Skip to main content

Thank you for visiting nature.com. You are using a browser version with limited support for CSS. To obtain the best experience, we recommend you use a more up to date browser (or turn off compatibility mode in Internet Explorer). In the meantime, to ensure continued support, we are displaying the site without styles and JavaScript.

Advertisement

Nature Communications
  • View all journals
  • Search
  • My Account Login
  • Content Explore content
  • About the journal
  • Publish with us
  • Sign up for alerts
  • RSS feed
  1. nature
  2. nature communications
  3. articles
  4. article
Enhancing microbial metabolic capacity through high-energy electron beam-induced intense structural variations
Download PDF
Download PDF
  • Article
  • Open access
  • Published: 19 February 2026

Enhancing microbial metabolic capacity through high-energy electron beam-induced intense structural variations

  • Xinyuan Feng1,
  • Zilong Li2,
  • Yifei Zhang3,
  • Jingping Xu3,
  • Zhenguo Xin2,
  • Jinling Yang1,
  • Mengjun Wu1,
  • Sufen Zhang4,
  • Zhiyang Yu4,
  • Dongjing Qu5,
  • Tao He5,
  • Jinmei Wu5,
  • Juping Yu3,
  • Wei Liu3,
  • Mohammad R. Seyedsayamdost  ORCID: orcid.org/0000-0003-2707-48546,7,
  • Weishan Wang  ORCID: orcid.org/0000-0001-7827-26962 &
  • …
  • Fei Xu  ORCID: orcid.org/0000-0002-0372-56431 

Nature Communications , Article number:  (2026) Cite this article

We are providing an unedited version of this manuscript to give early access to its findings. Before final publication, the manuscript will undergo further editing. Please note there may be errors present which affect the content, and all legal disclaimers apply.

Subjects

  • Industrial microbiology
  • Microbiology
  • Mutagenesis
  • Natural products

Abstract

Small-molecule metabolites are key pharmaceutical resources embedded in complex organismal metabolomes. Scalable microbial production depends on metabolic activation capacity, which in turn requires efficient genetic variation. Structural variants (SVs), key drivers of phenotypic diversity, are pivotal for organism evolution, yet their highly efficient induction remains challenging. While DNA double-strand breaks (DSBs) facilitate SVs formation, existing mutagenesis technologies struggle to balance high DSB efficiency with cellular preservation, particularly in microbial strain improvement for metabolite production. Conventional irradiation methods suffer from low SVs induction rates, making strain enhancement a lengthy and labor-intensive process. Here, we systematically compare six irradiation technologies in Streptomyces lividans 1326 and identify high-energy pulsed electron beams (HEPE) as an approach which effectively induces strong DSBs while preserving cellular integrity. This results in extensive SVs that reshape genome sequences and 3D chromatin structure, leading to activation of secondary metabolite production. By integrating HEPE with high-throughput metabolomics (HEPE-HiTMS), we discover two secondary metabolites with unusual C-N linkage, respectively. Applied across various microorganisms, HEPE enables record-high clavulanic acid and microcin J25 production, and markedly increases lovastatin yields. With its ability to induce SVs with minimal cytotoxicity, HEPE represents a powerful tool for cryptic metabolite discovery and industrial strain development.

Data availability

Genome and Hi-C sequencing data for S. lividans 1326 and its mutants have been deposited in the NCBI under BioProject PRJNA1264485. RNA sequencing data are available from the NCBI database under accession number GSE315268. Genome sequencing data for S. griseobrunneus and S. fradiae are available via NCBI under accession numbers SAMN45944959 and SAMN45945006. The mass spectrometry-based metabolomics raw data have been deposited in the MassIVE database under accession code MSV000100599. The X-ray crystallographic coordinates for structure reported in this study have been deposited in CCDC under accession number 2432012 [https://www.ccdc.cam.ac.uk/structures/search?id=doi:10.5517/ccdc.csd.cc2mmq00] Source data are provided with this paper.

References

  1. Dinglasan, J. L. N., Otani, H., Doering, D. T., Udwary, D. & Mouncey, N. J. Microbial secondary metabolites: advancements to accelerate discovery towards application. Nat. Rev. Microbiol. 23, 338–354 (2025).

