New research suggests the gut microbiome may be one of the biological pathways through which everyday habits influence long-term health. In an analysis of 6,803 adults in Japan, researchers identified two opposing microbiome-mediated patterns: one associated with healthier dietary choices and another associated with refined carbohydrates and sedentary behavior.
Two distinct microbial patterns
The study, published in Nature Medicine, used shotgun metagenomic sequencing of fecal samples from adults enrolled in the Japanese 4D cohort. The researchers examined how lifestyle factors, the gut microbiome and 15 diseases were connected.
One microbial axis was associated with health. It was enriched for microbial functions involved in metabolizing dietary components and was linked to plant-based foods, soy and dairy intake. A second, disease-associated axis was enriched in oral-derived bacteria and pathobionts—microorganisms that can contribute to disease under certain conditions. This pattern was linked to refined-carbohydrate intake and sedentary behavior.
Biological signals support the associations
The researchers found further support for the two patterns in fecal short-chain fatty acids and plasma cytokines from more than 1,700 participants. The health-oriented pattern was associated with butyrate and an anti-inflammatory host profile. The disease-oriented pattern was associated with a pro-inflammatory profile.
Butyrate is a short-chain fatty acid produced when gut microbes process certain dietary components. The study’s findings do not establish that a particular food or microbial species directly prevents disease. They do, however, provide evidence that lifestyle-associated microbiome patterns track with biological measures relevant to inflammation.
Predicting patterns beyond one cohort
The team also developed microbiome-based prediction scores, called MADE scores, to capture the lifestyle–microbiome–disease mediation patterns. In 13 independent external cohorts from the United States, China, Sweden, Russia and Australia, those scores distinguished among individual diseases.
That external validation is important because microbiome studies can be sensitive to geography, diet and population characteristics. The results suggest the framework may be useful across multiple populations, although further research will be needed to determine how it performs in clinical settings and whether changing a person’s lifestyle predictably changes their score or disease risk.
Fermented-food microorganisms were not the answer
The analysis also addressed a popular assumption about fermented foods. Starter-culture microorganisms used to ferment foods did not show statistically significant mediation of the observed health effects. In other words, the beneficial associations observed for dairy and other dietary patterns were not explained by the starter organisms themselves in this analysis.
Alcohol showed a more complicated relationship. It was associated with both health- and disease-oriented mediation patterns involving microbial use of host glycans. That result underscores that the study is mapping broad and sometimes competing biological associations, rather than delivering a simple dietary ranking.
What the findings mean
The researchers describe the gut microbiome as a key mediator between lifestyle, health and disease. Their framework could eventually support microbiome-informed approaches to health promotion and disease prevention, especially if future studies show that interventions can shift these microbial patterns in reliable and meaningful ways.
For now, the central result is more measured: lifestyle choices were associated with distinct gut-microbial and inflammatory profiles, and those profiles were linked to health and chronic disease across a large cohort. The findings reinforce the value of studying the microbiome not as an isolated collection of organisms, but as part of a broader system shaped by diet, activity and other modifiable behaviors.
This article is based on reporting by Nature Medicine. Read the original article.
Originally published on nature.com








