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Chopra A, Bhuvanagiri G, Natu K, Chopra A. Role of CRISPR-Cas systems in periodontal disease pathogenesis and potential for periodontal therapy: A review. Mol Oral Microbiol 2025; 40:1-16. [PMID: 39224035 DOI: 10.1111/omi.12483] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/12/2024] [Revised: 08/05/2024] [Accepted: 08/20/2024] [Indexed: 09/04/2024]
Abstract
Clustered regularly interspaced short palindromic repeats (CRISPRs) are DNA sequences capable of editing a host genome sequence. CRISPR and its specific CRISPR-associated (Cas) protein complexes have been adapted for various applications. These include activating or inhibiting specific genetic sequences or acting as molecular scissors to cut and modify the host DNA precisely. CRISPR-Cas systems are also naturally present in many oral bacteria, where they aid in nutrition, biofilm formation, inter- and intraspecies communication (quorum sensing), horizontal gene transfer, virulence, inflammation modulation, coinfection, and immune response evasion. It even functions as an adaptive immune system, defending microbes against invading viruses and foreign genetic elements from other bacteria by targeting and degrading their DNA. Recently, CRISPR-Cas systems have been tested as molecular editing tools to manipulate specific genes linked with periodontal disease (such as periodontitis) and as novel methods of delivering antimicrobial agents to overcome antimicrobial resistance. With the rapidly increasing role of CRISPR in treating inflammatory diseases, its application in periodontal disease is also becoming popular. Therefore, this review aims to discuss the different types of CRISPR-Cas in oral microbes and their role in periodontal disease pathogenesis and precision periodontal therapy.
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Affiliation(s)
- Aditi Chopra
- Department of Periodontology, Manipal College of Dental Sciences, Manipal, Manipal Academy of Higher Education, Manipal, Karnataka, India
| | - Geeta Bhuvanagiri
- Department of Periodontology, Manipal College of Dental Sciences, Manipal, Manipal Academy of Higher Education, Manipal, Karnataka, India
| | - Kshitija Natu
- School of Dentistry, University of California, Los Angeles, California, USA
| | - Avneesh Chopra
- Department of Periodontology, Oral Medicine and Oral Surgery, Institute for Dental and Craniofacial Sciences, Charité-University Medicine Berlin, Corporate member of Freie Universität Berlin, Humboldt-Universität zu Berlin, and Berlin Institute of Health, Berlin, Germany
- Manipal College of Dental Sciences, Manipal, Manipal Academy of Higher Education, Manipal, Karnataka, India
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2
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Zhang AN, Gaston JM, Cárdenas P, Zhao S, Gu X, Alm EJ. CRISPR-Cas spacer acquisition is a rare event in human gut microbiome. CELL GENOMICS 2025; 5:100725. [PMID: 39719706 PMCID: PMC11770219 DOI: 10.1016/j.xgen.2024.100725] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 07/09/2024] [Revised: 09/12/2024] [Accepted: 11/25/2024] [Indexed: 12/26/2024]
Abstract
Host-parasite relationships drive the evolution of both parties. In microbe-phage dynamics, CRISPR functions as an adaptive defense mechanism, updating immunity via spacer acquisition. Here, we investigated these interactions within the human gut microbiome, uncovering low frequencies of spacer acquisition at an average rate of one spacer every ∼2.9 point mutations using isolates' whole genomes and ∼2.7 years using metagenome time series. We identified a highly prevalent CRISPR array in Bifidobacterium longum spreading via horizontal gene transfer (HGT), with six spacers found in various genomic regions in 15 persons from the United States and Europe. These spacers, targeting two prominent Bifidobacterium phages, comprised 76% of spacer occurrence of all spacers targeting these phages in all B. longum populations. This result suggests that HGT of an entire CRISPR-Cas system introduced three times more spacers than local CRISPR-Cas acquisition in B. longum. Overall, our findings identified key ecological and evolutionary factors in prokaryote adaptive immunity.
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Affiliation(s)
- An-Ni Zhang
- Department of Biological Engineering, Massachusetts Institute of Technology, Cambridge, MA, USA; School of Biological Sciences, Nanyang Technological University, Singapore, Singapore.
| | - Jeffry M Gaston
- School of Biological Sciences, Nanyang Technological University, Singapore, Singapore; Google, Cambridge, MA, USA
| | - Pablo Cárdenas
- Department of Biological Engineering, Massachusetts Institute of Technology, Cambridge, MA, USA
| | - Shijie Zhao
- Department of Biological Engineering, Massachusetts Institute of Technology, Cambridge, MA, USA
| | - Xiaoqiong Gu
- Singapore-MIT Alliance for Research and Technology, National University of Singapore, Singapore, Singapore
| | - Eric J Alm
- Department of Biological Engineering, Massachusetts Institute of Technology, Cambridge, MA, USA; Center for Microbiome Informatics and Therapeutics, Massachusetts Institute of Technology, Cambridge, MA, USA.
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3
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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.
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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
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4
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Zhang L, Rahman J, Chung M, Lashua L, Gordon A, Balmaseda A, Kuan G, Bonneau R, Ghedin E. CRISPR arrays as high-resolution markers to track microbial transmission during influenza infection. MICROBIOME 2023; 11:136. [PMID: 37330554 PMCID: PMC10276449 DOI: 10.1186/s40168-023-01568-0] [Citation(s) in RCA: 3] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 06/02/2022] [Accepted: 05/05/2023] [Indexed: 06/19/2023]
Abstract
BACKGROUND Disruption of the microbial community in the respiratory tract due to infections, like influenza, could impact transmission of bacterial pathogens. Using samples from a household study, we determined whether metagenomic-type analyses of the microbiome provide the resolution necessary to track transmission of airway bacteria. Microbiome studies have shown that the microbial community across various body sites tends to be more similar between individuals who cohabit in the same household than between individuals from different households. We tested whether there was increased sharing of bacteria from the airways within households with influenza infections as compared to control households with no influenza. RESULTS We obtained 221 respiratory samples that were collected from 54 individuals at 4 to 5 time points across 10 households, with and without influenza infection, in Managua, Nicaragua. From these samples, we generated metagenomic (whole genome shotgun sequencing) datasets to profile microbial taxonomy. Overall, specific bacteria and phages were differentially abundant between influenza positive households and control (no influenza infection) households, with bacteria like Rothia, and phages like Staphylococcus P68virus that were significantly enriched in the influenza-positive households. We identified CRISPR spacers detected in the metagenomic sequence reads and used these to track bacteria transmission within and across households. We observed a clear sharing of bacterial commensals and pathobionts, such as Rothia, Neisseria, and Prevotella, within and between households. However, due to the relatively small number of households in our study, we could not determine if there was a correlation between increased bacterial transmission and influenza infection. CONCLUSION We observed that airway microbial composition differences across households were associated with what appeared to be different susceptibility to influenza infection. We also demonstrate that CRISPR spacers from the whole microbial community can be used as markers to study bacterial transmission between individuals. Although additional evidence is needed to study transmission of specific bacterial strains, we observed sharing of respiratory commensals and pathobionts within and across households. Video Abstract.
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Affiliation(s)
- Lingdi Zhang
- Department of Biology, Center for Genomics and Systems Biology, New York University, New York, NY, 10003, USA
| | - Jahan Rahman
- Department of Biology, Center for Genomics and Systems Biology, New York University, New York, NY, 10003, USA
| | - Matthew Chung
- Systems Genomics Section, Laboratory of Parasitic Diseases, National Institutes of Health, NIH, Bethesda, MD, 20894, USA
| | - Lauren Lashua
- Department of Biology, Center for Genomics and Systems Biology, New York University, New York, NY, 10003, USA
| | - Aubree Gordon
- Department of Epidemiology, School of Public Health, University of Michigan, Ann Arbor, MI, 48109, USA
| | - Angel Balmaseda
- Sustainable Sciences Institute, Managua, Nicaragua
- Laboratorio Nacional de Virología, Centro Nacional de Diagnóstico Y Referencia, Ministry of Health, Managua, Nicaragua
| | - Guillermina Kuan
- Sustainable Sciences Institute, Managua, Nicaragua
- Centro de Salud Sócrates Flores Vivas, Ministry of Health, Managua, Nicaragua
| | - Richard Bonneau
- Department of Biology, Center for Genomics and Systems Biology, New York University, New York, NY, 10003, USA
| | - Elodie Ghedin
- Department of Biology, Center for Genomics and Systems Biology, New York University, New York, NY, 10003, USA.
- Department of Epidemiology, School of Public Health, University of Michigan, Ann Arbor, MI, 48109, USA.
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Iordache D, Baci GM, Căpriță O, Farkas A, Lup A, Butiuc-Keul A. Correlation between CRISPR Loci Diversity in Three Enterobacterial Taxa. Int J Mol Sci 2022; 23:12766. [PMID: 36361556 PMCID: PMC9658729 DOI: 10.3390/ijms232112766] [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: 08/08/2022] [Revised: 10/20/2022] [Accepted: 10/20/2022] [Indexed: 11/05/2022] Open
Abstract
CRISPR-Cas is an adaptive immunity system of prokaryotes, composed of CRISPR arrays and the associated proteins. The successive addition of spacer sequences in the CRISPR array has made the system a valuable molecular marker, with multiple applications. Due to the high degree of polymorphism of the CRISPR loci, their comparison in bacteria from various sources may provide insights into the evolution and spread of the CRISPR-Cas systems. The aim of this study was to establish a correlation between the enterobacterial CRISPR loci, the sequence of direct repeats (DR), and the number of spacer units, along with the geographical origin and collection source. For this purpose, 3474 genomes containing CRISPR loci from the CRISPRCasdb of Salmonella enterica, Escherichia coli, and Klebsiella pneumoniae were analyzed, and the information regarding the isolates was recorded from the NCBI database. The most prevalent was the I-E CRISPR-Cas system in all three studied taxa. E. coli also presents the I-F type, but in a much lesser percentage. The systems found in K. pneumoniae can be classified into I-E and I-E*. The I-E and I-F systems have two CRISPR loci, while I-E* has only one locus upstream of the Cas cluster. PCR primers have been developed in this study for each CRISPR locus. Distinct clustering was not evident, but statistically significant relationships occurred between the different CRISPR loci and the number of spacer units. For each of the queried taxa, the number of spacers was significantly different (p < 0.01) by origin (Africa, Asia, Australia and Oceania, Europe, North America, and South America) but was not linked to the isolation source type (human, animal, plant, food, or laboratory strains).
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Affiliation(s)
- Dumitrana Iordache
- Doctoral School of Integrative Biology, Babeș-Bolyai University, 44 Republicii street, 400015 Cluj-Napoca, Romania
- Department of Molecular Biology and Biotechnology, Faculty of Biology and Geology, Babeș-Bolyai University, 1 M. Kogalniceanu Street, 400084 Cluj-Napoca, Romania
- Centre for Systems Biology, Biodiversity and Bioresources, Babeș-Bolyai University, 5–7 Clinicilor Street, 400006 Cluj-Napoca, Romania
| | - Gabriela-Maria Baci
- Faculty of Animal Science and Biotechnology, University of Agricultural Sciences and Veterinary Medicine, 400372 Cluj-Napoca, Romania
| | - Oana Căpriță
- Department of Molecular Biology and Biotechnology, Faculty of Biology and Geology, Babeș-Bolyai University, 1 M. Kogalniceanu Street, 400084 Cluj-Napoca, Romania
| | - Anca Farkas
- Department of Molecular Biology and Biotechnology, Faculty of Biology and Geology, Babeș-Bolyai University, 1 M. Kogalniceanu Street, 400084 Cluj-Napoca, Romania
- Centre for Systems Biology, Biodiversity and Bioresources, Babeș-Bolyai University, 5–7 Clinicilor Street, 400006 Cluj-Napoca, Romania
| | - Andreea Lup
- Department of Molecular Biology and Biotechnology, Faculty of Biology and Geology, Babeș-Bolyai University, 1 M. Kogalniceanu Street, 400084 Cluj-Napoca, Romania
| | - Anca Butiuc-Keul
- Department of Molecular Biology and Biotechnology, Faculty of Biology and Geology, Babeș-Bolyai University, 1 M. Kogalniceanu Street, 400084 Cluj-Napoca, Romania
- Centre for Systems Biology, Biodiversity and Bioresources, Babeș-Bolyai University, 5–7 Clinicilor Street, 400006 Cluj-Napoca, Romania
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Lemaire C, Le Gallou B, Lanotte P, Mereghetti L, Pastuszka A. Distribution, Diversity and Roles of CRISPR-Cas Systems in Human and Animal Pathogenic Streptococci. Front Microbiol 2022; 13:828031. [PMID: 35173702 PMCID: PMC8841824 DOI: 10.3389/fmicb.2022.828031] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/02/2021] [Accepted: 01/10/2022] [Indexed: 12/26/2022] Open
Abstract
Streptococci form a wide group of bacteria and are involved in both human and animal pathologies. Among pathogenic isolates, differences have been highlighted especially concerning their adaptation and virulence profiles. CRISPR-Cas systems have been identified in bacteria and many streptococci harbor one or more systems, particularly subtypes I-C, II-A, and III-A. Since the demonstration that CRISPR-Cas act as an adaptive immune system in Streptococcus thermophilus, a lactic bacteria, the diversity and role of CRISPR-Cas were extended to many germs and functions were enlarged. Among those, the genome editing tool based on the properties of Cas endonucleases is used worldwide, and the recent attribution of the Nobel Prize illustrates the importance of this tool in the scientific world. Another application is CRISPR loci analysis, which allows to easily characterize isolates in order to understand the interactions of bacteria with their environment and visualize species evolution. In this review, we focused on the distribution, diversity and roles of CRISPR-Cas systems in the main pathogenic streptococci.
