Compare the structures of NADH, Coenzyme A, and FAD to ATP. NADH is a coenzyme involved in redox reactions and has a nicotinamide base, which is structurally different from ATP. Coenzyme A contains a pantothenic acid unit and a thiol group, which are not similar to ATP's structure. FAD is a flavin adenine dinucleotide, which includes a riboflavin moiety, differing significantly from ATP's structure.