Like they said, go for it! But having the right shoes is probably going to be pretty important for you. And if you're worried about joint damage, it never hurts to run on softer surfaces (grass, dirt, etc.) - it actually uses more muscles to trail run vs. road run so you'll burn slightly more calories too.