It is also worth noting that p,p′-DDT, PCBs, and coffee may all play distinct roles in the etiology of PDA by altering KRAS activation, acquisition, or persistence, perhaps via indirect, non-genotoxic, or epigenetic pathways. This evidence concerns the gene KRAS and Patent ductus arteriosus.