Benjamin V Tran, Dimitrios Moris, Daniela Markovic, Hamed Zaribafzadeh, Ricardo Henao, Quirino Lai, Sander S Florman, Parissa Tabrizian, Brandy Haydel, Richard M Ruiz, Goran B Klintmalm, David D Lee, C Burcin Taner, Maarouf Hoteit, Matthew H Levine, Umberto Cillo, Alessandro Vitale, Elizabeth C Verna, Karim J Halazun, Amit D Tevar, Abhinav Humar, William C Chapman, Neeta Vachharajani, Federico Aucejo, Jan Lerut, Olga Ciccarelli, Mindie H Nguyen, Marc L Melcher, Andre Viveiros, Benedikt Schaefer, Maria Hoppe-Lotichius, Jens Mittler, Trevor L Nydam, James F Markmann, Massimo Rossi, Constance Mobley, Mark Ghobrial, Alan N Langnas, Carol A Carney, Jennifer Berumen, Gabriel T Schnickel, Debra L Sudan, Johnny C Hong, Abbas Rana, Christopher M Jones, Thomas M Fishbein, Ronald W Busuttil, Andrew S Barbas, Vatche G Agopian
HCC recurrence following liver transplantation (LT) is highly morbid and occurs despite strict patient selection criteria. Individualized prediction of post-LT HCC recurrence risk remains an important need. Clinico-radiologic and pathologic data of 4981 patients with HCC undergoing LT from the US Multicenter HCC Transplant Consortium (UMHTC) were analyzed to develop a REcurrent Liver cAncer Prediction ScorE (RELAPSE). Multivariable Fine and Gray competing risk analysis and machine learning algorithms (Random Survival Forest and Classification and Regression Tree models) identified variables to model HCC recurrence...
April 10, 2023: Liver Transplantation