ATAD1 and infection: Both kernel and distance weighted prevalence analysis also suggested individuals living in areas of highest MSP-1 seroprevalence were at lower risk of infection, however those living in areas of intermediate seroprevalence (third quartile) were at higher risk of subsequent infection.