1
|
Watson BNJ, Capria L, Alseth EO, Pons BJ, Biswas A, Lenzi L, Buckling A, van Houte S, Westra ER, Meaden S. CRISPR-Cas in Pseudomonas aeruginosa provides transient population-level immunity against high phage exposures. THE ISME JOURNAL 2024; 18:wrad039. [PMID: 38366022 PMCID: PMC10873826 DOI: 10.1093/ismejo/wrad039] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 09/19/2023] [Revised: 12/12/2023] [Accepted: 01/02/2024] [Indexed: 02/18/2024]
Abstract
The prokaryotic adaptive immune system, CRISPR-Cas (clustered regularly interspaced short palindromic repeats; CRISPR-associated), requires the acquisition of spacer sequences that target invading mobile genetic elements such as phages. Previous work has identified ecological variables that drive the evolution of CRISPR-based immunity of the model organism Pseudomonas aeruginosa PA14 against its phage DMS3vir, resulting in rapid phage extinction. However, it is unclear if and how stable such acquired immunity is within bacterial populations, and how this depends on the environment. Here, we examine the dynamics of CRISPR spacer acquisition and loss over a 30-day evolution experiment and identify conditions that tip the balance between long-term maintenance of immunity versus invasion of alternative resistance strategies that support phage persistence. Specifically, we find that both the initial phage dose and reinfection frequencies determine whether or not acquired CRISPR immunity is maintained in the long term, and whether or not phage can coexist with the bacteria. At the population genetics level, emergence and loss of CRISPR immunity are associated with high levels of spacer diversity that subsequently decline due to invasion of bacteria carrying pilus-associated mutations. Together, these results provide high resolution of the dynamics of CRISPR immunity acquisition and loss and demonstrate that the cumulative phage burden determines the effectiveness of CRISPR over ecologically relevant timeframes.
Collapse
Affiliation(s)
- Bridget N J Watson
- Biosciences, University of Exeter, Penryn, Cornwall, TR10 9FE, United Kingdom
| | - Loris Capria
- Biosciences, University of Exeter, Penryn, Cornwall, TR10 9FE, United Kingdom
| | - Ellinor O Alseth
- Biosciences, University of Exeter, Penryn, Cornwall, TR10 9FE, United Kingdom
- Center for Microbial Dynamics and Infection, Georgia Institute of Technology, Atlanta, GA 30332, United States
| | - Benoit J Pons
- Biosciences, University of Exeter, Penryn, Cornwall, TR10 9FE, United Kingdom
| | - Ambarish Biswas
- Department of Microbiology and Immunology, University of Otago, Dunedin, 9059, Otago, New Zealand
| | - Luca Lenzi
- Institute of Integrative Biology, University of Liverpool, Liverpool, Merseyside, L69 7BE, United Kingdom
| | - Angus Buckling
- Biosciences, University of Exeter, Penryn, Cornwall, TR10 9FE, United Kingdom
| | - Stineke van Houte
- Biosciences, University of Exeter, Penryn, Cornwall, TR10 9FE, United Kingdom
| | - Edze R Westra
- Biosciences, University of Exeter, Penryn, Cornwall, TR10 9FE, United Kingdom
| | - Sean Meaden
- Biosciences, University of Exeter, Penryn, Cornwall, TR10 9FE, United Kingdom
- Department of Biology, University of York, Wentworth Way, York, North Yorkshire YO10 3DB, United Kingdom
| |
Collapse
|
2
|
Wu J, Zhang H, Gan R, Xia Y, Zhang F, Wang D, Fu J, Barraclough TG. CRISPR dynamics during the interaction between bacteria and phage in the first year of life. Microb Genom 2023; 9:mgen001053. [PMID: 37402176 PMCID: PMC10438810 DOI: 10.1099/mgen.0.001053] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/22/2022] [Accepted: 05/26/2023] [Indexed: 07/06/2023] Open
Abstract
Gut microbiomes in infancy have a profound impact on health in adulthood. CRISPRs play an essential role in the interaction between bacteria and phages. However, the dynamics of CRISPRs in gut microbiomes during early life are poorly understood. In this study, using shotgun metagenomic sequencing data from 82 Swedish infants' gut microbiomes, 1882 candidate CRISPRs were identified, and their dynamics were analysed. We found large-scale turnover of CRISPRs and their spacers during the first year of life. As well as changes in relative abundance of the bacteria containing CRISPR, acquisition, loss and mutation of spacers were observed within the same CRISPR array sampled over time. Accordingly, the inferred interaction network of bacteria and phage was distinct at different times. This research underpins CRISPR dynamics and their potential role in the interaction between bacteria and phage in early life.
