A matrix Q is orthogonal if and only if its transpose and inverse are equal:
This makes the following true, where I is the Identity Matrix:
The way to prove this is to do the following:
Start with
Change I on the right using 
If Q operating on a first thing equals Q operating on a second thing, the first thing and the second thing are equal.
