The argument is that the increased separation of the Antarctic land mass from South America led to the creation of the powerful Antarctic
Circumpolar Current which
acted as a kind of water barrier and effectively blocked the warmer, less salty waters from the North Atlantic and Central Pacific from moving southwards towards the Antarctic land mass leading to the isolation of the Antarctic land mass and lowered temperatures which allowed the ice sheets to form.