In the study, participants inhaled nicotine, yet they showed significantly different brain activity, researchers said.
"Our research group has begun to show that beliefs are as powerful a physical influence on the brain as neuroactive drugs," said Read Montague, director of the Computational Psychiatry Unit at the Virginia Tech Carilion Research Institute and lead author of the study.
Nicotine has formidable effects throughout the brain, especially in the reward-based learning pathways. Nicotine teaches the brain that smoking leads to reward.
In this study, scientists tracked the brain responses using functional magnetic resonance imaging.
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"We suspected that we would be able to see neural signals based on the subjects' belief rather than their actual nicotine intake," said Montague.
After smoking cigarettes, volunteers played a reward-based learning game while their brains were scanned. The subjects viewed a historical stock price graph, made an investment, and repeated the cycle multiple times.
Researchers used computational models of learning signals thought to be generated by the brain during these kinds of tasks. In each subject, the individually tracked signals were specifically influenced by beliefs about nicotine.
The scientists also found people who believed they had smoked nicotine had significantly higher activity in their reward-learning pathways. Those who did not believe they had smoked nicotine did not exhibit those same signals.
"It was the belief alone that modulated activity in the learning pathway. This goes beyond the placebo effect," Montague said.
Multiple studies support the placebo effect, showing sham treatments can improve a patient's condition simply because the person believed it would be helpful.
The study was published in the journal PNAS.