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Large-scale biosynthetic analysis of human microbiomes reveals diverse protective ribosomal peptides

Author

Listed:
  • Jian Zhang

    (Pokfulam Road)

  • Dengwei Zhang

    (Pokfulam Road)

  • Yi Xu

    (Southern Medical University)

  • Junliang Zhang

    (Pokfulam Road)

  • Runze Liu

    (Pokfulam Road)

  • Ying Gao

    (Pokfulam Road)

  • Yuqi Shi

    (Pokfulam Road)

  • Peiyan Cai

    (Pokfulam Road)

  • Zheng Zhong

    (Pokfulam Road)

  • Beibei He

    (Pokfulam Road)

  • Xuechen Li

    (Pokfulam Road)

  • Hongwei Zhou

    (Southern Medical University)

  • Muxuan Chen

    (Southern Medical University)

  • Yong-Xin Li

    (Pokfulam Road)

Abstract

The human microbiome produces diverse metabolites that influence host health, yet the chemical landscape of ribosomally synthesized and post-translationally modified peptides (RiPPs)—a versatile class of bioactive compounds—remains underexplored. Here, we conduct a large-scale biosynthetic analysis of 306,481 microbial genomes from human-associated microbiomes, uncovering a broad array of yet-to-be-discovered RiPPs. These RiPPs are distributed across various body sites but show a specific enrichment in the gut and oral microbiome. Big data omics analysis reveals that numerous RiPP families are inversely related to various diseases, suggesting their potential protective effects on health. For a proof of principle study, we apply the synthetic-bioinformatic natural product (syn-BNP) approach to RiPPs and chemically synthesize nine autoinducing peptides (AIPs) for in vitro and ex vivo assay. Our findings reveal that five AIPs effectively inhibit the biofilm formation of disease-associated pathogens. Furthermore, when ex vivo testing gut microbiota from mice with inflammatory bowel disease, we observe that two AIPs can regulate the microbial community and reduce harmful species. These findings highlight the vast potential of human microbial RiPPs in regulating microbial communities and maintaining human health, emphasizing their potential for therapeutic development.

Suggested Citation

  • Jian Zhang & Dengwei Zhang & Yi Xu & Junliang Zhang & Runze Liu & Ying Gao & Yuqi Shi & Peiyan Cai & Zheng Zhong & Beibei He & Xuechen Li & Hongwei Zhou & Muxuan Chen & Yong-Xin Li, 2025. "Large-scale biosynthetic analysis of human microbiomes reveals diverse protective ribosomal peptides," Nature Communications, Nature, vol. 16(1), pages 1-16, December.
  • Handle: RePEc:nat:natcom:v:16:y:2025:i:1:d:10.1038_s41467-025-58280-w
    DOI: 10.1038/s41467-025-58280-w
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    1. Himel Mallick & Ali Rahnavard & Lauren J McIver & Siyuan Ma & Yancong Zhang & Long H Nguyen & Timothy L Tickle & George Weingart & Boyu Ren & Emma H Schwager & Suvo Chatterjee & Kelsey N Thompson & Je, 2021. "Multivariable association discovery in population-scale meta-omics studies," PLOS Computational Biology, Public Library of Science, vol. 17(11), pages 1-27, November.
    2. Yi Duan & Cristina Llorente & Sonja Lang & Katharina Brandl & Huikuan Chu & Lu Jiang & Richard C. White & Thomas H. Clarke & Kevin Nguyen & Manolito Torralba & Yan Shao & Jinyuan Liu & Adriana Hernand, 2019. "Bacteriophage targeting of gut bacterium attenuates alcoholic liver disease," Nature, Nature, vol. 575(7783), pages 505-511, November.
    3. Xiaoqian Lin & Tongyuan Hu & Jianwei Chen & Hewei Liang & Jianwei Zhou & Zhinan Wu & Chen Ye & Xin Jin & Xun Xu & Wenwei Zhang & Xiaohuan Jing & Tao Yang & Jian Wang & Huanming Yang & Karsten Kristian, 2023. "The genomic landscape of reference genomes of cultivated human gut bacteria," Nature Communications, Nature, vol. 14(1), pages 1-11, December.
    4. Pipat Piewngam & Yue Zheng & Thuan H. Nguyen & Seth W. Dickey & Hwang-Soo Joo & Amer E. Villaruz & Kyle A. Glose & Emilie L. Fisher & Rachelle L. Hunt & Barry Li & Janice Chiou & Sujiraphong Pharkjaks, 2018. "Pathogen elimination by probiotic Bacillus via signalling interference," Nature, Nature, vol. 562(7728), pages 532-537, October.
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