 Consumption of large amounts of saturated and trans fats has been linked to a higher risk for some cancers including prostate cancer.Eating deep-fried foods has also been linked to higher cholesterol levels, obesity, heart attacks, and diabetes.Deep-fried foods cooked at certain temperatures can also contain acrylamide, a possible carcinogen.