Here we revealed that the COVID-19-associated lymphopenia included not only depletion of CD8+ T cells but also significant loss of innate-like T cells, including MAIT, γδ T, and NKT cells, similarly reported by another study13,32. Here, CD8A is linked to COVID-19.