The relationship between testosterone and cancer is complex and varies depending on the type of cancer. For instance, high levels of testosterone have been linked to an increased risk of prostate cancer in men. Conversely, there is evidence suggesting that low levels of testosterone could be associated with certain types of cancer, such as breast cancer in men and women.