Currently, there are few strategies to prevent CVD in HIV-infected people, even though they are at high risk for developing CVD. Statin medications are used to lower cholesterol and may be effective at reducing the risk of CVD in people infected with HIV. The purpose of this study is to evaluate the use of pitavastatin to reduce the risk of CVD in adults infected with HIV who are on ART.