Chemotherapy drugs are designed to kill rapidly dividing cancer cells. Unfortunately, these drugs cannot differentiate between cancer cells and other rapidly dividing cells, such as those in hair follicles. As a result, many patients undergoing chemotherapy experience alopecia. Radiation therapy can also cause hair loss, but it is usually limited to the specific area being treated.