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Affiliation(s)
- Coralie Lemaire
- Université de Tours, INRAE, Infectiologie et Santé Publique, BRMF, Tours, France
- Service de Bactériologie-Virologie, Centre Hospitalier Régional Universitaire de Tours, Tours, France
| | - Brice Le Gallou
- Université de Tours, INRAE, Infectiologie et Santé Publique, BRMF, Tours, France
- Service de Bactériologie-Virologie, Centre Hospitalier Régional Universitaire de Tours, Tours, France
| | - Philippe Lanotte
- Université de Tours, INRAE, Infectiologie et Santé Publique, BRMF, Tours, France
- Service de Bactériologie-Virologie, Centre Hospitalier Régional Universitaire de Tours, Tours, France
- *Correspondence: Philippe Lanotte,
| | - Laurent Mereghetti
- Université de Tours, INRAE, Infectiologie et Santé Publique, BRMF, Tours, France
- Service de Bactériologie-Virologie, Centre Hospitalier Régional Universitaire de Tours, Tours, France
| | - Adeline Pastuszka
- Université de Tours, INRAE, Infectiologie et Santé Publique, BRMF, Tours, France
- Service de Bactériologie-Virologie, Centre Hospitalier Régional Universitaire de Tours, Tours, France
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Abstract
Oral bacteriophages (or phages), especially periodontal ones, constitute a growing area of interest, but research on oral phages is still in its infancy. Phages are bacterial viruses that may persist as intracellular parasitic deoxyribonucleic acid (DNA) or use bacterial metabolism to replicate and cause bacterial lysis. The microbiomes of saliva, oral mucosa, and dental plaque contain active phage virions, bacterial lysogens (ie, carrying dormant prophages), and bacterial strains containing short fragments of phage DNA. In excess of 2000 oral phages have been confirmed or predicted to infect species of the phyla Actinobacteria (>300 phages), Bacteroidetes (>300 phages), Firmicutes (>1000 phages), Fusobacteria (>200 phages), and Proteobacteria (>700 phages) and three additional phyla (few phages only). This article assesses the current knowledge of the diversity of the oral phage population and the mechanisms by which phages may impact the ecology of oral biofilms. The potential use of phage-based therapy to control major periodontal pathogens is also discussed.
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Affiliation(s)
- Szymon P Szafrański
- Department of Prosthetic Dentistry and Biomedical Materials Science, Hannover Medical School, Hannover, Germany
| | - Jørgen Slots
- Division of Periodontology, Diagnostic Sciences and Dental Hygiene, Ostrow School of Dentistry of USC, University of Southern California, Los Angeles, California, USA
| | - Meike Stiesch
- Department of Prosthetic Dentistry and Biomedical Materials Science, Hannover Medical School, Hannover, Germany
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Abstract
Microbial community diversity analysis can be utilized to characterize the personal microbiome that varies between individuals. CRISPR sequences, which reflect virome structure, in the human skin environment may be highly personalized similar to the structures of individual viromes. The highly personalized human skin microbiome may serve as a viable marker in personal identification. Amplicon sequencing resolution using 16S rRNA cannot identify bacterial communities sufficiently to discriminate between individuals. Thus, novel higher-resolution genetic markers are required for forensic purposes. The clustered regularly interspaced short palindromic repeats (CRISPRs) are prokaryotic genetic elements that can provide a history of infections encountered by the bacteria. The sequencing of CRISPR spacers may provide phylogenetic information with higher resolution than other markers. However, using spacer sequencing for discrimination of personal skin microbiome is difficult due to limited information on CRISPRs in human skin microbiomes. It remains unclear whether personal microbiome discrimination can be achieved using spacer diversity or which CRISPRs will be forensically relevant. We identified common CRISPRs in the human skin microbiome via metagenomic reconstruction and used amplicon sequencing for deep sequencing of spacers. We successfully reconstructed 24 putative CRISPR arrays using metagenomic data sets. A total of 1,223,462 reads from three CRISPR arrays revealed that spacers in the skin microbiome were highly personalized, and conserved repeats were commonly shared between individuals. These individual specificities observed using CRISPR typing were confirmed by comparing the CRISPR diversity to microbiome diversity assessed using 16S rRNA amplicon sequencing. CRISPR typing achieved 95.2% accuracy in personal classification, whereas 16S rRNA sequencing only achieved 52.6%. These results suggest that sequencing CRISPRs in the skin microbiome may be a more powerful approach for personal identification and ecological studies compared to conventional 16S rRNA sequencing. IMPORTANCE Microbial community diversity analysis can be utilized to characterize the personal microbiome that varies between individuals. CRISPR sequences, which reflect virome structure, in the human skin environment may be highly personalized similar to the structures of individual viromes. In this study, we identified 24 putative CRISPR arrays using a shotgun metagenome data set of the human skin microbiome. The findings of this study expand our understanding of the nature of CRISPRs by identifying novel CRISPR candidates. We developed a method to efficiently determine the diversity of three CRISPR arrays. Our analysis revealed that the CRISPR spacer diversity in the human skin microbiome is highly personalized compared with the microbiome diversity assessed by 16S rRNA sequencing, providing a new perspective on the study of the skin microbiome.
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9
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Barbour A, Glogauer J, Grinfeld L, Ostadsharif Memar R, Fine N, Tenenbaum H, Glogauer M. The role of CRISPR-Cas in advancing precision periodontics. J Periodontal Res 2021; 56:454-461. [PMID: 33452819 DOI: 10.1111/jre.12846] [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] [Received: 09/22/2020] [Revised: 11/23/2020] [Accepted: 12/22/2020] [Indexed: 12/11/2022]
Abstract
The significant advancement of molecular biology has revolutionized medicine and provided important technologies to further clinical research development. Clustered Regularly Interspaced Short Palindromic Repeats (CRISPR) are DNA sequences derived from bacteriophages which have previously infected the bacterial species. The CRISPR-Cas system plays a key role in bacterial defense by detecting and destroying DNA fragments during subsequent bacteriophage invasions. The Cas9 enzyme recognizes and cleaves new invading CRISPR-complementary DNA sequences. Researchers have taken advantage of this biological device to manipulate microbes' genes and develop novel therapeutics to tackle systemic disease. In this review, we discuss the potential of utilizing CRISPR-Cas systems in the periodontal field to develop personalized periodontal care. We summarize promising attempts to bring this technology to the clinical setting. Finally, we provide insights regarding future developments to best utilize the CRISPR-Cas systems to advance precision periodontics. Although further research is imperative to evaluate the safety and potential of using CRISPR-Cas to develop precision periodontics approaches, few studies showed promising data to support the investment into this important technology in the dental sector. CRISPR-Cas9 can be a useful tool to create knockouts in vitro and in vivo as a screening tool to identify cellular pathways involved in the pathogenesis of periodontitis. Alternative CRISPR systems such as CRISPRa, CRISPRi, and Cas13 can be used to modify the transcriptome and gene expression of genes involved in periodontitis progression. CRISPR systems such as Cas3 can be used to target the periodontal biofilm and to develop new strategies to reduce or eliminate periodontal pathogens. Currently, the utility of CRISPR-Cas applications in clinical settings is limited. Through this review, we hope to foster further discussion in the periodontal research and clinical communities with respect to the potential clinical application of novel, CRISPR-Cas based, therapeutics for periodontitis.
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Affiliation(s)
| | - Judah Glogauer
- Michael G. DeGroote School of Medicine, McMaster University, Toronto, ON, Canada
| | - Lis Grinfeld
- Faculty of Dentistry, University of Toronto, Toronto, ON, Canada
| | | | - Noah Fine
- Faculty of Dentistry, University of Toronto, Toronto, ON, Canada
| | - Howard Tenenbaum
- Faculty of Dentistry, University of Toronto, Toronto, ON, Canada.,Department of Dentistry, Centre for Advanced Dental Research and Care, Mount Sinai Hospital, Toronto, ON, Canada
| | - Michael Glogauer
- Faculty of Dentistry, University of Toronto, Toronto, ON, Canada.,Department of Dental Oncology, Maxillofacial and Ocular Prosthetics, Princess Margaret Cancer Centre, Toronto, ON, Canada
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10
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Münch PC, Franzosa EA, Stecher B, McHardy AC, Huttenhower C. Identification of Natural CRISPR Systems and Targets in the Human Microbiome. Cell Host Microbe 2021; 29:94-106.e4. [PMID: 33217332 PMCID: PMC7813156 DOI: 10.1016/j.chom.2020.10.010] [Citation(s) in RCA: 14] [Impact Index Per Article: 3.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/29/2020] [Revised: 08/28/2020] [Accepted: 10/26/2020] [Indexed: 01/13/2023]
Abstract
Many bacteria resist invasive DNA by incorporating sequences into CRISPR loci, which enable sequence-specific degradation. CRISPR systems have been well studied from isolate genomes, but culture-independent metagenomics provide a new window into their diversity. We profiled CRISPR loci and cas genes in the body-wide human microbiome using 2,355 metagenomes, yielding functional and taxonomic profiles for 2.9 million spacers by aligning the spacer content to each sample's metagenome and corresponding gene families. Spacer and repeat profiles agree qualitatively with those from isolate genomes but expand their diversity by approximately 13-fold, with the highest spacer load present in the oral microbiome. The taxonomy of spacer sequences parallels that of their source community, with functional targets enriched for viral elements. When coupled with cas gene systems, CRISPR-Cas subtypes are highly site and taxon specific. Our analysis provides a comprehensive collection of natural CRISPR-cas loci and targets in the human microbiome.
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Affiliation(s)
- Philipp C Münch
- Department of Biostatistics, Harvard School of Public Health, Boston, MA 02115, USA; Department for Computational Biology of Infection Research, Helmholtz Center for Infection Research, 38124 Braunschweig, Germany; Max von Pettenkofer-Institute for Hygiene and Clinical Microbiology, Ludwig-Maximilian University of Munich, 80336 Munich, Germany
| | - Eric A Franzosa
- Department of Biostatistics, Harvard School of Public Health, Boston, MA 02115, USA; Broad Institute of MIT and Harvard, Cambridge, MA 02142, USA
| | - Bärbel Stecher
- Max von Pettenkofer-Institute for Hygiene and Clinical Microbiology, Ludwig-Maximilian University of Munich, 80336 Munich, Germany; German Center for Infection Research (DZIF), Partner Site Munich, Munich, Germany
| | - Alice C McHardy
- Department for Computational Biology of Infection Research, Helmholtz Center for Infection Research, 38124 Braunschweig, Germany; Cluster of Excellence RESIST (EXC 2155), Hannover Medical School, 30625 Hannover, Germany.
| | - Curtis Huttenhower
- Department of Biostatistics, Harvard School of Public Health, Boston, MA 02115, USA; Broad Institute of MIT and Harvard, Cambridge, MA 02142, USA; Department of Immunology and Infectious Diseases, Harvard School of Public Health, Boston, MA 02115, USA.
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11
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Westra ER, Levin BR. It is unclear how important CRISPR-Cas systems are for protecting natural populations of bacteria against infections by mobile genetic elements. Proc Natl Acad Sci U S A 2020; 117:27777-27785. [PMID: 33122438 PMCID: PMC7668106 DOI: 10.1073/pnas.1915966117] [Citation(s) in RCA: 26] [Impact Index Per Article: 5.2] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/12/2022] Open
Abstract
Articles on CRISPR commonly open with some variant of the phrase "these short palindromic repeats and their associated endonucleases (Cas) are an adaptive immune system that exists to protect bacteria and archaea from viruses and infections with other mobile genetic elements." There is an abundance of genomic data consistent with the hypothesis that CRISPR plays this role in natural populations of bacteria and archaea, and experimental demonstrations with a few species of bacteria and their phage and plasmids show that CRISPR-Cas systems can play this role in vitro. Not at all clear are the ubiquity, magnitude, and nature of the contribution of CRISPR-Cas systems to the ecology and evolution of natural populations of microbes and the strength of selection mediated by different types of phage and plasmids to the evolution and maintenance of CRISPR-Cas systems. In this perspective, with the aid of heuristic mathematical-computer simulation models, we explore the a priori conditions under which exposure to lytic and temperate phage and conjugative plasmids will select for and maintain CRISPR-Cas systems in populations of bacteria and archaea. We review the existing literature addressing these ecological and evolutionary questions and highlight the experimental and other evidence needed to fully understand the conditions responsible for the evolution and maintenance of CRISPR-Cas systems and the contribution of these systems to the ecology and evolution of bacteria, archaea, and the mobile genetic elements that infect them.
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Affiliation(s)
- Edze R Westra
- Environment and Sustainability Institute, Biosciences, University of Exeter, Penryn, TR10 9FE Cornwall, United Kingdom;
| | - Bruce R Levin
- Department of Biology, Emory University, Atlanta, GA 30307
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12
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Garriss G, Henriques-Normark B. Lysogeny in Streptococcus pneumoniae. Microorganisms 2020; 8:E1546. [PMID: 33036379 PMCID: PMC7600539 DOI: 10.3390/microorganisms8101546] [Citation(s) in RCA: 6] [Impact Index Per Article: 1.2] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/14/2020] [Accepted: 10/05/2020] [Indexed: 12/31/2022] Open
Abstract
Bacterial viruses, or bacteriophages, are major contributors to the evolution, pathogenesis and overall biology of their host bacteria. During their life cycle, temperate bacteriophages form stable associations with their host by integrating into the chromosome, a process called lysogeny. Isolates of the human pathogen Streptococcus pneumoniae are frequently lysogenic, and genomic studies have allowed the classification of these phages into distinct phylogenetic groups. Here, we review the recent advances in the characterization of temperate pneumococcal phages, with a focus on their genetic features and chromosomal integration loci. We also discuss the contribution of phages, and specific phage-encoded features, to colonization and virulence. Finally, we discuss interesting research perspectives in this field.
