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Özcan A, Yıbar A, Kiraz D, Ilıkkan ÖK. Comprehensive analysis of the CRISPR-Cas systems in Streptococcus thermophilus strains isolated from traditional yogurts. Antonie Van Leeuwenhoek 2024; 117:63. [PMID: 38561518 DOI: 10.1007/s10482-024-01960-2] [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: 09/26/2023] [Accepted: 03/20/2024] [Indexed: 04/04/2024]
Abstract
Phage resistance is crucial for lactic acid bacteria in the dairy industry. However, identifying all phages affecting these bacteria is challenging. CRISPR-Cas systems offer a resistance mechanism developed by bacteria and archaea against phages and plasmids. In this study, 11 S. thermophilus strains from traditional yogurts underwent analysis using next-generation sequencing (NGS) and bioinformatics tools. Initial characterization involved molecular ribotyping. Bioinformatics analysis of the NGS raw data revealed that all 11 strains possessed at least one CRISPR type. A total of 21 CRISPR loci were identified, belonging to CRISPR types II-A, II-C, and III-A, including 13 Type II-A, 1 Type III-C, and 7 Type III-A CRISPR types. By analyzing spacer sequences in S. thermophilus bacterial genomes and matching them with phage/plasmid genomes, notable strains emerged. SY9 showed prominence with 132 phage matches and 30 plasmid matches, followed by SY12 with 35 phage matches and 25 plasmid matches, and SY18 with 49 phage matches and 13 plasmid matches. These findings indicate the potential of S. thermophilus strains in phage/plasmid resistance for selecting starter cultures, ultimately improving the quality and quantity of dairy products. Nevertheless, further research is required to validate these results and explore the practical applications of this approach.
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Affiliation(s)
- Ali Özcan
- Animal Originated Foodstuffs Department, Central Research Institute of Food and Feed Control, Bursa, Turkey.
- Food Hygiene and Technology Department, Faculty of Veterinary Medicine, Uludağ University, Bursa, Turkey.
| | - Artun Yıbar
- Food Hygiene and Technology Department, Faculty of Veterinary Medicine, Uludağ University, Bursa, Turkey
| | - Deniz Kiraz
- Animal Originated Foodstuffs Department, Central Research Institute of Food and Feed Control, Bursa, Turkey
| | - Özge Kahraman Ilıkkan
- Kahramankazan Vocational School, Food Quality Control and Analysis Program, Başkent University, Ankara, Turkey
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2
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Mun SY, Lee W, Lee SY, Chang JY, Chang HC. Pediococcus inopinatus with a well-developed CRISPR-Cas system dominates in long-term fermented kimchi, Mukeunji. Food Microbiol 2024; 117:104385. [PMID: 37919000 DOI: 10.1016/j.fm.2023.104385] [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: 06/26/2023] [Revised: 08/16/2023] [Accepted: 09/12/2023] [Indexed: 11/04/2023]
Abstract
Kimchi is produced through a low-temperature fermentation without pre-sterilization, resulting in a heterogeneous microbial community. As fermentation progresses, dominant lactic acid bacteria (LAB) species emerge and undergo a transition process. In this study, LAB were isolated from Mukeunji, a long-term fermented kimchi that is in the final stage of kimchi fermentation process. It was confirmed, through culture-dependent and independent analysis, as well as metagenome analysis, that Pediococcus inopinatus are generally dominant in long-term fermented kimchi. Comparative analysis of the de novo assembled whole genome of P. inopinatus with other kimchi LAB revealed that this species has a well-developed clustered regularly interspaced short palindromic repeats (CRISPR) system. The CRISPR system of P. inopinatus has an additional copy of the csa3 gene, a transcription factor for cas genes. Indeed, this species not only highly expresses cas1 and cas2, which induce spacer acquisition, but also has many diverse spacers that are actively expressed. These findings indicate that the well-developed CRISPR-Cas system is enabling P. inopinatus to dominate in long-fermented kimchi. Overall, this study revealed that LAB with a robust defense system dominate in the final stage of kimchi fermentation and presented a model for the succession mechanism of kimchi LAB.
