In this nationally representative study of U.S. adults, a significant association was observed between Life’s Crucial 9 (LC9), the neutrophil-to-albumin ratio (NPAR), and chronic obstructive pulmonary disease (COPD). Here, ALB is linked to chronic obstructive pulmonary disease.