1
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Zang Y, Ran X, Yuan J, Wu H, Wang Y, Li H, Teng H, Sun Z. Genomic hallmarks and therapeutic targets of ribosome biogenesis in cancer. Brief Bioinform 2024; 25:bbae023. [PMID: 38343327 PMCID: PMC10859687 DOI: 10.1093/bib/bbae023] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/26/2023] [Revised: 01/11/2024] [Accepted: 01/15/2024] [Indexed: 02/15/2024] Open
Abstract
Hyperactive ribosome biogenesis (RiboSis) fuels unrestricted cell proliferation, whereas genomic hallmarks and therapeutic targets of RiboSis in cancers remain elusive, and efficient approaches to quantify RiboSis activity are still limited. Here, we have established an in silico approach to conveniently score RiboSis activity based on individual transcriptome data. By employing this novel approach and RNA-seq data of 14 645 samples from TCGA/GTEx dataset and 917 294 single-cell expression profiles across 13 cancer types, we observed the elevated activity of RiboSis in malignant cells of various human cancers, and high risk of severe outcomes in patients with high RiboSis activity. Our mining of pan-cancer multi-omics data characterized numerous molecular alterations of RiboSis, and unveiled the predominant somatic alteration in RiboSis genes was copy number variation. A total of 128 RiboSis genes, including EXOSC4, BOP1, RPLP0P6 and UTP23, were identified as potential therapeutic targets. Interestingly, we observed that the activity of RiboSis was associated with TP53 mutations, and hyperactive RiboSis was associated with poor outcomes in lung cancer patients without TP53 mutations, highlighting the importance of considering TP53 mutations during therapy by impairing RiboSis. Moreover, we predicted 23 compounds, including methotrexate and CX-5461, associated with the expression signature of RiboSis genes. The current study generates a comprehensive blueprint of molecular alterations in RiboSis genes across cancers, which provides a valuable resource for RiboSis-based anti-tumor therapy.
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Affiliation(s)
- Yue Zang
- HIM-BGI Omics Center, Hangzhou Institute of Medicine (HIM), Chinese Academy of Sciences and Institute of Genomic Medicine, Wenzhou Medical University, China
| | - Xia Ran
- Liangzhu Laboratory, Zhejiang University Medical Center, China
| | - Jie Yuan
- BGI Education Center, University of Chinese Academy of Sciences, China
| | - Hao Wu
- Institute of Genomic Medicine, Wenzhou Medical University, China
| | - Youya Wang
- Institute of Genomic Medicine, Wenzhou Medical University, China
| | - He Li
- Institute of Genomic Medicine, Wenzhou Medical University, China
| | - Huajing Teng
- Department of Radiation Oncology, Key Laboratory of Carcinogenesis and Translational Research (Ministry of Education) at Peking University Cancer Hospital and Institute, Beijing 100142, China
| | - Zhongsheng Sun
- HIM-BGI Omics Center, Hangzhou Institute of Medicine (HIM), Chinese Academy of Sciences, Institute of Genomic Medicine, Wenzhou Medical University, and Beijing Institutes of Life Science, Chinese Academy of Sciences, Hangzhou, China
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2
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Bonnamy M, Brousse A, Pirolles E, Michalakis Y, Blanc S. The genome formula of a multipartite virus is regulated both at the individual segment and the segment group levels. PLoS Pathog 2024; 20:e1011973. [PMID: 38271470 PMCID: PMC10846721 DOI: 10.1371/journal.ppat.1011973] [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: 09/12/2023] [Revised: 02/06/2024] [Accepted: 01/14/2024] [Indexed: 01/27/2024] Open
Abstract
Differential accumulation of the distinct genome segments is a common feature of viruses with segmented genomes. The reproducible and specific pattern of genome segment accumulation within the host is referred to as the "genome formula". There is speculation and some experimental support for a functional role of the genome formula by modulating gene expression through copy number variations. However, the mechanisms of genome formula regulation have not yet been identified. In this study, we investigated whether the genome formula of the octopartite nanovirus faba bean necrotic stunt virus (FBNSV) is regulated by processes acting at the individual segment vs. viral population levels. We used a leaf infiltration system to show that the two most accumulated genome segments of the FBNSV possess a greater intrinsic accumulation capacity in Vicia faba tissues than the other segments. Nevertheless, processes acting at the individual segment level are insufficient to generate the genome formula, suggesting the involvement of additional mechanisms acting at the supra-segment level. Indeed, the absence of segments with important functions during systemic infection strongly modifies the relative frequency of the others, indicating that the genome formula is a property of the segment group. Together, these results demonstrate that the FBNSV genome formula is shaped by a complex process acting at both the individual segment and the segment group levels.