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Affiliation(s)
- So Yeong Mun
- Research and Development Division, World Institute of Kimchi, 86 Kimchi-ro, Nam-gu, Gwangju, 61755, South Korea; Department of Food and Nutrition, Chosun University, 309 Pilmun-daero, Dong-gu, Gwangju, 61452, South Korea
| | - Wooje Lee
- Research and Development Division, World Institute of Kimchi, 86 Kimchi-ro, Nam-gu, Gwangju, 61755, South Korea
| | - Soo-Young Lee
- Department of Food and Nutrition, Chosun University, 309 Pilmun-daero, Dong-gu, Gwangju, 61452, South Korea
| | - Ji Yoon Chang
- Research and Development Division, World Institute of Kimchi, 86 Kimchi-ro, Nam-gu, Gwangju, 61755, South Korea
| | - Hae Choon Chang
- Research and Development Division, World Institute of Kimchi, 86 Kimchi-ro, Nam-gu, Gwangju, 61755, South Korea; Department of Food and Nutrition, Chosun University, 309 Pilmun-daero, Dong-gu, Gwangju, 61452, South Korea.
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3
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Collins AJ, Whitaker RJ. CRISPR Comparison Toolkit: Rapid Identification, Visualization, and Analysis of CRISPR Array Diversity. CRISPR J 2023; 6:386-400. [PMID: 37459160 PMCID: PMC10457644 DOI: 10.1089/crispr.2022.0080] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/01/2022] [Accepted: 05/23/2023] [Indexed: 08/19/2023] Open
Abstract
CRISPR-Cas systems provide immunity against mobile genetic elements (MGEs) through sequence-specific targeting by spacer sequences encoded in CRISPR arrays. Spacers are highly variable between microbial strains and can be acquired rapidly, making them well suited for use in strain typing of closely related organisms. However, no tools are currently available to automate the process of reconstructing strain histories using CRISPR spacers. We therefore developed the CRISPR Comparison Toolkit (CCTK) to enable analyses of array relationships. The CCTK includes tools to identify arrays, analyze relationships between arrays using CRISPRdiff and CRISPRtree, and predict targets of spacers. CRISPRdiff visualizes arrays and highlights the similarities between them. CRISPRtree infers a phylogenetic tree from array relationships and presents a hypothesis of the evolutionary history of the arrays. The CCTK unifies several CRISPR analysis tools into a single command line application, including the first tool to infer phylogenies from array relationships.
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Affiliation(s)
- Alan J. Collins
- Carl R. Woese Institute for Genomic Biology, University of Illinois Urbana-Champaign, Urbana, Illinois, USA and University of Illinois Urbana-Champaign, Urbana, Illinois, USA
| | - Rachel J. Whitaker
- Carl R. Woese Institute for Genomic Biology, University of Illinois Urbana-Champaign, Urbana, Illinois, USA and University of Illinois Urbana-Champaign, Urbana, Illinois, USA
- Department of Microbiology, University of Illinois Urbana-Champaign, Urbana, Illinois, USA
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4
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Lam TJ, Mortensen K, Ye Y. Diversity and dynamics of the CRISPR-Cas systems associated with Bacteroides fragilis in human population. BMC Genomics 2022; 23:573. [PMID: 35953824 PMCID: PMC9367070 DOI: 10.1186/s12864-022-08770-8] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/15/2022] [Accepted: 07/15/2022] [Indexed: 11/22/2022] Open
Abstract
Background CRISPR-Cas (clustered regularly interspaced short palindromic repeats—CRISPR-associated proteins) systems are adaptive immune systems commonly found in prokaryotes that provide sequence-specific defense against invading mobile genetic elements (MGEs). The memory of these immunological encounters are stored in CRISPR arrays, where spacer sequences record the identity and history of past invaders. Analyzing such CRISPR arrays provide insights into the dynamics of CRISPR-Cas systems and the adaptation of their host bacteria to rapidly changing environments such as the human gut. Results In this study, we utilized 601 publicly available Bacteroides fragilis genome isolates from 12 healthy individuals, 6 of which include longitudinal observations, and 222 available B. fragilis reference genomes to update the understanding of B. fragilis CRISPR-Cas dynamics and their differential activities. Analysis of longitudinal genomic data showed that some CRISPR array structures remained relatively stable over time whereas others involved radical spacer acquisition during some periods, and diverse CRISPR arrays (associated with multiple isolates) co-existed in the same individuals with some persisted over time. Furthermore, features of CRISPR adaptation, evolution, and microdynamics were highlighted through an analysis of host-MGE network, such as modules of multiple MGEs and hosts, reflecting complex interactions between B. fragilis and its invaders mediated through the CRISPR-Cas systems. Conclusions We made available of all annotated CRISPR-Cas systems and their target MGEs, and their interaction network as a web resource at https://omics.informatics.indiana.edu/CRISPRone/Bfragilis. We anticipate it will become an important resource for studying of B. fragilis, its CRISPR-Cas systems, and its interaction with mobile genetic elements providing insights into evolutionary dynamics that may shape the species virulence and lead to its pathogenicity. Supplementary Information The online version contains supplementary material available at (10.1186/s12864-022-08770-8).
