Although most of the antibodies did not improve the performance of the baseline model, it is worth noting that AMA1 specific antibodies and FCGR3B-c.233C>A under the additive and dominant models of inheritance, can discriminate children of low and higher risk of malaria. The gene discussed is FCGR3B; the disease is malaria.