Hair loss is seen in chemotherapy because the drugs affect all the body's cells, including the mouth lining, hair follicles, and stomach. As a result, hair loss includes scalp hair and the hair in the eyebrows, eyelashes, and pubic area and is one of the most upsetting parts of chemotherapy.