Are Runners Less Likely to Develop COVID-19?

In this weird time of COVID-19, I have heard some strange suggestions regarding how you can prevent infection. Things like drinking colloidal silver, eating more oranges, and bathing in vinegar all come to mind. But one that has seriously piqued my interest is the suggestion that those who participate in serious endurance exercise (AKA runners)