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Affiliation(s)
- Geneviève Garriss
- Department of Microbiology, Tumor and Cell Biology, Karolinska Institutet, 171 77 Stockholm, Sweden
| | - Birgitta Henriques-Normark
- Department of Microbiology, Tumor and Cell Biology, Karolinska Institutet, 171 77 Stockholm, Sweden
- Clinical Microbiology, Karolinska University Hospital, Bioclinicum, 171 76 Stockholm, Sweden
- Lee Kong Chian School of Medicine (LKC) and Singapore Centre on Environmental Life Sciences Engineering (SCELSE), Nanyang Technological University, Singapore 639798, Singapore
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13
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Kumar PS, Subramanian K. Demystifying the mist: Sources of microbial bioload in dental aerosols. J Periodontol 2020; 91:1113-1122. [PMID: 32662070 PMCID: PMC7405170 DOI: 10.1002/jper.20-0395] [Citation(s) in RCA: 37] [Impact Index Per Article: 7.4] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/22/2020] [Revised: 06/22/2020] [Accepted: 06/23/2020] [Indexed: 12/12/2022]
Abstract
The risk of transmitting airborne pathogens is an important consideration in dentistry and has acquired special significance in the context of recent respiratory disease epidemics. The purpose of this review, therefore, is to examine (1) what is currently known regarding the physics of aerosol creation, (2) the types of environmental contaminants generated by dental procedures, (3) the nature, quantity, and sources of microbiota in these contaminants and (4) the risk of disease transmission from patients to dental healthcare workers. Most dental procedures that use ultrasonics, handpieces, air‐water syringes, and lasers generate sprays, a fraction of which are aerosolized. The vast heterogeneity in the types of airborne samples collected (spatter, settled aerosol, or harvested air), the presence and type of at‐source aerosol reduction methods (high‐volume evacuators, low volume suction, or none), the methods of microbial sampling (petri dishes with solid media, filter paper discs, air harvesters, and liquid transport media) and assessment of microbial bioload (growth conditions, time of growth, specificity of microbial characterization) are barriers to drawing robust conclusions. For example, although several studies have reported the presence of microorganisms in aerosols generated by ultrasonic scalers and high‐speed turbines, the specific types of organisms or their source is not as well studied. This paucity of data does not allow for definitive conclusions to be drawn regarding saliva as a major source of airborne microorganisms during aerosol generating dental procedures. Well‐controlled, large‐scale, multi center studies using atraumatic air harvesters, open‐ended methods for microbial characterization and integrated data modeling are urgently needed to characterize the microbial constituents of aerosols created during dental procedures and to estimate time and extent of spread of these infectious agents.
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Affiliation(s)
- Purnima S Kumar
- Division of Periodontology, College of Dentistry, The Ohio State University, Columbus, OH
| | - Kumar Subramanian
- Division of Pediatric Dentistry, College of Dentistry, The Ohio State University, Columbus, OH
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14
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Lopatina A, Medvedeva S, Artamonova D, Kolesnik M, Sitnik V, Ispolatov Y, Severinov K. Natural diversity of CRISPR spacers of Thermus: evidence of local spacer acquisition and global spacer exchange. Philos Trans R Soc Lond B Biol Sci 2020; 374:20180092. [PMID: 30905291 PMCID: PMC6452258 DOI: 10.1098/rstb.2018.0092] [Citation(s) in RCA: 17] [Impact Index Per Article: 3.4] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/12/2022] Open
Abstract
We investigated the diversity of CRISPR spacers of Thermus communities from two locations in Italy, two in Chile and one location in Russia. Among the five sampling sites, a total of more than 7200 unique spacers belonging to different CRISPR-Cas systems types and subtypes were identified. Most of these spacers are not found in CRISPR arrays of sequenced Thermus strains. Comparison of spacer sets revealed that samples within the same area (separated by few to hundreds of metres) have similar spacer sets, which appear to be largely stable at least over the course of several years. While at further distances (hundreds of kilometres and more) the similarity of spacer sets is decreased, there are still multiple common spacers in Thermus communities from different continents. The common spacers can be reconstructed in identical or similar CRISPR arrays, excluding their independent appearance and suggesting an extensive migration of thermophilic bacteria over long distances. Several new Thermus phages were isolated in the sampling sites. Mapping of spacers to bacteriophage sequences revealed examples of local acquisition of spacers from some phages and distinct patterns of targeting of phage genomes by different CRISPR-Cas systems. This article is part of a discussion meeting issue ‘The ecology and evolution of prokaryotic CRISPR-Cas adaptive immune systems’.
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Affiliation(s)
- Anna Lopatina
- 1 Institute of Molecular Genetics, Russian Academy of Sciences , Moscow , Russia.,2 Institute of Gene Biology, Russian Academy of Sciences , Moscow , Russia.,7 Department of Molecular Genetics, Weizmann Institute of Science , Rehovot 76100 , Israel
| | - Sofia Medvedeva
- 3 Skolkovo Institute of Science and Technology , Skolkovo , Russia.,4 Pasteur Institute , Paris , France
| | - Daria Artamonova
- 3 Skolkovo Institute of Science and Technology , Skolkovo , Russia
| | - Matvey Kolesnik
- 3 Skolkovo Institute of Science and Technology , Skolkovo , Russia
| | - Vasily Sitnik
- 3 Skolkovo Institute of Science and Technology , Skolkovo , Russia
| | - Yaroslav Ispolatov
- 5 Department of Physics, University of Santiago de Chile , Santiago , Chile
| | - Konstantin Severinov
- 1 Institute of Molecular Genetics, Russian Academy of Sciences , Moscow , Russia.,3 Skolkovo Institute of Science and Technology , Skolkovo , Russia.,6 Waksman Institute, Department of Molecular Biology and Biochemistry, Rutgers, The State University of New Jersey , Piscataway, NJ , USA.,7 Department of Molecular Genetics, Weizmann Institute of Science , Rehovot 76100 , Israel
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15
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Pauly MD, Bautista MA, Black JA, Whitaker RJ. Diversified local CRISPR-Cas immunity to viruses of Sulfolobus islandicus. Philos Trans R Soc Lond B Biol Sci 2019; 374:20180093. [PMID: 30905292 PMCID: PMC6452263 DOI: 10.1098/rstb.2018.0093] [Citation(s) in RCA: 23] [Impact Index Per Article: 3.8] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Accepted: 01/29/2019] [Indexed: 12/26/2022] Open
Abstract
The population diversity and structure of CRISPR-Cas immunity provides key insights into virus-host interactions. Here, we examined two geographically and genetically distinct natural populations of the thermophilic crenarchaeon Sulfolobus islandicus and their interactions with Sulfolobus spindle-shaped viruses (SSVs) and S. islandicus rod-shaped viruses (SIRVs). We found that both virus families can be targeted with high population distributed immunity, whereby most immune strains target a virus using unique unshared CRISPR spacers. In Kamchatka, Russia, we observed high immunity to chronic SSVs that increases over time. In this context, we found that some SSVs had shortened genomes lacking genes that are highly targeted by the S. islandicus population, indicating a potential mechanism of immune evasion. By contrast, in Yellowstone National Park, we found high inter- and intra-strain immune diversity targeting lytic SIRVs and low immunity to chronic SSVs. In this population, we observed evidence of SIRVs evolving immunity through mutations concentrated in the first five bases of protospacers. These results indicate that diversity and structure of antiviral CRISPR-Cas immunity for a single microbial species can differ by both the population and virus type, and suggest that different virus families use different mechanisms to evade CRISPR-Cas immunity. This article is part of a discussion meeting issue 'The ecology and evolution of prokaryotic CRISPR-Cas adaptive immune systems'.
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Affiliation(s)
- Matthew D. Pauly
- Department of Microbiology, University of Illinois at Urbana-Champaign, 601 South Goodwin Avenue, Urbana, IL 61801, USA
| | - Maria A. Bautista
- Department of Microbiology, University of Illinois at Urbana-Champaign, 601 South Goodwin Avenue, Urbana, IL 61801, USA
| | - Jesse A. Black
- Department of Microbiology, University of Illinois at Urbana-Champaign, 601 South Goodwin Avenue, Urbana, IL 61801, USA
| | - Rachel J. Whitaker
- Department of Microbiology, University of Illinois at Urbana-Champaign, 601 South Goodwin Avenue, Urbana, IL 61801, USA
- Carl R. Woese Institute for Genomic Biology, University of Illinois at Urbana-Champaign, 1206 West Gregory Drive, Urbana, IL 61801, USA
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16
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Lam TJ, Ye Y. CRISPRs for Strain Tracking and Their Application to Microbiota Transplantation Data Analysis. CRISPR J 2019; 2:41-50. [PMID: 30820491 PMCID: PMC6390457 DOI: 10.1089/crispr.2018.0046] [Citation(s) in RCA: 6] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/11/2018] [Revised: 11/29/2018] [Accepted: 01/09/2019] [Indexed: 12/17/2022] Open
Abstract
CRISPR-Cas systems are adaptive immune systems naturally found in bacteria and archaea. Prokaryotes use these immune systems to defend against invaders, which include phages, plasmids, and other mobile genetic elements. Relying on the integration of spacers derived from invader sequences (protospacers) into CRISPR loci (forming spacers flanked by repeats), CRISPR-Cas systems are able to store the memory of past immunological encounters. While CRISPR-Cas systems have evolved in response to invading mobile genetic elements, invaders have also developed mechanisms to avoid detection. As a result of an arms race between CRISPR-Cas systems and their targets, CRISPR arrays typically undergo rapid turnover of spacers through the acquisition and loss events. Additionally, microbiomes of different individuals rarely share spacers. Here, we present a computational pipeline, CRISPRtrack, for strain tracking based on CRISPR spacer content, and we applied it to fecal transplantation microbiome data to study the retention of donor strains in recipients. Our results demonstrate the potential use of CRISPRs as a simple yet effective tool for donor-strain tracking in fecal transplantation and as a general purpose tool for quantifying microbiome similarity.
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Affiliation(s)
- Tony J Lam
- School of Informatics, Computing, and Engineering, Indiana University, Bloomington, Indiana
| | - Yuzhen Ye
- School of Informatics, Computing, and Engineering, Indiana University, Bloomington, Indiana
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17
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Abstract
CRISPR-Cas est un système immunitaire adaptatif utilisé par de nombreux microbes pour se défendre contre l’invasion d’acides nucléiques tels que les génomes viraux et autres éléments génétiques mobiles. Le système microbien utilise son locus CRISPR pour stocker de l’information génétique afin de produire des ARN guides. Ces derniers, de concert avec des endonucléases (Cas), empêchent des invasions futures. Des parties de ce système microbien ont été exploitées pour développer un puissant outil d’édition des génomes dans une panoplie d’organismes. La capacité de CRISPR-Cas9 à couper efficacement et à des endroits très précis de l’ADN pourrait peut-être permettre un jour de guérir certaines maladies génétiques humaines. La malléabilité de cet outil d’édition rend possible une variété d’applications allant de la modulation de l’expression de gènes à des modifications épigénétiques. Les locus CRISPR représentent également une mine d’informations pouvant servir de méthode de typage de souches microbiennes ou encore une façon d’étudier les interactions entre les bactéries et leurs habitats.
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18
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Goltsman DSA, Sun CL, Proctor DM, DiGiulio DB, Robaczewska A, Thomas BC, Shaw GM, Stevenson DK, Holmes SP, Banfield JF, Relman DA. Metagenomic analysis with strain-level resolution reveals fine-scale variation in the human pregnancy microbiome. Genome Res 2018; 28:1467-1480. [PMID: 30232199 PMCID: PMC6169887 DOI: 10.1101/gr.236000.118] [Citation(s) in RCA: 112] [Impact Index Per Article: 16.0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/15/2018] [Accepted: 08/28/2018] [Indexed: 12/22/2022]
Abstract
Recent studies suggest that the microbiome has an impact on gestational health and outcome. However, characterization of the pregnancy-associated microbiome has largely relied on 16S rRNA gene amplicon-based surveys. Here, we describe an assembly-driven, metagenomics-based, longitudinal study of the vaginal, gut, and oral microbiomes in 292 samples from 10 subjects sampled every three weeks throughout pregnancy. Nonhuman sequences in the amount of 1.53 Gb were assembled into scaffolds, and functional genes were predicted for gene- and pathway-based analyses. Vaginal assemblies were binned into 97 draft quality genomes. Redundancy analysis (RDA) of microbial community composition at all three body sites revealed gestational age to be a significant source of variation in patterns of gene abundance. In addition, health complications were associated with variation in community functional gene composition in the mouth and gut. The diversity of Lactobacillus iners-dominated communities in the vagina, unlike most other vaginal community types, significantly increased with gestational age. The genomes of co-occurring Gardnerella vaginalis strains with predicted distinct functions were recovered in samples from two subjects. In seven subjects, gut samples contained strains of the same Lactobacillus species that dominated the vaginal community of that same subject and not other Lactobacillus species; however, these within-host strains were divergent. CRISPR spacer analysis suggested shared phage and plasmid populations across body sites and individuals. This work underscores the dynamic behavior of the microbiome during pregnancy and suggests the potential importance of understanding the sources of this behavior for fetal development and gestational outcome.
