Provided herein are immunogenic compositions against Plasmodium, comprising an immunogenic polypeptide. Also provided are methods of immunizing a subject against Plasmodium, methods of eliciting an immune response in a subject against Plasmodium, and methods of identifying parasite genes driving medically important selectable phenotypes.