This paper analysis chemotherapy-induced peripheral neuropathy (CIPN) caused by related chemotherapeutic drugs and proposes some treatments from nursing intervention to drug treatment. It also calls for more efforts in the research of this field to relieve psychological burden and improve quality of life of patients at the end of the paper.