While pathogenic variants in TNFRSF13B have been shown in individual cases to result in COVID-19 mortality, of the individual variants in the other main genes identified in our study, to the best of our knowledge, none were previously consistently individually associated with mortality due to any viral infection in particular. Here, TNFRSF13B is linked to COVID-19.