Think about it:

In a "Y" up system (right hand rule), the Z axis points downward and to the left.

Rotate this system such that "Z" is now up. In this system, the Y axis points upward to the right, the opposite of where "Z" pointed in the Y up system.

So coordinates along this axis need a change in sign.