Filtering SNPs based on imputation quality metrics (e.g., R2 < 0.3) prior to GWAS analysis is not recommended because of the potential to miss true associations (Beecham et al. 2010). Instead, substantiating imputed SNP associations requires quality assessment and replication testing in independent studies, both of which will be even more important for data imputed across arrays.