May 7, A problem for many men, though, is that some types of blood pressure drugs can cause erectile dysfunction. That may make it tough to stay on. Sometimes the medications used to treat high blood pressure have similar effects . Even a single episode of erectile dysfunction can cause anxiety. Fears that it. Sep 7, WebMD provides a comprehensive list of drugs that may cause erectile dysfunction.