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Horwitz EK, Strobel HM, Haiso J, Meyer JR. More evolvable bacteriophages better suppress their host. Evol Appl 2024; 17:e13742. [PMID: 38975285 PMCID: PMC11224127 DOI: 10.1111/eva.13742] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/11/2023] [Revised: 04/09/2024] [Accepted: 06/10/2024] [Indexed: 07/09/2024] Open
Abstract
The number of multidrug-resistant strains of bacteria is increasing rapidly, while the number of new antibiotic discoveries has stagnated. This trend has caused a surge in interest in bacteriophages as anti-bacterial therapeutics, in part because there is near limitless diversity of phages to harness. While this diversity provides an opportunity, it also creates the dilemma of having to decide which criteria to use to select phages. Here we test whether a phage's ability to coevolve with its host (evolvability) should be considered and how this property compares to two previously proposed criteria: fast reproduction and thermostability. To do this, we compared the suppressiveness of three phages that vary by a single amino acid yet differ in these traits such that each strain maximized two of three characteristics. Our studies revealed that both evolvability and reproductive rate are independently important. The phage most able to suppress bacterial populations was the strain with high evolvability and reproductive rate, yet this phage was unstable. Phages varied due to differences in the types of resistance evolved against them and their ability to counteract resistance. When conditions were shifted to exaggerate the importance of thermostability, one of the stable phages was most suppressive in the short-term, but not over the long-term. Our results demonstrate the utility of biological therapeutics' capacities to evolve and adjust in action to resolve complications like resistance evolution. Furthermore, evolvability is a property that can be engineered into phage therapeutics to enhance their effectiveness.
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Affiliation(s)
- Elijah K. Horwitz
- Department of Ecology, Behavior and EvolutionUniversity of California San DiegoLa JollaCaliforniaUSA
| | - Hannah M. Strobel
- Department of Ecology, Behavior and EvolutionUniversity of California San DiegoLa JollaCaliforniaUSA
| | - Jason Haiso
- Department of Ecology, Behavior and EvolutionUniversity of California San DiegoLa JollaCaliforniaUSA
| | - Justin R. Meyer
- Department of Ecology, Behavior and EvolutionUniversity of California San DiegoLa JollaCaliforniaUSA
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2
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Singhal S, Balitactac AK, Nayagam AG, Pour Bahrami P, Nayeem S, Turner PE. Experimental Evolution Studies in Φ6 Cystovirus. Viruses 2024; 16:977. [PMID: 38932268 PMCID: PMC11209170 DOI: 10.3390/v16060977] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/27/2024] [Revised: 06/05/2024] [Accepted: 06/08/2024] [Indexed: 06/28/2024] Open
Abstract
Experimental evolution studies, in which biological populations are evolved in a specific environment over time, can address questions about the nature of spontaneous mutations, responses to selection, and the origins and maintenance of novel traits. Here, we review more than 30 years of experimental evolution studies using the bacteriophage (phage) Φ6 cystovirus. Similar to many lab-studied bacteriophages, Φ6 has a high mutation rate, large population size, fast generation time, and can be genetically engineered or cryogenically frozen, which facilitates its rapid evolution in the laboratory and the subsequent characterization of the effects of its mutations. Moreover, its segmented RNA genome, outer membrane, and capacity for multiple phages to coinfect a single host cell make Φ6 a good non-pathogenic model for investigating the evolution of RNA viruses that infect humans. We describe experiments that used Φ6 to address the fitness effects of spontaneous mutations, the consequences of evolution in the presence of coinfection, the evolution of host ranges, and mechanisms and consequences of the evolution of thermostability. We highlight open areas of inquiry where further experimentation on Φ6 could inform predictions for pathogenic viruses.
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Affiliation(s)
- Sonia Singhal
- Department of Biological Sciences, San José State University, San José, CA 95192, USA; (A.K.B.); (A.G.N.); (P.P.B.); (S.N.)
| | - Akiko K. Balitactac
- Department of Biological Sciences, San José State University, San José, CA 95192, USA; (A.K.B.); (A.G.N.); (P.P.B.); (S.N.)
| | - Aruna G. Nayagam
- Department of Biological Sciences, San José State University, San José, CA 95192, USA; (A.K.B.); (A.G.N.); (P.P.B.); (S.N.)