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Affiliation(s)
- Daniela S Aliaga Goltsman
- March of Dimes Prematurity Research Center at Stanford University, Stanford, California 94305, USA.,Department of Microbiology and Immunology, Stanford University School of Medicine, Stanford, California 94305, USA
| | - Christine L Sun
- March of Dimes Prematurity Research Center at Stanford University, Stanford, California 94305, USA.,Department of Microbiology and Immunology, Stanford University School of Medicine, Stanford, California 94305, USA
| | - Diana M Proctor
- Department of Medicine, Stanford University School of Medicine, Stanford, California 94305, USA.,Infectious Diseases Section, Veterans Affairs Palo Alto Health Care System, Palo Alto, California 94304, USA
| | - Daniel B DiGiulio
- March of Dimes Prematurity Research Center at Stanford University, Stanford, California 94305, USA.,Department of Medicine, Stanford University School of Medicine, Stanford, California 94305, USA.,Infectious Diseases Section, Veterans Affairs Palo Alto Health Care System, Palo Alto, California 94304, USA
| | - Anna Robaczewska
- March of Dimes Prematurity Research Center at Stanford University, Stanford, California 94305, USA.,Infectious Diseases Section, Veterans Affairs Palo Alto Health Care System, Palo Alto, California 94304, USA
| | - Brian C Thomas
- Department of Earth and Planetary Science, University of California, Berkeley, California 94720, USA
| | - Gary M Shaw
- March of Dimes Prematurity Research Center at Stanford University, Stanford, California 94305, USA.,Department of Pediatrics, Stanford University School of Medicine, Stanford, California 94305, USA
| | - David K Stevenson
- March of Dimes Prematurity Research Center at Stanford University, Stanford, California 94305, USA.,Department of Pediatrics, Stanford University School of Medicine, Stanford, California 94305, USA
| | - Susan P Holmes
- Department of Statistics, Stanford University, Stanford, California 94305, USA
| | - Jillian F Banfield
- Department of Earth and Planetary Science, University of California, Berkeley, California 94720, USA.,Earth and Environmental Science, Lawrence Berkeley National Laboratory, Berkeley, California 94720, USA
| | - David A Relman
- March of Dimes Prematurity Research Center at Stanford University, Stanford, California 94305, USA.,Department of Microbiology and Immunology, Stanford University School of Medicine, Stanford, California 94305, USA.,Department of Medicine, Stanford University School of Medicine, Stanford, California 94305, USA.,Infectious Diseases Section, Veterans Affairs Palo Alto Health Care System, Palo Alto, California 94304, USA
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19
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Hidalgo-Cantabrana C, Sanozky-Dawes R, Barrangou R. Insights into the Human Virome Using CRISPR Spacers from Microbiomes. Viruses 2018; 10:v10090479. [PMID: 30205462 PMCID: PMC6165519 DOI: 10.3390/v10090479] [Citation(s) in RCA: 16] [Impact Index Per Article: 2.3] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/08/2018] [Revised: 08/31/2018] [Accepted: 09/03/2018] [Indexed: 12/21/2022] Open
Abstract
Due to recent advances in next-generation sequencing over the past decade, our understanding of the human microbiome and its relationship to health and disease has increased dramatically. Yet, our insights into the human virome, and its interplay with important microbes that impact human health, is relatively limited. Prokaryotic and eukaryotic viruses are present throughout the human body, comprising a large and diverse population which influences several niches and impacts our health at various body sites. The presence of prokaryotic viruses like phages, has been documented at many different body sites, with the human gut being the richest ecological niche. Clustered Regularly Interspaced Short Palindromic Repeats (CRISPR) and associated proteins constitute the adaptive immune system of bacteria, which prevents attack by invasive nucleic acid. CRISPR-Cas systems function by uptake and integration of foreign genetic element sequences into the CRISPR array, which constitutes a genomic archive of iterative vaccination events. Consequently, CRISPR spacers can be investigated to reconstruct interplay between viruses and bacteria, and metagenomic sequencing data can be exploited to provide insights into host-phage interactions within a niche. Here, we show how the CRISPR spacer content of commensal and pathogenic bacteria can be used to determine the evidence of their phage exposure. This framework opens new opportunities for investigating host-virus dynamics in metagenomic data, and highlights the need to dedicate more efforts for virome sampling and sequencing.
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Affiliation(s)
- Claudio Hidalgo-Cantabrana
- Department of Food, Bioprocessing and Nutrition Sciences, North Carolina State University, 400 Dan Allen Drive, Campus BOX 7624, Raleigh, NC 27695, USA.
| | - Rosemary Sanozky-Dawes
- Department of Food, Bioprocessing and Nutrition Sciences, North Carolina State University, 400 Dan Allen Drive, Campus BOX 7624, Raleigh, NC 27695, USA.
| | - Rodolphe Barrangou
- Department of Food, Bioprocessing and Nutrition Sciences, North Carolina State University, 400 Dan Allen Drive, Campus BOX 7624, Raleigh, NC 27695, USA.
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20
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How adaptive immunity constrains the composition and fate of large bacterial populations. Proc Natl Acad Sci U S A 2018; 115:E7462-E7468. [PMID: 30038015 DOI: 10.1073/pnas.1802887115] [Citation(s) in RCA: 9] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/18/2022] Open
Abstract
Features of the CRISPR-Cas system, in which bacteria integrate small segments of phage genome (spacers) into their DNA to neutralize future attacks, suggest that its effect is not limited to individual bacteria but may control the fate and structure of whole populations. Emphasizing the population-level impact of the CRISPR-Cas system, recent experiments show that some bacteria regulate CRISPR-associated genes via the quorum sensing (QS) pathway. Here we present a model that shows that from the highly stochastic dynamics of individual spacers under QS control emerges a rank-abundance distribution of spacers that is time invariant, a surprising prediction that we test with dynamic spacer-tracking data from literature. This distribution depends on the state of the competing phage-bacteria population, which due to QS-based regulation may coexist in multiple stable states that vary significantly in their phage-to-bacterium ratio, a widely used ecological measure to characterize microbial systems.
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21
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Parras-Moltó M, Rodríguez-Galet A, Suárez-Rodríguez P, López-Bueno A. Evaluation of bias induced by viral enrichment and random amplification protocols in metagenomic surveys of saliva DNA viruses. MICROBIOME 2018; 6:119. [PMID: 29954453 PMCID: PMC6022446 DOI: 10.1186/s40168-018-0507-3] [Citation(s) in RCA: 74] [Impact Index Per Article: 10.6] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 02/28/2018] [Accepted: 06/19/2018] [Indexed: 05/02/2023]
Abstract
BACKGROUND Viruses are key players regulating microbial ecosystems. Exploration of viral assemblages is now possible thanks to the development of metagenomics, the most powerful tool available for studying viral ecology and discovering new viruses. Unfortunately, several sources of bias lead to the misrepresentation of certain viruses within metagenomics workflows, hindering the shift from merely descriptive studies towards quantitative comparisons of communities. Therefore, benchmark studies on virus enrichment and random amplification protocols are required to better understand the sources of bias. RESULTS We assessed the bias introduced by viral enrichment on mock assemblages composed of seven DNA viruses, and the bias from random amplification methods on human saliva DNA viromes, using qPCR and deep sequencing, respectively. While iodixanol cushions and 0.45 μm filtration preserved the original composition of nuclease-protected viral genomes, low-force centrifugation and 0.22 μm filtration removed large viruses. Comparison of unamplified and randomly amplified saliva viromes revealed that multiple displacement amplification (MDA) induced stochastic bias from picograms of DNA template. However, the type of bias shifted to systematic using 1 ng, with only a marginal influence by amplification time. Systematic bias consisted of over-amplification of small circular genomes, and under-amplification of those with extreme GC content, a negative bias that was shared with the PCR-based sequence-independent, single-primer amplification (SISPA) method. MDA based on random priming provided by a DNA primase activity slightly outperformed those based on random hexamers and SISPA, which may reflect differences in ability to handle sequences with extreme GC content. SISPA viromes showed uneven coverage profiles, with high coverage peaks in regions with low linguistic sequence complexity. Despite misrepresentation of certain viruses after random amplification, ordination plots based on dissimilarities among contig profiles showed perfect overlapping of related amplified and unamplified saliva viromes and strong separation from unrelated saliva viromes. This result suggests that random amplification bias has a minor impact on beta diversity studies. CONCLUSIONS Benchmark analyses of mock and natural communities of viruses improve understanding and mitigate bias in metagenomics surveys. Bias induced by random amplification methods has only a minor impact on beta diversity studies of human saliva viromes.
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Affiliation(s)
- Marcos Parras-Moltó
- Centro de Biología Molecular Severo Ochoa (Universidad Autónoma de Madrid/Consejo Superior de Investigaciones Científicas), Madrid, Spain
| | - Ana Rodríguez-Galet
- Centro de Biología Molecular Severo Ochoa (Universidad Autónoma de Madrid/Consejo Superior de Investigaciones Científicas), Madrid, Spain
| | - Patricia Suárez-Rodríguez
- Centro de Biología Molecular Severo Ochoa (Universidad Autónoma de Madrid/Consejo Superior de Investigaciones Científicas), Madrid, Spain
| | - Alberto López-Bueno
- Centro de Biología Molecular Severo Ochoa (Universidad Autónoma de Madrid/Consejo Superior de Investigaciones Científicas), Madrid, Spain.
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22
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Abstract
Clustered regularly interspaced short palindromic repeats (CRISPR) and CRISPR-associated proteins (Cas) constitute a multi-functional, constantly evolving immune system in bacteria and archaea cells. A heritable, molecular memory is generated of phage, plasmids, or other mobile genetic elements that attempt to attack the cell. This memory is used to recognize and interfere with subsequent invasions from the same genetic elements. This versatile prokaryotic tool has also been used to advance applications in biotechnology. Here we review a large body of CRISPR-Cas research to explore themes of evolution and selection, population dynamics, horizontal gene transfer, specific and cross-reactive interactions, cost and regulation, non-immunological CRISPR functions that boost host cell robustness, as well as applicable mechanisms for efficient and specific genetic engineering. We offer future directions that can be addressed by the physics community. Physical understanding of the CRISPR-Cas system will advance uses in biotechnology, such as developing cell lines and animal models, cell labeling and information storage, combatting antibiotic resistance, and human therapeutics.
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Affiliation(s)
- Melia E Bonomo
- Department of Physics and Astronomy, Rice University, Houston, TX 77005, United States of America. Center for Theoretical Biological Physics, Rice University, Houston, TX 77005, United States of America
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23
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Payne P, Geyrhofer L, Barton NH, Bollback JP. CRISPR-based herd immunity can limit phage epidemics in bacterial populations. eLife 2018; 7:e32035. [PMID: 29521625 PMCID: PMC5922976 DOI: 10.7554/elife.32035] [Citation(s) in RCA: 24] [Impact Index Per Article: 3.4] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/07/2017] [Accepted: 03/08/2018] [Indexed: 01/27/2023] Open
Abstract
Herd immunity, a process in which resistant individuals limit the spread of a pathogen among susceptible hosts has been extensively studied in eukaryotes. Even though bacteria have evolved multiple immune systems against their phage pathogens, herd immunity in bacteria remains unexplored. Here we experimentally demonstrate that herd immunity arises during phage epidemics in structured and unstructured Escherichia coli populations consisting of differing frequencies of susceptible and resistant cells harboring CRISPR immunity. In addition, we develop a mathematical model that quantifies how herd immunity is affected by spatial population structure, bacterial growth rate, and phage replication rate. Using our model we infer a general epidemiological rule describing the relative speed of an epidemic in partially resistant spatially structured populations. Our experimental and theoretical findings indicate that herd immunity may be important in bacterial communities, allowing for stable coexistence of bacteria and their phages and the maintenance of polymorphism in bacterial immunity.
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Affiliation(s)
- Pavel Payne
- Institute of Integrative BiologyUniversity of LiverpoolLiverpoolUnited Kingdom
- Institute of Science and Technology AustriaKlosterneuburgAustria
| | - Lukas Geyrhofer
- Department of Chemical EngineeringTechnion - Israel Institute of TechnologyHaifaIsrael
| | | | - Jonathan P Bollback
- Institute of Integrative BiologyUniversity of LiverpoolLiverpoolUnited Kingdom
- Institute of Science and Technology AustriaKlosterneuburgAustria
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24
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Kimura S, Uehara M, Morimoto D, Yamanaka M, Sako Y, Yoshida T. Incomplete Selective Sweeps of Microcystis Population Detected by the Leader-End CRISPR Fragment Analysis in a Natural Pond. Front Microbiol 2018; 9:425. [PMID: 29568293 PMCID: PMC5852275 DOI: 10.3389/fmicb.2018.00425] [Citation(s) in RCA: 7] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/24/2017] [Accepted: 02/22/2018] [Indexed: 11/13/2022] Open
Abstract
The freshwater cyanobacterium Microcystis aeruginosa frequently forms toxic massive blooms and exists in an arms race with its infectious phages in aquatic natural environments, and as a result, has evolved extremely diverse and elaborate antiviral defense systems, including the clustered regularly interspaced short palindromic repeats (CRISPR)-CRISPR-associated genes (Cas) system. Here, to assess Microcystis population dynamics associated with exogenous mobile genetic elements such as phages and plasmids, we examined the temporal variation in CRISPR genotypes (CTs) by analyzing spacer sequences detected in a natural pond between June and October 2013 when a cyanobacterial bloom occurred. A total of 463,954 high-quality leader-end CRISPR sequences were obtained and the sequences containing spacers were classified into 31 previously reported CTs and 68 new CTs based on the shared order of the leader-end spacers. CT19 was the most dominant genotype (32%) among the 16 most common CTs, followed by CT52 (14%) and CT58 (9%). Spacer repertoires of CT19 showed mainly two different types; CT19origin, which was identical to the CT19 spacer repertoire of previously isolated strains, and CT19new+, which contained a new spacer at the leader-end of the CRISPR region of CT19origin, which were present in almost equal abundance, accounting for up to 99.94% of CT19 sequences. Surprisingly, we observed the spacer repertoires of the second to tenth spacers of CT19origin at the most leader-end of proto-genotype sequences of CT19origin. These were observed during the sampling in this study and our previous study at the same ecosystem in 2010 and 2011, suggesting these CTs persisted from 2011 to 2013 in spite of phage pressure. The leader-end variants were observed in other CT genotypes. These findings indicated an incomplete selective sweep of Microcystis populations. We explained the phenomenon as follow; the abundance of Microcystis varied seasonally and drastically, resulting that Microcystis populations experience a bottleneck once a year, and thereby founder effects following a bottleneck mean that older CTs have an equal chance of increasing in prevalence as the CTs generated following acquisition of newer spacers.
