The network structure and eco-evolutionary dynamics of CRISPR-induced immune diversification

被引:18
作者
Pilosof, Shai [1 ,2 ]
Alcala-Corona, Sergio A. [2 ]
Wang, Tong [3 ,4 ]
Kim, Ted [4 ,5 ]
Maslov, Sergei [4 ,6 ]
Whitaker, Rachel [4 ,5 ]
Pascual, Mercedes [2 ,7 ]
机构
[1] Ben Gurion Univ Negev, Dept Life Sci, Beer Sheva, Israel
[2] Univ Chicago, Dept Ecol & Evolut, Chicago, IL 60637 USA
[3] Univ Illinois, Dept Phys, Loomis Lab Phys, 1110 W Green St, Urbana, IL 61801 USA
[4] Univ Illinois, Carl R Woese Inst Genom Biol, Urbana, IL 61801 USA
[5] Univ Illinois, Dept Microbiol, 131 Burrill Hall, Urbana, IL 61801 USA
[6] Univ Illinois, Dept Bioengn, Urbana, IL 61801 USA
[7] Santa Fe Inst, Santa Fe, NM 87501 USA
关键词
ADAPTATION; NESTEDNESS; DIVERSITY; CAS;
D O I
10.1038/s41559-020-01312-z
中图分类号
Q14 [生态学(生物生态学)];
学科分类号
071012 ; 0713 ;
摘要
A combination of computational modelling and empirical data is used to explore the network structure of infection and immunity in CRISPR-Cas host-virus interactions. As a heritable sequence-specific adaptive immune system, CRISPR-Cas is a powerful force shaping strain diversity in host-virus systems. While the diversity of CRISPR alleles has been explored, the associated structure and dynamics of host-virus interactions have not. We explore the role of CRISPR in mediating the interplay between host-virus interaction structure and eco-evolutionary dynamics in a computational model and compare the results with three empirical datasets from natural systems. We show that the structure of the networks describing who infects whom and the degree to which strains are immune, are respectively modular (containing groups of hosts and viruses that interact strongly) and weighted-nested (specialist hosts are more susceptible to subsets of viruses that in turn also infect the more generalist hosts with many spacers matching many viruses). The dynamic interplay between these networks influences transitions between dynamical regimes of virus diversification and host control. The three empirical systems exhibit weighted-nested immunity networks, a pattern our theory shows is indicative of hosts able to suppress virus diversification. Previously missing from studies of microbial host-pathogen systems, the immunity network plays a key role in the coevolutionary dynamics.
引用
收藏
页码:1650 / 1660
页数:11
相关论文
共 51 条
  • [1] A straightforward computational approach for measuring nestedness using quantitative matrices
    Almeida-Neto, Mario
    Ulrich, Werner
    [J]. ENVIRONMENTAL MODELLING & SOFTWARE, 2011, 26 (02) : 173 - 178
  • [2] Population structuring of multi-copy, antigen-encoding genes in Plasmodium falciparum
    Artzy-Randrup, Yael
    Rorick, Mary M.
    Day, Karen
    Chen, Donald
    Dobson, Andrew P.
    Pascual, Mercedes
    [J]. ELIFE, 2012, 1
  • [3] Differentiation and Structure in Sulfolobus islandicus Rod-Shaped Virus Populations
    Bautista, Maria A.
    Black, Jesse A.
    Youngblut, Nicholas D.
    Whitaker, Rachel J.
    [J]. VIRUSES-BASEL, 2017, 9 (05):
  • [4] Coevolutionary diversification creates nested-modular structure in phage-bacteria interaction networks
    Beckett, Stephen J.
    Williams, Hywel T. P.
    [J]. INTERFACE FOCUS, 2013, 3 (06)
  • [5] Bacterial Diversification in the Light of the Interactions with Phages: The Genetic Symbionts and Their Role in Ecological Speciation
    Braga, Lucas P. P.
    Soucy, Shannon M.
    Amgarten, Deyvid E.
    da Silva, Aline M.
    Setubal, Joao C.
    [J]. FRONTIERS IN ECOLOGY AND EVOLUTION, 2018, 6
  • [6] Role of stochastic processes in maintaining discrete strain structure in antigenically diverse pathogen populations
    Buckee, Caroline O.
    Recker, Mario
    Watkins, Eleanor R.
    Gupta, Sunetra
    [J]. PROCEEDINGS OF THE NATIONAL ACADEMY OF SCIENCES OF THE UNITED STATES OF AMERICA, 2011, 108 (37) : 15504 - 15509
  • [7] Sulfolobus islandicus meta-populations in Yellowstone National Park hot springs
    Campbell, Kate M.
    Kouris, Angela
    England, Whitney
    Anderson, Rika E.
    McCleskey, R. Blaine
    Nordstrom, D. Kirk
    Whitaker, Rachel J.
    [J]. ENVIRONMENTAL MICROBIOLOGY, 2017, 19 (06) : 2334 - 2347
  • [8] Evolutionary emergence of infectious diseases in heterogeneous host populations
    Chabas, Helene
    Lion, Sebastien
    Nicot, Antoine
    Meaden, Sean
    van Houte, Stineke
    Moineau, Sylvain
    Wahl, Lindi M.
    Westra, Edze R.
    Gandon, Sylvain
    [J]. PLOS BIOLOGY, 2018, 16 (09)
  • [9] The effect of bacterial mutation rate on the evolution of CRISPR-Cas adaptive immunity
    Chevallereau, Anne
    Meaden, Sean
    van Houte, Stineke
    Westra, Edze R.
    Rollie, Clare
    [J]. PHILOSOPHICAL TRANSACTIONS OF THE ROYAL SOCIETY B-BIOLOGICAL SCIENCES, 2019, 374 (1772)
  • [10] CRISPR-Induced Distributed Immunity in Microbial Populations
    Childs, Lauren M.
    England, Whitney E.
    Young, Mark J.
    Weitz, Joshua S.
    Whitaker, Rachel J.
    [J]. PLOS ONE, 2014, 9 (07):