Ketogenic amino acids are a class of amino acids that can be converted into ketone bodies during metabolic processes, particularly during times of fasting or low carbohydrate intake. These amino acids are crucial for energy production, especially when glucose availability is limited, as they provide an alternative energy source for tissues such as the brain and muscles.