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Updated: Jul 11, 2025

Microbiota Analysis Using Two-step PCR and Next-generation 16S rRNA Gene Sequencing
Published on: October 15, 2019
Bacterial SNPs in the human gut microbiome associate with host BMI
Liron Zahavi1,2, Amit Lavon1,2, Lee Reicher1,2,3
1Department of Computer Science and Applied Mathematics, Weizmann Institute of Science, Rehovot, Israel.
Metagenome-wide association studies (MWASs) link bacterial single-nucleotide polymorphisms (SNPs) to host traits. This study identified bacterial SNPs associated with body mass index (BMI) in a large human cohort, revealing novel mechanistic insights.
Area of Science:
- Microbiome research
- Human genetics
- Metagenomics
Background:
- Genome-wide association studies (GWASs) identify human single-nucleotide polymorphisms (SNPs) linked to health traits.
- Metagenome-wide association studies (MWASs) offer a parallel approach to link bacterial SNPs to host phenotypes, potentially revealing mechanistic insights.
- Few MWAS studies have been conducted to date.
Purpose of the Study:
- To develop and apply a framework for systematically detecting bacterial SNPs associated with host phenotypes.
- To investigate the association between bacterial SNPs and body mass index (BMI) in a large human cohort.
Main Methods:
- Recruitment of 7,190 healthy individuals for gut metagenomic sampling.
- Development of a metagenome-wide association study (MWAS) framework to identify bacterial SNPs associated with host phenotypes.
- Statistical analysis to detect significant SNP-phenotype associations and independent signals, controlling for covariates.
Main Results:
- Discovery of 1,358 statistically significant associations between bacterial SNPs and host BMI, with 40 independent associations identified.
- Replication of 17 associations in a geographically distinct cohort, independent of diet, medication, or exercise.
- Identification of BMI-associated SNPs in 27 bacterial species, including 12 not detected by standard relative abundance analysis.
- Uncovered specific SNP associations in *Bilophila wadsworthia* (inflammatory pathway) and *Faecalibacterium prausnitzii* (energy metabolism).
Conclusions:
- The study demonstrates the utility of MWAS for uncovering novel host-microbe interactions at the nucleotide level.
- Findings highlight the importance of considering bacterial genetic diversity beyond species-level abundance for understanding host phenotypes like BMI.
- The results provide a foundation for further research into the functional roles of specific bacterial SNPs in human health and disease.
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