We firstly identified 7 totally novel candidate genes (MAP3K1, MYC, VAV2, WDR5, RXRA, APLNR, TJP1, ERCC2, FOSB, CHRNA4) associated with PDA. Here, APLNR is linked to Patent ductus arteriosus.