Fats, Oils and Frankenstein-Fats

Butter, lard and coconut oil were used by our grandparents or great-grandparents. 

Yet back then, obesity, diabetes and Alzheimer's rates were lower.

So how did natural fats end up being replaced by Frankenstein fats?