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Affiliation(s)
- Mélia Bonnamy
- PHIM, Univ Montpellier, IRD, CIRAD, INRAE, Institut Agro, Montpellier, France
- MIVEGEC, CNRS, IRD, Univ Montpellier, Montpellier, France
| | - Andy Brousse
- PHIM, Univ Montpellier, IRD, CIRAD, INRAE, Institut Agro, Montpellier, France
- MIVEGEC, CNRS, IRD, Univ Montpellier, Montpellier, France
| | - Elodie Pirolles
- PHIM, Univ Montpellier, IRD, CIRAD, INRAE, Institut Agro, Montpellier, France
| | | | - Stéphane Blanc
- PHIM, Univ Montpellier, IRD, CIRAD, INRAE, Institut Agro, Montpellier, France
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3
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Namias A, Sahlin K, Makoundou P, Bonnici I, Sicard M, Belkhir K, Weill M. Nanopore sequencing of PCR products enables multicopy gene family reconstruction. Comput Struct Biotechnol J 2023; 21:3656-3664. [PMID: 37533804 PMCID: PMC10393513 DOI: 10.1016/j.csbj.2023.07.012] [Citation(s) in RCA: 1] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/08/2023] [Revised: 07/05/2023] [Accepted: 07/11/2023] [Indexed: 08/04/2023] Open
Abstract
The importance of gene amplifications in evolution is more and more recognized. Yet, tools to study multi-copy gene families are still scarce, and many such families are overlooked using common sequencing methods. Haplotype reconstruction is even harder for polymorphic multi-copy gene families. Here, we show that all variants (or haplotypes) of a multi-copy gene family present in a single genome, can be obtained using Oxford Nanopore Technologies sequencing of PCR products, followed by steps of mapping, SNP calling and haplotyping. As a proof of concept, we acquired the sequences of highly similar variants of the cidA and cidB genes present in the genome of the Wolbachia wPip, a bacterium infecting Culex pipiens mosquitoes. Our method relies on a wide database of cid genes, previously acquired by cloning and Sanger sequencing. We addressed problems commonly faced when using mapping approaches for multi-copy gene families with highly similar variants. In addition, we confirmed that PCR amplification causes frequent chimeras which have to be carefully considered when working on families of recombinant genes. We tested the robustness of the method using a combination of bioinformatics (read simulations) and molecular biology approaches (sequence acquisitions through cloning and Sanger sequencing, specific PCRs and digital droplet PCR). When different haplotypes present within a single genome cannot be reconstructed from short reads sequencing, this pipeline confers a high throughput acquisition, gives reliable results as well as insights of the relative copy numbers of the different variants.
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Affiliation(s)
- Alice Namias
- ISEM, Université de Montpellier, CNRS, IRD, EPHE, Montpellier, France
| | - Kristoffer Sahlin
- Department of Mathematics, Science for Life Laboratory, Stockholm University, 10691 Stockholm, Sweden
| | - Patrick Makoundou
- ISEM, Université de Montpellier, CNRS, IRD, EPHE, Montpellier, France
| | - Iago Bonnici
- ISEM, Université de Montpellier, CNRS, IRD, EPHE, Montpellier, France
| | - Mathieu Sicard
- ISEM, Université de Montpellier, CNRS, IRD, EPHE, Montpellier, France
| | - Khalid Belkhir
- ISEM, Université de Montpellier, CNRS, IRD, EPHE, Montpellier, France
| | - Mylène Weill
- ISEM, Université de Montpellier, CNRS, IRD, EPHE, Montpellier, France
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4
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Goldberg TL, Blevins E, Leis EM, Standish IF, Richard JC, Lueder MR, Cer RZ, Bishop-Lilly KA. Plasticity, Paralogy, and Pseudogenization: Rhabdoviruses of Freshwater Mussels Elucidate Mechanisms of Viral Genome Diversification and the Evolution of the Finfish-Infecting Rhabdoviral Genera. J Virol 2023; 97:e0019623. [PMID: 37154732 PMCID: PMC10231222 DOI: 10.1128/jvi.00196-23] [Citation(s) in RCA: 3] [Impact Index Per Article: 3.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/05/2023] [Accepted: 04/07/2023] [Indexed: 05/10/2023] Open
Abstract
Viruses in the family Rhabdoviridae display remarkable genomic variation and ecological diversity. This plasticity occurs despite the fact that, as negative sense RNA viruses, rhabdoviruses rarely if ever recombine. Here, we describe nonrecombinatorial evolutionary processes leading to genomic diversification in the Rhabdoviridae inferred from two novel rhabdoviruses of freshwater mussels (Mollusca: Bivalvia: Unionida). Killamcar virus 1 (KILLV-1) from a plain pocketbook (Lampsilis cardium) is closely related phylogenetically and transcriptionally to finfish-infecting viruses in the subfamily Alpharhabdovirinae. KILLV-1 offers a novel example of glycoprotein gene duplication, differing from previous examples in that the paralogs overlap. Evolutionary analyses reveal a clear pattern of relaxed selection due to subfunctionalization in rhabdoviral glycoprotein paralogs, which has not previously been described in RNA viruses. Chemarfal virus 1 (CHMFV-1) from a western pearlshell (Margaritifera falcata) is closely related phylogenetically and transcriptionally to viruses in the genus Novirhabdovirus, the sole recognized genus in the subfamily Gammarhabdovirinae, representing the first known gammarhabdovirus of a host other than finfish. The CHMFV-1 G-L noncoding region contains a nontranscribed remnant gene of precisely the same length as the NV gene of most novirhabdoviruses, offering a compelling example of pseudogenization. The unique reproductive strategy of freshwater mussels involves an obligate parasitic stage in which larvae encyst in the tissues of finfish, offering a plausible ecological mechanism for viral host-switching. IMPORTANCE Viruses in the family Rhabdoviridae infect a variety of hosts, including vertebrates, invertebrates, plants and fungi, with important consequences for health and agriculture. This study describes two newly discovered viruses of freshwater mussels from the United States. One virus from a plain pocketbook (Lampsilis cardium) is closely related to fish-infecting viruses in the subfamily Alpharhabdovirinae. The other virus from a western pearlshell (Margaritifera falcata) is closely related to viruses in the subfamily Gammarhabdovirinae, which until now were only known to infect finfish. Genome features of both viruses provide new evidence of how rhabdoviruses evolved their extraordinary variability. Freshwater mussel larvae attach to fish and feed on tissues and blood, which may explain how rhabdoviruses originally jumped between mussels and fish. The significance of this research is that it improves our understanding of rhabdovirus ecology and evolution, shedding new light on these important viruses and the diseases they cause.