| | - Parnian Pour Bahrami
- Department of Biological Sciences, San José State University, San José, CA 95192, USA; (A.K.B.); (A.G.N.); (P.P.B.); (S.N.)
| | - Sara Nayeem
- Department of Biological Sciences, San José State University, San José, CA 95192, USA; (A.K.B.); (A.G.N.); (P.P.B.); (S.N.)
| | - Paul E. Turner
- Department of Ecology and Evolutionary Biology, Yale University, New Haven, CT 06511, USA;
- Program in Microbiology, Yale School of Medicine, New Haven, CT 06520, USA
- Center for Phage Biology and Therapy, Yale University, New Haven, CT 06511, USA
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3
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Sistrom M, Andrews H, Edwards DL. Comparative genomics of Japanese encephalitis virus shows low rates of recombination and a small subset of codon positions under episodic diversifying selection. PLoS Negl Trop Dis 2024; 18:e0011459. [PMID: 38295106 PMCID: PMC10861042 DOI: 10.1371/journal.pntd.0011459] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/15/2023] [Revised: 02/12/2024] [Accepted: 01/11/2024] [Indexed: 02/02/2024] Open
Abstract
Orthoflavivirus japonicum (JEV) is the dominant cause of viral encephalitis in the Asian region with 100,000 cases and 25,000 deaths reported annually. The genome is comprised of a single polyprotein that encodes three structural and seven non-structural proteins. We collated a dataset of 349 complete genomes from a number of public databases, and analysed the data for recombination, evolutionary selection and phylogenetic structure. There are low rates of recombination in JEV, subsequently recombination is not a major evolutionary force shaping JEV. We found a strong overall signal of purifying selection in the genome, which is the main force affecting the evolutionary dynamics in JEV. There are also a small number of genomic sites under episodic diversifying selection, especially in the envelope protein and non-structural proteins 3 and 5. Overall, these results support previous analyses of JEV evolutionary genomics and provide additional insight into the evolutionary processes shaping the distribution and adaptation of this important pathogenic arbovirus.
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Affiliation(s)
- Mark Sistrom
- Department of Industry, Trade and Tourism, Berrimah Veterinary Laboratories, Darwin, Australia
- Research Institute for the Environment and Livelihoods, Faculty of Science and Technology, Charles Darwin University, Casuarina, Australia
| | - Hannah Andrews
- Department of Industry, Trade and Tourism, Berrimah Veterinary Laboratories, Darwin, Australia
| | - Danielle L. Edwards
- Research Institute for the Environment and Livelihoods, Faculty of Science and Technology, Charles Darwin University, Casuarina, Australia
- Department of Natural Sciences, Museum and Art Gallery of the Northern Territory, Darwin, Australia
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4
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Strobel HM, Horwitz EK, Meyer JR. Viral protein instability enhances host-range evolvability. PLoS Genet 2022; 18:e1010030. [PMID: 35176040 PMCID: PMC8890733 DOI: 10.1371/journal.pgen.1010030] [Citation(s) in RCA: 5] [Impact Index Per Article: 2.5] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/04/2021] [Revised: 03/02/2022] [Accepted: 01/11/2022] [Indexed: 12/29/2022] Open
Abstract
Viruses are highly evolvable, but what traits endow this property? The high mutation rates of viruses certainly play a role, but factors that act above the genetic code, like protein thermostability, are also expected to contribute. We studied how the thermostability of a model virus, bacteriophage λ, affects its ability to evolve to use a new receptor, a key evolutionary transition that can cause host-range evolution. Using directed evolution and synthetic biology techniques we generated a library of host-recognition protein variants with altered stabilities and then tested their capacity to evolve to use a new receptor. Variants fell within three stability classes: stable, unstable, and catastrophically unstable. The most evolvable were the two unstable variants, whereas seven of eight stable variants were significantly less evolvable, and the two catastrophically unstable variants could not grow. The slowly evolving stable variants were delayed because they required an additional destabilizing mutation. These results are particularly noteworthy because they contradict a widely supported contention that thermostabilizing mutations enhance evolvability of proteins by increasing mutational robustness. Our work suggests that the relationship between thermostability and evolvability is more complex than previously thought, provides evidence for a new molecular model of host-range expansion evolution, and identifies instability as a potential predictor of viral host-range evolution.
