An FDG PET/CT metabolic parameter-based nomogram for predicting the early recurrence of hepatocellular carcinoma after liver transplantation

被引:9
作者
Miao, Wenjie [1 ]
Nie, Pei [2 ]
Yang, Guangjie [1 ]
Wang, Yangyang [1 ]
Yan, Lei [1 ]
Zhao, Yujun [1 ]
Yu, Ting [3 ]
Yu, Mingming [1 ]
Wu, Fengyu [1 ]
Rao, Wei [4 ,5 ]
Wang, Zhenguang [1 ]
机构
[1] Qingdao Univ, Affiliated Hosp, Dept Nucl Med, Qingdao, Shandong, Peoples R China
[2] Qingdao Univ, Affiliated Hosp, Dept Radiol, Qingdao, Shandong, Peoples R China
[3] Qingdao Univ, Affiliated Hosp, Dept Gastrointestinal Med, Qingdao, Shandong, Peoples R China
[4] Qingdao Univ, Affiliated Hosp, Organ Transplantat Ctr, Div Hepatol,Liver Dis Ctr, Qingdao, Shandong, Peoples R China
[5] Qingdao Univ, Inst Transplantat Sci, Qingdao, Shandong, Peoples R China
关键词
Hepatocellular carcinoma; Liver transplantation; Early recurrence; Positron emission tomography; computed tomography; POSITRON-EMISSION-TOMOGRAPHY; ALPHA-FETOPROTEIN; RISK-FACTORS; F-18-FDG; TUMOR; VALIDATION; SURVIVAL; MODEL; SIZE;
D O I
10.1007/s00259-021-05328-w
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
Purpose To construct an FDG PET/CT metabolic parameter-based model to predict early recurrence of hepatocellular carcinoma (HCC) after liver transplantation (LT). Methods A total of 62 patients with HCC after LT were enrolled with a follow-up period of 1 year. Basic clinical, pathology, and laboratory data, CT features (CPLC), and PET metabolic parameters (CPLCP) were collected for model construction. A CPLC nomogram without metabolic parameters and a CPLCP nomogram with metabolic parameters were established. The net reclassification index (NRI) and integrated discrimination improvement (IDI) of the two models were calculated. The constructed model was compared with Milan criteria and University of California San Francisco (UCSF) criteria. The time-dependent area under the receiver operating characteristic curve (time-AUC) was used to compare the efficiency of the models, and the bootstrap method was used to for verification. Harrell's concordance index (C-index) was used to evaluate the performance of these models. Decision curve analysis (DCA) was used to evaluate the clinical practicability of each model. Results Thirty out of 62 patients experienced a recurrence during the 1-year follow-up. BCLC stage (P = 0.009), MVI (P = 0.032), AFP (P = 0.004), CTdmax (P = 0.033), and MTV (P = 0.039) were the independent predictors. The CPLC nomogram and the CPLCP nomogram were established. Compared with the CPLC nomogram, the NRI of the CPLCP nomogram increased by 38.98% (95% CI = -18.77-60.43%) and the IDI increased by 4.40% (95% CI = -1.00-16.62%). The AUC value of the CPLCP nomogram was higher than those of Milan criteria and UCSF criteria in the time-AUC curve. Moreover, the CPLCP nomogram had a higher C-index (0.774) than other models. Finally, the DCA curve showed that clinical practicability of the CPLCP nomogram outperformed the Milan criteria and UCSF criteria. Conclusions The CPLCP nomogram combining basic clinical data, pathology data, laboratory data, CT features, and PET metabolic parameters showed good efficacy and high clinical practicability in predicting the early recurrence of HCC after LT.
引用
收藏
页码:3656 / 3665
页数:10
相关论文
共 43 条
[1]   A Novel Prognostic Nomogram Accurately Predicts Hepatocellular Carcinoma Recurrence after Liver Transplantation: Analysis of 865 Consecutive Liver Transplant Recipients [J].
Agopian, Vatche G. ;
Harlander-Locke, Michael ;
Zarrinpar, Ali ;
Kaldas, Fady M. ;
Farmer, Douglas G. ;
Yersiz, Hasan ;
Finn, Richard S. ;
Tong, Myron ;
Hiatt, Jonathan R. ;
Busuttil, Ronald W. .
JOURNAL OF THE AMERICAN COLLEGE OF SURGEONS, 2015, 220 (04) :416-427
[2]   Systematic review: risk prediction models for recurrence of hepatocellular carcinoma after liver transplantation [J].
Al-Ameri, Abdulahad Abdulrab Mohammed ;
Wei, Xuyong ;
Wen, Xue ;
Wei, Qiang ;
Guo, Haijun ;
Zheng, Shusen ;
Xu, Xiao .
