I'm pretty sure you're referring to the poor health outcomes correlating with high caloric intake, which afaict, come from people's consumption of heating oils (seed oils): https://en.wikipedia.org/wiki/Vegetable_oil

There's bound to be mixups what talking about sugars and fats. But these fuel oils are really really bad for us. We've demonized sugars unnecessarily. Right?