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

被引:15
作者
Wang, Jingnan [1 ,5 ]
Shao, Yunwen [2 ]
Liu, Bowei [2 ]
Wang, Xuezhu [1 ,5 ]
Geist, Barbara Katharina [3 ]
Li, Xiang [3 ]
Li, Fang [1 ]
Zhao, Haitao [4 ]
Hacker, Marcus [3 ]
Ding, Haiyan [2 ]
Zhang, Hui [2 ]
Huo, Li [1 ,5 ]
机构
[1] Chinese Acad Med Sci & Peking Union Med Coll Hosp, Dept Nucl Med, Beijing, Peoples R China
[2] Tsinghua Univ, Dept Biomed Engn, Beijing, Peoples R China
[3] Med Univ Vienna, Div Nucl Med, Dept Biomed Imaging & Image Guided Therapy, Vienna, Austria
[4] Chinese Acad Med Sci & Peking Union Med Coll Hosp, Dept Liver Surg, Beijing, Peoples R China
[5] Chinese Acad Med Sci & Peking Union Med Coll Hosp, Beijing Key Lab Mol Targeted Diag & Therapy Nucl, Beijing, Peoples R China
基金
中国国家自然科学基金;
关键词
FDG; Kinetic model; Dual input function; Hepatocellular carcinoma; Intrahepatic cholangiocarcinoma; POSITRON-EMISSION-TOMOGRAPHY; HEPATOCELLULAR-CARCINOMA; C-11-ACETATE PET/CT; RECEPTOR-BINDING; KINETIC-MODEL; FDG; QUANTIFICATION; METABOLISM; TUMOR;
D O I
10.1186/s12880-021-00623-2
中图分类号
R8 [特种医学]; R445 [影像诊断学];
学科分类号
1002 ; 100207 ; 1009 ;
摘要
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 F-18-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), blood supplying fraction fA, and metabolic rate constant K-i between malignant lesions and healthy liver tissue. And significant differences were also observed in K-1, k(3), f(A) and 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 F-18-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.
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页数:13
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