We identified potentially independent genome-wide significant lead variants for four loci located on chromosome 1 (two secondary lead variants), 5, 11 and 20. To evaluate if these variants were independent from the lead variants, we performed association analyses of the secondary variants while conditioning on the index variant in the locus using COJO as implemented in GCTA21.