In this study, we identified genetic variants in PPHN patients, and we reported CPS1, NOTCH3 and SMAD9 as risk genes for late preterm and term PPHN in a single-center Chinese cohort. This evidence concerns the gene SMAD9 and persistent fetal circulation syndrome.