Our efforts to generate a model of severe COVID-19 in otherwise healthy mice demonstrate that overexpression of ACE2 in the brain and lung confers highly reproducible lethality and respiratory failure following infection with the more virulent SARS-CoV-2 WA-1 strain. Here, ACE2 is linked to respiratory failure.