Research highlights from 2016 Molecular Approaches to Malaria conference. Humoral responses to Plasmodium falciparum and Plasmodium vivax malaria. Use of ‘Big data’ and ‘omics’ approaches to identify vaccine candidates. New assays to measure functional antibodies targeting malaria.