The results of the current study show that BAFF-R on IgD+ CD24-, BAFF-R on IgD- CD24-, and BAFF-R on naive-mature B cells are inversely associated with biliary tract cancer, contributing to the prognosis of patients with this condition. The gene discussed is CD24; the disease is biliary tract cancer.