Chemotherapy can significantly impact neutrophil levels by targeting rapidly dividing cells, including those in the bone marrow where neutrophils are produced. This often leads to neutropenia, thereby increasing the risk of infections. Nurses must closely monitor these patients and provide supportive care to manage side effects and complications.