Some medications, known as chemopreventive agents, can reduce the risk of certain cancers. For example, tamoxifen and raloxifene are medications that can lower the risk of breast cancer in high-risk women. Aspirin has been shown to reduce the risk of colorectal cancer in some individuals. However, these medications have side effects and should only be used under medical supervision.