  2. Scherlach, K. & Hertweck, C. Mining and unearthing hidden biosynthetic potential. Nat. Commun. 12, 3864 (2021).

    Google Scholar 

  3. Lee, S. Y. & Kim, H. U. Systems strategies for developing industrial microbial strains. Nat. Biotechnol. 33, 1061–1072 (2015).

    Google Scholar 

  4. Auton, A. et al. A global reference for human genetic variation. Nature 526, 68–74 (2015).

    Google Scholar 

  5. Alkan, C., Coe, B. P. & Eichler, E. E. Genome structural variation discovery and genotyping. Nat. Rev. Genet. 12, 363–376 (2011).

    Google Scholar 

  6. Ho, S. S., Urban, A. E. & Mills, R. E. Structural variation in the sequencing era. Nat. Rev. Genet. 21, 171–189 (2020).

    Google Scholar 

  7. Weischenfeldt, J., Symmons, O., Spitz, F. & Korbel, J. O. Phenotypic impact of genomic structural variation: insights from and for human disease. Nat. Rev. Genet 14, 125–138 (2013).

    Google Scholar 

  8. Spielmann, M., Lupiáñez, D. G. & Mundlos, S. Structural variation in the 3D genome. Nat. Rev. Genet. 19, 453–467 (2018).

    Google Scholar 

  9. Collins, R. L. & Talkowski, M. E. Diversity and consequences of structural variation in the human genome. Nat. Rev. Genet. 26, 443–462 (2025).

  10. Zhang, C.-Z. et al. Chromothripsis from DNA damage in micronuclei. Nature 522, 179–184 (2015).

    Google Scholar 

  11. Min, J. et al. Mechanisms of insertions at a DNA double-strand break. Mol. cell. 83, 2434–2448.e2437 (2023).

    Google Scholar 

  12. Lindahl, T. & Wood, R. Quality control by DNA repair. Science 286, 1897–1905 (1999).

    Google Scholar 

  13. Žgur-Bertok, D. DNA damage repair and bacterial pathogens. PLoS. Pathog. 9, e1003711 (2013).

    Google Scholar 

  14. Chatterjee, N. & Walker, G. C. Mechanisms of DNA damage, repair, and mutagenesis. Environ. Mol. Mutagen. 58, 235–263 (2017).

    Google Scholar 

  15. Sage, E. & Shikazono, N. Radiation-induced clustered DNA lesions: Repair and mutagenesis. Free Radic. Biol. Med. 107, 125–135 (2017).

    Google Scholar 

  16. Zeng, W., Guo, L., Xu, S., Chen, J. & Zhou, J. High-throughput screening technology in industrial biotechnology. Trends Biotechnol. 38, 888–906 (2020).

    Google Scholar 

  17. Sun, C. et al. Genome mining of Streptomyces atratus SCSIO ZH16: Discovery of atratumycin and identification of its biosynthetic gene cluster. Org. Lett. 21, 1453–1457 (2019).

    Google Scholar 

  18. Sarkar, S., Selvamurthy, W. & Gupta, M. M. Biological consequences of microwave stress: implications for mutagenesis and carcinogenesis. IETE Tech. Rev. 14, 153–163 (1997).

    Google Scholar 

  19. Casimiro, M. H., Ferreira, L. M., Leal, J. P., Pereira, C. C. L. & Monteiro, B. Ionizing radiation for preparation and functionalization of membranes and their biomedical and environmental applications. Membranes 9, 163 (2019).

    Google Scholar 

  20. Li, D., Shen, J., Ding, Q., Wu, J. & Chen, X. Recent progress of atmospheric and room-temperature plasma as a new and promising mutagenesis technology. Cell Biochem. funct. 42, e3991 (2024).

    Google Scholar 

  21. Reineke, K. & Mathys, A. Endospore inactivation by emerging technologies: A review of target structures and inactivation mechanisms. Annu Rev. Food Sci. Technol. 11, 255–274 (2020).

