We show that upregulation of Golph3l by Klf5 facilitates TNF‐α and TNFSF12 secretion from AngII‐stimulated VSMCs by modulating the Golgi morphology, which is essential for AIP in VSMCs and aortic aneurysm formation. Here, KLF5 is linked to aortic aneurysm.