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Updated: Mar 22, 2026

Microbiota Analysis Using Two-step PCR and Next-generation 16S rRNA Gene Sequencing
Published on: October 15, 2019
Population-level analysis of gut microbiome variation
Gwen Falony1, Marie Joossens2, Sara Vieira-Silva1
1KU Leuven-University of Leuven, Department of Microbiology and Immunology, Leuven, Belgium. VIB, Center for the Biology of Disease, Leuven, Belgium.
Healthy gut microbiome composition is influenced by various factors, with stool consistency and medication having significant impacts. Early-life events do not appear to affect adult gut microbiota.
Area of Science:
- Microbiology
- Human Gut Microbiome Research
- Population Health Studies
Background:
- The variation within the fecal microbiome of the average, healthy population is not well understood.
- Previous studies have not extensively investigated the factors influencing gut microbial composition in large, healthy cohorts.
Purpose of the Study:
- To analyze fecal microbiome variation in healthy individuals using two independent cohorts.
- To identify factors associated with gut microbiota composition and validate findings across datasets.
- To understand the relationship between host covariates and microbial composition.
Main Methods:
- Analysis of two large, phenotyped cohorts: the Belgian Flemish Gut Flora Project (FGFP) and the Dutch LifeLines-DEEP (LLDeep) study.
- Integration of data with global microbiome datasets for a combined analysis (N=3948).
- Statistical analysis to identify associations between 69 clinical and questionnaire-based covariates and microbiota composition.
Main Results:
- A core microbiota of 14 genera was identified, though total gut diversity remains underexplored.
- Sixty-nine host covariates were associated with microbiota variation, with a 92% replication rate across cohorts.
- Stool consistency had the largest effect size, while medication explained the most variance and interacted with other associations.
- Early-life events like birth mode did not significantly impact adult microbiota composition.
Conclusions:
- Host factors, particularly stool consistency and medication, significantly influence gut microbiome composition in healthy individuals.
- The identified associations between host covariates and microbial composition highlight the need to include these factors in future study designs.
- While a core microbiota exists, significant inter-individual variation persists, indicating a need for further exploration of gut diversity.
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