PGR and gallstones: It is not well described why female patients have a higher rate of gallbladder cancer, but it is possibly due to risk factors such as gallstones, early menarche, late menopause, early first childbirth, and likely estrogen and progesterone receptors participating in the pathogenesis of GBC [22].