    Google Scholar 

  22. Hu, H., Zhang, Q. & Ochi, K. Activation of antibiotic biosynthesis by specified mutations in the rpoB gene (encoding the RNA polymerase beta subunit) of Streptomyces lividans. J. Bacteriol. 184, 3984–3991 (2002).

    Google Scholar 

  23. Shin, C.-H. et al. Enhanced production of clavulanic acid by improving glycerol utilization using reporter-guided mutagenesis of an industrial Streptomyces clavuligerus strain. J. Ind. Microbiol. Biotechnol. 48, 3–4 (2021).

    Google Scholar 

  24. Mao, J. A lovastatin producing purple monascus W-4 and its application. CN113151005B, (2022).

  25. Guo, L. Recombinant Escherichia coli and its application. CN111206008A, (2020).

  26. Zhang, Y. et al. Role of DNA repair in Bacillus subtilis spore resistance to high energy and low energy electron beam treatments. Food Microbiol 87, 103353 (2020).

    Google Scholar 

  27. Bunting, S. et al. 53BP1 inhibits homologous recombination in Brca1-deficient cells by blocking resection of DNA breaks. Cell 141, 243–254 (2010).

    Google Scholar 

  28. Lieber, M. R. The mechanism of double-strand DNA break repair by the nonhomologous DNA end-joining pathway. Annu. Rev. Biochem. 79, 181–211 (2010).

    Google Scholar 

  29. Richardson, C. & Jasin, M. Frequent chromosomal translocations induced by DNA double-strand breaks. Nature 405, 697–700 (2000).

    Google Scholar 

  30. Pitcher, R. S., Brissett, N. C. & Doherty, A. J. Nonhomologous end-joining in bacteria: a microbial perspective. Annu. Rev. Microbiol. 61, 259–282 (2007).

    Google Scholar 

  31. Deng, L. et al. Dissection of 3D chromosome organization in Streptomyces coelicolor A3(2) leads to biosynthetic gene cluster overexpression. Proc. Natl. Acad. Sci. Usa. 120, e2222045120 (2023).

    Google Scholar 

  32. Rubtsov, M. A. et al. Chromatin structure can strongly facilitate enhancer action over a distance. Proc. Natl. Acad. Sci. Usa. 103, 17690–17695 (2006).

    Google Scholar 

  33. Guijarro, J. et al. Promoter determining the timing and spatial localization of transcription of a cloned Streptomyces coelicolor gene encoding a spore-associated polypeptide. J. Bacteriol. 170, 1895–1901 (1988).

    Google Scholar 

  34. Chater, K. F. & Chandra, G. The evolution of development in Streptomyces analysed by genome comparisons. Fems. Microbiol. Rev. 30, 651–672 (2006).

    Google Scholar 

  35. Guo, Y. et al. CRISPR inversion of CTCF sites alters genome topology and enhancer/promoter function. Cell 162, 900–910 (2015).

    Google Scholar 

  36. Stadhouders, R., Filion, G. J. & Graf, T. Transcription factors and 3D genome conformation in cell-fate decisions. Nature 569, 345–354 (2019).

    Google Scholar 

  37. Xu, F. et al. A genetics-free method for high-throughput discovery of cryptic microbial metabolites. Nat. Chem. Biol. 15, 161–168 (2019).

    Google Scholar 

  38. Covington, B. C., Seyedsayamdost, M. R. & MetEx a metabolomics explorer application for natural product discovery. ACS Chem. Biol. 16, 2825–2833 (2021).

    Google Scholar 

  39. Zhang, R. et al. A two-stage metabolome refining pipeline for natural products discovery. Synth. Syst. Biotechnol. 10, 600–609 (2025).

    Google Scholar 

  40. Borgman, P., Lopez, R. D. & Lane, A. L. The expanding spectrum of diketopiperazine natural product biosynthetic pathways containing cyclodipeptide synthases. Org. Biomol. Chem. 17, 2305–2314 (2019).

    Google Scholar 

  41. Hider, R. C. & Kong, X. Chemistry and biology of siderophores. Nat. Prod. Rep. 27, 637–657 (2010).

    Google Scholar 

  42. Fernando, B. et al. The pearl jubilee of microcin J25: thirty years of research on an exceptional lasso peptide. Nat. Prod. Rep. 41, 469–511 (2024).

