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Biosynthetic gene cluster profiling predicts the positive association between antagonism and phylogeny in Bacillus

Author

Listed:
  • Liming Xia

    (Nanjing Agricultural University)

  • Youzhi Miao

    (Nanjing Agricultural University)

  • A’li Cao

    (Nanjing Agricultural University)

  • Yan Liu

    (Nanjing Agricultural University)

  • Zihao Liu

    (Nanjing Agricultural University)

  • Xinli Sun

    (Nanjing Agricultural University)

  • Yansheng Xue

    (Nanjing Agricultural University)

  • Zhihui Xu

    (Nanjing Agricultural University)

  • Weibing Xun

    (Nanjing Agricultural University)

  • Qirong Shen

    (Nanjing Agricultural University)

  • Nan Zhang

    (Nanjing Agricultural University)

  • Ruifu Zhang

    (Chinese Academy of Agricultural Sciences)

Abstract

Understanding the driving forces and intrinsic mechanisms of microbial competition is a fundamental question in microbial ecology. Despite the well-established negative correlation between exploitation competition and phylogenetic distance, the process of interference competition that is exemplified by antagonism remains controversial. Here, we studied the genus Bacillus, a commonly recognized producer of multifarious antibiotics, to explore the role of phylogenetic patterns of biosynthetic gene clusters (BGCs) in mediating the relationship between antagonism and phylogeny. Comparative genomic analysis revealed a positive association between BGC distance and phylogenetic distance. Antagonistic tests demonstrated that the inhibition phenotype positively correlated with both phylogenetic and predicted BGC distance, especially for antagonistic strains possessing abundant BGCs. Mutant-based verification showed that the antagonism was dependent on the BGCs that specifically harbored by the antagonistic strain. These findings highlight that BGC-phylogeny coherence regulates the positive correlation between congeneric antagonism and phylogenetic distance, which deepens our understanding of the driving force and intrinsic mechanism of microbial interactions.

Suggested Citation

  • Liming Xia & Youzhi Miao & A’li Cao & Yan Liu & Zihao Liu & Xinli Sun & Yansheng Xue & Zhihui Xu & Weibing Xun & Qirong Shen & Nan Zhang & Ruifu Zhang, 2022. "Biosynthetic gene cluster profiling predicts the positive association between antagonism and phylogeny in Bacillus," Nature Communications, Nature, vol. 13(1), pages 1-11, December.
  • Handle: RePEc:nat:natcom:v:13:y:2022:i:1:d:10.1038_s41467-022-28668-z
    DOI: 10.1038/s41467-022-28668-z
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    References listed on IDEAS

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    1. Ashleigh S. Griffin & Stuart A. West & Angus Buckling, 2004. "Cooperation and competition in pathogenic bacteria," Nature, Nature, vol. 430(7003), pages 1024-1027, August.
    2. Alexander Crits-Christoph & Spencer Diamond & Cristina N. Butterfield & Brian C. Thomas & Jillian F. Banfield, 2018. "Novel soil bacteria possess diverse genes for secondary metabolite biosynthesis," Nature, Nature, vol. 558(7710), pages 440-444, June.
    3. Georges Kunstler & Daniel Falster & David A. Coomes & Francis Hui & Robert M. Kooyman & Daniel C. Laughlin & Lourens Poorter & Mark Vanderwel & Ghislain Vieilledent & S. Joseph Wright & Masahiro Aiba , 2016. "Plant functional traits have globally consistent effects on competition," Nature, Nature, vol. 529(7585), pages 204-207, January.
    4. Choong-Soo Yun & Takayuki Motoyama & Hiroyuki Osada, 2015. "Biosynthesis of the mycotoxin tenuazonic acid by a fungal NRPS–PKS hybrid enzyme," Nature Communications, Nature, vol. 6(1), pages 1-9, December.
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