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Chinese Journal of Hepatic Surgery(Electronic Edition) ›› 2024, Vol. 13 ›› Issue (06): 831-835. doi: 10.3877/cma.j.issn.2095-3232.2024059

• Clinical Researches • Previous Articles    

Diagnostic value of GGT-Plt ratio-based model for HBV-related hepatocellular carcinoma

Minsi Liu1, Rong Li1, Mei Li1,()   

  1. 1.Guangdong Provincial Key Laboratory of Liver Disease Research,the Third Affiliated Hospital of Sun Yat-sen University,Guangzhou 510630,China
  • Received:2024-07-19 Online:2024-12-10 Published:2024-11-22
  • Contact: Mei Li

Abstract:

Objective

To evaluate the diagnostic value of GGT-Plt ratio (GPR) combined with neutrophil-lymphocyte ratio (NLR),Plt-lymphocyte ratio (PLR) and lymphocyte-monocyte ratio (LMR) for HBV-related hepatocellular carcinoma (HBV-HCC).

Methods

Clinical data of 1119 patients with chronic hepatitis B,post-hepatitis B cirrhosis and HBV-HCC admitted to the Third Affiliated Hospital of Sun Yat-sen University from January 2012 to September 2018 were retrospectively analyzed. Among them,784 patients were assigned in the non-HCC group,648 male and 136 female,aged 18-82 years,with a median age of 43 years. 335 cases were included in the HCC group,303 male and 32 female,aged 21-83 years,with a median age of 54 years. Univariate analysis of HCC diagnosis was conducted by Mann-Whitney U test or Chi-square test. In univariate analysis,the parameters with P<0.1 were used for collinear diagnosis,and the parameters with variance inflation factor of <5 were included into multivariate Logistic regression analysis to obtain the independent influencing factors,which were used to establish Logistic regression model for HBV-HCC. The diagnostic value was evaluated by the area under the ROC curve (AUC).

Results

Multivariate Logistic regression analysis showed that male,PLR,GPR and age were the independent risk factors for HBV-HCC (OR=2.876,1.004,1.151,1.070; P<0.05). The AUC of Logistic regression model based on the above factors was 0.782 with a sensitivity of 0.740 and a specificity of 0.719. The AUC of this model combined with AFP was 0.855,which enhanced the diagnostic efficiency of AFP (AUC=0.778)(Z=-5.400, P<0.05).

Conclusions

The Logistic regression model based on GPR combined with PLR has certain clinical value for early diagnosis of HBV-HCC. This model in combination with AFP can improve the diagnostic efficiency of AFP.

Key words: Carcinoma,hepatocellular, Hepatitis B virus (HBV), Gamma-glutamyltransferase to platelet ratio (GPR), Platelet to lymphocyte ratio (PLR), Logistic regression model

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