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Affiliation(s)
- Tony L. Goldberg
- Department of Pathobiological Sciences, University of Wisconsin-Madison, Madison, Wisconsin, USA
| | - Emilie Blevins
- Xerces Society for Invertebrate Conservation, Portland, Oregon, USA
| | - Eric M. Leis
- U.S. Fish and Wildlife Service, La Crosse Fish Health Center, Midwest Fisheries Center, Onalaska, Wisconsin, USA
| | - Isaac F. Standish
- U.S. Fish and Wildlife Service, La Crosse Fish Health Center, Midwest Fisheries Center, Onalaska, Wisconsin, USA
| | - Jordan C. Richard
- Department of Pathobiological Sciences, University of Wisconsin-Madison, Madison, Wisconsin, USA
- U.S. Fish and Wildlife Service, Southwestern Virginia Field Office, Abingdon, Virginia, USA
| | - Matthew R. Lueder
- Leidos, Reston, Virginia, USA
- Biological Defense Research Directorate, Naval Medical Research Command–Frederick, Fort Detrick, Maryland, USA
| | - Regina Z. Cer
- Biological Defense Research Directorate, Naval Medical Research Command–Frederick, Fort Detrick, Maryland, USA
| | - Kimberly A. Bishop-Lilly
- Biological Defense Research Directorate, Naval Medical Research Command–Frederick, Fort Detrick, Maryland, USA
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5
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Brennan G, Stoian AMM, Yu H, Rahman MJ, Banerjee S, Stroup JN, Park C, Tazi L, Rothenburg S. Molecular Mechanisms of Poxvirus Evolution. mBio 2023; 14:e0152622. [PMID: 36515529 PMCID: PMC9973261 DOI: 10.1128/mbio.01526-22] [Citation(s) in RCA: 23] [Impact Index Per Article: 23.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/15/2022] Open
Abstract
Poxviruses are often thought to evolve relatively slowly because they are double-stranded DNA pathogens with proofreading polymerases. However, poxviruses have highly adaptable genomes and can undergo relatively rapid genotypic and phenotypic change, as illustrated by the recent increase in human-to-human transmission of monkeypox virus. Advances in deep sequencing technologies have demonstrated standing nucleotide variation in poxvirus populations, which has been underappreciated. There is also an emerging understanding of the role genomic architectural changes play in shaping poxvirus evolution. These mechanisms include homologous and nonhomologous recombination, gene duplications, gene loss, and the acquisition of new genes through horizontal gene transfer. In this review, we discuss these evolutionary mechanisms and their potential roles for adaption to novel host species and modulating virulence.
