Most scientists think this happened when the isthmus of Panama closed blocking global ocean currents.
So, the pattern is unlikely to break until plate tectonics breaks up the North/South America land mass.
Aren't geologists supposed to know this stuff?
The North American deal is more recent ~ 3 million years or so ~ and it moved into position to support year round ice and also to restrict the flow of warmer water into the Arctic ocean basin.