The Gut Microbiome’s Supersized Role in Shaping Molecules in our Blood

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Metabolites associated with both genetics and the microbiome. (A) The 20 metabolites with the highest total R² that were significantly associated with both host genetics and the microbiome. Blue and green colored bars denote individual R² values in genetics-only and microbiome-only regression models, respectively. Gray bars denote R² values from regression using joined genetics and microbiome data. 0.9% of the variance in butyrylcarnitine plasma abundance was explained by microbial features (i.e. too little to be visible in the barplot). (B) R² values obtained by either adding individual contributions of genetics and the microbiome (additive) or by performing a joint regression (joint). The difference between the two groups indicates a small, but nonetheless significant, overlap in variance explained by genetics and the microbiome. However, the variances explained by host genetics and the microbiome were largely additive. Stars denote significance (*** -p<0.001).
Metabolites associated with both genetics and the microbiome. (A) The 20 metabolites with the highest total R² that were significantly associated with both host genetics and the microbiome. Blue and green colored bars denote individual R² values in genetics-only and microbiome-only regression models, respectively. Gray bars denote R² values from regression using joined genetics and microbiome data. 0.9% of the variance in butyrylcarnitine plasma abundance was explained by microbial features (i.e. too little to be visible in the barplot). (B) R² values obtained by either adding individual contributions of genetics and the microbiome (additive) or by performing a joint regression (joint). The difference between the two groups indicates a small, but nonetheless significant, overlap in variance explained by genetics and the microbiome. However, the variances explained by host genetics and the microbiome were largely additive. Stars denote significance (*** -p<0.001).

The nearly 200-year-old phrase “you are what you eat” has some new evidence. ISB researchers have found that the gut microbiome, including what we feed it, is largely responsible for the variation in circulating blood metabolites across people. This knowledge will help guide targeted interventions designed to alter the composition of the human blood metabolome.

“We know that person-to-person variation in the blood metabolome — the small molecules found in the bloodstream that can interact with all the systems of our body — can tell us a lot about health and disease status. Figuring out what governs this variation is a necessary step that gets us closer to precision approaches to healthcare,” said Dr. Sean Gibbons, an ISB faculty member and co-corresponding author of the paper.

The research team examined 930 blood metabolites that were present in more than 1,500 individuals. Over 60 percent of the detected metabolites were significantly associated with either host genetics or the gut microbiome. “Notably, 69 percent of these associations were driven solely by the microbiome, with 15 percent driven solely by genetics and 16 percent were under hybrid genetic-microbiome control,” said ISB Senior Research Scientist Dr. Christian Diener, lead author of the study. Diener and co-lead author Chengzhen Dai analyzed the de-identified metabolomic, genomic, and microbiome data from consenting patients in a consumer scientific wellness program.

They found that the blood metabolite variation explained by the microbiome was largely independent of the variation explained by the genome, even for hybrid metabolites that were significantly associated with both genetics and microbes. Additionally, certain metabolite-microbe associations were only significant in individuals with specific genetic backgrounds, indicating a nuanced interplay between the microbiome and host genetics in shaping the blood metabolome.

These new findings are promising for a couple of reasons. First, the high number of microbiome-specific metabolites suggests that much of our blood metabolome could be modified through dietary, probiotic, and other lifestyle interventions. Second, metabolites that are under stricter genetic control may not be responsive to lifestyle modification, making them targets for pharmacological interventions that directly target host pathways.

“A deeper understanding of the determinants of the blood metabolome will provide us with a window into how these circulating metabolite levels can be engineered and optimized for health,” said Dr. Andrew Magis, co-corresponding author of the paper. “Understanding which circulating small molecules fall predominantly under host versus microbiome control will help guide interventions designed to prevent and/or treat a range of diseases.”

This research was supported by the National Institutes of Health under award number R01DK133468, as well as by funds from Dr. Gibbons’ Washington Research Foundation Distinguished Investigator Award. The content published in Nature Metabolism is solely the responsibility of the paper’s authors and does not necessarily represent the official views of the National Institutes of Health.
https://isbscience.org/news/2022/11/10/the-gut-microbiomes-supersized-role-in-shaping-our-metabolome/
https://www.nature.com/articles/s42255-022-00670-1