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GALAD Score As a Prognostic Model for Recurrence of Hepatocellular Carcinoma After Local Ablation

Overview
Specialty Oncology
Date 2024 May 7
PMID 38713414
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Abstract

Background: Currently, the high recurrence rate still forms severe challenges in hepatocellular carcinoma (HCC) treatment. The GALAD score, including age, gender, alpha-fetoprotein (AFP), lens culinaris agglutinin-reactive AFP (AFP-L3), and des-gamma-carboxyprothrombin (DCP) was developed as a diagnostic model. However, evidence is still lacking to confirm the capability of the GALAD score to predict the recurrence of HCC.

Methods: This study included 390 HCC patients after local ablation at Beijing You'an Hospital from January 1, 2018, to December 31, 2022. Firstly, the area under the receiver operating characteristic (ROC) curve (AUC) was calculated to assess the predictive capability of the GALAD score. Then, the Kaplan-Meier (KM) curve and log-rank test were used to compare the prognosis between two groups classified by GALAD score. Finally, a nomogram for high-risk patients was established by Lasso-Cox regression. It was assessed by ROC curves, calibration curves, and decision curve analysis (DCA).

Results: The ROC curve (AUC: 0.749) and KM curve showed the GALAD score had good predictive ability and could clearly stratify patients into two groups through the risk of recurrence. Prognostic factors selected by Lasso-Cox regression contained tumor number, tumor size, and globulin. The nomogram for high-risk patients showed reliable discrimination, calibration, and clinical utility.

Conclusion: This research displayed that the GALAD score is an effective model for predicting the recurrence of HCC. Meanwhile, we found the poor prognosis of the high-risk group and created a nomogram for these patients.

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References
1.
Norman J, Li P, Kotwani P, Shui A, Yao F, Mehta N . AFP-L3 and DCP strongly predict early hepatocellular carcinoma recurrence after liver transplantation. J Hepatol. 2023; 79(6):1469-1477. PMC: 10998694. DOI: 10.1016/j.jhep.2023.08.020. View

2.
Yang J, Addissie B, Mara K, Harmsen W, Dai J, Zhang N . GALAD Score for Hepatocellular Carcinoma Detection in Comparison with Liver Ultrasound and Proposal of GALADUS Score. Cancer Epidemiol Biomarkers Prev. 2018; 28(3):531-538. PMC: 6401221. DOI: 10.1158/1055-9965.EPI-18-0281. View

3.
Chen V, Sharma P . Role of Biomarkers and Biopsy in Hepatocellular Carcinoma. Clin Liver Dis. 2020; 24(4):577-590. DOI: 10.1016/j.cld.2020.07.001. View

4.
Johnson P, Pirrie S, Cox T, Berhane S, Teng M, Palmer D . The detection of hepatocellular carcinoma using a prospectively developed and validated model based on serological biomarkers. Cancer Epidemiol Biomarkers Prev. 2013; 23(1):144-53. DOI: 10.1158/1055-9965.EPI-13-0870. View

5.
Ao J, Meng J, Zhu L, Nie H, Yang C, Li J . Activation of androgen receptor induces ID1 and promotes hepatocellular carcinoma cell migration and invasion. Mol Oncol. 2012; 6(5):507-15. PMC: 5528389. DOI: 10.1016/j.molonc.2012.06.005. View