Researchers dispute 2014 claim that humans can distinguish 1 trillion odors
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An Arizona State University (ASU) researcher is calling into question recent findings that the human nose is capable of distinguishing at least 1 trillion odors.
Rick Gerkin, an assistant research professor with ASU School of Life Sciences, said the data used in a study made public last year does not support this claim.
According to Gerkin, this is important because findings from the 2014 study published in the journal Science are already making their way into neuroscience textbooks, misinforming up-and-coming investigators and cutting off potentially productive lines of research that do not adhere to those findings. Researchers from Rockefeller University and Howard Hughes Medical Institute authored that paper.
The new paper challenging the findings appears in the journal eLife.
“We disagree with several aspects of the 2014 study,” said Gerkin, who co-authored the paper with Jason Castro, a professor with Bates College in Maine. “First, the assertion that humans can discriminate between at least 1 trillion odors is based on a fragile mathematical framework — one that’s capable of creating nearly any result with small variations in the data or the experiment design. So the result in question could be tens of orders of magnitude — a factor of one with dozens of zeros after it — larger or smaller than first reported."
Castro added: “We also point out that the conclusion in the 2014 paper relies heavily on untested assumptions about smell perception. And the equation used actually shows that the number of distinguishable smells is fewer than 1 trillion, not more, making the original claim inaccurate, and in fact the exact opposite of what the calculation actually shows.”
Gerkin and Castro show in their paper that if the experiment had used approximately 100 additional subjects, the same analysis would have shown that the human nose could discriminate all possible odors — clearly at odds with the data in the 2014 paper. Moreover, had the researchers used a slightly more conservative statistical analysis, it would have shown that humans can distinguish only 5,000 odors — about the same number generally believed to be true prior to 2014.
Gerkin and Castro showed that the number of smells estimated in the 2014 paper was heavily dependent on the number of participants in the experiment, and on the strictness of a statistical test that paper employed. In their paper, they show that by choosing alternative values for those parameters — ones that could reasonably have been used in a parallel experiment — it becomes possible to estimate any number of smells from the data, including the most or fewest possible from that paper's framework. Thus, the value the original paper did obtain (*) is just one of the many possible defensible estimates. Credit: Rick Gerkin and Jason Castro
According to Gerkin, the number of smells humans can discriminate is the kind of fact that could flow naturally from a deeper understanding of olfaction — something we currently lack, but which must be established to better understand olfactory health and diseases of smell.
“Scientists can easily compute the number of discriminable colors because they know the organization of color perception,” Gerkin said. “For example, think about the color wheel we learned in elementary school or the red-green-blue color values that make it possible to display color on television.
"For smells, there is no accepted ‘smell wheel’ just yet. To make one, we must first discover the organization of olfactory perception. Only then can a principled calculation be used to determine how many unique smells there really are.”
The pair added that only when olfaction is better understood can researchers develop the tools needed to address health issues related to smell disorders, which often have a profound, negative impact on human well-being.
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Gerkin RC, Castro JB. The number of olfactory stimuli that humans can discriminate is still unknown. eLife, Published July 7 2015. doi: 10.7554/eLife.08127