The high risk factors of a stratified risk comprise diabetes mellitus, allogeneic transplantation, liver cirrhosis, low anti-HBs titers (less than 100 mIU/mL), and positive anti-HBc. The gene discussed is KRT88P; the disease is diabetes mellitus.