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Affiliation(s)
- Hannah M. Strobel
- Division of Biological Sciences, University of California San Diego, La Jolla, California, United States of America
| | - Elijah K. Horwitz
- Division of Biological Sciences, University of California San Diego, La Jolla, California, United States of America
| | - Justin R. Meyer
- Division of Biological Sciences, University of California San Diego, La Jolla, California, United States of America
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5
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Cole AW, Tran SD, Ellington AD. Heat adaptation of phage T7 under an extended genetic code. Virus Evol 2021; 7:veab100. [PMID: 35299785 PMCID: PMC8923235 DOI: 10.1093/ve/veab100] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/24/2021] [Revised: 10/13/2021] [Accepted: 11/30/2021] [Indexed: 11/13/2022] Open
Abstract
Abstract
While bacteriophages have previously been used as a model system to understand thermal adaptation, most adapted genomes observed to date contain very few modifications and cover a limited temperature range. Here, we set out to investigate genome adaptation to thermal stress by adapting six populations of T7 bacteriophage virions to increasingly stringent heat challenges. Further, we provided three of the phage populations’ access to a new genetic code in which Amber codons could be read as selenocysteine, potentially allowing the formation of more stable selenide-containing bonds. Phage virions responded to the thermal challenges with a greater than 10°C increase in heat tolerance and fixed highly reproducible patterns of non-synonymous substitutions and genome deletions. Most fixed mutations mapped to either the tail complex or to the three internal virion proteins that form a pore across the E. coli cell membrane during DNA injection. However, few global changes in Amber codon usage were observed, with only one natural Amber codon being lost. These results reinforce a model in which adaptation to thermal stress proceeds via the cumulative fixation of a small set of highly adaptive substitutions and that adaptation to new genetic codes proceeds only slowly, even with the possibility of potential phenotypic advantages.
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Affiliation(s)
- Austin W Cole
- Department of Molecular Biosciences, Institute for Cellular and Molecular Biology, University of Texas, 2500 Speedway Ave., MBB 3.424, Austin, TX 78712, USA
| | - Steven D Tran
- Department of Molecular Biosciences, Institute for Cellular and Molecular Biology, University of Texas, 2500 Speedway Ave., MBB 3.424, Austin, TX 78712, USA
| | - Andrew D Ellington
- Department of Molecular Biosciences, Institute for Cellular and Molecular Biology, University of Texas, 2500 Speedway Ave., MBB 3.424, Austin, TX 78712, USA
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Intra-Population Competition during Adaptation to Increased Temperature in an RNA Bacteriophage. Int J Mol Sci 2021; 22:ijms22136815. [PMID: 34202838 PMCID: PMC8268601 DOI: 10.3390/ijms22136815] [Citation(s) in RCA: 3] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/10/2021] [Revised: 06/17/2021] [Accepted: 06/22/2021] [Indexed: 01/21/2023] Open
Abstract
Evolution of RNA bacteriophages of the family Leviviridae is governed by the high error rates of their RNA-dependent RNA polymerases. This fact, together with their large population sizes, leads to the generation of highly heterogeneous populations that adapt rapidly to most changes in the environment. Throughout adaptation, the different mutants that make up a viral population compete with each other in a non-trivial process in which their selective values change over time due to the generation of new mutations. In this work we have characterised the intra-population dynamics of a well-studied levivirus, Qβ, when it is propagated at a higher-than-optimal temperature. Our results show that adapting populations experienced rapid changes that involved the ascent of particular genotypes and the loss of some beneficial mutations of early generation. Artificially reconstructed populations, containing a fraction of the diversity present in actual populations, fixed mutations more rapidly, illustrating how population bottlenecks may guide the adaptive pathways. The conclusion is that, when the availability of beneficial mutations under a particular selective condition is elevated, the final outcome of adaptation depends more on the occasional occurrence of population bottlenecks and how mutations combine in genomes than on the selective value of particular mutations.
