PDA produces multiple factors to inhibit glucose sensitivity in pancreatic islet beta cells which finally leads to a delayed insulin secretion peak (Tan et al., 2014; Parajuli et al., 2020; Wang et al., 2020). Here, INS is linked to Patent ductus arteriosus.