Clin Mol Hepatol > Volume 31(1); 2025 > Article
Shen and Wu: Development of risk scores for prognosis prediction among patients with early-stage hepatocellular carcinoma
Dear Editor,
We have read a recent paper by Ho et al. published in the Clinical and Molecular Hepatology, with great interest [1]. This significant study developed and validated two risk scores which predict overall survival (OS) among patients with early-stage hepatocellular carcinoma (HCC). We appreciate the rigorous effort of this study. However, we would like to raise the following comments for further discussion:
First, non-liver-related death should be considered as a competing event when competing risk analysis is performed as a sensitivity analysis. Despite the fact that patients with early-stage HCC primarily die from liver-related events, we suggest a competing risk model to reduce potential risk overestimation in populations where the risk of competing events is high [2-5]. The value of this method may be further clarified with the same survival data in this study.
Second, the authors’ inclusion of important information such as demographic information and laboratory tests to adjust for potential covariates is commendable. However, considering other potential confounders such as the presence of prophylactic antiviral treatment, treatment methods, Charlson Comorbidity Index and family income might further enhance the robustness of these findings [6,7].
Last, to our knowledge, a recent study has revealed the association of sex with survival in HCC patients [8]. Given the controversy about the effect of sex on HCC survival, a separate analysis for the subgroup could offer more nuanced insights.
This article is a significant step forward in our understanding of the roles of risk scores in OS prediction for early-stage HCC patients. A more comprehensive prediction could be an intriguing topic for further investigation.

FOOTNOTES

Authors’ contribution
Xiping Shen: conceptualization and manuscript draft. Ji Wu: critical revision for important intellectual content, final approval.
Conflicts of Interest
The authors have no conflicts to disclose.

Abbreviations

HCC
hepatocellular carcinoma
OS
overall survival

REFERENCES

1. Ho CT, Tan EC, Lee PC, Chu CJ, Huang YH, Huo TI, et al. Conventional and machine learning-based risk scores for patients with early-stage hepatocellular carcinoma. Clin Mol Hepatol 2024;30:406-420.
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2. Gad MM, Saad AM, Al-Husseini MJ, Abushouk AI, Salahia S, Rehman KA, et al. Temporal trends, ethnic determinants, and short-term and long-term risk of cardiac death in cancer patients: a cohort study. Cardiovasc Pathol 2019;43:107147.
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6. Jiang E, Shangguan AJ, Chen S, Tang L, Zhao S, Yu Z. The progress and prospects of routine prophylactic antiviral treatment in hepatitis B-related hepatocellular carcinoma. Cancer Lett 2016;379:262-267.
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7. Charlson ME, Carrozzino D, Guidi J, Patierno C. Charlson comorbidity index: a critical review of clinimetric properties. Psychother Psychosom 2022;91:8-35.
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8. Pang C, Li JM, Wang Z, Luo YC, Cheng ZG, Han ZY, et al. Age-dependent female survival advantage in hepatocellular carcinoma: a multicenter cohort study. Clin Gastroenterol Hepatol 2024;22:305-314.
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