Out of brown sugar, no problem! You can still make this sauce. You could use regular white sugar and add 1/2 teaspoon of molasses to it. Doing this shouldn't really change the way the sauce tastes too much. Another option would be to use maple syrup, but this will change the way it tastes a fair amount.