In the present study, we found that the development of lymphopenia in severe patients was related to the significantly decreased absolute counts of CD4+ T cell and CD8+ T cell and reduced counts of CD19+B cell, indicating SARS-CoV-2 may impair cellular and humoral immunity at an early stage. The gene discussed is CD4; the disease is lymphopenia.