Diet for Leukemia Patients. Leukemia patients have an immensely compromised immune system. They are extremely susceptible to various infections and diseases. Besides, cancer treatments such as chemotherapy are emotionally draining for patients. This is a phase in which the patient feels very gloomy and is upset about his or her appearance..