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Affiliation(s)
- Greg Brennan
- Department of Medical Microbiology and Immunology, School of Medicine, University of California, Davis, Davis, California, USA
| | - Ana M. M. Stoian
- Department of Medical Microbiology and Immunology, School of Medicine, University of California, Davis, Davis, California, USA
| | - Huibin Yu
- Department of Medical Microbiology and Immunology, School of Medicine, University of California, Davis, Davis, California, USA
| | - M. Julhasur Rahman
- Department of Medical Microbiology and Immunology, School of Medicine, University of California, Davis, Davis, California, USA
| | - Shefali Banerjee
- Department of Medical Microbiology and Immunology, School of Medicine, University of California, Davis, Davis, California, USA
| | - Jeannine N. Stroup
- Department of Medical Microbiology and Immunology, School of Medicine, University of California, Davis, Davis, California, USA
| | - Chorong Park
- Department of Medical Microbiology and Immunology, School of Medicine, University of California, Davis, Davis, California, USA
| | - Loubna Tazi
- Department of Medical Microbiology and Immunology, School of Medicine, University of California, Davis, Davis, California, USA
| | - Stefan Rothenburg
- Department of Medical Microbiology and Immunology, School of Medicine, University of California, Davis, Davis, California, USA
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6
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Rahman MJ, Haller SL, Stoian AMM, Li J, Brennan G, Rothenburg S. LINE-1 retrotransposons facilitate horizontal gene transfer into poxviruses. eLife 2022; 11:63327. [PMID: 36069678 PMCID: PMC9578709 DOI: 10.7554/elife.63327] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/22/2020] [Accepted: 09/06/2022] [Indexed: 11/27/2022] Open
Abstract
There is ample phylogenetic evidence that many critical virus functions, like immune evasion, evolved by the acquisition of genes from their hosts through horizontal gene transfer (HGT). However, the lack of an experimental system has prevented a mechanistic understanding of this process. We developed a model to elucidate the mechanisms of HGT into vaccinia virus, the prototypic poxvirus. All identified gene capture events showed signatures of long interspersed nuclear element-1 (LINE-1)-mediated retrotransposition, including spliced-out introns, polyadenylated tails, and target site duplications. In one case, the acquired gene integrated together with a polyadenylated host U2 small nuclear RNA. Integrations occurred across the genome, in some cases knocking out essential viral genes. These essential gene knockouts were rescued through a process of complementation by the parent virus followed by nonhomologous recombination during serial passaging to generate a single, replication-competent virus. This work links multiple evolutionary mechanisms into one adaptive cascade and identifies host retrotransposons as major drivers for virus evolution.
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Affiliation(s)
- M Julhasur Rahman
- Department of Medial Microbiology and Immunology, University of California, Davis, Davis, United States
| | - Sherry L Haller
- Center for Biodefense and Emerging Infectious Diseases, The University of Texas Medical Branch at Galveston, Galveston, United States
| | - Ana M M Stoian
- Department of Medial Microbiology and Immunology, University of California, Davis, Davis, United States
| | - Jie Li
- Genome Center, University of California, Davis, Davis, United States
| | - Greg Brennan
- Department of Medial Microbiology and Immunology, University of California, Davis, Davis, United States
| | - Stefan Rothenburg
- Department of Medical Microbiology and Immunology, University of California, Davis, Davis, United States
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7
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Gallet R, Di Mattia J, Ravel S, Zeddam JL, Vitalis R, Michalakis Y, Blanc S. Gene copy number variations at the within-host population level modulate gene expression in a multipartite virus. Virus Evol 2022; 8:veac058. [PMID: 35799884 PMCID: PMC9255600 DOI: 10.1093/ve/veac058] [Citation(s) in RCA: 12] [Impact Index Per Article: 6.0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/22/2022] [Revised: 06/02/2022] [Accepted: 06/21/2022] [Indexed: 11/12/2022] Open
Abstract
Multipartite viruses have a segmented genome, with each segment encapsidated separately. In all multipartite virus species for which the question has been addressed, the distinct segments reproducibly accumulate at a specific and host-dependent relative frequency, defined as the 'genome formula'. Here, we test the hypothesis that the multipartite genome organization facilitates the regulation of gene expression via changes of the genome formula and thus via gene copy number variations. In a first experiment, the faba bean necrotic stunt virus (FBNSV), whose genome is composed of eight DNA segments each encoding a single gene, was inoculated into faba bean or alfalfa host plants, and the relative concentrations of the DNA segments and their corresponding messenger RNAs (mRNAs) were monitored. In each of the two host species, our analysis consistently showed that the genome formula variations modulate gene expression, the concentration of each genome segment linearly and positively correlating to that of its cognate mRNA but not of the others. In a second experiment, twenty parallel FBNSV lines were transferred from faba bean to alfalfa plants. Upon host switching, the transcription rate of some genome segments changes, but the genome formula is modified in a way that compensates for these changes and maintains a similar ratio between the various viral mRNAs. Interestingly, a deep-sequencing analysis of these twenty FBNSV lineages demonstrated that the host-related genome formula shift operates independently of DNA-segment sequence mutation. Together, our results indicate that nanoviruses are plastic genetic systems, able to transiently adjust gene expression at the population level in changing environments, by modulating the copy number but not the sequence of each of their genes.