TRANSPLANT INTERNATIONAL, 2020, 33 (07) :697-712
[3]   Predicting Mortality in Patients Developing Recurrent Hepatocellular Carcinoma After Liver Transplantation Impact of Treatment Modality and Recurrence Characteristics [J].
Bodzin, Adam S. ;
Lunsford, Keri E. ;
Markovic, Daniela ;
Harlander-Locke, Michael P. ;
Busuttil, Ronald W. ;
Agopian, Vatche G. .
ANNALS OF SURGERY, 2017, 266 (01) :118-125
[4]   Adjuvant sorafenib for hepatocellular carcinoma after resection or ablation (STORM): a phase 3, randomised, double-blind, placebo-controlled trial [J].
Bruix, Jordi ;
Takayama, Tadatoshi ;
Mazzaferro, Vincenzo ;
Chau, Gar-Yang ;
Yang, Jiamei ;
Kudo, Masatoshi ;
Cai, Jianqiang ;
Poon, Ronnie T. ;
Han, Kwang-Hyub ;
Tak, Won Young ;
Lee, Han Chu ;
Song, Tianqiang ;
Roayaie, Sasan ;
Bolondi, Luigi ;
Lee, Kwan Sik ;
Makuuchi, Masatoshi ;
Souza, Fabricio ;
Le Berre, Marie-Aude ;
Meinhardt, Gerold ;
Llovet, Josep M. .
LANCET ONCOLOGY, 2015, 16 (13) :1344-1354
[5]   Hepatocellular carcinoma (HCC): Epidemiology, etiology and molecular classification [J].
Chidambaranathan-Reghupaty, Saranya ;
Fisher, Paul B. ;
Sarkar, Devanand .
MECHANISMS AND THERAPY OF LIVER CANCER, 2021, 149 :1-61
[6]   Managements of recurrent hepatocellular carcinoma after liver transplantation: A systematic review [J].
de'Angelis, Nicola ;
Landi, Filippo ;
Carra, Maria Clotilde ;
Azoulay, Daniel .
WORLD JOURNAL OF GASTROENTEROLOGY, 2015, 21 (39) :11185-11198
[7]   Liver Transplantation for Hepatocellular Carcinoma: A Model Including α-Fetoprotein Improves the Performance of Milan Criteria [J].
Duvoux, Christophe ;
Roudot-Thoraval, Francoise ;
Decaens, Thomas ;
Pessione, Fabienne ;
Badran, Hanaa ;
Piardi, Tullio ;
Francoz, Claire ;
Compagnon, Philippe ;
Vanlemmens, Claire ;
Dumortier, Jerome ;
Dharancy, Sebastien ;
Gugenheim, Jean ;
Bernard, Pierre-Henri ;
Adam, Rene ;
Radenne, Sylvie ;
Muscari, Fabrice ;
Conti, Filomena ;
Hardwigsen, Jean ;
Pageaux, Georges-Philippe ;
Chazouilleres, Olivier ;
Salame, Ephrem ;
Hilleret, Marie-Noelle ;
Lebray, Pascal ;
Abergel, Armand ;
Debette-Gratien, Marilyne ;
Kluger, Michael D. ;
Mallat, Ariane ;
Azoulay, Daniel ;
Cherqui, Daniel .
GASTROENTEROLOGY, 2012, 143 (04) :986-+
[8]  
European Assoc Study Liver, 2018, J HEPATOL, V69, P154, DOI 10.1016/j.jhep.2018.03.018
[9]   Recurrence of hepatocellular carcinoma after liver transplantation: Is there a place for resection? [J].
Fernandez-Sevilla, Elena ;
Allard, Marc-Antoine ;
Selten, Jasmijn ;
Golse, Nicolas ;
Vibert, Eric ;
Cunha, Antonio Sa ;
Cherqui, Daniel ;
Castaing, Denis ;
Adam, Rene .
LIVER TRANSPLANTATION, 2017, 23 (04) :440-447
[10]   Prospective Validation of Ab Initio Liver Transplantation in Hepatocellular Carcinoma Upon Detection of Risk Factors for Recurrence After Resection [J].
Ferrer-Fabrega, Joana ;
Forner, Alejandro ;
Liccioni, Alexandre ;
Miquel, Rosa ;
Molina, Victor ;
Navasa, Miquel ;
Fondevila, Constantino ;
Carlos Garcia-Valdecasas, Juan ;
Bruix, Jordi ;
Fuster, Josep .
HEPATOLOGY, 2016, 63 (03) :839-849