Collapse
Affiliation(s)
- Jiqiu Wu
- Department of Life Sciences, Imperial College London, Silwood Park Campus, Ascot, Berkshire SL5 7PY, UK
- West China Biomedical Big Data Center, West China Hospital/West China School of Medicine, Sichuan University, Chengdu 610041, PR China
- Department of Genetics, University Medical Center Groningen, University of Groningen, Groningen 9713 AV, Netherlands
| | - Hanyun Zhang
- Department of Life Sciences, Imperial College London, Silwood Park Campus, Ascot, Berkshire SL5 7PY, UK
- Division of Molecular Pathology, The Institute of Cancer Research, London SM2 5NG, UK
| | - Rui Gan
- Changping Laboratory, Beijing 102206, PR China
| | - Yan Xia
- 01Life Institute, Shenzhen 518000, PR China
| | - Fan Zhang
- HIT Center for Life Sciences, School of Life Science and Technology, Harbin Institute of Technology, Harbin 150001, PR China
| | - Daoming Wang
- Department of Genetics, University Medical Center Groningen, University of Groningen, Groningen 9713 AV, Netherlands
- Department of Pediatrics, University of Groningen, University Medical Center Groningen, Groningen 9713AV, Netherlands
| | - Jingyuan Fu
- Department of Genetics, University Medical Center Groningen, University of Groningen, Groningen 9713 AV, Netherlands
- Department of Pediatrics, University of Groningen, University Medical Center Groningen, Groningen 9713AV, Netherlands
| | - Timothy G. Barraclough
- Department of Life Sciences, Imperial College London, Silwood Park Campus, Ascot, Berkshire SL5 7PY, UK
- Department of Biology, University of Oxford, 11a Mansfield Rd, Oxford OX1 3SZ, UK
| |
Collapse
|
3
|
Chabas H, Müller V, Bonhoeffer S, Regoes RR. Epidemiological and evolutionary consequences of different types of CRISPR-Cas systems. PLoS Comput Biol 2022; 18:e1010329. [PMID: 35881633 PMCID: PMC9355216 DOI: 10.1371/journal.pcbi.1010329] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/17/2021] [Revised: 08/05/2022] [Accepted: 06/27/2022] [Indexed: 11/19/2022] Open
Abstract
Bacteria have adaptive immunity against viruses (phages) in the form of CRISPR-Cas immune systems. Currently, 6 types of CRISPR-Cas systems are known and the molecular study of three of these has revealed important molecular differences. It is unknown if and how these molecular differences change the outcome of phage infection and the evolutionary pressure the CRISPR-Cas systems faces. To determine the importance of these molecular differences, we model a phage outbreak entering a population defending exclusively with a type I/II or a type III CRISPR-Cas system. We show that for type III CRISPR-Cas systems, rapid phage extinction is driven by the probability to acquire at least one resistance spacer. However, for type I/II CRISPR-Cas systems, rapid phage extinction is characterized by an a threshold-like behaviour: any acquisition probability below this threshold leads to phage survival whereas any acquisition probability above it, results in phage extinction. We also show that in the absence of autoimmunity, high acquisition rates evolve. However, when CRISPR-Cas systems are prone to autoimmunity, intermediate levels of acquisition are optimal during a phage outbreak. As we predict an optimal probability of spacer acquisition 2 factors of magnitude above the one that has been measured, we discuss the origin of such a discrepancy. Finally, we show that in a biologically relevant parameter range, a type III CRISPR-Cas system can outcompete a type I/II CRISPR-Cas system with a slightly higher probability of acquisition. CRISPR-Cas systems are adaptive immune systems that use a complex 3-step molecular mechanism to defend prokaryotes against phages. Viral infections of populations defending themselves with CRISPR-Cas can result in rapid phage extinction or in medium-term phage maintenance. To investigate what controls the fate of the phage population, we use mathematical modeling of type I/II and type III CRISPR-Cas systems, and show that two parameters control the epidemiological short-term outcome: the type of CRISPR-Cas systems and CRISPR-Cas probability of resistance acquisition. Furthermore, the latter impacts host fitness. From this, we derive that 1) for both types, CRISPR-Cas acquisition probability is a key predictor of the efficiency and of the cost of a CRISPR-Cas system, 2) during an outbreak, there is an optimal probability of resistance acquisition balancing the cost of autoimmunity and immune efficiency and 3) type I/II CRISPR-Cas systems are likely to evolve higher acquisition probability than type III.
