Study leader Mercedes Carnethon of the Feinberg School of Medicine at Northwestern University in Chicago said this sort of obesity paradox had been observed before in chronic diseases such as heart and kidney failure - but it does not mean gaining weight is a good way to improve your prognosis if you get the disease.