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Affiliation(s)
- Shigeko Kimura
- Graduate School of Agriculture, Kyoto University, Kyoto, Japan.,School of Environmental Science, The University of Shiga Prefecture, Hikone, Japan
| | - Mika Uehara
- Graduate School of Agriculture, Kyoto University, Kyoto, Japan
| | - Daichi Morimoto
- Graduate School of Agriculture, Kyoto University, Kyoto, Japan
| | - Momoko Yamanaka
- Graduate School of Agriculture, Kyoto University, Kyoto, Japan
| | - Yoshihiko Sako
- Graduate School of Agriculture, Kyoto University, Kyoto, Japan
| | - Takashi Yoshida
- Graduate School of Agriculture, Kyoto University, Kyoto, Japan
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25
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Beauruelle C, Pastuszka A, Horvath P, Perrotin F, Mereghetti L, Lanotte P. CRISPR: A Useful Genetic Feature to Follow Vaginal Carriage of Group B Streptococcus. Front Microbiol 2017; 8:1981. [PMID: 29075246 PMCID: PMC5641575 DOI: 10.3389/fmicb.2017.01981] [Citation(s) in RCA: 14] [Impact Index Per Article: 1.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/28/2017] [Accepted: 09/25/2017] [Indexed: 11/16/2022] Open
Abstract
Clustered regularly interspaced short palindromic repeats (CRISPR) and Cas (CRISPR-associated proteins) play a critical role in adaptive immunity against mobile genetic elements, especially phages, through their ability to acquire novel spacer sequences. Polarized spacer acquisition results in spacer polymorphism and temporal organization of CRISPR loci, making them attractive epidemiological markers. Group B Streptococcus (GBS), a genital commensal for 10 to 30% of healthy women and a major neonatal pathogen, possesses a ubiquitous and functional CRISPR1 locus. Our aim was to assess the CRISPR1 locus as an epidemiological marker to follow vaginal carriage of GBS in women. This study also allowed us to observe the evolution of the CRISPR1 locus in response to probable phage infection occurring in vivo. We followed carriage of GBS among 100 women over an 11-year period, with a median duration of approximately 2 years. The CRISPR1 locus was highly conserved over time. The isolates that show the same CRISPR1 genotype were collected from 83% of women. There was an agreement between CRISPR genotyping and other typing methods [MLVA (multilocus variable number of tandem repeat Analysis) and MLST (multilocus sequence typing)] for 94% of the cases. The CRISPR1 locus of the isolates from 18 women showed modifications, four of which acquired polarized spacer, highlighting the in vivo functionality of the system. The novel spacer of one isolate had sequence similarity with phage, suggesting that phage infection occurred during carriage. These findings improve our understanding of CRISPR-Cas evolution in GBS and provide a glimpse of host-phage dynamics in vivo.
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Affiliation(s)
- Clémence Beauruelle
- Université François Rabelais de Tours, UMR1282 Infectiologie et Santé Publique, Tours, France.,INRA, UMR1282 Infectiologie et Santé Publique, Nouzilly, France.,Service de Bactériologie-Virologie, Centre Hospitalier Universitaire de Tours, Tours, France
| | - Adeline Pastuszka
- Université François Rabelais de Tours, UMR1282 Infectiologie et Santé Publique, Tours, France.,INRA, UMR1282 Infectiologie et Santé Publique, Nouzilly, France.,Service de Bactériologie-Virologie, Centre Hospitalier Universitaire de Tours, Tours, France
| | | | - Franck Perrotin
- Inserm U930, Université François Rabelais de Tours, Tours, France.,Département d'Obstétrique de Gynécologie et de Médecine Fœtale, Centre Hospitalier Universitaire de Tours, Tours, France
| | - Laurent Mereghetti
- Université François Rabelais de Tours, UMR1282 Infectiologie et Santé Publique, Tours, France.,INRA, UMR1282 Infectiologie et Santé Publique, Nouzilly, France.,Service de Bactériologie-Virologie, Centre Hospitalier Universitaire de Tours, Tours, France
| | - Philippe Lanotte
- Université François Rabelais de Tours, UMR1282 Infectiologie et Santé Publique, Tours, France.,INRA, UMR1282 Infectiologie et Santé Publique, Nouzilly, France.,Service de Bactériologie-Virologie, Centre Hospitalier Universitaire de Tours, Tours, France
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Abstract
MOTIVATION Clustered regularly interspaced short palindromic repeats and associated proteins (CRISPR-Cas) allows more specific and efficient gene editing than all previous genetic engineering systems. These exciting discoveries stem from the finding of the CRISPR system being an adaptive immune system that protects the prokaryotes against exogenous genetic elements such as phages. Despite the exciting discoveries, almost all knowledge about CRISPRs is based only on microorganisms that can be isolated, cultured and sequenced in labs. However, about 95% of bacterial species cannot be cultured in labs. The fast accumulation of metagenomic data, which contains DNA sequences of microbial species from natural samples, provides a unique opportunity for CRISPR annotation in uncultivable microbial species. However, the large amount of data, heterogeneous coverage and shared leader sequences of some CRISPRs pose challenges for identifying CRISPRs efficiently in metagenomic data. RESULTS In this study, we developed a CRISPR finding tool for metagenomic data without relying on generic assembly, which is error-prone and computationally expensive for complex data. Our tool can run on commonly available machines in small labs. It employs properties of CRISPRs to decompose generic assembly into local assembly. We tested it on both mock and real metagenomic data and benchmarked the performance with state-of-the-art tools. AVAILABILITY AND IMPLEMENTATION The source code and the documentation of metaCRISPR is available at https://github.com/hangelwen/metaCRISPR CONTACT: yannisun@msu.edu.
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Affiliation(s)
- Jikai Lei
- Department of Computer Science and Engineering, Michigan State University, East Lansing, MI 48824, USA
| | - Yanni Sun
- Department of Computer Science and Engineering, Michigan State University, East Lansing, MI 48824, USA
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27
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A decade of discovery: CRISPR functions and applications. Nat Microbiol 2017; 2:17092. [PMID: 28581505 DOI: 10.1038/nmicrobiol.2017.92] [Citation(s) in RCA: 197] [Impact Index Per Article: 24.6] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/23/2016] [Accepted: 05/05/2017] [Indexed: 12/26/2022]
Abstract
This year marks the tenth anniversary of the identification of the biological function of CRISPR-Cas as adaptive immune systems in bacteria. In just a decade, the characterization of CRISPR-Cas systems has established a novel means of adaptive immunity in bacteria and archaea and deepened our understanding of the interplay between prokaryotes and their environment, and CRISPR-based molecular machines have been repurposed to enable a genome editing revolution. Here, we look back on the historical milestones that have paved the way for the discovery of CRISPR and its function, and discuss the related technological applications that have emerged, with a focus on microbiology. Lastly, we provide a perspective on the impacts the field has had on science and beyond.
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28
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Hynes AP, Lemay ML, Trudel L, Deveau H, Frenette M, Tremblay DM, Moineau S. Detecting natural adaptation of the Streptococcus thermophilus CRISPR-Cas systems in research and classroom settings. Nat Protoc 2017; 12:547-565. [PMID: 28207002 DOI: 10.1038/nprot.2016.186] [Citation(s) in RCA: 27] [Impact Index Per Article: 3.4] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/26/2022]
Abstract
CRISPR (clustered regularly interspaced short palindromic repeats)-Cas systems have been adapted into a powerful genome-editing tool. The basis for the flexibility of the tool lies in the adaptive nature of CRISPR-Cas as a bacterial immune system. Here, we describe a protocol to experimentally demonstrate the adaptive nature of this bacterial immune system by challenging the model organism for the study of CRISPR adaptation, Streptococcus thermophilus, with phages in order to detect natural CRISPR immunization. A bacterial culture is challenged with lytic phages, the surviving cells are screened by PCR for expansion of their CRISPR array and the newly acquired specificities are mapped to the genome of the phage. Furthermore, we offer three variants of the assay to (i) promote adaptation by challenging the system using defective viruses, (ii) challenge the system using plasmids to generate plasmid-resistant strains and (iii) bias the system to obtain natural immunity against a specifically targeted DNA sequence. The core protocol and its variants serve as a means to explore CRISPR adaptation, discover new CRISPR-Cas systems and generate bacterial strains that are resistant to phages or refractory to undesired genes or plasmids. In addition, the core protocol has served in teaching laboratories at the undergraduate level, demonstrating both its robust nature and educational value. Carrying out the core protocol takes 4 h of hands-on time over 7 d. Unlike sequence-based methods for detecting natural CRISPR adaptation, this phage-challenge-based approach results in the isolation of CRISPR-immune bacteria for downstream characterization and use.
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Affiliation(s)
- Alexander P Hynes
- Département de biochimie, de microbiologie et de bio-informatique, Faculté des sciences et de génie, Université Laval, Québec, Québec, Canada.,Groupe de recherche en écologie buccale, Faculté de médecine dentaire, Université Laval, Québec, Québec, Canada
| | - Marie-Laurence Lemay
- Département de biochimie, de microbiologie et de bio-informatique, Faculté des sciences et de génie, Université Laval, Québec, Québec, Canada.,Groupe de recherche en écologie buccale, Faculté de médecine dentaire, Université Laval, Québec, Québec, Canada
| | - Luc Trudel
- Département de biochimie, de microbiologie et de bio-informatique, Faculté des sciences et de génie, Université Laval, Québec, Québec, Canada
| | - Hélène Deveau
- Département de biochimie, de microbiologie et de bio-informatique, Faculté des sciences et de génie, Université Laval, Québec, Québec, Canada
| | - Michel Frenette
- Département de biochimie, de microbiologie et de bio-informatique, Faculté des sciences et de génie, Université Laval, Québec, Québec, Canada.,Groupe de recherche en écologie buccale, Faculté de médecine dentaire, Université Laval, Québec, Québec, Canada
| | - Denise M Tremblay
- Département de biochimie, de microbiologie et de bio-informatique, Faculté des sciences et de génie, Université Laval, Québec, Québec, Canada.,Groupe de recherche en écologie buccale, Faculté de médecine dentaire, Université Laval, Québec, Québec, Canada.,Félix d'Hérelle Reference Center for Bacterial Viruses, Faculté de médecine dentaire, Université Laval, Québec, Québec, Canada
| | - Sylvain Moineau
- Département de biochimie, de microbiologie et de bio-informatique, Faculté des sciences et de génie, Université Laval, Québec, Québec, Canada.,Groupe de recherche en écologie buccale, Faculté de médecine dentaire, Université Laval, Québec, Québec, Canada.,Félix d'Hérelle Reference Center for Bacterial Viruses, Faculté de médecine dentaire, Université Laval, Québec, Québec, Canada
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29
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Szafrański SP, Winkel A, Stiesch M. The use of bacteriophages to biocontrol oral biofilms. J Biotechnol 2017; 250:29-44. [PMID: 28108235 DOI: 10.1016/j.jbiotec.2017.01.002] [Citation(s) in RCA: 70] [Impact Index Per Article: 8.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/07/2016] [Revised: 01/09/2017] [Accepted: 01/10/2017] [Indexed: 12/15/2022]
Abstract
Infections induced by oral biofilms include caries, as well as periodontal, and peri-implant disease, and may influence quality of life, systemic health, and expenditure. As bacterial biofilms are highly resistant and resilient to conventional antibacterial therapy, it has been difficult to combat these infections. An innovative alternative to the biocontrol of oral biofilms could be to use bacteriophages or phages, the viruses of bacteria, which are specific, non-toxic, self-proliferating, and can penetrate into biofilms. Phages for Actinomyces naeslundii, Aggregatibacter actinomycetemcomitans, Enterococcus faecalis, Fusobacterium nucleatum, Lactobacillus spp., Neisseria spp., Streptococcus spp., and Veillonella spp. have been isolated and characterised. Recombinant phage enzymes (lysins) have been shown to lyse A. naeslundii and Streptococcus spp. However, only a tiny fraction of available phages and their lysins have been explored so far. The unique properties of phages and their lysins make them promising but challenging antimicrobials. The genetics and biology of phages have to be further explored in order to determine the most effective way of applying them. Studying the effect of phages and lysins on multispecies biofilms should pave the way for microbiota engineering and microbiota-based therapy.
