Compare amino acids with the other options: Steroids, fatty acids, and carbohydrates do not typically contain nitrogen as a fundamental component of their structure. Steroids are derived from cholesterol, fatty acids are long hydrocarbon chains, and carbohydrates are composed of carbon, hydrogen, and oxygen.