If it was me I would let the neighbors have the combined shower. This way no one will feel left out.
I would then plan a
special girls day for you and your friend. Call her up and invite her to lunch, get your nails done, shopping...what ever you think she would like to do.
You will have a whole lot more fun with just the two of you anyway.