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. Here, HIPK1 is linked to Patent ductus arteriosus.