Elevated estrogen levels during pregnancy are associated with an increase in cholesterol levels, particularly “bad” low-density lipoprotein (LDL) cholesterol. Increased LDL concentrations in bile can, in turn, promote gallstone formation. The same can occur in people taking estrogen-containing birth control pills or who are on estrogen replacement therapy.