The incidence of COVID-19-related pneumonia is associated to overall body resistance, which in turn depends on age. Drugs such as IL-7 (which restores the aged thymus) and some others can increase resistance and reduce the likelihood of infection. Therefore, the severity of the pandemic can be reduced.
Here is an article about possible causes of thymus involution
https://www.researchgate.net/publication/286612793