Among the three genes overlapped in Banner and ROSMAP PWAS, RAB3B and MTERFD2 were also verified by TWAS to be associated with vertigo at mRNA-level, emphasizing that genetic risk variants likely confer risk of vertigo by regulating messenger RNA expression and protein abundance of these genes. The gene discussed is MTERF4; the disease is Vertigo.