It's true.
Cyclonic forces that allow hurricanes to form rotate in opposite directions in each hemisphere. Clockwise in the Southern, counterclockwise in the northern.
If, by some chance, a hurricane were to by its own exorbitant momentum cross the equator, the change in direction in those cyclonic forces would tear the storm apart quickly.
That's also why the areas around the equator are known as The Doldrums, with very little prevailing wind—and why there's a huge Sahara Desert.