Multivariate analysis showed that age, International Staging System (ISS) stage, Eastern Cooperative Oncology Group (ECOG) score, anemia, granulocytopenia, and albumin level were significant risk factors (p < 0.05). The gene discussed is ALB; the disease is anemia (phenotype).