 People with HIV infection who are taking antiretroviral therapy ART may be at risk for cardiovascular disease CVD, which can be caused by inflammation. Methotrexate MTX is a medication used to treat inflammation in people with rheumatoid arthritis. This study will evaluate the safety and effectiveness of low-dose methotrexate LDMTX at reducing inflammation in HIV-infected adults. 