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Updated: Apr 26, 2026

Microbiota Analysis Using Two-step PCR and Next-generation 16S rRNA Gene Sequencing
Published on: October 15, 2019
Gut microbiota modulation of regulatory DNA elements revealed by massively parallel functional characterization
Chadmirah Zaratiana1, Yiamunaa M1, Yong-An Lee1
1Genome Institute of Singapore, Agency for Science, Technology and Research (A(∗)STAR), Singapore 138672, Singapore.
This study reveals how gut microbes influence liver gene regulation through cis-regulatory elements (CREs) in vivo. These findings uncover novel microbiota-dependent mechanisms controlling hepatic gene expression.
Area of Science:
- Genomics
- Molecular Biology
- Hepatology
Background:
- Cis-regulatory elements (CREs) are crucial for gene regulation in liver cells (hepatocytes).
- Current functional annotations of CREs often rely on in vitro models, which may not accurately reflect physiological conditions in vivo.
- Understanding in vivo regulation is essential for comprehending liver function and disease.
Purpose of the Study:
- To systematically profile and functionally annotate human liver-derived CREs under matched in vitro and in vivo conditions.
- To investigate the role of gut microbiota-derived signals in modulating hepatic CRE activity and gene expression.
- To identify transcription factors and pathways involved in in vivo regulation of hepatic CREs.
Main Methods:
- Massively parallel reporter assays (MPRAs) were used to profile 109,386 human liver-derived CREs.
- Hepatocytes were studied under both in vitro and in vivo conditions for comparative analysis.
- Chromatin marks (H3K27ac) and accessibility were analyzed, alongside transcription factor binding and microbial metabolite treatments.
Main Results:
- Identified in vivo-active functional CREs (fCREs) enriched for specific epigenetic marks and transcription factor binding.
- Demonstrated that gut microbiota signals modulate fCRE activity and target gene expression in vivo, partly through the KEAP1/NFE2L2 antioxidant pathway.
- Showed that microbial metabolites directly impact fCRE activity and that genetic variations within fCREs influence their response to microbial signals.
Conclusions:
- Gut microbiota significantly influences hepatic CRE activity and gene expression in vivo.
- Revealed condition-specific gene regulatory mechanisms in the liver, highlighting the importance of the in vivo environment.
- Established a link between microbial metabolites, hepatic fCREs, and the KEAP1/NFE2L2 pathway, offering insights into liver physiology and potential therapeutic targets.
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