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Multicenter Validation of a RAR-Based Nomogram for Predicting Postoperative Progression in HBV-Related Hepatocellular
Wei Dai1, Maoqing Tan2, Wenlong Shen2
1Central Laboratory, Fujian Medical University Union Hospital, Fuzhou, Fujian, 350001, People's Republic of China.
Journal of Hepatocellular Carcinoma
|March 5, 2026
Summary
The red cell distribution width-to-albumin ratio (RAR) independently predicts recurrence in hepatitis B virus-related liver cancer (HBV-HCC) after surgery. A new nomogram using RAR aids in personalized risk assessment for better patient management.
Area of Science:
- Hepatology
- Oncology
- Biomarker Research
Background:
- The red cell distribution width-to-albumin ratio (RAR) is a biomarker for systemic inflammation and oxidative stress.
- Its predictive value for postoperative recurrence in hepatitis B virus-related hepatocellular carcinoma (HBV-HCC) was previously unknown.
Purpose of the Study:
- To evaluate the efficacy of RAR in predicting postoperative recurrence and progression in HBV-HCC patients.
- To develop and validate a predictive model for individualized risk stratification.
Main Methods:
- Retrospective analysis of 1,011 HBV-HCC patients undergoing surgery.
- Utilized receiver operating characteristic (ROC) analysis and restricted cubic spline (RCS) modeling to assess RAR performance.
- Developed and validated a nomogram incorporating RAR and other clinical factors.
Main Results:
- RAR demonstrated predictive capability for progression-free survival (PFS) with an AUC of 0.662.
- A nonlinear association between RAR and progression risk was observed, with risk plateauing at higher RAR levels.
- RAR was identified as an independent predictor of postoperative PFS (HR=4.40).
Conclusions:
- The red cell distribution width-to-albumin ratio (RAR) is an independent predictor of postoperative recurrence in HBV-HCC.
- A RAR-based nomogram provides a practical tool for personalized PFS estimation and improved postoperative risk stratification.

