16 Nov 2016 --- Children who eat excessive amounts of fatty foods may not only become obese, but could also develop cognitive and psychiatric problems when they are older. That’s according to a new study suggesting that diets rich in fat deplete the levels of a key protein known to help synapses in the brain to work properly.