We observed expression of several genes, whose alteration contributes to PDA progression including Tgfb2 and Ctnnb1 in cluster 0 and Ppp1r1b, Smarca4, and Tgfb1 in cluster 1. The gene discussed is PPP1R1B; the disease is Patent ductus arteriosus.