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Dash SP, Dipankar P, Burange PS, Rouse BT, Sarangi PP. Climate change: how it impacts the emergence, transmission, resistance and consequences of viral infections in animals and plants. Crit Rev Microbiol 2021; 47:307-322. [PMID: 33570448 DOI: 10.1080/1040841x.2021.1879006] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 10/22/2022]
Abstract
The ongoing COVID-19 pandemic has made us wonder what led to its occurrence and what can be done to avoid such events in the future. As we document, one changing circumstance that is resulting in the emergence and changing the expression of viral diseases in both plants and animals is climate change. Of note, the rapidly changing environment and weather conditions such as excessive flooding, droughts, and forest fires have raised concerns about the global ecosystem's security, sustainability, and balance. In this review, we discuss the main consequences of climate change and link these to how they impact the appearance of new viral pathogens, how they may facilitate transmission between usual and novel hosts, and how they may also affect the host's ability to manage the infection. We emphasize how changes in temperature and humidity and other events associated with climate change influence the reservoirs of viral infections, their transmission by insects and other intermediates, their survival outside the host as well the success of infection in plants and animals. We conclude that climate change has mainly detrimental consequences for the emergence, transmission, and outcome of viral infections and plead the case for halting and hopefully reversing this dangerous event.
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Affiliation(s)
- Shiba Prasad Dash
- Department of Biotechnology, Indian Institute of Technology Roorkee, Roorkee, Uttarakhand, India
| | - Pankaj Dipankar
- Department of Biotechnology, Indian Institute of Technology Roorkee, Roorkee, Uttarakhand, India
| | - Prasad S Burange
- Department of Entomology, Punjab Agricultural University, Ludhiana, Punjab, India
| | - Barry T Rouse
- Department of Biomedical and Diagnostic Sciences, College of Veterinary Sciences, The University of Tennessee Knoxville, Knoxville, TN, USA
| | - Pranita P Sarangi
- Department of Biotechnology, Indian Institute of Technology Roorkee, Roorkee, Uttarakhand, India
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Hossain MT, Yokono T, Kashiwagi A. The Single-Stranded RNA Bacteriophage Qβ Adapts Rapidly to High Temperatures: An Evolution Experiment. Viruses 2020; 12:v12060638. [PMID: 32545482 PMCID: PMC7354602 DOI: 10.3390/v12060638] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/06/2020] [Revised: 06/05/2020] [Accepted: 06/10/2020] [Indexed: 11/22/2022] Open
Abstract
Single-stranded (ss)RNA viruses are thought to evolve rapidly due to an inherently high mutation rate. However, it remains unclear how ssRNA viruses adapt to novel environments and/or how many and what types of substitutions are needed to facilitate this evolution. In this study, we followed the adaptation of the ssRNA bacteriophage Qβ using thermally adapted Escherichia coli as a host, which can efficiently grow at temperatures between 37.2 and 45.3 °C. This made it possible to evaluate Qβ adaptation to the highest known temperature that supports growth, 45.3 °C. We found that Qβ was capable of replication at this temperature; within 114 days (~1260 generations), we detected more than 34 novel point mutations in the genome of the thermally adapted Qβ population, representing 0.8% of the total Qβ genome. In addition, we returned the 45.3 °C-adapted Qβ populations to 37.2 °C and passaged them for 8 days (~124 generations). We found that the reverse-adapted Qβ population showed little to no decrease in fitness. These results indicate that Qβ can evolve in response to increasing temperatures in a short period of time with the accumulation of point mutations.
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Affiliation(s)
- Md. Tanvir Hossain
- The United Graduate School of Agricultural Science, Iwate University, Morioka 020-8550, Japan;
| | - Toma Yokono
- Faculty of Agriculture and Life Science, Hirosaki University, Hirosaki 036-8561, Japan;
| | - Akiko Kashiwagi
- The United Graduate School of Agricultural Science, Iwate University, Morioka 020-8550, Japan;
- Faculty of Agriculture and Life Science, Hirosaki University, Hirosaki 036-8561, Japan;
- Correspondence: ; Tel.: +81-172-39-3789
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Somovilla P, Manrubia S, Lázaro E. Evolutionary Dynamics in the RNA Bacteriophage Qβ Depends on the Pattern of Change in Selective Pressures. Pathogens 2019; 8:pathogens8020080. [PMID: 31216651 PMCID: PMC6631425 DOI: 10.3390/pathogens8020080] [Citation(s) in RCA: 6] [Impact Index Per Article: 1.2] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/22/2019] [Revised: 06/14/2019] [Accepted: 06/16/2019] [Indexed: 12/14/2022] Open
Abstract
The rate of change in selective pressures is one of the main factors that determines the likelihood that populations can adapt to stress conditions. Generally, the reduction in the population size that accompanies abrupt environmental changes makes it difficult to generate and select adaptive mutations. However, in systems with high genetic diversity, as happens in RNA viruses, mutations with beneficial effects under new conditions can already be present in the population, facilitating adaptation. In this work, we have propagated an RNA bacteriophage (Qβ) at temperatures higher than the optimum, following different patterns of change. We have determined the fitness values and the consensus sequences of all lineages throughout the evolutionary process in order to establish correspondences between fitness variations and adaptive pathways. Our results show that populations subjected to a sudden temperature change gain fitness and fix mutations faster than those subjected to gradual changes, differing also in the particular selected mutations. The life-history of populations prior to the environmental change has great importance in the dynamics of adaptation. The conclusion is that in the bacteriophage Qβ, the standing genetic diversity together with the rate of temperature change determine both the rapidity of adaptation and the followed evolutionary pathways.
