Objective: Abdominal Aortic Aneurysm (AAA) is a life-threatening vascular disease with a high risk of rupture. Current treatments rely on surgery, as effective drug therapies remain unavailable due to limited understanding of disease mechanisms and a lack of therapeutic targets. This study aims to identify potential targets for pharmacological intervention through global proteomic and acetylomic analyses in an AAA mouse model. Approach and Results: Proteomic and acetylomic analyses identified 7,858 quantifiable proteins and 1,790 acetylated proteins with 4,581 acetylation sites. Bioinformatics analysis revealed that histones were significantly involved in pathways co-regulated by the proteome and acetylome, influenced by histone acetyltransferases and deacetylases. These findings suggest that histone modifications play a key role in inflammatory responses and immune dysregulation in AAA. Conclusion: This study proposes that Sirt2 and Sirt5 may inhibit neutrophil extracellular trap (NET) formation by suppressing histone acetylation, potentially slowing AAA progression. These findings highlight the therapeutic potential of the sirtuin family, providing a basis for future drug development.