I'm paying of a PPOR for $305,000 by myself, on $50,000 (after tax). So I am sure you can afford it with $100,000 + rent! :)
But it would come down to budgeting, not everyone can live on a low amount for groceries...I might be able to survive on $50 a week groceries, but you might want $130 a...