Aim: To evaluate the potential usefulness of selected SNPs to predict specific HLA alleles that are associated with drug-induced hypersensitivity reactions (HSR) in different ethnic groups. Methods & results: Five specific HLA alleles known to predict HSR were tagged by seven SNPs (rs1061235-HLA-A*31:01; rs2395029-HLA-B*57:01; rs3909184-HLA-B*15:02; rs9469003-HLA-B*58:01; rs3117583-HLA-B*58:01; rs9270986-HLA-DQA1*01:02 and rs3129900-HLA-DQA1*01:02). DNA from 24 African–Americans, 56 Asian, 44 Caucasians and 36 Hispanics of known high resolution HLA-A, B and DQA1 status were genotyped for tagSNPs using TaqMan. Sensitivity and specificity were considered the primary end points and were 100% across the four populations for rs2395029-HLA-B*57:01. SNP prediction of HLA-A*31:01 had 100% sensitivity and 84% specificity. Conclusion: This study demonstrates the utility of SNP tagging as a ‘real time’ approach to predict or exclude the presence of specific HLA alleles of known importance to HSR across diverse ethnic groups. Original submitted 24 April 2014; Revision submitted 2 April 2015