Collapse
Affiliation(s)
- Hélène Chabas
- Institute for Integrative Biology, ETH Zürich, Zürich, Switzerland
- * E-mail:
| | - Viktor Müller
- Institute of Biology, Eötvös Loránd University, Budapest, Hungary
| | | | - Roland R. Regoes
- Institute for Integrative Biology, ETH Zürich, Zürich, Switzerland
| |
Collapse
|
4
|
Sørensen PE, Baig S, Stegger M, Ingmer H, Garmyn A, Butaye P. Spontaneous Phage Resistance in Avian Pathogenic Escherichia coli. Front Microbiol 2021; 12:782757. [PMID: 34966369 PMCID: PMC8711792 DOI: 10.3389/fmicb.2021.782757] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/24/2021] [Accepted: 11/23/2021] [Indexed: 01/19/2023] Open
Abstract
Avian pathogenic Escherichia coli (APEC) is one of the most important bacterial pathogens affecting poultry worldwide. The emergence of multidrug-resistant pathogens has renewed the interest in the therapeutic use of bacteriophages (phages). However, a major concern for the successful implementation of phage therapy is the emergence of phage-resistant mutants. The understanding of the phage-host interactions, as well as underlying mechanisms of resistance, have shown to be essential for the development of a successful phage therapy. Here, we demonstrate that the strictly lytic Escherichia phage vB_EcoM-P10 rapidly selected for resistance in the APEC ST95 O1 strain AM621. Whole-genome sequence analysis of 109 spontaneous phage-resistant mutant strains revealed 41 mutants with single-nucleotide polymorphisms (SNPs) in their core genome. In 32 of these, a single SNP was detected while two SNPs were identified in a total of nine strains. In total, 34 unique SNPs were detected. In 42 strains, including 18 strains with SNP(s), gene losses spanning 17 different genes were detected. Affected by genetic changes were genes known to be involved in phage resistance (outer membrane protein A, lipopolysaccharide-, O- antigen-, or cell wall-related genes) as well as genes not previously linked to phage resistance, including two hypothetical genes. In several strains, we did not detect any genetic changes. Infecting phages were not able to overcome the phage resistance in host strains. However, interestingly the initial infection was shown to have a great fitness cost for several mutant strains, with up to ∼65% decrease in overall growth. In conclusion, this study provides valuable insights into the phage-host interaction and phage resistance in APEC. Although acquired resistance to phages is frequently observed in pathogenic E. coli, it may be associated with loss of fitness, which could be exploited in phage therapy.
Collapse
Affiliation(s)
- Patricia E. Sørensen
- Department of Pathobiology, Pharmacology and Zoological Medicine, Ghent University, Merelbeke, Belgium
- Department of Biomedical Sciences, Ross University School of Veterinary Medicine, Basseterre, Saint Kitts and Nevis
| | - Sharmin Baig
- Department of Bacteria, Parasites and Fungi, Statens Serum Institut, Copenhagen, Denmark
| | - Marc Stegger
- Department of Bacteria, Parasites and Fungi, Statens Serum Institut, Copenhagen, Denmark
| | - Hanne Ingmer
- Department of Veterinary and Animal Sciences, University of Copenhagen, Frederiksberg, Denmark
| | - An Garmyn
- Department of Pathobiology, Pharmacology and Zoological Medicine, Ghent University, Merelbeke, Belgium
| | - Patrick Butaye
- Department of Pathobiology, Pharmacology and Zoological Medicine, Ghent University, Merelbeke, Belgium
- Department of Biomedical Sciences, Ross University School of Veterinary Medicine, Basseterre, Saint Kitts and Nevis
| |
Collapse
|
5
|
Skanata A, Kussell E. Ecological memory preserves phage resistance mechanisms in bacteria. Nat Commun 2021; 12:6817. [PMID: 34819498 PMCID: PMC8613279 DOI: 10.1038/s41467-021-26609-w] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/18/2021] [Accepted: 10/04/2021] [Indexed: 01/21/2023] Open
Abstract
Bacterial defenses against phage, which include CRISPR-mediated immunity and other mechanisms, can carry substantial growth rate costs and can be rapidly lost when pathogens are eliminated. How bacteria preserve their molecular defenses despite their costs, in the face of variable pathogen levels and inter-strain competition, remains a major unsolved problem in evolutionary biology. Here, we present a multilevel model that incorporates biophysics of molecular binding, host-pathogen population dynamics, and ecological dynamics across a large number of independent territories. Using techniques of game theory and non-linear dynamical systems, we show that by maintaining a non-zero failure rate of defenses, hosts sustain sufficient levels of pathogen within an ecology to select against loss of the defense. This resistance switching strategy is evolutionarily stable, and provides a powerful evolutionary mechanism that maintains host-pathogen interactions, selects against cheater strains that avoid the costs of immunity, and enables co-evolutionary dynamics in a wide range of systems.
