ACE2 and COVID-19: Conversely, some studies have reported lower levels of ACE-2 among smokers compared to nonsmokers [21, 22], and one preliminary meta-analysis of five studies in China stated smoking may not be significantly associated with an increased risk of severe disease among COVID-19 patients [23].