The following factors were negatively associated with anti-HBs seroconversion rate: BMI below 18.5, between 18.5 and 24, or above 28; age; female gender; smoking; drinking; anti-HBc; and family history of hepatitis B (Table 2). This evidence concerns the gene KRT88P and hepatitis B virus infection.