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Updated: May 16, 2026

Measurement of the Hepatic Venous Pressure Gradient and Transjugular Liver Biopsy
Published on: June 18, 2020
Prognostic Impact of Initial Laboratory-based Scores for Hepatocellular Carcinoma Patients: A Retrospective Study
Walid I Yousif1, Mohamed F Bakosh1
1Internal Medicine, Hepato-Biliary-Pancreatic Unit, Internal Medicine Department, Faculty of Medicine, Alexandria University, Egypt.
Background/Aim:
Hepatocellular carcinoma (HCC) is a heterogeneous tumor with variable prognosis. We aimed to evaluate different laboratory-based scores and indices to predict 1-year overall survival (OS).
Methods:
A total of 188 patients with HCC were included. Albumin-to-alkaline phosphatase ratio (AAPR), aspartate aminotransferase-to-lymphocyte ratio (ALR), albumin-to-bilirubin (ALBI) score, neutrophil-to-lymphocyte∗platelet ratio (N/LPR), neutrophil-to-lymphocyte ratio (NLR), lymphocyte-to-monocyte ratio (LMR), and platelet-to-lymphocyte ratio (PLR) were evaluated in relation to 1-year OS using receiver operating characteristic (ROC) curves, Cox regression analysis, and a prediction nomogram.
Result:
Using ROC curve analysis, area under the curve (AUC) values of AAPR, ALR, NLR, LMR, and PLR were (0.704, 0.697, 0.743, 0.677, and 0.693, respectively) for the prediction of 1-year OS. ALBI score and N/LPR failed to significantly predict 1-year OS, and the NLR has the highest AUC among all the scores. In the subgroup receiving trans-arterial chemoembolization as the initial treatment, NLR and PLR were the scores that accurately predicted 1-year OS with AUCs of 0.701 and 0.685, respectively. Baseline elevated alanine aminotransferase, a performance status ≥1, larger lesions ≥5, multiple lesions ≥2, the presence of portal vein invasion, the presence of lymph node invasion, an NLR >2.27, and an LMR ≤3.40 are independent predictors of 1-year mortality in multivariate regression analysis. The C-index of the nomogram, including independent predictors in the multivariate regression analysis, predicting 1-year mortality was 0.808 (95% confidence interval: 0.771-0.845).
Conclusion:
NLR and LMR are independent predictors of 1-year mortality, and a novel nomogram prediction model based on these scores show a higher performance. NLR is superior to other baseline non-invasive serum-based scores for the prediction of 1-year OS.
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