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Affiliation(s)
- Tony J Lam
- School of Informatics, Computing and Engineering, Indiana University, Bloomington, IN, USA
| | - Kate Mortensen
- School of Informatics, Computing and Engineering, Indiana University, Bloomington, IN, USA
| | - Yuzhen Ye
- School of Informatics, Computing and Engineering, Indiana University, Bloomington, IN, USA.
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5
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Shang J, Sun Y. CHERRY: a Computational metHod for accuratE pRediction of virus-pRokarYotic interactions using a graph encoder-decoder model. Brief Bioinform 2022; 23:6589865. [PMID: 35595715 PMCID: PMC9487644 DOI: 10.1093/bib/bbac182] [Citation(s) in RCA: 16] [Impact Index Per Article: 8.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/03/2022] [Revised: 04/01/2022] [Accepted: 04/24/2022] [Indexed: 01/01/2023] Open
Abstract
Prokaryotic viruses, which infect bacteria and archaea, are key players in microbial communities. Predicting the hosts of prokaryotic viruses helps decipher the dynamic relationship between microbes. Experimental methods for host prediction cannot keep pace with the fast accumulation of sequenced phages. Thus, there is a need for computational host prediction. Despite some promising results, computational host prediction remains a challenge because of the limited known interactions and the sheer amount of sequenced phages by high-throughput sequencing technologies. The state-of-the-art methods can only achieve 43% accuracy at the species level. In this work, we formulate host prediction as link prediction in a knowledge graph that integrates multiple protein and DNA-based sequence features. Our implementation named CHERRY can be applied to predict hosts for newly discovered viruses and to identify viruses infecting targeted bacteria. We demonstrated the utility of CHERRY for both applications and compared its performance with 11 popular host prediction methods. To our best knowledge, CHERRY has the highest accuracy in identifying virus–prokaryote interactions. It outperforms all the existing methods at the species level with an accuracy increase of 37%. In addition, CHERRY’s performance on short contigs is more stable than other tools.
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Affiliation(s)
- Jiayu Shang
- Department of Electrical Engineering, City University of Hong Kong, Tat Chee Avenue, Kowloon, Hong Kong, China SAR
| | - Yanni Sun
- Department of Electrical Engineering, City University of Hong Kong, Tat Chee Avenue, Kowloon, Hong Kong, China SAR
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6
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Parlindungan E, McDonnell B, Lugli GA, Ventura M, van Sinderen D, Mahony J. Dairy streptococcal cell wall and exopolysaccharide genome diversity. Microb Genom 2022; 8. [PMID: 35442186 PMCID: PMC9453073 DOI: 10.1099/mgen.0.000803] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/26/2022] Open
Abstract
The large-scale and high-intensity application of
Streptococcus thermophilus
species in milk fermentation processes is associated with a persistent threat of (bacterio)phage infection. Phage infection of starter cultures may cause inconsistent, slow or even failed fermentations with consequent diminished product quality and/or output. The phage life cycle commences with the recognition of, and binding to, a specific host-encoded and surface-exposed receptor, which in the case of
S. thermophilus
can be the rhamnose-glucose polysaccharide (RGP; specified by the rgp gene cluster) or exopolysaccharide (EPS; specified by the eps gene cluster). The genomic diversity of 23
S
.
thermophilus
strains isolated from unpasteurized dairy products was evaluated, including a detailed analysis of the rgp and eps loci. In the present study, five novel eps genotypes were identified while variations of currently recognized rgp gene cluster types were also observed. Furthermore, the diversity of rgp genotypes amongst retrieved isolates positively correlated with phage diversity based on phageome analysis of eight representative dairy products. Our findings therefore substantially expand our knowledge on S. thermophilus’ strain and phage diversity in (artisanal) dairy products and highlight the merit of phageome analysis of artisanal and traditional fermented foods as a sensitive marker of dominant microbiota involved in the fermentation.
