Fixed single-cell RNA profiling identified IL-17A/F-producing γδ T cells, ILC3s, and Th17 cells, cooperative roles of M1- and M2-like macrophages, and dual roles of neutrophils during severe dengue. Here, IL17A is linked to dengue disease.