In this study, we found that FOSB, an exosome-related gene, was involved in the occurrence and progression of AAA using bioinformatical method and machine learning, and validated the expression of FOSB, CCR7, IL1B, and MMP9 in AAA mice model. The gene discussed is MMP9; the disease is triple-A syndrome.