As food smell almost always is detected before taste, the findings identify one of the first sensory qualities that signals whether a food contains fat.
Innovative methods using odour to make low-fat foods more palatable could someday aid public health efforts to reduce dietary fat intake, researchers said.
"The human sense of smell is far better at guiding us through our everyday lives than we give it credit for," said senior author Johan Lundstrom, a cognitive neuroscientist at The Monell Chemical Senses Center, US.
As the most calorically dense nutrient, fat has been a desired energy source across much of human evolution. As such, it would have been advantageous to be able to detect sources of fat in food, just as sweet taste is thought to signal a source of carbohydrate energy.
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Although scientists know that humans use sensory cues to detect fat, it still remains unclear which sensory systems contribute to this ability.
While previous research had determined that humans could use the sense of smell to detect high levels of pure fat in the form of fatty acids, it was not known whether it was possible to detect fat in a more realistic setting, such as food.
Researchers asked healthy subjects to smell milk containing an amount of fat that might be encountered in a typical milk product.
The milk samples were presented to blindfolded subjects in three vials.
Two of the vials contained milk with the same per cent of fat, while the third contained milk with a different fat concentration. The subjects' task was to smell the three vials and identify which of the samples was different.
The second experiment repeated the first study in a different cultural setting, the Wageningen area of the Netherlands.
The third study, also conducted in Philadelphia, examined olfactory fat detection both in normal-weight and overweight subjects.
In all three experiments, participants could use the sense of smell to discriminate different levels of fat in the milk.
The study was published in the journal PLOS ONE.