Higher PC2 scores likely represented prior immunity but lack of recent infections, (high MSP1, low LSA-1, low CSP), and were also associated with known predictors of prior malaria infections such as increasing age, male sex, living in a rural area, net ownership, and number of bed nets owned in univariate analysis. This evidence concerns the gene ATAD1 and infection.