In fact, you should see Mail run faster and more efficiently than before. At worst, you’ll lose the draft of whatever message you were working on when you closed it, but beyond that, there should be no effect on functionality.
However, once you reopen it everything should be back in working order. Give Mail a few moments to be terminated before you relaunch the app.