Pyrosequencing in conjunction with a haplotype-estimating algorithm provides accurate estimates of haplotypes present in infections with up to 3 haplotypes, and can be used to monitor genetic diversity in parasite populations prior to and following introduction of MSP-1-based malaria vaccines. This evidence concerns the gene ATAD1 and malaria.