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Affiliation(s)
- Elvina Parlindungan
- School of Microbiology & APC Microbiome Ireland, University College Cork, Western Road, Cork T12 YT20, Ireland
| | - Brian McDonnell
- School of Microbiology & APC Microbiome Ireland, University College Cork, Western Road, Cork T12 YT20, Ireland
| | - Gabriele A Lugli
- Laboratory of Probiogenomics, Department of Chemistry, Life Sciences and Environmental Sustainability, University of Parma, Parma, Italy
| | - Marco Ventura
- Laboratory of Probiogenomics, Department of Chemistry, Life Sciences and Environmental Sustainability, University of Parma, Parma, Italy
| | - Douwe van Sinderen
- School of Microbiology & APC Microbiome Ireland, University College Cork, Western Road, Cork T12 YT20, Ireland
| | - Jennifer Mahony
- School of Microbiology & APC Microbiome Ireland, University College Cork, Western Road, Cork T12 YT20, Ireland
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7
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Chen CW, Yuan L, Zhang YS, Mgomi FC, Wang Y, Yang ZQ, Jiao XA. Comparision of biological and genomic characteristics of five virulent bacteriophages against Enterobacter hormaechei. Microb Pathog 2022; 162:105375. [PMID: 34974119 DOI: 10.1016/j.micpath.2021.105375] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/28/2021] [Revised: 12/13/2021] [Accepted: 12/28/2021] [Indexed: 11/24/2022]
Abstract
Enterobacter hormaechei is a zoonotic bacteria that may cause respiratory diseases in animals and neonatal sepsis in humans. Bacteriophages are increasingly considered as potential biocontrol agents to control pathogens in the food industry. In this study, five E. hormaechei virulent phages, named as Ehp-YZU08, Ehp-YZU10, Ehp-YZU9-1, Ehp-YZU9-2 and Ehp-YZU9-3, were isolated from sewage in China and analyzed for their biological and whole-genome characteristics, and a comparative genomic analysis was performed to study the functional genes and phylogenetic evolution of phages. The results showed that four of the phage strains belong to the Podoviridae family and one belongs to the Myoviridae family. The burst sizes were 70-283 PFU/cell after a latent period of 5-40 min. Phages were able to survive in a pH range of 5-10 and resist temperatures up to 60 °C for 60 min. The sequencing results showed that the full length of the genomes of the five phages ranged from 39,502 to 173,418 bp. Each phage contained multiple genes related to phage replication, and genes related to bacterial virulence or drug resistance were not found. The five phages belonged to three different groups by a construction of a phylogenetic tree, and the significant genetic evolutionary distance from each E. hormaechei phage was observed. The inhibition assay showed that all five phages could completely inhibit the growth of E. hormaechei at 37 °C within 8 h, suggesting that the phages in this study have great potential for the development of biocontrol agents against E. hormaechei in the food industry.
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Affiliation(s)
- Cao-Wei Chen
- School of Food Science and Technology, Yangzhou University, Yangzhou, Jiangsu, 225127, PR China
| | - Lei Yuan
- School of Food Science and Technology, Yangzhou University, Yangzhou, Jiangsu, 225127, PR China
| | - Yuan-Song Zhang
- School of Food Science and Technology, Yangzhou University, Yangzhou, Jiangsu, 225127, PR China
| | - Fedrick C Mgomi
- School of Food Science and Technology, Yangzhou University, Yangzhou, Jiangsu, 225127, PR China
| | - Yang Wang
- School of Food Science and Technology, Yangzhou University, Yangzhou, Jiangsu, 225127, PR China
| | - Zhen-Quan Yang
- School of Food Science and Technology, Yangzhou University, Yangzhou, Jiangsu, 225127, PR China; Jiangsu Key Laboratory of Zoonoses, Yangzhou, Jiangsu, 225009, PR China.