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Affiliation(s)
- Szymon P Szafrański
- Lower Saxony Centre for Biomedical Engineering, Implant Research and Development (NIFE), Stadtfelddamm 34, D-30625 Hannover, Germany; Department of Prosthetic Dentistry and Biomedical Materials Science, Hannover Medical School (MHH), Carl-Neuberg-Strasse 1, D-30625 Hannover, Germany.
| | - Andreas Winkel
- Lower Saxony Centre for Biomedical Engineering, Implant Research and Development (NIFE), Stadtfelddamm 34, D-30625 Hannover, Germany; Department of Prosthetic Dentistry and Biomedical Materials Science, Hannover Medical School (MHH), Carl-Neuberg-Strasse 1, D-30625 Hannover, Germany
| | - Meike Stiesch
- Lower Saxony Centre for Biomedical Engineering, Implant Research and Development (NIFE), Stadtfelddamm 34, D-30625 Hannover, Germany; Department of Prosthetic Dentistry and Biomedical Materials Science, Hannover Medical School (MHH), Carl-Neuberg-Strasse 1, D-30625 Hannover, Germany.
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30
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Olm MR, Brown CT, Brooks B, Firek B, Baker R, Burstein D, Soenjoyo K, Thomas BC, Morowitz M, Banfield JF. Identical bacterial populations colonize premature infant gut, skin, and oral microbiomes and exhibit different in situ growth rates. Genome Res 2017; 27:601-612. [PMID: 28073918 PMCID: PMC5378178 DOI: 10.1101/gr.213256.116] [Citation(s) in RCA: 77] [Impact Index Per Article: 9.6] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/22/2016] [Accepted: 01/09/2017] [Indexed: 12/22/2022]
Abstract
The initial microbiome impacts the health and future development of premature infants. Methodological limitations have led to gaps in our understanding of the habitat range and subpopulation complexity of founding strains, as well as how different body sites support microbial growth. Here, we used metagenomics to reconstruct genomes of strains that colonized the skin, mouth, and gut of two hospitalized premature infants during the first month of life. Seven bacterial populations, considered to be identical given whole-genome average nucleotide identity of >99.9%, colonized multiple body sites, yet none were shared between infants. Gut-associated Citrobacter koseri genomes harbored 47 polymorphic sites that we used to define 10 subpopulations, one of which appeared in the gut after 1 wk but did not spread to other body sites. Differential genome coverage was used to measure bacterial population replication rates in situ. In all cases where the same bacterial population was detected in multiple body sites, replication rates were faster in mouth and skin compared to the gut. The ability of identical strains to colonize multiple body sites underscores the habit flexibility of initial colonists, whereas differences in microbial replication rates between body sites suggest differences in host control and/or resource availability. Population genomic analyses revealed microdiversity within bacterial populations, implying initial inoculation by multiple individual cells with distinct genotypes. Overall, however, the overlap of strains across body sites implies that the premature infant microbiome can exhibit very low microbial diversity.
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Affiliation(s)
- Matthew R Olm
- Department of Plant and Microbial Biology, University of California, Berkeley, California 94720, USA
| | - Christopher T Brown
- Department of Plant and Microbial Biology, University of California, Berkeley, California 94720, USA
| | - Brandon Brooks
- Department of Plant and Microbial Biology, University of California, Berkeley, California 94720, USA
| | - Brian Firek
- Department of Surgery, University of Pittsburgh School of Medicine, Pittsburgh, Pennsylvania 15213, USA
| | - Robyn Baker
- Division of Newborn Medicine, Children's Hospital of Pittsburgh and Magee-Womens Hospital of UPMC, Pittsburgh, Pennsylvania 15213, USA
| | - David Burstein
- Department of Earth and Planetary Science, University of California, Berkeley, California 94709, USA
| | - Karina Soenjoyo
- Department of Plant and Microbial Biology, University of California, Berkeley, California 94720, USA
| | - Brian C Thomas
- Department of Earth and Planetary Science, University of California, Berkeley, California 94709, USA
| | - Michael Morowitz
- Department of Surgery, University of Pittsburgh School of Medicine, Pittsburgh, Pennsylvania 15213, USA
| | - Jillian F Banfield
- Department of Earth and Planetary Science, University of California, Berkeley, California 94709, USA.,Department of Environmental Science, Policy, and Management, University of California, Berkeley, California 94720, USA.,Earth Sciences Division, Lawrence Berkeley National Laboratory, Berkeley, California 94720, USA
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31
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Rascovan N, Huynh H, Chouin G, Adekola K, Georges-Zimmermann P, Signoli M, Desfosses Y, Aboudharam G, Drancourt M, Desnues C. Tracing back ancient oral microbiomes and oral pathogens using dental pulps from ancient teeth. NPJ Biofilms Microbiomes 2016. [PMID: 28649400 PMCID: PMC5460193 DOI: 10.1038/s41522-016-0008-8] [Citation(s) in RCA: 7] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/14/2022] Open
Abstract
Ancient dental pulps are highly precious samples because they conserve DNA from humans and blood-borne pathogens for ages. However, little is known about the microbial communities present in dental pulps. Here, we analyzed ancient and modern dental pulp samples from different time periods and geographic regions and found that they are colonized by distinct microbial communities, which can be differentiated from other oral cavity samples. We found that despite the presence of environmental bacteria, ancient dental pulps conserve a clear and well-conserved record of oral microbes. We were able to detect several different oral pathogens in ancient and modern dental pulps, which are commonly associated with periodontal diseases. We thus showed that ancient dental pulps are not only valuable sources of DNA from humans and systemic infections, but also an open window for the study of ancient oral microbiomes.
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Affiliation(s)
- Nicolás Rascovan
- Aix Marseille University, URMITE, UM63, CNRS 7278, IRD 198, INSERM, Marseille, France
| | - Hong Huynh
- Aix Marseille University, URMITE, UM63, CNRS 7278, IRD 198, INSERM, Marseille, France
| | - Gérard Chouin
- Lyon G. Tyler Department of History, William & Mary, Virginia, USA
| | - Kolawole Adekola
- Department of Archaeology and Anthropology, University of Ibadan, Ibadan, Nigeria
| | | | - Michel Signoli
- Department of Medicine, Aix Marseille University, UMR 7268 ADES, EFS CNRS, Secteur Nord, Marseille, France
| | - Yves Desfosses
- Department of Medicine, Aix Marseille University, UMR 7268 ADES, EFS CNRS, Secteur Nord, Marseille, France
| | - Gérard Aboudharam
- Aix Marseille University, URMITE, UM63, CNRS 7278, IRD 198, INSERM, Marseille, France
| | - Michel Drancourt
- Aix Marseille University, URMITE, UM63, CNRS 7278, IRD 198, INSERM, Marseille, France
| | - Christelle Desnues
- Aix Marseille University, URMITE, UM63, CNRS 7278, IRD 198, INSERM, Marseille, France
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32
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Westra ER, Dowling AJ, Broniewski JM, van Houte S. Evolution and Ecology of CRISPR. ANNUAL REVIEW OF ECOLOGY EVOLUTION AND SYSTEMATICS 2016. [DOI: 10.1146/annurev-ecolsys-121415-032428] [Citation(s) in RCA: 54] [Impact Index Per Article: 6.0] [Reference Citation Analysis] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 11/09/2022]
Affiliation(s)
- Edze R. Westra
- Environment and Sustainability Institute and Centre for Ecology and Conservation, Biosciences, University of Exeter, Tremough Campus, Penryn TR10 9FE, United Kingdom;
| | - Andrea J. Dowling
- Environment and Sustainability Institute and Centre for Ecology and Conservation, Biosciences, University of Exeter, Tremough Campus, Penryn TR10 9FE, United Kingdom;
| | - Jenny M. Broniewski
- Environment and Sustainability Institute and Centre for Ecology and Conservation, Biosciences, University of Exeter, Tremough Campus, Penryn TR10 9FE, United Kingdom;
| | - Stineke van Houte
- Environment and Sustainability Institute and Centre for Ecology and Conservation, Biosciences, University of Exeter, Tremough Campus, Penryn TR10 9FE, United Kingdom;
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33
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Zhou H, Zhao H, Zheng J, Gao Y, Zhang Y, Zhao F, Wang J. CRISPRs provide broad and robust protection to oral microbial flora of gingival health against bacteriophage challenge. Protein Cell 2016; 6:541-545. [PMID: 26123805 PMCID: PMC4491054 DOI: 10.1007/s13238-015-0182-0] [Citation(s) in RCA: 11] [Impact Index Per Article: 1.2] [Reference Citation Analysis] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/26/2023] Open
Affiliation(s)
- Huiyue Zhou
- Computational Genomics Lab, Beijing Institutes of Life Science, Chinese Academy of Sciences, Beijing, 100101 China.,University of Chinese Academy of Sciences, Beijing, 100049 China
| | - Hui Zhao
- Wenzhou People's Hospital, Wenzhou, 325000 China
| | | | - Yuan Gao
- Computational Genomics Lab, Beijing Institutes of Life Science, Chinese Academy of Sciences, Beijing, 100101 China.,University of Chinese Academy of Sciences, Beijing, 100049 China
| | - Yanming Zhang
- Computational Genomics Lab, Beijing Institutes of Life Science, Chinese Academy of Sciences, Beijing, 100101 China
| | - Fangqing Zhao
- Computational Genomics Lab, Beijing Institutes of Life Science, Chinese Academy of Sciences, Beijing, 100101 China
| | - Jinfeng Wang
- Computational Genomics Lab, Beijing Institutes of Life Science, Chinese Academy of Sciences, Beijing, 100101 China
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34
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Abstract
Bacteria occur ubiquitously in nature and are broadly relevant throughout the food supply chain, with diverse and variable tolerance levels depending on their origin, biological role, and impact on the quality and safety of the product as well as on the health of the consumer. With increasing knowledge of and accessibility to the microbial composition of our environments, food supply, and host-associated microbiota, our understanding of and appreciation for the ratio of beneficial to undesirable bacteria are rapidly evolving. Therefore, there is a need for tools and technologies that allow definite, accurate, and high-resolution identification and typing of various groups of bacteria that include beneficial microbes such as starter cultures and probiotics, innocuous commensals, and undesirable pathogens and spoilage organisms. During the transition from the current molecular biology-based PFGE (pulsed-field gel electrophoresis) gold standard to the increasingly accessible omics-level whole-genome sequencing (WGS) N-gen standard, high-resolution technologies such as CRISPR-based genotyping constitute practical and powerful alternatives that provide valuable insights into genome microevolution and evolutionary trajectories. Indeed, several studies have shown potential for CRISPR-based typing of industrial starter cultures, health-promoting probiotic strains, animal commensal species, and problematic pathogens. Emerging CRISPR-based typing methods open new avenues for high-resolution typing of a broad range of bacteria and constitute a practical means for rapid tracking of a diversity of food-associated microbes.
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Affiliation(s)
- Rodolphe Barrangou
- Department of Food, Bioprocessing and Nutrition Sciences, North Carolina State University, Raleigh, North Carolina 27695; .,Department of Food Science, The Pennsylvania State University, University Park, Pennsylvania 16802;
| | - Edward G Dudley
- Department of Food Science, The Pennsylvania State University, University Park, Pennsylvania 16802;
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35
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Mangericao TC, Peng Z, Zhang X. Computational prediction of CRISPR cassettes in gut metagenome samples from Chinese type-2 diabetic patients and healthy controls. BMC SYSTEMS BIOLOGY 2016; 10 Suppl 1:5. [PMID: 26818725 PMCID: PMC4895601 DOI: 10.1186/s12918-015-0248-x] [Citation(s) in RCA: 8] [Impact Index Per Article: 0.9] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Subscribe] [Scholar Register] [Indexed: 12/19/2022]
Abstract
Background CRISPR has been becoming a hot topic as a powerful technique for genome editing for human and other higher organisms. The original CRISPR-Cas (Clustered Regularly Interspaced Short Palindromic Repeats coupled with CRISPR-associated proteins) is an important adaptive defence system for prokaryotes that provides resistance against invading elements such as viruses and plasmids. A CRISPR cassette contains short nucleotide sequences called spacers. These unique regions retain a history of the interactions between prokaryotes and their invaders in individual strains and ecosystems. One important ecosystem in the human body is the human gut, a rich habitat populated by a great diversity of microorganisms. Gut microbiomes are important for human physiology and health. Metagenome sequencing has been widely applied for studying the gut microbiomes. Most efforts in metagenome study has been focused on profiling taxa compositions and gene catalogues and identifying their associations with human health. Less attention has been paid to the analysis of the ecosystems of microbiomes themselves especially their CRISPR composition. Results We conducted a preliminary analysis of CRISPR sequences in a human gut metagenomic data set of Chinese individuals of type-2 diabetes patients and healthy controls. Applying an available CRISPR-identification algorithm, PILER-CR, we identified 3169 CRISPR cassettes in the data, from which we constructed a set of 1302 unique repeat sequences and 36,709 spacers. A more extensive analysis was made for the CRISPR repeats: these repeats were submitted to a more comprehensive clustering and classification using the web server tool CRISPRmap. All repeats were compared with known CRISPRs in the database CRISPRdb. A total of 784 repeats had matches in the database, and the remaining 518 repeats from our set are potentially novel ones. Conclusions The computational analysis of CRISPR composition based contigs of metagenome sequencing data is feasible. It provides an efficient approach for finding potential novel CRISPR arrays and for analysing the ecosystem and history of human microbiomes. Electronic supplementary material The online version of this article (doi:10.1186/s12918-015-0248-x) contains supplementary material, which is available to authorized users.
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Affiliation(s)
- Tatiana C Mangericao
- MOE Key Lab of Bioinformatics/Bioinformatics Division, TNLIST/Center for Synthetic and Systems Biology, and Department of Automation, Tsinghua University, Beijing, 100084, China. .,Department of Bioengineering, Instituto Superior Técnico (IST), Lisbon, Portugal.
| | - Zhanhao Peng
- MOE Key Lab of Bioinformatics/Bioinformatics Division, TNLIST/Center for Synthetic and Systems Biology, and Department of Automation, Tsinghua University, Beijing, 100084, China.
| | - Xuegong Zhang
- MOE Key Lab of Bioinformatics/Bioinformatics Division, TNLIST/Center for Synthetic and Systems Biology, and Department of Automation, Tsinghua University, Beijing, 100084, China. .,School of Life Sciences, Tsinghua University, Beijing, 100084, China.
