In inhalation therapy, drugs are deposited as aerosols on cells of the respiratory tract from the nasal or lung region. Physiologically realistic in vitro cell culture models of the pulmonary epithelium and the air-blood barrier as well as from the nasal region are commercially available. Recently, these models have been refined to mimic SARS-CoV-2 infections.