This study explores the predictive value of the prealbumin/bilirubin ratio (PA/TBil) and its combination with the MELD score for the short-term prognosis of patients with HBV-related acute-on-chronic liver failure (HBV-ACLF). The study found that both the PA/TBil ratio and the MELD score are independent prognostic factors for the 90-day prognosis of patients, and the combined prediction (AUC=0.811) is significantly better than a single indicator, indicating that the combined model has higher predictive efficacy. This ratio is easy to calculate, low-cost, and can be dynamically monitored, suitable for clinical environments with limited resources, which helps in early identification of high-risk patients and guiding timely intervention. In addition, PA/TBil comprehensively reflects liver synthetic function and the degree of cholestasis, which is more sensitive than a single indicator, in line with the current trend of multi-dimensional assessment of liver failure prognosis. Therefore, this study provides a practical and effective tool for clinical risk stratification management of HBV-ACLF patients, with significant application value.