The linked article actually describes limitations with low carbohydrate diets. Attempts to make up yhe caloric deficiency with only protein is bad as the body struggles to keep nitrogen balance.

Given plenty of carbohydrates, it is possible to survive long term on very limited supply of essential fatty acids as well as proteons.