Prednisone is an effective medication that works by preventing inflammation and suppressing the body’s immune system. It is often prescribed to treat certain types of inflammatory diseases and specific kinds of cancers. However, one of the possible side effects is decreased libido; some patients report having a lower sex drive while taking Prednisone.