Imaging-Derived Biomarkers Integrated with Clinical and Laboratory Values Predict Recurrence of Hepatocellular Carcinoma After Liver Transplantation.

hepatocellular carcinoma imaging recurrence transplantation

Journal

Journal of hepatocellular carcinoma
ISSN: 2253-5969
Titre abrégé: J Hepatocell Carcinoma
Pays: New Zealand
ID NLM: 101674775

Informations de publication

Date de publication:
2023
Historique:
received: 22 08 2023
accepted: 22 11 2023
medline: 25 12 2023
pubmed: 25 12 2023
entrez: 25 12 2023
Statut: epublish

Résumé

To investigate the prognostic value of computed tomography (CT) derived imaging biomarkers in hepatocellular carcinoma (HCC) recurrence after liver transplantation (LT) and develop a predictive nomogram model. This retrospective study included 178 patients with histopathologically confirmed HCC who underwent liver transplantation between 2007 and 2021 at the two academic liver centers. We evaluated dedicated imaging features from baseline multiphase contrast-enhanced CT supplemented by several clinical findings and laboratory parameters. Time-to-recurrence was estimated by Kaplan-Meier analysis. Univariable Cox proportional hazard regression and multivariable Least Absolute Shrinkage and Selection Operator (LASSO) regression were used to assess independent prognostic factors for recurrence. A nomogram model was then built based on the independent factors selected through LASSO regression, to predict the probabilities of HCC recurrence at one, three, and five years. The rate of HCC recurrence after LT was 17.4% (31 of 178). The LASSO analysis revealed six independent predictors associated with an elevated risk of tumor recurrence. These predictors included the presence of peritumoral enhancement, the presence of over three tumor lesions, the largest tumor diameter greater than 3 cm, serum alpha-fetoprotein (AFP) levels exceeding 400 ng/mL, and the presence of a tumor capsule. Conversely, a history of bridging therapies was found to be correlated with a reduced risk of HCC recurrence. In addition, Kaplan-Meier curves showed patients with irregular margin, satellite nodules, or small lesions displayed shorter time-to-recurrence. Our nomogram demonstrated good performance, yielding a C-index of 0.835 and AUC values of 0.86, 0.88, and 0.85 for the predictions of 1-year, 3-year, and 5-year TTR, respectively. Imaging parameters derived from baseline contrast-enhanced CT showing malignant behavior and aggressive growth patterns, along with serum AFP and history of bridging therapies, show potential as biomarkers for predicting HCC recurrence after transplantation.

Identifiants

pubmed: 38143909
doi: 10.2147/JHC.S431503
pii: 431503
pmc: PMC10740736
doi:

Types de publication

Journal Article

Langues

eng

Pagination

2277-2289

Informations de copyright

© 2023 Hoang et al.

Déclaration de conflit d'intérêts

Prof. Dr. Enrico De Toni reports personal fees from AstraZeneca, Bayer, BMS, EISAI, Eli Lilly & Co, MSD, Mallinckrodt, Omega, Pfizer, IPSEN, Terumo and Roche; grants from Arqule, AstraZeneca, BMS, Bayer, Celsion and Roche, personal fees from BMS and Falk, Eli Lilly, and Roche, during the conduct of the study. Prof. Dr. Christian Lange reports personal fees, non-financial support from AbbVie, personal fees from AstraZeneca, Falk, CSL Behring, Boston Scientific, Eisai, Roche, Norgine, Shionogi, Sobi, outside the submitted work. Prof. Dr. Max Seidensticker reports personal fees from Bayer, during the conduct of the study; grants, personal fees from Sirtex medical, personal fees from Cook Medical, Siemens Healthineers, Balt, Astra Zeneca, LIAM; grants from Bayer, outside the submitted work. The authors report no other conflicts of interest in this work.

Auteurs

Thi Phuong Thao Hoang (TPT)

Department of Radiology, University Hospital, LMU Munich, Munich, Germany.

Philipp Schindler (P)

Clinic for Radiology, University Hospital Muenster, Muenster, Germany.

Nikolaus Börner (N)

Department of General, Visceral and Transplantation Surgery, University Hospital, LMU Munich, Munich, Germany.

Max Masthoff (M)

Clinic for Radiology, University Hospital Muenster, Muenster, Germany.

Mirjam Gerwing (M)

Clinic for Radiology, University Hospital Muenster, Muenster, Germany.

Philippa von Beauvais (P)

Clinic for Radiology, University Hospital Muenster, Muenster, Germany.

Enrico N De Toni (EN)

Department for Internal Medicine II, University Hospital, LMU Munich, Munich, Germany.

Christian M Lange (CM)

Department for Internal Medicine II, University Hospital, LMU Munich, Munich, Germany.

Jonel Trebicka (J)

Department for Internal Medicine B, Universitätsklinikum Münster, Münster, Germany.

Haluk Morgül (H)

Department of General, Visceral and Transplant Surgery, Universitätsklinikum Münster, Münster, Germany.

Max Seidensticker (M)

Department of Radiology, University Hospital, LMU Munich, Munich, Germany.

Jens Ricke (J)

Department of Radiology, University Hospital, LMU Munich, Munich, Germany.

Andreas Pascher (A)

Department of General, Visceral and Transplant Surgery, Universitätsklinikum Münster, Münster, Germany.

Markus Guba (M)

Department of General, Visceral and Transplantation Surgery, University Hospital, LMU Munich, Munich, Germany.

Michael Ingrisch (M)

Department of Radiology, University Hospital, LMU Munich, Munich, Germany.

Moritz Wildgruber (M)

Department of Radiology, University Hospital, LMU Munich, Munich, Germany.

Osman Öcal (O)

Department of Radiology, University Hospital, LMU Munich, Munich, Germany.

Classifications MeSH