In pathway analysis with correlated genes with these two candidate genes (FRZB and C1orf24), we showed the pathways were related to VSMC and elastin fiber formation, which might imply these candidate genes are involved in aneurysm integrity. This evidence concerns the gene NIBAN1 and aneurysm.