Cancer can influence hair follicles in several ways. The most direct impact is through treatments such as chemotherapy and radiation therapy, which target rapidly dividing cells. Unfortunately, hair follicle cells also divide quickly, making them susceptible to these treatments. As a result, patients often experience hair loss, a condition known as alopecia.