Ten SNPs were taken forward to stage 2 in 3,351 and 3,352 individuals from the upper and lower tails of WHR, respectively. The four SNPs that reached genome-wide significance (P<5×10-8; Supplementary Table 6) have been previously identified as WHR loci in the general population.7