In this study, we first analyzed the gene expression characteristics of T. polysporum HZ-31 during three different periods after infection of A. fatua L. at the transcriptome level, and found the key disease-causing genes to be AROF, ADH2, PHA2, and GDH, which are related to the synthesis of the secondary metabolites of the pathogen. The gene discussed is ADH4; the disease is infection.