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Affiliation(s)
- Romain Gallet
- PHIM, Univ Montpellier, INRAE, CIRAD, IRD, Institut Agro, Montpellier, France
- CBGP, Univ Montpellier, INRAE, CIRAD, IRD, Institut Agro, Montpellier, France
| | - Jérémy Di Mattia
- PHIM, Univ Montpellier, INRAE, CIRAD, IRD, Institut Agro, Montpellier, France
| | - Sébastien Ravel
- PHIM, Univ Montpellier, INRAE, CIRAD, IRD, Institut Agro, Montpellier, France
| | - Jean-Louis Zeddam
- PHIM, Univ Montpellier, INRAE, CIRAD, IRD, Institut Agro, Montpellier, France
| | - Renaud Vitalis
- CBGP, Univ Montpellier, INRAE, CIRAD, IRD, Institut Agro, Montpellier, France
| | | | - Stéphane Blanc
- PHIM, Univ Montpellier, INRAE, CIRAD, IRD, Institut Agro, Montpellier, France
- MIVEGEC, Univ Montpellier, CNRS, IRD, Montpellier, France
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8
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Chaturvedi S, Pablo M, Wolf M, Rosas-Rivera D, Calia G, Kumar AJ, Vardi N, Du K, Glazier J, Ke R, Chan MF, Perelson AS, Weinberger LS. Disrupting autorepression circuitry generates "open-loop lethality" to yield escape-resistant antiviral agents. Cell 2022; 185:2086-2102.e22. [PMID: 35561685 PMCID: PMC9097017 DOI: 10.1016/j.cell.2022.04.022] [Citation(s) in RCA: 3] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/06/2021] [Revised: 03/01/2022] [Accepted: 04/14/2022] [Indexed: 12/27/2022]
Abstract
Across biological scales, gene-regulatory networks employ autorepression (negative feedback) to maintain homeostasis and minimize failure from aberrant expression. Here, we present a proof of concept that disrupting transcriptional negative feedback dysregulates viral gene expression to therapeutically inhibit replication and confers a high evolutionary barrier to resistance. We find that nucleic-acid decoys mimicking cis-regulatory sites act as "feedback disruptors," break homeostasis, and increase viral transcription factors to cytotoxic levels (termed "open-loop lethality"). Feedback disruptors against herpesviruses reduced viral replication >2-logs without activating innate immunity, showed sub-nM IC50, synergized with standard-of-care antivirals, and inhibited virus replication in mice. In contrast to approved antivirals where resistance rapidly emerged, no feedback-disruptor escape mutants evolved in long-term cultures. For SARS-CoV-2, disruption of a putative feedback circuit also generated open-loop lethality, reducing viral titers by >1-log. These results demonstrate that generating open-loop lethality, via negative-feedback disruption, may yield a class of antimicrobials with a high genetic barrier to resistance.
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Affiliation(s)
- Sonali Chaturvedi
- Gladstone/UCSF Center for Cell Circuitry, Gladstone Institutes, San Francisco, CA 94158, USA; Gladstone Institute of Virology, Gladstone Institutes, San Francisco, CA 94158, USA.
| | - Michael Pablo
- Gladstone/UCSF Center for Cell Circuitry, Gladstone Institutes, San Francisco, CA 94158, USA; Gladstone Institute of Virology, Gladstone Institutes, San Francisco, CA 94158, USA
| | - Marie Wolf
- Gladstone/UCSF Center for Cell Circuitry, Gladstone Institutes, San Francisco, CA 94158, USA; Gladstone Institute of Virology, Gladstone Institutes, San Francisco, CA 94158, USA
| | - Daniel Rosas-Rivera
- Gladstone/UCSF Center for Cell Circuitry, Gladstone Institutes, San Francisco, CA 94158, USA; Gladstone Institute of Virology, Gladstone Institutes, San Francisco, CA 94158, USA
| | - Giuliana Calia
- Gladstone/UCSF Center for Cell Circuitry, Gladstone Institutes, San Francisco, CA 94158, USA; Gladstone Institute of Virology, Gladstone Institutes, San Francisco, CA 94158, USA
| | - Arjun J Kumar
- Gladstone/UCSF Center for Cell Circuitry, Gladstone Institutes, San Francisco, CA 94158, USA; Gladstone Institute of Virology, Gladstone Institutes, San Francisco, CA 94158, USA
| | - Noam Vardi
- Gladstone/UCSF Center for Cell Circuitry, Gladstone Institutes, San Francisco, CA 94158, USA; Gladstone Institute of Virology, Gladstone Institutes, San Francisco, CA 94158, USA
| | - Kelvin Du
- Gladstone/UCSF Center for Cell Circuitry, Gladstone Institutes, San Francisco, CA 94158, USA; Gladstone Institute of Virology, Gladstone Institutes, San Francisco, CA 94158, USA
| | - Joshua Glazier
- Gladstone/UCSF Center for Cell Circuitry, Gladstone Institutes, San Francisco, CA 94158, USA; Gladstone Institute of Virology, Gladstone Institutes, San Francisco, CA 94158, USA
| | - Ruian Ke
- Theoretical Biology and Biophysics Group, Los Alamos National Laboratory, Los Alamos, NM 87545, USA
| | - Matilda F Chan
- Francis I. Proctor Foundation, University of California, San Francisco, San Francisco, CA 94158, USA; Department of Ophthalmology, University of California, San Francisco, San Francisco, CA 94158, USA
| | - Alan S Perelson
- Theoretical Biology and Biophysics Group, Los Alamos National Laboratory, Los Alamos, NM 87545, USA
| | - Leor S Weinberger
- Gladstone/UCSF Center for Cell Circuitry, Gladstone Institutes, San Francisco, CA 94158, USA; Gladstone Institute of Virology, Gladstone Institutes, San Francisco, CA 94158, USA; Department of Biochemistry and Biophysics, University of California, San Francisco, San Francisco, CA 94158, USA; Department of Pharmaceutical Chemistry, University of California, San Francisco, San Francisco, CA 94158, USA.