Collapse
Affiliation(s)
- Antun Skanata
- Department of Biology & Center for Genomics and Systems Biology, New York University, New York, NY, 10003, USA
| | - Edo Kussell
- Department of Biology & Center for Genomics and Systems Biology, New York University, New York, NY, 10003, USA.
- Department of Physics, New York University, New York, NY, 10003, USA.
| |
Collapse
|
6
|
Weissman JL, Alseth EO, Meaden S, Westra ER, Fuhrman JA. Immune lag is a major cost of prokaryotic adaptive immunity during viral outbreaks. Proc Biol Sci 2021; 288:20211555. [PMID: 34666523 PMCID: PMC8527200 DOI: 10.1098/rspb.2021.1555] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/19/2022] Open
Abstract
Clustered regularly interspaced short palindromic repeat (CRISPR)-Cas adaptive immune systems enable bacteria and archaea to efficiently respond to viral pathogens by creating a genomic record of previous encounters. These systems are broadly distributed across prokaryotic taxa, yet are surprisingly absent in a majority of organisms, suggesting that the benefits of adaptive immunity frequently do not outweigh the costs. Here, combining experiments and models, we show that a delayed immune response which allows viruses to transiently redirect cellular resources to reproduction, which we call ‘immune lag’, is extremely costly during viral outbreaks, even to completely immune hosts. Critically, the costs of lag are only revealed by examining the early, transient dynamics of a host–virus system occurring immediately after viral challenge. Lag is a basic parameter of microbial defence, relevant to all intracellular, post-infection antiviral defence systems, that has to-date been largely ignored by theoretical and experimental treatments of host-phage systems.
Collapse
Affiliation(s)
- Jake L Weissman
- Department of Biological Sciences-Marine and Environmental Biology, University of Southern California, Los Angeles, CA, USA
| | - Ellinor O Alseth
- Environment and Sustainability Institute, Biosciences, University of Exeter, Penryn Campus, Penryn, UK
| | - Sean Meaden
- Environment and Sustainability Institute, Biosciences, University of Exeter, Penryn Campus, Penryn, UK
| | - Edze R Westra
- Environment and Sustainability Institute, Biosciences, University of Exeter, Penryn Campus, Penryn, UK
| | - Jed A Fuhrman
- Department of Biological Sciences-Marine and Environmental Biology, University of Southern California, Los Angeles, CA, USA
| |
Collapse
|
7
|
The CARF Protein MM_0565 Affects Transcription of the Casposon-Encoded cas1-solo Gene in Methanosarcina mazei Gö1. Biomolecules 2020; 10:biom10081161. [PMID: 32784796 PMCID: PMC7465815 DOI: 10.3390/biom10081161] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.4] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/29/2020] [Revised: 08/04/2020] [Accepted: 08/04/2020] [Indexed: 12/25/2022] Open
Abstract
Clustered Regularly Interspaced Short Palindromic Repeat (CRISPR) loci are found in bacterial and archaeal genomes where they provide the molecular machinery for acquisition of immunity against foreign DNA. In addition to the cas genes fundamentally required for CRISPR activity, a second class of genes is associated with the CRISPR loci, of which many have no reported function in CRISPR-mediated immunity. Here, we characterize MM_0565 associated to the type I-B CRISPR-locus of Methanosarcina mazei Gö1. We show that purified MM_0565 composed of a CRISPR-Cas Associated Rossmann Fold (CARF) and a winged helix-turn-helix domain forms a dimer in solution; in vivo, the dimeric MM_0565 is strongly stabilized under high salt stress. While direct effects on CRISPR-Cas transcription were not detected by genetic approaches, specific binding of MM_0565 to the leader region of both CRISPR-Cas systems was observed by microscale thermophoresis and electromobility shift assays. Moreover, overexpression of MM_0565 strongly induced transcription of the cas1-solo gene located in the recently reported casposon, the gene product of which shows high similarity to classical Cas1 proteins. Based on our findings, and taking the absence of the expressed CRISPR locus-encoded Cas1 protein into account, we hypothesize that MM_0565 might modulate the activity of the CRISPR systems on different levels.
