Conjugates of a cholinesterase moiety and one or more nonpeptidic, water soluble polymers are provided. Typically, the nonpeptidic, water soluble polymer is poly(ethylene glycol) or a derivative thereof. Also provided, among other things, are compositions comprising conjugates, methods of making conjugates, and methods of administering compositions to a patient.