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Affiliation(s)
- Pilar Somovilla
- Centro de Astrobiología (CSIC-INTA), 28850 Torrejón de Ardoz, Madrid, Spain.
- Centro Nacional de Biotecnología (CSIC), 28049 Madrid, Spain.
| | - Susanna Manrubia
- Centro Nacional de Biotecnología (CSIC), 28049 Madrid, Spain.
- Grupo Interdisciplinar de Sistemas Complejos (GISC), Madrid, Spain.
| | - Ester Lázaro
- Centro de Astrobiología (CSIC-INTA), 28850 Torrejón de Ardoz, Madrid, Spain.
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Abstract
The search for extraterrestrial life, recently fueled by the discovery of exoplanets, requires defined biosignatures. Current biomarkers include those of extremophilic organisms, typically archaea. Yet these cellular organisms are highly complex, which makes it unlikely that similar life forms evolved on other planets. Earlier forms of life on Earth may serve as better models for extraterrestrial life. On modern Earth, the simplest and most abundant biological entities are viroids and viruses that exert many properties of life, such as the abilities to replicate and undergo Darwinian evolution. Viroids have virus-like features, and are related to ribozymes, consisting solely of non-coding RNA, and may serve as more universal models for early life than do cellular life forms. Among the various proposed concepts, such as “proteins-first” or “metabolism-first”, we think that “viruses-first” can be specified to “viroids-first” as the most likely scenario for the emergence of life on Earth, and possibly elsewhere. With this article we intend to inspire the integration of virus research and the biosignatures of viroids and viruses into the search for extraterrestrial life.
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Rezazadegan R, Reidys C. Degeneracy and genetic assimilation in RNA evolution. BMC Bioinformatics 2018; 19:543. [PMID: 30587112 PMCID: PMC6307299 DOI: 10.1186/s12859-018-2497-3] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/07/2018] [Accepted: 11/16/2018] [Indexed: 12/27/2022] Open
Abstract
BACKGROUND The neutral theory of Motoo Kimura stipulates that evolution is mostly driven by neutral mutations. However adaptive pressure eventually leads to changes in phenotype that involve non-neutral mutations. The relation between neutrality and adaptation has been studied in the context of RNA before and here we further study transitional mutations in the context of degenerate (plastic) RNA sequences and genetic assimilation. We propose quasineutral mutations, i.e. mutations which preserve an element of the phenotype set, as minimal mutations and study their properties. We also propose a general probabilistic interpretation of genetic assimilation and specialize it to the Boltzmann ensemble of RNA sequences. RESULTS We show that degenerate sequences i.e. sequences with more than one structure at the MFE level have the highest evolvability among all sequences and are central to evolutionary innovation. Degenerate sequences also tend to cluster together in the sequence space. The selective pressure in an evolutionary simulation causes the population to move towards regions with more degenerate sequences, i.e. regions at the intersection of different neutral networks, and this causes the number of such sequences to increase well beyond the average percentage of degenerate sequences in the sequence space. We also observe that evolution by quasineutral mutations tends to conserve the number of base pairs in structures and thereby maintains structural integrity even in the presence of pressure to the contrary. CONCLUSIONS We conclude that degenerate RNA sequences play a major role in evolutionary adaptation.
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Affiliation(s)
- Reza Rezazadegan
- University of Virginia Biocomplexity Institute, 995 Research Park Boulevard, Charlottesville, 22911 USA
| | - Christian Reidys
- University of Virginia Biocomplexity Institute, 995 Research Park Boulevard, Charlottesville, 22911 USA
- Department of Mathematics, University of Virginia, 141 Cabell Drive, Charlottesville, 22904 USA
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