The present invention provides a method of examining polycystic kidney disease or a complication of polycystic kidney disease using a gene(s) selected from the group consisting of NTNG1, POSTN, TNC, KAL1, BST1, ACAT2, INSIG1, SCD, HSD3B1, KRT7, USP40, SULT1E1, BMP6, CD274, CTGF, E2F7, EDN1, FAM43A, FRMD3, MMP10, MYEOV, NR2F1, NRCAM, PDCK1, PLXNA2, SLC30A3, SNAI1, SPOCD1, MMP1, TFPI2, HMGA2, KRTAP4-7, KRTAP4-8, KRTAP4-9, MYPN, RPPH1, and SIAE, and a method of screening for a therapeutic agent or a preventive agent therefore, and further vascular endothelial cells or vascular mural cells obtained via differentiation induction from iPS cells formed from a somatic cell of a subject suffered from polycystic kidney disease and having cerebral aneurysm as a complication.