| | - Xin-An Jiao
- Jiangsu Key Laboratory of Zoonoses, Yangzhou, Jiangsu, 225009, PR China
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8
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Shang J, Sun Y. Predicting the hosts of prokaryotic viruses using GCN-based semi-supervised learning. BMC Biol 2021; 19:250. [PMID: 34819064 PMCID: PMC8611875 DOI: 10.1186/s12915-021-01180-4] [Citation(s) in RCA: 20] [Impact Index Per Article: 6.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/07/2021] [Accepted: 10/29/2021] [Indexed: 11/23/2022] Open
Abstract
Background Prokaryotic viruses, which infect bacteria and archaea, are the most abundant and diverse biological entities in the biosphere. To understand their regulatory roles in various ecosystems and to harness the potential of bacteriophages for use in therapy, more knowledge of viral-host relationships is required. High-throughput sequencing and its application to the microbiome have offered new opportunities for computational approaches for predicting which hosts particular viruses can infect. However, there are two main challenges for computational host prediction. First, the empirically known virus-host relationships are very limited. Second, although sequence similarity between viruses and their prokaryote hosts have been used as a major feature for host prediction, the alignment is either missing or ambiguous in many cases. Thus, there is still a need to improve the accuracy of host prediction. Results In this work, we present a semi-supervised learning model, named HostG, to conduct host prediction for novel viruses. We construct a knowledge graph by utilizing both virus-virus protein similarity and virus-host DNA sequence similarity. Then graph convolutional network (GCN) is adopted to exploit viruses with or without known hosts in training to enhance the learning ability. During the GCN training, we minimize the expected calibrated error (ECE) to ensure the confidence of the predictions. We tested HostG on both simulated and real sequencing data and compared its performance with other state-of-the-art methods specifically designed for virus host classification (VHM-net, WIsH, PHP, HoPhage, RaFAH, vHULK, and VPF-Class). Conclusion HostG outperforms other popular methods, demonstrating the efficacy of using a GCN-based semi-supervised learning approach. A particular advantage of HostG is its ability to predict hosts from new taxa. Supplementary Information The online version contains supplementary material available at (10.1186/s12915-021-01180-4).
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Affiliation(s)
- Jiayu Shang
- Electrical Engineering, City University of Hong Kong, Hong Kong, China
| | - Yanni Sun
- Electrical Engineering, City University of Hong Kong, Hong Kong, China.
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9
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Hanemaaijer L, Kelleher P, Neve H, Franz CMAP, de Waal PP, van Peij NNME, van Sinderen D, Mahony J. Biodiversity of Phages Infecting the Dairy Bacterium Streptococcus thermophilus. Microorganisms 2021; 9:microorganisms9091822. [PMID: 34576718 PMCID: PMC8470116 DOI: 10.3390/microorganisms9091822] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/22/2021] [Revised: 08/23/2021] [Accepted: 08/25/2021] [Indexed: 12/26/2022] Open
Abstract
Streptococcus thermophilus-infecting phages represent a major problem in the dairy fermentation industry, particularly in relation to thermophilic production systems. Consequently, numerous studies have been performed relating to the biodiversity of such phages in global dairy operations. In the current review, we provide an overview of the genetic and morphological diversity of these phages and highlight the source and extent of genetic mosaicism among phages infecting this species through comparative proteome analysis of the replication and morphogenesis modules of representative phages. The phylogeny of selected phage-encoded receptor binding proteins (RBPs) was assessed, indicating that in certain cases RBP-encoding genes have been acquired separately to the morphogenesis modules, thus highlighting the adaptability of these phages. This review further highlights the significant advances that have been made in defining emergent genetically diverse groups of these phages, while it additionally summarizes remaining knowledge gaps in this research area.
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Affiliation(s)
| | - Philip Kelleher
- School of Microbiology and APC Microbiome Ireland, University College Cork, T12 YT20 Cork, Ireland;
| | - Horst Neve
- Department of Microbiology and Biotechnology, Max Rubner-Institut, Federal Research Centre of Nutrition and Food, 24103 Kiel, Germany; (H.N.); (C.M.A.P.F.)
| | - Charles M. A. P. Franz
- Department of Microbiology and Biotechnology, Max Rubner-Institut, Federal Research Centre of Nutrition and Food, 24103 Kiel, Germany; (H.N.); (C.M.A.P.F.)
| | | | | | - Douwe van Sinderen
- School of Microbiology and APC Microbiome Ireland, University College Cork, T12 YT20 Cork, Ireland;
- Correspondence: (D.v.S.); (J.M.); Tel.: +353-20-4901365 (D.v.S.); +353-21-4902730 (J.M.)
| | - Jennifer Mahony
- School of Microbiology and APC Microbiome Ireland, University College Cork, T12 YT20 Cork, Ireland;
- Correspondence: (D.v.S.); (J.M.); Tel.: +353-20-4901365 (D.v.S.); +353-21-4902730 (J.M.)
