The development of effective malaria elimination strategies would require a better understanding of how the different alleles of the P. falciparum’s Msp1 and Msp2 genes are linked to malaria severity and how the alleles circulate in the field between sexes and between seasons. Here, ATAD1 is linked to malaria.