Our analysis revealed that grade ≥3 neutropenia was significantly associated with the ECOG score (P = 0.008), baseline serum ALB level (P = 0.031), baseline WBC count (P = 0.007), and BMI classification (P = 0.035). The gene discussed is ALB; the disease is Decreased total neutrophil count.