ACE inhibitors are popular drugs for high blood pressure and heart failure. Because ACE inhibitors are metabolized by the kidneys, they do come with a risk of causing kidney damage, especially if you are dehydrated, which is often the case in people with existing kidney problems—like chronic kidney disease.