Cell GenomicsMicrobiologyPeer-reviewed journal article
Systematically investigating and identifying bacteriocins in the human gut microbiome
Dengwei ZhangiD, Yinai Zou, Yuqi ShiiD, Junliang ZhangiD, Jing LiuiD, Gengfan WuiD, Jian ZhangiD, Ying GaoiD, Muxuan CheniD, Yong‐Xin LiiD
Abstract
Human gut microbiota produces unmodified bacteriocins, natural antimicrobial peptides that protect against pathogens and regulate host physiology. However, current bioinformatic tools limit the comprehensive investigation of bacteriocins biosynthesis, obstructing research into their biological functions. Here, we introduce IIBacFinder, a superior analysis pipeline for identifying unmodified class II bacteriocins. Through large-scale bioinformatic analysis and experimental validation, we demonstrate their widespread distribution across the bacterial kingdom, with being niche-specific and enriched in the human microbiome. Analyzing over 280,000 bacterial genomes, we reveal the diverse potential of human gut bacteria to produce these bacteriocins. Guided by meta-omics analysis, we synthesized 26 hypothetical bacteriocins from gut commensal species, with 16 showing antibacterial activities. Further ex vivo tests show minimal impact of narrow-spectrum bacteriocins on human fecal microbiota. Our study highlights the huge biosynthetic potential of unmodified bacteriocins in the human gut, paving the way for understanding their biological functions and health implications.
- organism: human
- assay: metagenomics
- research focus: cell type annotation
- research focus: gene regulatory network inference
- research focus: drug response / drug discovery
- approach: deep learning
- approach: statistical model
- Citations
- 17
- FWCI
- 7.83
- Field percentile
- top 1%
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