Yes. You can use whole wheat flour but you may need a bit more water because whole wheat flour will absorb more liquid than regular flour. Figure on using an additional 2 tbsp of water for each cup of whole wheat flour used. You may want to start by using 25% whole wheat flour and then increasing the amount to suit your taste. Whole wheat flour will affect the taste and texture of this homemade bread.