean或Suvmax测量的动力学建模的可比有效性。结论动态18F-FDG宠物成像与优化衍生的肝动脉血供血液供应分数双血投入功能动力学建模可以有效地区分来自健康肝组织的恶性病变,以及HCC和ICC病变。

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