Information on the risk factors for a severe course of COVID-19 in persons of working age is incomplete. DKMS, a charitable organization, registers volunteers between 18 and 61 years of age for potential stem cell donation. The aim of the study was to identify risk factors for severe COVID-19 in this population. The institutional review board of TU Dresden (IRB00001473) approved the study. All participants provided their consent.