In this study, DEGs related to flavonoid biosynthesis, including CHS, F3H, DFR and LDOX, were induced by A. alternata infection, especially at the early stage of infection (Fig. 3B), which indicated that poplar defends against A. alternata by inducing the production of flavonoids. The gene discussed is LYST; the disease is infection.