Back to Search
Start Over
Preoperative Alfa-Fetoprotein and Fibrinogen Predict Hepatocellular Carcinoma Recurrence After Liver Transplantation Regardless of the Milan Criteria: Model Development with External Validation.
- Source :
-
Cellular physiology and biochemistry : international journal of experimental cellular physiology, biochemistry, and pharmacology [Cell Physiol Biochem] 2018; Vol. 48 (1), pp. 317-327. Date of Electronic Publication: 2018 Jul 17. - Publication Year :
- 2018
-
Abstract
- Background/aims: Patient selection is critically important in improving the outcomes of liver transplantation for hepatocellular carcinoma. The aim of the current study was to identify biochemical measures that could affect patient prognosis after liver transplantation.<br />Methods: A total of 119 patients receiving liver transplantation for hepatocellular carcinoma were used to construct a model for predicting recurrence. The results were validated using an independent sample of 109 patients from independent hospitals. All subjects in both cohorts met the Hangzhou criteria.<br />Results: Analysis of the discovery cohort revealed an association of recurrence with preoperative fibrinogen and AFP levels. A mathematical model was developed for predicting probability of recurrence within 5 years: Y = logit(P) = -4.595 + 0.824 ×fibrinogen concentration (g/L) + 0.641 × AFP score (1 for AFP<=20ng/ml, 2 for 20<AFP<=100ng/ml, 3 for 100<AFP<=200ng/ml, 4 for 200<AFP<=400ng/ml, 5 for AFP> 400ng/ml). At a cutoff score of -0.85, the area under the curve (AUC) was 0.819 in predicting recurrence (vs. 0.655 when using the Milan criteria). In the validation cohort, this model had reasonable performance in predicting 5-year overall survival (68.8% vs. 28.1% in using the -0.85 cutoff, p< 0.001) and disease-free survival (65.7% vs. 25.9%, p< 0.001). The sensitivity and specificity were 77.0% and 62.5%, respectively. The AUC of this newly developed model was similar to that with the Milan criteria (0.698 vs. 0.678). Surprisingly, the DFS in patients with score <= -0.85 under this model but not meeting the Milan criteria was similar to that in patients meeting the Milan criteria (53.8% vs. 60.0%, p=0.380).<br />Conclusions: Preoperative AFP and fibrinogen are useful in predicting recurrence of hepatocellular carcinoma after liver transplantation.<br /> (© 2018 The Author(s). Published by S. Karger AG, Basel.)
- Subjects :
- Area Under Curve
Carcinoma, Hepatocellular mortality
Disease-Free Survival
Female
Humans
Kaplan-Meier Estimate
Male
Middle Aged
Neoplasm Recurrence, Local
Preoperative Period
ROC Curve
Retrospective Studies
Risk Factors
Carcinoma, Hepatocellular therapy
Fibrinogen analysis
Liver Neoplasms therapy
Liver Transplantation
Models, Theoretical
alpha-Fetoproteins analysis
Subjects
Details
- Language :
- English
- ISSN :
- 1421-9778
- Volume :
- 48
- Issue :
- 1
- Database :
- MEDLINE
- Journal :
- Cellular physiology and biochemistry : international journal of experimental cellular physiology, biochemistry, and pharmacology
- Publication Type :
- Academic Journal
- Accession number :
- 30016765
- Full Text :
- https://doi.org/10.1159/000491731