The PFS duration was significantly associated with the baseline neutrophil‐to‐lymphocyte ratio and the three‐week values for the modified Glasgow prognostic score, C‐reactive protein‐albumin ratio, prognostic nutrition index, and advanced lung cancer inflammation index. Here, ALB is linked to lung cancer.