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9
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Tomanek I, Guet CC. Adaptation dynamics between copy-number and point mutations. eLife 2022; 11:82240. [PMID: 36546673 PMCID: PMC9833825 DOI: 10.7554/elife.82240] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/28/2022] [Accepted: 12/20/2022] [Indexed: 12/24/2022] Open
Abstract
Together, copy-number and point mutations form the basis for most evolutionary novelty, through the process of gene duplication and divergence. While a plethora of genomic data reveals the long-term fate of diverging coding sequences and their cis-regulatory elements, little is known about the early dynamics around the duplication event itself. In microorganisms, selection for increased gene expression often drives the expansion of gene copy-number mutations, which serves as a crude adaptation, prior to divergence through refining point mutations. Using a simple synthetic genetic reporter system that can distinguish between copy-number and point mutations, we study their early and transient adaptive dynamics in real time in Escherichia coli. We find two qualitatively different routes of adaptation, depending on the level of functional improvement needed. In conditions of high gene expression demand, the two mutation types occur as a combination. However, under low gene expression demand, copy-number and point mutations are mutually exclusive; here, owing to their higher frequency, adaptation is dominated by copy-number mutations, in a process we term amplification hindrance. Ultimately, due to high reversal rates and pleiotropic cost, copy-number mutations may not only serve as a crude and transient adaptation, but also constrain sequence divergence over evolutionary time scales.
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Affiliation(s)
- Isabella Tomanek
- Institute of Science and Technology AustriaKlosterneuburgAustria
| | - Călin C Guet
- Institute of Science and Technology AustriaKlosterneuburgAustria
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10
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Zhu S, Gao B, Umetsu Y, Peigneur S, Li P, Ohki S, Tytgat J. Adaptively evolved human oral actinomyces-sourced defensins show therapeutic potential. EMBO Mol Med 2021; 14:e14499. [PMID: 34927385 PMCID: PMC8819291 DOI: 10.15252/emmm.202114499] [Citation(s) in RCA: 7] [Impact Index Per Article: 2.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/02/2021] [Revised: 11/29/2021] [Accepted: 12/03/2021] [Indexed: 12/12/2022] Open
Abstract
The development of eukaryote‐derived antimicrobial peptides as systemically administered drugs has proven a challenging task. Here, we report the first human oral actinomyces‐sourced defensin—actinomycesin—that shows promise for systemic therapy. Actinomycesin and its homologs are only present in actinobacteria and myxobacteria, and share similarity with a group of ancient invertebrate‐type defensins reported in fungi and invertebrates. Signatures of natural selection were detected in defensins from the actinomyces colonized in human oral cavity and ruminant rumen and dental plaque, highlighting their role in adaptation to complex multispecies bacterial communities. Consistently, actinomycesin exhibited potent antibacterial activity against oral bacteria and clinical isolates of Staphylococcus and synergized with two classes of human salivary antibacterial factors. Actinomycesin specifically inhibited bacterial peptidoglycan synthesis and displayed weak immunomodulatory activity and low toxicity on human and mammalian cells and ion channels in the heart and central nervous system. Actinomycesin was highly efficient in mice infected with Streptococcus pneumoniae and mice with MRSA‐induced experimental peritoneal infection. This work identifies human oral bacteria as a new source of systemic anti‐infective drugs.
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Affiliation(s)
- Shunyi Zhu
- Group of Peptide Biology and Evolution, State Key Laboratory of Integrated Management of Pest Insects and Rodents, Institute of Zoology, Chinese Academy of Sciences, Beijing, China
| | - Bin Gao
- Group of Peptide Biology and Evolution, State Key Laboratory of Integrated Management of Pest Insects and Rodents, Institute of Zoology, Chinese Academy of Sciences, Beijing, China
| | - Yoshitaka Umetsu
- Center for Nano Materials and Technology (CNMT), Japan Advanced Institute of Science and Technology (JAIST), Nomi, Japan
| | - Steve Peigneur
- Toxicology and Pharmacology, University of Leuven, Leuven, Belgium
| | - Ping Li
- Key Laboratory for Biomedical Effects of Nanomaterials and Nanosafety (Chinese Academy of Sciences), National Center for Nanoscience and Technology, Beijing, China
| | - Shinya Ohki
- Center for Nano Materials and Technology (CNMT), Japan Advanced Institute of Science and Technology (JAIST), Nomi, Japan
| | - Jan Tytgat
- Toxicology and Pharmacology, University of Leuven, Leuven, Belgium
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Abstract
Multipartite virus genomes are composed of several segments, each packaged in a distinct viral particle. Although this puzzling genome architecture is found in ∼17% of known viral species, its distribution among hosts or among distinct types of genome-composing nucleic acid remains poorly understood. No convincing advantage of multipartitism has been identified, yet the maintenance of genomic integrity appears problematic. Here we review recent studies shedding light on these issues. Multipartite viruses rapidly modify the copy number of each segment/gene from one host species to another, a putative benefit if host switches are common. One multipartite virus functions in a multicellular way: The segments do not all need to be present in the same cell and can functionally complement across cells, maintaining genome integrity within hosts. The genomic integrity maintenance during host-to-host transmission needs further elucidation. These features challenge several virology foundations and could apply to other multicomponent viral systems.
