Considering that Chinese government had launched a hepatitis B vaccine immunization program since 1985 [36], it is reasonable to infer that hepatitis B vaccination further reduced the risk of liver cancer mortality, but the correlation between liver cancer mortality and hepatitis B vaccination rate still needs further research. Here, PPIB is linked to hepatitis A virus infection.