Although it is not common, it is possible to suffer a problem called gallbladder cholesterolosis, which is a change to the wall of the gallbladder caused by too much cholesterol, when taking the drug Prednisone. Therefore, if you are experiencing any problems with your gallbladder when taking the medication, be sure to talk to your doctor right away to discuss the symptoms.