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Affiliation(s)
- Yannis Michalakis
- Maladies Infectieuses et Vecteurs Écologie, Génétique, Évolution et Contrôle (MIVEGEC), Centre National de la Recherche Scientifique (CNRS), Institut de Recherche pour le Développement (IRD), Université Montpellier, 34394 Montpellier, France;
| | - Stéphane Blanc
- Unité Mixte de Recherche-Biologie et Génétique des Interactions Plante-Parasite (UMR BGPI), Institut National de Recherche en Agriculture, Alimentation et Environnement (INRAE), Centre de Coopération Internationale en Recherche Agronomique pour le Développement (CIRAD), Montpellier SupAgro, Université Montpellier, 34398 Montpellier, France;
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12
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Child SJ, Greninger AL, Geballe AP. Rapid adaptation to human protein kinase R by a unique genomic rearrangement in rhesus cytomegalovirus. PLoS Pathog 2021; 17:e1009088. [PMID: 33497413 PMCID: PMC7864422 DOI: 10.1371/journal.ppat.1009088] [Citation(s) in RCA: 6] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/03/2020] [Revised: 02/05/2021] [Accepted: 01/04/2021] [Indexed: 02/07/2023] Open
Abstract
Cytomegaloviruses (CMVs) are generally unable to cross species barriers, in part because prolonged coevolution with one host species limits their ability to evade restriction factors in other species. However, the limitation in host range is incomplete. For example, rhesus CMV (RhCMV) can replicate in human cells, albeit much less efficiently than in rhesus cells. Previously we reported that the protein kinase R (PKR) antagonist encoded by RhCMV, rTRS1, has limited activity against human PKR but is nonetheless necessary and sufficient to enable RhCMV replication in human fibroblasts (HF). We now show that knockout of PKR in human cells or treatment with the eIF2B agonist ISRIB, which overcomes the translational inhibition resulting from PKR activation, augments RhCMV replication in HF, indicating that human PKR contributes to the inefficiency of RhCMV replication in HF. Serial passage of RhCMV in HF reproducibly selected for viruses with improved ability to replicate in human cells. The evolved viruses contain an inverted duplication of the terminal 6.8 kb of the genome, including rTRS1. The duplication replaces ~11.8 kb just downstream of an internal sequence element, pac1-like, which is very similar to the pac1 cleavage and packaging signal found near the terminus of the genome. Plaque-purified evolved viruses produced at least twice as much rTRS1 as the parental RhCMV and blocked the PKR pathway more effectively in HF. Southern blots revealed that unlike the parental RhCMV, viruses with the inverted duplication isomerize in a manner similar to HCMV and other herpesviruses that have internal repeat sequences. The apparent ease with which this duplication event occurs raises the possibility that the pac1-like site, which is conserved in Old World monkey CMV genomes, may serve a function in facilitating rapid adaptation to evolutionary obstacles.
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Affiliation(s)
- Stephanie J. Child
- Divisions of Human Biology and Clinical Research, Fred Hutchinson Cancer Research Center, Seattle, Washington, United States of America
| | - Alexander L. Greninger
- Department of Laboratory Medicine, University of Washington, Seattle, Washington, United States of America
| | - Adam P. Geballe
- Divisions of Human Biology and Clinical Research, Fred Hutchinson Cancer Research Center, Seattle, Washington, United States of America
- Departments of Medicine and Microbiology, University of Washington, Seattle, Washington, United States of America
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Todd RT, Selmecki A. Expandable and reversible copy number amplification drives rapid adaptation to antifungal drugs. eLife 2020; 9:e58349. [PMID: 32687060 PMCID: PMC7371428 DOI: 10.7554/elife.58349] [Citation(s) in RCA: 71] [Impact Index Per Article: 17.8] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/28/2020] [Accepted: 07/09/2020] [Indexed: 12/13/2022] Open
Abstract
Previously, we identified long repeat sequences that are frequently associated with genome rearrangements, including copy number variation (CNV), in many diverse isolates of the human fungal pathogen Candida albicans (Todd et al., 2019). Here, we describe the rapid acquisition of novel, high copy number CNVs during adaptation to azole antifungal drugs. Single-cell karyotype analysis indicates that these CNVs appear to arise via a dicentric chromosome intermediate and breakage-fusion-bridge cycles that are repaired using multiple distinct long inverted repeat sequences. Subsequent removal of the antifungal drug can lead to a dramatic loss of the CNV and reversion to the progenitor genotype and drug susceptibility phenotype. These findings support a novel mechanism for the rapid acquisition of antifungal drug resistance and provide genomic evidence for the heterogeneity frequently observed in clinical settings.
