The big-data methods used by the researchers also open up a promising avenue in drug innovation, they reported in the journal Nature.
In experiments with mice, the new compound -- identified after screening "trillions" of candidates -- activated a known molecular pathway in the brain that triggers pain suppression.
But unlike morphine and prescription drugs such as oxycodone or oxycontin, it did not switch on a second pathway that can slow or block normal breathing.
Nor did the new drug -- dubbed PZM21 -- produce addiction in the lab mice, which get hooked on morphine and pharmaceutical painkillers as easily as humans.
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In experiments, the rodents showed no preference between a cubicle in which they had been administered PZM21 or one in which they received a neutral saline solution.
PZM21, the researchers summed up, offers "long-lasting analgesia coupled to apparent elimination of respiratory depression."
A third advantage of the new compound, they said, is that it does not cause constipation. In the United States, drugs designed to relieve blocked bowels due to opioids are advertised on television.
Even in the era of modern medicine, morphine -- derived from the opium poppy -- has remained the painkiller of choice, whether for post-op recovery or on the battlefield.
"But it is obviously dangerous too," said Brian Shoichet, a professor at the University of California's School of Pharmacy in San Francisco, and one of three senior authors of the study.
"People have been searching for a safer replacement for standard opioids for decades."
Most such efforts have tried to tweak the drug's chemical structure to get rid of the side-effects.
They focused instead on the so-called opioid receptor in the brain which triggers a chemical reaction leading to pain suppression when activated.
Only a molecule that successfully "docks" with the receptor -- like a key turning a lock -- would work.
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