Development of Markov models for economics evaluation of strategies on hepatitis B vaccination and population-based antiviral treatment in China
10.3760/cma.j.issn.0254-6450.2017.07.002
- VernacularTitle:乙型肝炎防治经济学评价——马尔科夫模型的构建
- Author:
Pinchao YANG
1
,
2
;
Shunxiang ZHANG
;
Panpan SUN
;
Yali CAI
;
Ying LIN
;
Yuhua ZOU
Author Information
1. 518055 深圳市疾病预防控制中心
2. 510006 广州,广东药科大学
- Keywords:
Markov model;
Economic evaluation;
Hepatitis B;
Prevention;
Treatment
- From:
Chinese Journal of Epidemiology
2017;38(7):845-851
- CountryChina
- Language:Chinese
-
Abstract:
Objective To construct the Markov models to reflect the reality of prevention and treatment interventions against hepatitis B virus (HBV) infection,simulate the natural history of HBV infection in different age groups and provide evidence for the economics evaluations of hepatitis B vaccination and population-based antiviral treatment in China.Methods According to the theory and techniques of Markov chain,the Markov models of Chinese HBV epidemic were developed based on the national data and related literature both at home and abroad,including the settings of Markov model states,allowable transitions and initial and transition probabilities.The model construction,operation and verification were conducted by using software TreeAge Pro 2015.Results Several types of Markov models were constructed to describe the disease progression of HBV infection in neonatal period,perinatal period or adulthood,the progression of chronic hepatitis B after antiviral therapy,hepatitis B prevention and control in adults,chronic hepatitis B antiviral treatment and the natural progression of chronic hepatitis B in general population.The model for the newborn was fundamental which included ten states,i.e.susceptiblity to HBV,HBsAg clearance,immune tolerance,immune clearance,low replication,HBeAg negative CHB,compensated cirrhosis,decompensated cirrhosis,hepatocellular carcinoma (HCC) and death.The susceptible state to HBV was excluded in the perinatal period model,and the immune tolerance state was excluded in the adulthood model.The model for general population only included two states,survive and death.Among the 5 types of models,there were 9 initial states assigned with initial probabilities,and 27 states for transition probabilities.The results of model verifications showed that the probability curves were basically consistent with the situation of HBV epidemic in China.Conclusion The Markov models developed can be used in economics evaluation of hepatitis B vaccination and treatment for the elimination of HBV infection in China though the structures and parameters in the model have uncertainty with dynamic natures.
