Trans fats both raise bad cholesterol, or LDL, and cause good cholesterol, or HDL, to drop, while saturated fats only raise LDL. Moreover, trans fats are linked to ailments such as diabetes and dementia, said Walter Willett, chairman of the department of nutrition at Harvard University's School of Public Health.