    Google Scholar 

  43. Keller, N. P. Fungal secondary metabolism: regulation, function and drug discovery. Nat. Rev. Microbiol. 17, 167–180 (2019).

    Google Scholar 

  44. Benjamin, M. S. & Joseph, J. L. Repair of DNA double-strand breaks by the nonhomologous end joining pathway. Annu Rev. Biochem 90, 137–164 (2021).

    Google Scholar 

  45. Zhang, M. et al. High-energy pulse-electron-beam-induced molecular and cellular damage in Saccharomyces cerevisiae. Res. Microbiol. 164, 100–109 (2013).

    Google Scholar 

  46. Alizadeh, E., Orlando, T. M. & Sanche, L. Biomolecular damage induced by ionizing radiation: the direct and indirect effects of low-energy electrons on DNA. Annu. Rev. Rhy. Chem. 66, 379–398 (2015).

    Google Scholar 

  47. Bury-Moné, S. et al. Dynamics of the streptomyces chromosome: chance and necessity. Trends Genet. 39, 873–887 (2023).

    Google Scholar 

  48. Rodríguez, H. et al. Two-component systems in Streptomyces: key regulators of antibiotic complex pathways. Microb. Cell. Fact. 12, 127 (2013).

    Google Scholar 

  49. Sinha, R. & Häder, D. UV-induced DNA damage and repair: a review. Photoch. Photobio. Sci. 1, 225–236 (2002).

    Google Scholar 

  50. Zhang, X. et al. Quantitative evaluation of DNA damage and mutation rate by atmospheric and room-temperature plasma (ARTP) and conventional mutagenesis. Appl. Microbiol. Biotechnol. 99, 5639–5646 (2015).

    Google Scholar 

  51. Dizdaroglu, M. Oxidatively induced DNA damage: mechanisms, repair and disease. Cancer Lett. 327, 26–47 (2012).

    Google Scholar 

  52. Yu, X. et al. A cyclic dipeptide from marine fungus penicillium chrysogenum DXY-1 exhibits anti-quorum sensing activity. ACS omega 6, 7693–7700 (2021).

    Google Scholar 

  53. Regazzoni, L. et al. Cyclo(His-Pro) exerts protective carbonyl quenching effects through its open histidine containing dipeptides. Nutrients 14, 1775 (2022).

    Google Scholar 

  54. Minelli, A. et al. Cyclo(His-Pro) promotes cytoprotection by activating Nrf2-mediated up-regulation of antioxidant defence. J. Cell. Mol. Med. 13, 1149–1161 (2009).

    Google Scholar 

  55. Motz, R. N. et al. Conjugation to native and nonnative triscatecholate siderophores enhances delivery and antibacterial activity of a β-Lactam to gram-negative bacterial pathogens. J. Am. Chem. Soc. 146, 7708–7722 (2024).

    Google Scholar 

  56. Wei, J., He, L. & Niu, G. Regulation of antibiotic biosynthesis in actinomycetes: Perspectives and challenges. Synth. Syst. Biotechnol. 3, 229–235 (2018).

    Google Scholar 

  57. Majtnerová, P. & Roušar, T. An overview of apoptosis assays detecting DNA fragmentation. Mol. Biol. Rep. 45, 1469–1478 (2018).

    Google Scholar 

  58. Manfioletti, G. & Schneider, C. A new and fast method for preparing high quality lambda DNA suitable for sequencing. Nucleic Acids Res. 16, 2873–2884 (1988).

    Google Scholar 

  59. Frédéric, G. et al. Determination of the 3D Genome Organization of Bacteria Using Hi-C. Methods Mol. Biol. 1837, 3–18 (2018).

    Google Scholar 

  60. Nelle, V., Ferhat, A., William Stafford, N. & Jean-Philippe, V. A statistical approach for inferring the 3D structure of the genome. Bioinformatics 30, i26–i33 (2014).

    Google Scholar 

  61. Nelle, V. et al. Accurate identification of centromere locations in yeast genomes using Hi-C. Nucleic Acids Res. 43, 5331–5339 (2015).

