Cancer and its treatments, such as chemotherapy and radiation therapy, can significantly alter a patient's sense of taste. This condition, known as dysgeusia, can make foods taste metallic, bitter, or otherwise unpleasant. These changes can lead to a loss of appetite, poor nutrition, and decreased quality of life.