Univariate COX analysis showed lower KPS score, higher LabBM score, pretreatment metastasis, failure to achieve CR or PR after treatment, higher T stage, N+, higher TNM stage, lower serum albumin level, and pretreatment anemia were associated with poorer OS (P < .05). Here, ALB is linked to anemia (phenotype).