Using gene programs associated with immune populations in PDA [20], we found a positive correlation between IL1RN mRNA and gene programs related to CD4+ Treg, APCs, and macrophages (Fig. 5A). This evidence concerns the gene IL1RN and Patent ductus arteriosus.