    Google Scholar 

Download references

Acknowledgements

We thank Professor Linquan Bai at Shanghai Jiao Tong University for discussion and suggestions. This work was supported by the National Key Research and Development Project (2021YFC2100600, F.X).

Author information

Authors and Affiliations

  1. Department of Gastroenterology of the Second Affiliated Hospital and Institute of Pharmaceutical Biotechnology, School of Medicine, Zhejiang University, Hangzhou, China

    Xinyuan Feng, Jinling Yang, Mengjun Wu & Fei Xu

  2. State Key Laboratory of Microbial Diversity and Innovative Utilization, Institute of Microbiology, Chinese Academy of Sciences, Beijing, China

    Zilong Li, Zhenguo Xin & Weishan Wang

  3. School of Life Science and Technology, China Pharmaceutical University, Nanjing, China

    Yifei Zhang, Jingping Xu, Juping Yu & Wei Liu

  4. Institute of Nuclear-Agricultural Science, Accelerator Center of Zhejiang University, College of Agriculture and Biotechnology, Zhejiang University, Hangzhou, China

    Sufen Zhang & Zhiyang Yu

  5. Key Laboratory of Feed Antibiotics Replacement Technology, Ministry of Agriculture and Rural Affairs, Sinagri Yingtai Bio-peptide Co., Ltd, Linzhou, China

    Dongjing Qu, Tao He & Jinmei Wu

  6. Department of Chemistry, Princeton University, Princeton, NJ, USA

    Mohammad R. Seyedsayamdost

  7. Department of Molecular Biology, Princeton University, Princeton, NJ, USA

    Mohammad R. Seyedsayamdost

Authors
  1. Xinyuan Feng
    View author publications

    Search author on:PubMed Google Scholar

  2. Zilong Li
    View author publications

    Search author on:PubMed Google Scholar

  3. Yifei Zhang
    View author publications

    Search author on:PubMed Google Scholar

  4. Jingping Xu
    View author publications

    Search author on:PubMed Google Scholar

  5. Zhenguo Xin
    View author publications

    Search author on:PubMed Google Scholar

  6. Jinling Yang
    View author publications

    Search author on:PubMed Google Scholar

  7. Mengjun Wu
    View author publications

    Search author on:PubMed Google Scholar

  8. Sufen Zhang
    View author publications

    Search author on:PubMed Google Scholar

  9. Zhiyang Yu
    View author publications

    Search author on:PubMed Google Scholar

  10. Dongjing Qu
    View author publications

    Search author on:PubMed Google Scholar

  11. Tao He
    View author publications

    Search author on:PubMed Google Scholar

  12. Jinmei Wu
    View author publications

    Search author on:PubMed Google Scholar

  13. Juping Yu
    View author publications

    Search author on:PubMed Google Scholar

  14. Wei Liu
    View author publications

    Search author on:PubMed Google Scholar

  15. Mohammad R. Seyedsayamdost
    View author publications

    Search author on:PubMed Google Scholar

  16. Weishan Wang
    View author publications

    Search author on:PubMed Google Scholar

  17. Fei Xu
    View author publications

    Search author on:PubMed Google Scholar

Contributions

X.F., W.W. and F.X. designed the research; X.F., S.Z. and Z.Y. evaluated irradiation methods; X.F. and Z.X. conducted genomic analysis; X.F. and Y.Z. conducted metabolites activation in S. lividans; Z.L. and W.W conducted production enhancement of clavulanic acid; X.F., Y.Z., D.Q., T.H. and J.W. conducted production enhancement of mccJ25; J.X., J.Y. and W.L. conducted production enhancement of lovastatin; X.F. and M.R.S. performed 3D plot analysis; X.F. conducted genetic inactivation, fermentation and compound isolation of novel metabolites; J.Y. and M.W. elucidated compounds structures; M.R.S., W.W. and F.X. wrote the manuscript.

Corresponding authors

Correspondence to Mohammad R. Seyedsayamdost, Weishan Wang or Fei Xu.

Ethics declarations

Competing interests

The authors declare no competing interests.

