In this study, we found that CD34+CD38- early HPCs were preferentially depleted during chronic HIV-1 infection, which correlated with the depression of hematopoiesis development and dysregulated gene expression in bulk Lin-CD34+ HPCs. The gene discussed is CD38; the disease is HIV-1 infection.