People whose breath has high concentrations of both hydrogen and methane gases are more likely to have a higher body mass index and percentage of body fat, according to the study.
The combination of the two gases signals the presence of a microorganism that may contribute to obesity.
A person exhales larger amounts of hydrogen and methane gases when a microorganism called Methanobrevibacter smithii (M smithii) colonises the digestive tract.
Previous research has shown that M smithii is the predominant organism in the human gastrointestinal tract responsible for methane production.
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"When M smithii becomes overabundant, however, it may alter the balance in a way that makes the human host more likely to gain weight and accumulate fat," Mathur said.
M smithii scavenges hydrogen from other microorganisms and uses it to produce methane, which is eventually exhaled.
Researchers theorise that the interaction helps hydrogen-producing microorganisms extract nutrients from food more efficiently, which encourages weight gain and obesity in the human host. These microorganisms also may play a role in insulin signalling and regulation.
The prospective study analysed the breath content of 792 people. Based on the breath tests, four patterns emerged. The subjects either had normal breath content, higher concentrations of methane, higher levels of hydrogen or higher levels of both gases.
The people whose breath test contained higher concentrations of both hydrogen and methane tended to have higher body mass indexes and higher percentages of body fat.
The study will be published in The Endocrine Society's Journal of Clinical Endocrinology & Metabolism (JCEM).