To demonstrate potential cost savings adopting a two-stage design, we first assume a minimum sample size for a one-stage design into type 2 diabetes, i.e. 3000 cases and 3000 controls. Table 2 shows how the different optimal designs for a two-stage study depend on disease allele frequency and GRR.