Here, we found the CD8+ T cells, Macro_CXCL3 and Naïve B cells had the higher PRGs than others, which suggests these immune cells subsets might mainly depend on regulatory of pyroptosis to promote the development of AAA. Here, CXCL3 is linked to triple-A syndrome.