Amino acid residues are the individual amino acids incorporated into a protein or enzyme. They are called residues because they are the remaining parts of amino acids after a water molecule is released during the formation of a peptide bond. These residues play a pivotal role in the structure and function of enzymes, acting as the active sites where catalytic reactions occur.