Exploring the potential associations between single and mixed volatile compounds and preserved ratio impaired spirometry using five different approaches

Our findings demonstrate the correlations between VOCs and PRISm, with inflammation potentially mediating the relationship. The machine learning results highlight the potential of combining VOCs with demographic characteristics to improve PRISm identification, thereby supporting the development of prevention and intervention strategies.