As you heat any oil, the number of smelly, toxic aldehyde chemicals goes up steadily — and soybean oil spikes the most right at frying temperatures.

The kind of fat in an oil—like how much linolenic, linoleic, or oleic acid it has—decides what chemicals are made when you heat it up, and how much of them.