The invention relates to fusion proteins and bacteria encoding them. The fusion proteins include a ligand-binding domain interposed between the splicing domains of an intein. An auxotroph-relieving protein domain is fused to one of the splicing domains so that the auxotroph-relieving function of the domain is activated upon ligand binding. The fusion proteins can be expressed in bacterial cells and used as sensors of binding of compounds with the ligand-binding domain of proteins such as the human estrogen receptors or the human thyroid hormone receptor. The bacterially expressed fusion proteins can detect and report agonist and antagonist activity characteristic of the naturally-occurring hormone with the ability to modulate the function of the protein from which the ligand-binding domain of the fusion protein is derived.