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Affiliation(s)
- Robert T Todd
- Department of Microbiology and Immunology, University of Minnesota Medical SchoolMinneapolis, MinnesotaUnited States
| | - Anna Selmecki
- Department of Microbiology and Immunology, University of Minnesota Medical SchoolMinneapolis, MinnesotaUnited States
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14
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Nguyen A, Maisnier-Patin S, Yamayoshi I, Kofoid E, Roth JR. Selective Inbreeding: Genetic Crosses Drive Apparent Adaptive Mutation in the Cairns-Foster System of Escherichia coli. Genetics 2020; 214:333-354. [PMID: 31810989 PMCID: PMC7017022 DOI: 10.1534/genetics.119.302754] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/23/2019] [Accepted: 12/02/2019] [Indexed: 01/09/2023] Open
Abstract
The Escherichia coli system of Cairns and Foster employs a lac frameshift mutation that reverts rarely (10-9/cell/division) during unrestricted growth. However, when 108 cells are plated on lactose medium, the nongrowing lawn produces ∼50 Lac+ revertant colonies that accumulate linearly with time over 5 days. Revertants carry very few associated mutations. This behavior has been attributed to an evolved mechanism ("adaptive mutation" or "stress-induced mutagenesis") that responds to starvation by preferentially creating mutations that improve growth. We describe an alternative model, "selective inbreeding," in which natural selection acts during intercellular transfer of the plasmid that carries the mutant lac allele and the dinB gene for an error-prone polymerase. Revertant genome sequences show that the plasmid is more intensely mutagenized than the chromosome. Revertants vary widely in their number of plasmid and chromosomal mutations. Plasmid mutations are distributed evenly, but chromosomal mutations are focused near the replication origin. Rare, heavily mutagenized, revertants have acquired a plasmid tra mutation that eliminates conjugation ability. These findings support the new model, in which revertants are initiated by rare pre-existing cells (105) with many copies of the F'lac plasmid. These cells divide under selection, producing daughters that mate. Recombination between donor and recipient plasmids initiates rolling-circle plasmid over-replication, causing a mutagenic elevation of DinB level. A lac+ reversion event starts chromosome replication and mutagenesis by accumulated DinB. After reversion, plasmid transfer moves the revertant lac+ allele into an unmutagenized cell, and away from associated mutations. Thus, natural selection explains why mutagenesis appears stress-induced and directed.
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Affiliation(s)
- Amanda Nguyen
- Department of Microbiology and Molecular Genetics, University of California, Davis, California 95616
| | - Sophie Maisnier-Patin
- Department of Microbiology and Molecular Genetics, University of California, Davis, California 95616
| | - Itsugo Yamayoshi
- Department of Microbiology and Molecular Genetics, University of California, Davis, California 95616
| | - Eric Kofoid
- Department of Microbiology and Molecular Genetics, University of California, Davis, California 95616
| | - John R Roth
- Department of Microbiology and Molecular Genetics, University of California, Davis, California 95616
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Species-Specific Host-Virus Interactions: Implications for Viral Host Range and Virulence. Trends Microbiol 2019; 28:46-56. [PMID: 31597598 DOI: 10.1016/j.tim.2019.08.007] [Citation(s) in RCA: 56] [Impact Index Per Article: 11.2] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/07/2019] [Revised: 08/11/2019] [Accepted: 08/19/2019] [Indexed: 01/09/2023]
Abstract
A growing number of studies indicate that host species-specific and virus strain-specific interactions of viral molecules with the host innate immune system play a pivotal role in determining virus host range and virulence. Because interacting proteins are likely constrained in their evolution, mutations that are selected to improve virus replication in one species may, by chance, alter the ability of a viral antagonist to inhibit immune responses in hosts the virus has not yet encountered. Based on recent findings of host-species interactions of poxvirus, herpesvirus, and influenza virus proteins, we propose a model for viral fitness and host range which considers the full interactome between a specific host species and a virus, resulting from the combination of all interactions, positive and negative, that influence whether a virus can productively infect a cell and cause disease in different hosts.
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16
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Affiliation(s)
| | - Stéphane Blanc
- BGPI, INRA, CIRAD, Montpellier SupAgro, Univ Montpellier, Montpellier, France.
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Population bottlenecks in multicomponent viruses: first forays into the uncharted territory of genome-formula drift. Curr Opin Virol 2018; 33:184-190. [DOI: 10.1016/j.coviro.2018.09.001] [Citation(s) in RCA: 10] [Impact Index Per Article: 1.7] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/25/2018] [Revised: 08/28/2018] [Accepted: 09/07/2018] [Indexed: 11/23/2022]
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