Isolated nucleic acids encoding polypeptides that exhibit butyrylcholinesterase (BChE) enzyme activity are disclosed, along with molecular criteria for preparing such nucleic acids, including codon optimization. Methods of preparing modified and/or truncated BChE molecules having selected properties, especially selective formation of monomers, are also described. Vectors and cells containing and/or expressing the nucleic acids are also disclosed.