Drywall dust can stay in your lungs for a few days to a few weeks depending on the amount inhaled and the individual's respiratory system. The dust particles are small and can get trapped in the lungs, causing irritation and inflammation. It is important to wear protective gear when working with drywall to minimize the risk of inhaling dust particles.