Because diuretics prompt the kidneys to remove water from the body, they can make the mouth dry. The potassium-sparing diuretic amiloride can cause a persistent bitter taste. Fortunately, changes in taste are not as common with the most frequently used diuretics, hydrochlorothiazide and chlorthalidone.