Chemotherapy is a systemic treatment that uses drugs to kill malignant cells, bacteria, viruses and fungi. Chemotherapy drugs are used to treat cancer, bone marrow diseases, rheumatoid arthritis and lupus. The drugs can be given by injection or taken orally.