Peer review

Peer review information

Nature Communications thanks Jean Molinier, Gerard Wright, and the other, anonymous, reviewer(s) for their contribution to the peer review of this work. A peer review file is available.

Additional information

Publisher’s note Springer Nature remains neutral with regard to jurisdictional claims in published maps and institutional affiliations.

Supplementary information

Supplementary Information

Description of Additional Supplementary Information

Supplementary Data 1

Transparent Peer Review file

Source data

Source Data

Rights and permissions

Open Access This article is licensed under a Creative Commons Attribution-NonCommercial-NoDerivatives 4.0 International License, which permits any non-commercial use, sharing, distribution and reproduction in any medium or format, as long as you give appropriate credit to the original author(s) and the source, provide a link to the Creative Commons licence, and indicate if you modified the licensed material. You do not have permission under this licence to share adapted material derived from this article or parts of it. The images or other third party material in this article are included in the article’s Creative Commons licence, unless indicated otherwise in a credit line to the material. If material is not included in the article’s Creative Commons licence and your intended use is not permitted by statutory regulation or exceeds the permitted use, you will need to obtain permission directly from the copyright holder. To view a copy of this licence, visit http://creativecommons.org/licenses/by-nc-nd/4.0/.

Reprints and permissions

About this article

Check for updates. Verify currency and authenticity via CrossMark

Cite this article

Feng, X., Li, Z., Zhang, Y. et al. Enhancing microbial metabolic capacity through high-energy electron beam-induced intense structural variations. Nat Commun (2026). https://doi.org/10.1038/s41467-026-69723-3

Download citation

  • Received: 06 May 2025

  • Accepted: 09 February 2026

  • Published: 19 February 2026

  • DOI: https://doi.org/10.1038/s41467-026-69723-3

Share this article

Anyone you share the following link with will be able to read this content:

Sorry, a shareable link is not currently available for this article.

Provided by the Springer Nature SharedIt content-sharing initiative

Download PDF

Advertisement

Explore content

  • Research articles
  • Reviews & Analysis
  • News & Comment
  • Videos
  • Collections
  • Subjects
  • Follow us on Facebook
  • Follow us on X
  • Sign up for alerts
  • RSS feed

About the journal

  • Aims & Scope
  • Editors
  • Journal Information
  • Open Access Fees and Funding
  • Calls for Papers
  • Editorial Values Statement
  • Journal Metrics
  • Editors' Highlights
  • Contact
  • Editorial policies
  • Top Articles

Publish with us

  • For authors
  • For Reviewers
  • Language editing services
  • Open access funding
  • Submit manuscript

Search

Advanced search

Quick links

  • Explore articles by subject
  • Find a job
  • Guide to authors
  • Editorial policies

Nature Communications (Nat Commun)

ISSN 2041-1723 (online)

nature.com sitemap

About Nature Portfolio

  • About us
  • Press releases
  • Press office
  • Contact us

Discover content

  • Journals A-Z
  • Articles by subject
  • protocols.io
  • Nature Index

Publishing policies

  • Nature portfolio policies
  • Open access

Author & Researcher services

  • Reprints & permissions
  • Research data
  • Language editing
  • Scientific editing
  • Nature Masterclasses
  • Research Solutions

Libraries & institutions

  • Librarian service & tools
  • Librarian portal
  • Open research
  • Recommend to library

Advertising & partnerships

  • Advertising
  • Partnerships & Services
  • Media kits
  • Branded content

Professional development

  • Nature Awards
  • Nature Careers
  • Nature Conferences

Regional websites

  • Nature Africa
  • Nature China
  • Nature India
  • Nature Japan
  • Nature Middle East
  • Privacy Policy
  • Use of cookies
  • Legal notice
  • Accessibility statement
  • Terms & Conditions
  • Your US state privacy rights
Springer Nature

© 2026 Springer Nature Limited

Nature Briefing: Translational Research

Sign up for the Nature Briefing: Translational Research newsletter — top stories in biotechnology, drug discovery and pharma.

Get what matters in translational research, free to your inbox weekly. Sign up for Nature Briefing: Translational Research