To expand the search for severity modifying variants, we conducted a two-stage (pooled genome wide genotyping followed by individual genotyping in the top signals from stage one) association study on a sample of Thai Hb E/β0 thalassemia patients. This evidence concerns the gene GSTM1 and thalassemia.