Nonselective opioid partial agonists, such as buprenorphine, butorphanol, and pentazocine, have been widely used as analgesics and for anti-addiction therapy. However, the precise molecular mechanisms underlying the therapeutic and rewarding effects of these drugs have not been clearly delineated. Recent success in developing mu-opioid receptor knockout (MOP-KO) mice has elucidated the molecular mechanisms underlying the effects of morphine and other opioids. We have revealed the in vivo roles of MOPs in the effects of opioid partial agonists by using MOP-KO mice for behavioral tests (e.g., several kinds of antinociceptive tests for analgesic effects, conditioned place preference test for dependence). The combination of the cell culture assays using cDNA for mu, delta, and kappa opioid receptors and the behavioral tests using MOP-KO mice has provided novel theories on the molecular mechanisms underlying the effects of opioid ligands, especially opioid partial agonists.