Abstract

Diet influences health as a source of nutrients and toxins, and by shaping the composition of resident microbial populations. Previous studies have begun to map out associations between diet and the bacteria and viruses of the human gut microbiome. Here we investigate associations of diet with fungal and archaeal populations, taking advantage of samples from 98 well-characterized individuals. Diet was quantified using inventories scoring both long-term and recent diet, and archaea and fungi were characterized by deep sequencing of marker genes in DNA purified from stool. For fungi, we found 66 genera, with generally mutually exclusive presence of either the phyla Ascomycota or Basiodiomycota. For archaea, Methanobrevibacter was the most prevalent genus, present in 30% of samples. Several other archaeal genera were detected in lower abundance and frequency. Myriad associations were detected for fungi and archaea with diet, with each other, and with bacterial lineages. Methanobrevibacter and Candida were positively associated with diets high in carbohydrates, but negatively with diets high in amino acids, protein, and fatty acids. A previous study emphasized that bacterial population structure was associated primarily with long-term diet, but high Candida abundance was most strongly associated with the recent consumption of carbohydrates. Methobrevibacter abundance was associated with both long term and recent consumption of carbohydrates. These results confirm earlier targeted studies and provide a host of new associations to consider in modeling the effects of diet on the gut microbiome and human health.

Highlights

  • Humans live in association with immense populations of bacteria, viruses, fungi and archaea [1,2,3,4,5,6,7,8]

  • A short term controlled feeding study showed changes in the gut microbiota associated with the dietary interventions, but not a change in the overall structure of the bacterial community analyzed, supporting a role for long-term diet in determining the structure of the gut microbiome [10]

  • Volunteers were screened to be free of chronic gastrointestinal disease, cardiac disease, diabetes mellitus or immunodeficiency diseases, to have a normal bowel frequency, and body mass index (BMI) between 18.5 and 35

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Summary

Introduction

Humans live in association with immense populations of bacteria, viruses, fungi and archaea [1,2,3,4,5,6,7,8]. We reported correlations of long-term dietary patterns in 98 individuals and the bacterial lineages present in the gut microbiota [10]. In microbial ecosystems such as the human gut, when H2 accumulates due to bacterial catabolism, archaeal growth is stimulated associated with incorporation of H2 into methane [23] Support for such syntrophy in the mammalian gut has been shown in a gnotobiotic mouse model, where cocolonization by M. smithii and Bacteroides thetaiotaomicron promoted increased growth of both species compared to mono-colonization [28]. We hypothesized that the gut archaea and fungi are influenced by both diet and the other microorganisms present We investigated these ideas in a cohort of 96 healthy individuals who were previously characterized for their bacteria/ diet relationships [10]. Analysis showed notable correlations of the three Domains of life with each other, and with dietary components– these data begin to specify potential multi-domain trophic interactions in the human gut microbiota

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