No additional SNPs were found in the conditional GWAS; therefore, we included the genotype of NUDT15 codon 139 or NUDT15 haplotype, ABCC4, and RUNX1 in the logistic regression models to predict thiopurine-induced severe leukopenia and alopecia. The gene discussed is RUNX1; the disease is Decreased total leukocyte count.