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36
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Clustered Regularly Interspaced Short Palindromic Repeats Are emm Type-Specific in Highly Prevalent Group A Streptococci. PLoS One 2015; 10:e0145223. [PMID: 26710228 PMCID: PMC4692479 DOI: 10.1371/journal.pone.0145223] [Citation(s) in RCA: 5] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/25/2015] [Accepted: 11/30/2015] [Indexed: 12/20/2022] Open
Abstract
Clustered regularly interspaced short palindromic repeats (CRISPR) are the bacterial adaptive immune system against foreign nucleic acids. Given the variable nature of CRISPR, it could be a good marker for molecular epidemiology. Group A streptococcus is one of the major human pathogens. It has two CRISPR loci, including CRISPR01 and CRISPR02. The aim of this study was to analyze the distribution of CRISPR-associated gene cassettes (cas) and CRISPR arrays in highly prevalent emm types. The cas cassette and CRISPR array in two CRISPR loci were analyzed in a total of 332 strains, including emm1, emm3, emm4, emm12, and emm28 strains. The CRISPR type was defined by the spacer content of each CRISPR array. All strains had at least one cas cassette or CRISPR array. More than 90% of the spacers were found in one emm type, specifically. Comparing the consistency between emm and CRISPR types by Simpson’s index of diversity and the adjusted Wallace coefficient, CRISPR01 type was concordant to emm type, and CRISPR02 showed unidirectional congruence to emm type, suggesting that at least for the majority of isolates causing infection in high income countries, the emm type can be inferred from CRISPR analysis, which can further discriminate isolates sharing the same emm type.
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37
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Edwards RA, McNair K, Faust K, Raes J, Dutilh BE. Computational approaches to predict bacteriophage-host relationships. FEMS Microbiol Rev 2015; 40:258-72. [PMID: 26657537 PMCID: PMC5831537 DOI: 10.1093/femsre/fuv048] [Citation(s) in RCA: 298] [Impact Index Per Article: 29.8] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Accepted: 11/11/2015] [Indexed: 01/21/2023] Open
Abstract
Metagenomics has changed the face of virus discovery by enabling the accurate identification of viral genome sequences without requiring isolation of the viruses. As a result, metagenomic virus discovery leaves the first and most fundamental question about any novel virus unanswered: What host does the virus infect? The diversity of the global virosphere and the volumes of data obtained in metagenomic sequencing projects demand computational tools for virus–host prediction. We focus on bacteriophages (phages, viruses that infect bacteria), the most abundant and diverse group of viruses found in environmental metagenomes. By analyzing 820 phages with annotated hosts, we review and assess the predictive power of in silico phage–host signals. Sequence homology approaches are the most effective at identifying known phage–host pairs. Compositional and abundance-based methods contain significant signal for phage–host classification, providing opportunities for analyzing the unknowns in viral metagenomes. Together, these computational approaches further our knowledge of the interactions between phages and their hosts. Importantly, we find that all reviewed signals significantly link phages to their hosts, illustrating how current knowledge and insights about the interaction mechanisms and ecology of coevolving phages and bacteria can be exploited to predict phage–host relationships, with potential relevance for medical and industrial applications. New viruses infecting bacteria are increasingly being discovered in many environments through sequence-based explorations. To understand their role in microbial ecosystems, computational tools are indispensable to prioritize and guide experimental efforts. This review assesses and discusses a range of bioinformatic approaches to predict bacteriophage–host relationships when all that is known is their genome sequence.
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Affiliation(s)
- Robert A Edwards
- Department of Computer Science, San Diego State University, 5500 Campanile Dr., San Diego, CA 92182, USA Department of Marine Biology, Institute of Biology, Federal University of Rio de Janeiro, CEP 21941-902, Brazil Division of Mathematics and Computer Science, Argonne National Laboratory, 9700 S. Cass Ave, Argonne, IL 60439, USA
| | - Katelyn McNair
- Department of Computer Science, San Diego State University, 5500 Campanile Dr., San Diego, CA 92182, USA
| | - Karoline Faust
- Department of Microbiology and Immunology, Rega Institute KU Leuven, Herestraat 49, 3000 Leuven, Belgium VIB Center for the Biology of Disease, VIB, Herestraat 49, 3000 Leuven, Belgium Laboratory of Microbiology, Vrije Universiteit Brussel, Pleinlaan 2, 1050 Brussels, Belgium
| | - Jeroen Raes
- Department of Microbiology and Immunology, Rega Institute KU Leuven, Herestraat 49, 3000 Leuven, Belgium VIB Center for the Biology of Disease, VIB, Herestraat 49, 3000 Leuven, Belgium Laboratory of Microbiology, Vrije Universiteit Brussel, Pleinlaan 2, 1050 Brussels, Belgium
| | - Bas E Dutilh
- Department of Marine Biology, Institute of Biology, Federal University of Rio de Janeiro, CEP 21941-902, Brazil Theoretical Biology and Bioinformatics, Utrecht University, Padualaan 8, 3584 CH, Utrecht, the Netherlands Centre for Molecular and Biomolecular Informatics, Radboud Institute for Molecular Life Sciences, Radboud University Medical Centre, Geert Grooteplein 28, 6525 GA, Nijmegen, the Netherlands
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Santiago-Rodriguez TM, Ly M, Daigneault MC, Brown IHL, McDonald JAK, Bonilla N, Vercoe EA, Pride DT. Chemostat culture systems support diverse bacteriophage communities from human feces. MICROBIOME 2015; 3:58. [PMID: 26549756 PMCID: PMC4638026 DOI: 10.1186/s40168-015-0124-3] [Citation(s) in RCA: 18] [Impact Index Per Article: 1.8] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Figures] [Subscribe] [Scholar Register] [Received: 08/28/2015] [Accepted: 10/27/2015] [Indexed: 06/05/2023]
Abstract
BACKGROUND Most human microbiota studies focus on bacteria inhabiting body surfaces, but these surfaces also are home to large populations of viruses. Many are bacteriophages, and their role in driving bacterial diversity is difficult to decipher without the use of in vitro ecosystems that can reproduce human microbial communities. RESULTS We used chemostat culture systems known to harbor diverse fecal bacteria to decipher whether these cultures also are home to phage communities. We found that there are vast viral communities inhabiting these ecosystems, with estimated concentrations similar to those found in human feces. The viral communities are composed entirely of bacteriophages and likely contain both temperate and lytic phages based on their similarities to other known phages. We examined the cultured phage communities at five separate time points over 24 days and found that they were highly individual-specific, suggesting that much of the subject-specificity found in human viromes also is captured by this culture-based system. A high proportion of the community membership is conserved over time, but the cultured communities maintain more similarity with other intra-subject cultures than they do to human feces. In four of the five subjects, estimated viral diversity between fecal and cultured communities was highly similar. CONCLUSIONS Because the diversity of phages in these cultured fecal communities have similarities to those found in humans, we believe these communities can serve as valuable ecosystems to help uncover the role of phages in human microbial communities.
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Affiliation(s)
- Tasha M Santiago-Rodriguez
- Department of Pathology, University of California, 9500 Gilman Drive, MC 0612, La Jolla, CA, 92093-0612, USA
| | - Melissa Ly
- Department of Pathology, University of California, 9500 Gilman Drive, MC 0612, La Jolla, CA, 92093-0612, USA
| | - Michelle C Daigneault
- Department of Molecular and Cellular Biology, University of Guelph, Guelph, Ontario, Canada
| | - Ian H L Brown
- Department of Molecular and Cellular Biology, University of Guelph, Guelph, Ontario, Canada
| | - Julie A K McDonald
- Department of Molecular and Cellular Biology, University of Guelph, Guelph, Ontario, Canada
| | - Natasha Bonilla
- Department of Biology, San Diego State University, San Diego, CA, USA
| | - Emma Allen Vercoe
- Department of Molecular and Cellular Biology, University of Guelph, Guelph, Ontario, Canada
| | - David T Pride
- Department of Pathology, University of California, 9500 Gilman Drive, MC 0612, La Jolla, CA, 92093-0612, USA.
- Department of Medicine, University of California, San Diego, CA, USA.
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Abstract
Bacterial adaptive immunity hinges on CRISPR-Cas systems that provide DNA-encoded, RNA-mediated targeting of exogenous nucleic acids. A plethora of CRISPR molecular machines occur broadly in prokaryotic genomes, with a diversity of Cas nucleases that can be repurposed for various applications.
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Affiliation(s)
- Rodolphe Barrangou
- Department of Food, Bioprocessing and Nutrition Sciences, North Carolina State University, Raleigh, NC, 27695, USA.
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40
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Metagenomic reconstructions of bacterial CRISPR loci constrain population histories. ISME JOURNAL 2015; 10:858-70. [PMID: 26394009 DOI: 10.1038/ismej.2015.162] [Citation(s) in RCA: 51] [Impact Index Per Article: 5.1] [Reference Citation Analysis] [Abstract] [Track Full Text] [Subscribe] [Scholar Register] [Received: 03/13/2015] [Revised: 07/21/2015] [Accepted: 07/31/2015] [Indexed: 02/05/2023]
Abstract
Bacterial CRISPR-Cas systems provide insight into recent population history because they rapidly incorporate, in a unidirectional manner, short fragments (spacers) from coexisting infective virus populations into host chromosomes. Immunity is achieved by sequence identity between transcripts of spacers and their targets. Here, we used metagenomics to study the stability and dynamics of the type I-E CRISPR-Cas locus of Leptospirillum group II bacteria in biofilms sampled over 5 years from an acid mine drainage (AMD) system. Despite recovery of 452,686 spacers from CRISPR amplicons and metagenomic data, rarefaction curves of spacers show no saturation. The vast repertoire of spacers is attributed to phage/plasmid population diversity and retention of old spacers, despite rapid evolution of the targeted phage/plasmid genome regions (proto-spacers). The oldest spacers (spacers found at the trailer end) are conserved for at least 5 years, and 12% of these retain perfect or near-perfect matches to proto-spacer targets. The majority of proto-spacer regions contain an AAG proto-spacer adjacent motif (PAM). Spacers throughout the locus target the same phage population (AMDV1), but there are blocks of consecutive spacers without AMDV1 target sequences. Results suggest long-term coexistence of Leptospirillum with AMDV1 and periods when AMDV1 was less dominant. Metagenomics can be applied to millions of cells in a single sample to provide an extremely large spacer inventory, allow identification of phage/plasmids and enable analysis of previous phage/plasmid exposure. Thus, this approach can provide insights into prior bacterial environment and genetic interplay between hosts and their viruses.
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41
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From cultured to uncultured genome sequences: metagenomics and modeling microbial ecosystems. Cell Mol Life Sci 2015; 72:4287-308. [PMID: 26254872 PMCID: PMC4611022 DOI: 10.1007/s00018-015-2004-1] [Citation(s) in RCA: 79] [Impact Index Per Article: 7.9] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/17/2015] [Revised: 07/23/2015] [Accepted: 07/28/2015] [Indexed: 12/30/2022]
Abstract
Microorganisms and the viruses that infect them are the most numerous biological entities on Earth and enclose its greatest biodiversity and genetic reservoir. With strength in their numbers, these microscopic organisms are major players in the cycles of energy and matter that sustain all life. Scientists have only scratched the surface of this vast microbial world through culture-dependent methods. Recent developments in generating metagenomes, large random samples of nucleic acid sequences isolated directly from the environment, are providing comprehensive portraits of the composition, structure, and functioning of microbial communities. Moreover, advances in metagenomic analysis have created the possibility of obtaining complete or nearly complete genome sequences from uncultured microorganisms, providing important means to study their biology, ecology, and evolution. Here we review some of the recent developments in the field of metagenomics, focusing on the discovery of genetic novelty and on methods for obtaining uncultured genome sequences, including through the recycling of previously published datasets. Moreover we discuss how metagenomics has become a core scientific tool to characterize eco-evolutionary patterns of microbial ecosystems, thus allowing us to simultaneously discover new microbes and study their natural communities. We conclude by discussing general guidelines and challenges for modeling the interactions between uncultured microorganisms and viruses based on the information contained in their genome sequences. These models will significantly advance our understanding of the functioning of microbial ecosystems and the roles of microbes in the environment.
