In conclusion, through a series of bioinformatics filtering steps, we identified 18 rare damaging variants in six novel candidate genes (SOX8, NES, CDH2, ANK3, EIF4G1, and HIPK1) associated with PDA. The gene discussed is NES; the disease is Patent ductus arteriosus.