The application of imputation-based fine-mapping across the extended HLA region provided a confident datum to show that HLA-DRB1*04:05 allele as a protective factor against typhoid fever with its genotyped single nucleotide polymorphism (SNP), rs7765379. Here, HLA-DRB1 is linked to typhoid fever.