Collapse
|
8
|
Kieper SN, Almendros C, Brouns SJJ. Conserved motifs in the CRISPR leader sequence control spacer acquisition levels in Type I-D CRISPR-Cas systems. FEMS Microbiol Lett 2020; 366:5525085. [PMID: 31252430 PMCID: PMC6607411 DOI: 10.1093/femsle/fnz129] [Citation(s) in RCA: 11] [Impact Index Per Article: 2.2] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/31/2019] [Accepted: 06/27/2019] [Indexed: 12/20/2022] Open
Abstract
Integrating short DNA fragments at the correct leader-repeat junction is key to successful CRISPR-Cas memory formation. The Cas1-2 proteins are responsible to carry out this process. However, the CRISPR adaptation process additionally requires a DNA element adjacent to the CRISPR array, called leader, to facilitate efficient localization of the correct integration site. In this work, we introduced the core CRISPR adaptation genes cas1 and cas2 from the Type I-D CRISPR-Cas system of Synechocystis sp. 6803 into Escherichia coli and assessed spacer integration efficiency. Truncation of the leader resulted in a significant reduction of spacer acquisition levels and revealed the importance of different conserved regions for CRISPR adaptation rates. We found three conserved sequence motifs in the leader of I-D CRISPR arrays that each affected spacer acquisition rates, including an integrase anchoring site. Our findings support the model in which the leader sequence is an integral part of type I-D adaptation in Synechocystis sp. acting as a localization signal for the adaptation complex to drive CRISPR adaptation at the first repeat of the CRISPR array.
Collapse
Affiliation(s)
- Sebastian N Kieper
- Kavli Institute of Nanoscience, Department of Bionanoscience, Delft University of Technology, Van der Maasweg 9, 2629 HZ Delft, The Netherlands
| | - Cristóbal Almendros
- Kavli Institute of Nanoscience, Department of Bionanoscience, Delft University of Technology, Van der Maasweg 9, 2629 HZ Delft, The Netherlands
| | - Stan J J Brouns
- Kavli Institute of Nanoscience, Department of Bionanoscience, Delft University of Technology, Van der Maasweg 9, 2629 HZ Delft, The Netherlands.,Laboratory of Microbiology, Wageningen University, Stippeneng 4, 6708 WE Wageningen, The Netherlands
| |
Collapse
|
9
|
Westra ER, van Houte S, Gandon S, Whitaker R. The ecology and evolution of microbial CRISPR-Cas adaptive immune systems. Philos Trans R Soc Lond B Biol Sci 2020; 374:20190101. [PMID: 30905294 DOI: 10.1098/rstb.2019.0101] [Citation(s) in RCA: 30] [Impact Index Per Article: 6.0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/18/2022] Open
Affiliation(s)
- Edze R Westra
- 1 ESI and CEC, Biosciences, University of Exeter , Cornwall Campus, Penryn TR10 9EZ , UK
| | - Stineke van Houte
- 1 ESI and CEC, Biosciences, University of Exeter , Cornwall Campus, Penryn TR10 9EZ , UK
| | - Sylvain Gandon
- 2 CEFE UMR 5175, CNRS Université de Montpellier Université Paul-Valéry Montpellier EPHE , 34293 Montpellier Cedex 5 , France
| | - Rachel Whitaker
- 3 Department of Microbiology, University of Illinois , Urbana-Champaign, 601 S. Goodwin Avenue, Urbana, IL 61801 , USA
| |
Collapse
|