That our NPC1 models predicted the infection status of bats from multiple families with high accuracy (Tables 3 and S5) suggests that available bat trait and phylogenetic data do not adequately capture cross-species differences in immune functioning that can explain infection status. Here, NPC1 is linked to infection.