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42
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Wang J, Gao Y, Zhao F. Phage-bacteria interaction network in human oral microbiome. Environ Microbiol 2015; 18:2143-58. [DOI: 10.1111/1462-2920.12923] [Citation(s) in RCA: 75] [Impact Index Per Article: 7.5] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/09/2015] [Revised: 05/22/2015] [Accepted: 05/25/2015] [Indexed: 01/01/2023]
Affiliation(s)
- Jinfeng Wang
- Computational Genomics Lab, Beijing Institutes of Life Science; Chinese Academy of Sciences; Beijing China
| | - Yuan Gao
- Computational Genomics Lab, Beijing Institutes of Life Science; Chinese Academy of Sciences; Beijing China
| | - Fangqing Zhao
- Computational Genomics Lab, Beijing Institutes of Life Science; Chinese Academy of Sciences; Beijing China
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43
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Lum AG, Ly M, Santiago-Rodriguez TM, Naidu M, Boehm TK, Pride DT. Global transcription of CRISPR loci in the human oral cavity. BMC Genomics 2015; 16:401. [PMID: 25994215 PMCID: PMC4438527 DOI: 10.1186/s12864-015-1615-0] [Citation(s) in RCA: 11] [Impact Index Per Article: 1.1] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/07/2014] [Accepted: 05/05/2015] [Indexed: 12/26/2022] Open
Abstract
Background Clustered Regularly Interspaced Short Palindromic Repeats (CRISPRs) are active in acquired resistance against bacteriophage and plasmids in a number of environments. In the human mouth, CRISPR loci evolve to counteract oral phage, but the expression of these CRISPR loci has not previously been investigated. We sequenced cDNA from CRISPR loci found in numerous different oral bacteria and compared with oral phage communities to determine whether the transcription of CRISPR loci is specifically targeted towards highly abundant phage present in the oral environment. Results We found that of the 529,027 CRISPR spacer groups studied, 88 % could be identified in transcripts, indicating that the vast majority of CRISPR loci in the oral cavity were transcribed. There were no strong associations between CRISPR spacer repertoires and oral health status or nucleic acid type. We also compared CRISPR repertoires with oral bacteriophage communities, and found that there was no significant association between CRISPR transcripts and oral phage, regardless of the CRISPR type being evaluated. We characterized highly expressed CRISPR spacers and found that they were no more likely than other spacers to match oral phage. By reassembling the CRISPR-bearing reads into longer CRISPR loci, we found that the majority of the loci did not have spacers matching viruses found in the oral cavities of the subjects studied. For some CRISPR types, loci containing spacers matching oral phage were significantly more likely to have multiple spacers rather than a single spacer matching oral phage. Conclusions These data suggest that the transcription of oral CRISPR loci is relatively ubiquitous and that highly expressed CRISPR spacers do not necessarily target the most abundant oral phage. Electronic supplementary material The online version of this article (doi:10.1186/s12864-015-1615-0) contains supplementary material, which is available to authorized users.
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Affiliation(s)
- Andrew G Lum
- Department of Pathology, University of California, San Diego, 9500 Gilman Drive, MC 0612, La Jolla, CA, 92093-0612, USA.
| | - Melissa Ly
- Department of Pathology, University of California, San Diego, 9500 Gilman Drive, MC 0612, La Jolla, CA, 92093-0612, USA.
| | - Tasha M Santiago-Rodriguez
- Department of Pathology, University of California, San Diego, 9500 Gilman Drive, MC 0612, La Jolla, CA, 92093-0612, USA.
| | - Mayuri Naidu
- Department of Pathology, University of California, San Diego, 9500 Gilman Drive, MC 0612, La Jolla, CA, 92093-0612, USA.
| | - Tobias K Boehm
- College of Dental Medicine, Western University of Health Sciences, 309 E Second Street, Pomona, CA, 91766, USA.
| | - David T Pride
- Department of Pathology, University of California, San Diego, 9500 Gilman Drive, MC 0612, La Jolla, CA, 92093-0612, USA. .,Department of Medicine, University of California, San Diego, 9500 Gilman Drive, MC 0612, La Jolla, CA, 92093-0612, USA.
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44
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Edlund A, Santiago-Rodriguez TM, Boehm TK, Pride DT. Bacteriophage and their potential roles in the human oral cavity. J Oral Microbiol 2015; 7:27423. [PMID: 25861745 PMCID: PMC4393417 DOI: 10.3402/jom.v7.27423] [Citation(s) in RCA: 71] [Impact Index Per Article: 7.1] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/28/2015] [Revised: 03/11/2015] [Accepted: 03/13/2015] [Indexed: 12/26/2022] Open
Abstract
The human oral cavity provides the perfect portal of entry for viruses and bacteria in the environment to access new hosts. Hence, the oral cavity is one of the most densely populated habitats of the human body containing some 6 billion bacteria and potentially 35 times that many viruses. The role of these viral communities remains unclear; however, many are bacteriophage that may have active roles in shaping the ecology of oral bacterial communities. Other implications for the presence of such vast oral phage communities include accelerating the molecular diversity of their bacterial hosts as both host and phage mutate to gain evolutionary advantages. Additional roles include the acquisitions of new gene functions through lysogenic conversions that may provide selective advantages to host bacteria in response to antibiotics or other types of disturbances, and protection of the human host from invading pathogens by binding to and preventing pathogens from crossing oral mucosal barriers. Recent evidence suggests that phage may be more involved in periodontal diseases than were previously thought, as their compositions in the subgingival crevice in moderate to severe periodontitis are known to be significantly altered. However, it is unclear to what extent they contribute to dysbiosis or the transition of the microbial community into a state promoting oral disease. Bacteriophage communities are distinct in saliva compared to sub- and supragingival areas, suggesting that different oral biogeographic niches have unique phage ecology shaping their bacterial biota. In this review, we summarize what is known about phage communities in the oral cavity, the possible contributions of phage in shaping oral bacterial ecology, and the risks to public health oral phage may pose through their potential to spread antibiotic resistance gene functions to close contacts.
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Affiliation(s)
- Anna Edlund
- Microbial and Environmental Genomics, J. Craig Venter Institute, La Jolla, CA, USA.,School of Dentistry, University of California, Los Angeles, CA, USA
| | | | - Tobias K Boehm
- Western University College of Dental Medicine, Pomona, CA, USA
| | - David T Pride
- Department of Pathology, University of California, San Diego, CA, USA.,Department of Medicine, University of California, San Diego, CA, USA;
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45
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Voorhies AA, Eisenlord SD, Marcus DN, Duhaime MB, Biddanda BA, Cavalcoli JD, Dick GJ. Ecological and genetic interactions between cyanobacteria and viruses in a low-oxygen mat community inferred through metagenomics and metatranscriptomics. Environ Microbiol 2015; 18:358-71. [DOI: 10.1111/1462-2920.12756] [Citation(s) in RCA: 32] [Impact Index Per Article: 3.2] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/12/2014] [Accepted: 12/15/2014] [Indexed: 12/26/2022]
Affiliation(s)
- Alexander A. Voorhies
- Department of Earth and Environmental Sciences; University of Michigan; Ann Arbor MI 48109 USA
| | - Sarah D. Eisenlord
- School of Natural Resources and Environment; University of Michigan; Ann Arbor MI 48109 USA
| | - Daniel N. Marcus
- Department of Earth and Environmental Sciences; University of Michigan; Ann Arbor MI 48109 USA
| | - Melissa B. Duhaime
- Department of Ecology and Evolutionary Biology; University of Michigan; Ann Arbor MI 48109 USA
| | - Bopaiah A. Biddanda
- Annis Water Resources Institute; Grand Valley State University; Muskegon MI 49441 USA
| | - James D. Cavalcoli
- Department of Computational Medicine and Bioinformatics; University of Michigan; Ann Arbor MI 48109 USA
| | - Gregory J. Dick
- Department of Earth and Environmental Sciences; University of Michigan; Ann Arbor MI 48109 USA
- Department of Ecology and Evolutionary Biology; University of Michigan; Ann Arbor MI 48109 USA
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46
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Dy RL, Richter C, Salmond GP, Fineran PC. Remarkable Mechanisms in Microbes to Resist Phage Infections. Annu Rev Virol 2014; 1:307-31. [DOI: 10.1146/annurev-virology-031413-085500] [Citation(s) in RCA: 175] [Impact Index Per Article: 15.9] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/09/2022]
Affiliation(s)
- Ron L. Dy
- Department of Microbiology and Immunology, University of Otago, Dunedin 9054, New Zealand;
| | - Corinna Richter
- Department of Microbiology and Immunology, University of Otago, Dunedin 9054, New Zealand;
| | - George P.C. Salmond
- Department of Biochemistry, University of Cambridge, Cambridge CB2 1QW, United Kingdom
| | - Peter C. Fineran
- Department of Microbiology and Immunology, University of Otago, Dunedin 9054, New Zealand;
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47
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Hynes AP, Villion M, Moineau S. Adaptation in bacterial CRISPR-Cas immunity can be driven by defective phages. Nat Commun 2014; 5:4399. [DOI: 10.1038/ncomms5399] [Citation(s) in RCA: 104] [Impact Index Per Article: 9.5] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/23/2014] [Accepted: 06/13/2014] [Indexed: 12/21/2022] Open
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48
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Abeles SR, Pride DT. Molecular bases and role of viruses in the human microbiome. J Mol Biol 2014; 426:3892-906. [PMID: 25020228 PMCID: PMC7172398 DOI: 10.1016/j.jmb.2014.07.002] [Citation(s) in RCA: 82] [Impact Index Per Article: 7.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/12/2014] [Revised: 06/30/2014] [Accepted: 07/04/2014] [Indexed: 12/24/2022]
Abstract
Viruses are dependent biological entities that interact with the genetic material of most cells on the planet, including the trillions within the human microbiome. Their tremendous diversity renders analysis of human viral communities ("viromes") to be highly complex. Because many of the viruses in humans are bacteriophage, their dynamic interactions with their cellular hosts add greatly to the complexities observed in examining human microbial ecosystems. We are only beginning to be able to study human viral communities on a large scale, mostly as a result of recent and continued advancements in sequencing and bioinformatic technologies. Bacteriophage community diversity in humans not only is inexorably linked to the diversity of their cellular hosts but also is due to their rapid evolution, horizontal gene transfers, and intimate interactions with host nucleic acids. There are vast numbers of observed viral genotypes on many body surfaces studied, including the oral, gastrointestinal, and respiratory tracts, and even in the human bloodstream, which previously was considered a purely sterile environment. The presence of viruses in blood suggests that virome members can traverse mucosal barriers, as indeed these communities are substantially altered when mucosal defenses are weakened. Perhaps the most interesting aspect of human viral communities is the extent to which they can carry gene functions involved in the pathogenesis of their hosts, particularly antibiotic resistance. Persons in close contact with each other have been shown to share a fraction of oral virobiota, which could potentially have important implications for the spread of antibiotic resistance to healthy individuals. Because viruses can have a large impact on ecosystem dynamics through mechanisms such as the transfers of beneficial gene functions or the lysis of certain populations of cellular hosts, they may have both beneficial and detrimental roles that affect human health, including improvements in microbial resilience to disturbances, immune evasion, maintenance of physiologic processes, and altering the microbial community in ways that promote or prevent pathogen colonization.
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Affiliation(s)
- Shira R Abeles
- Department of Medicine, University of California, San Diego, CA 92093, USA
| | - David T Pride
- Department of Medicine, University of California, San Diego, CA 92093, USA; Department of Pathology, University of California, San Diego, CA 92093, USA.
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49
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Naidu M, Robles-Sikisaka R, Abeles SR, Boehm TK, Pride DT. Characterization of bacteriophage communities and CRISPR profiles from dental plaque. BMC Microbiol 2014; 14:175. [PMID: 24981669 PMCID: PMC4104742 DOI: 10.1186/1471-2180-14-175] [Citation(s) in RCA: 45] [Impact Index Per Article: 4.1] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/24/2013] [Accepted: 06/26/2014] [Indexed: 12/26/2022] Open
Abstract
Background Dental plaque is home to a diverse and complex community of bacteria, but has generally been believed to be inhabited by relatively few viruses. We sampled the saliva and dental plaque from 4 healthy human subjects to determine whether plaque was populated by viral communities, and whether there were differences in viral communities specific to subject or sample type. Results We found that the plaque was inhabited by a community of bacteriophage whose membership was mostly subject-specific. There was a significant proportion of viral homologues shared between plaque and salivary viromes within each subject, suggesting that some oral viruses were present in both sites. We also characterized Clustered Regularly Interspaced Short Palindromic Repeats (CRISPRs) in oral streptococci, as their profiles provide clues to the viruses that oral bacteria may be able to counteract. While there were some CRISPR spacers specific to each sample type, many more were shared across sites and were highly subject specific. Many CRISPR spacers matched viruses present in plaque, suggesting that the evolution of CRISPR loci may have been specific to plaque-derived viruses. Conclusions Our findings of subject specificity to both plaque-derived viruses and CRISPR profiles suggest that human viral ecology may be highly personalized.
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Affiliation(s)
| | | | | | | | - David T Pride
- Department of Pathology, University of California, San Diego, CA, USA.
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50
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Barrangou R, Marraffini LA. CRISPR-Cas systems: Prokaryotes upgrade to adaptive immunity. Mol Cell 2014; 54:234-44. [PMID: 24766887 DOI: 10.1016/j.molcel.2014.03.011] [Citation(s) in RCA: 556] [Impact Index Per Article: 50.5] [Reference Citation Analysis] [Abstract] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/26/2022]
Abstract
Clustered regularly interspaced short palindromic repeats (CRISPR), and associated proteins (Cas) comprise the CRISPR-Cas system, which confers adaptive immunity against exogenic elements in many bacteria and most archaea. CRISPR-mediated immunization occurs through the uptake of DNA from invasive genetic elements such as plasmids and viruses, followed by its integration into CRISPR loci. These loci are subsequently transcribed and processed into small interfering RNAs that guide nucleases for specific cleavage of complementary sequences. Conceptually, CRISPR-Cas shares functional features with the mammalian adaptive immune system, while also exhibiting characteristics of Lamarckian evolution. Because immune markers spliced from exogenous agents are integrated iteratively in CRISPR loci, they constitute a genetic record of vaccination events and reflect environmental conditions and changes over time. Cas endonucleases, which can be reprogrammed by small guide RNAs have shown unprecedented potential and flexibility for genome editing and can be repurposed for numerous DNA targeting applications including transcriptional control.
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Affiliation(s)
- Rodolphe Barrangou
- Department of Food, Bioprocessing and Nutrition Sciences, North Carolina State University, Raleigh, NC 27695, USA.
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