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10
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Pujato S, Galliani V, Irazoqui JM, Amadío A, Quiberoni A, Mercanti D. Analysis of CRISPR systems of types II-A, I-E and I-C in strains of Lacticaseibacillus. Int Dairy J 2021. [DOI: 10.1016/j.idairyj.2021.105027] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 10/22/2022]
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11
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Abstract
Streptococcus mutans strain P42S possesses a type II-A CRISPR-Cas system that protects against phage infection and plasmid transformation. The analysis of 293 bacteriophage-insensitive mutants (BIMs) obtained upon exposure to the virulent phage M102AD revealed the acquisition of 399 unique spacers, including several ectopic spacer acquisitions and a few cases of native spacer deletions. The acquisition of multiple spacers was also observed and appears to be mostly due to priming, which has been rarely reported for type II-A systems. Analyses of the acquired spacers indicated that 88% of them are identical to a region of the phage M102AD genome. The remaining 12% of spacers had mismatches with the phage genome, primarily at the 5′ end of the spacer, leaving the seed sequence at the 3′ end largely intact. When a high multiplicity of infection (MOI) was used in the phage challenge assays, we also observed the emergence of CRISPR BIMs that, in addition to the acquisition of new spacers, displayed a reduced phage adsorption phenotype. While CRISPR-Cas and adsorption resistance work in tandem to protect S. mutans P42S against phage M102AD, nonidentified antiviral mechanisms are also likely at play in this strain. IMPORTANCE Bacteria are under the constant threat of viral predation and have therefore developed several defense mechanisms, including CRISPR-Cas systems. While studies on the mode of action of CRISPR-Cas systems have already provided great insights into phage-bacterium interactions, still more information is needed on the biology of these systems. The additional characterization of the type II-A CRISPR-Cas system of Streptococcus mutans P42S in this study provides novel information on the spacer acquisition step, especially regarding protospacer-adjacent motif (PAM) recognition, multiple-spacer acquisition, and priming.
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12
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Dion MB, Plante PL, Zufferey E, Shah SA, Corbeil J, Moineau S. Streamlining CRISPR spacer-based bacterial host predictions to decipher the viral dark matter. Nucleic Acids Res 2021; 49:3127-3138. [PMID: 33677572 PMCID: PMC8034630 DOI: 10.1093/nar/gkab133] [Citation(s) in RCA: 55] [Impact Index Per Article: 18.3] [Reference Citation Analysis] [Abstract] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/21/2020] [Revised: 02/15/2021] [Accepted: 02/17/2021] [Indexed: 12/26/2022] Open
Abstract
Thousands of new phages have recently been discovered thanks to viral metagenomics. These phages are extremely diverse and their genome sequences often do not resemble any known phages. To appreciate their ecological impact, it is important to determine their bacterial hosts. CRISPR spacers can be used to predict hosts of unknown phages, as spacers represent biological records of past phage–bacteria interactions. However, no guidelines have been established to standardize host prediction based on CRISPR spacers. Additionally, there are no tools that use spacers to perform host predictions on large viral datasets. Here, we developed a set of tools that includes all the necessary steps for predicting the hosts of uncharacterized phages. We created a database of >11 million spacers and a program to execute host predictions on large viral datasets. Our host prediction approach uses biological criteria inspired by how CRISPR–Cas naturally work as adaptive immune systems, which make the results easy to interpret. We evaluated the performance using 9484 phages with known hosts and obtained a recall of 49% and a precision of 69%. We also found that this host prediction method yielded higher performance for phages that infect gut-associated bacteria, suggesting it is well suited for gut-virome characterization.
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Affiliation(s)
- Moïra B Dion
- Département de biochimie, de microbiologie et de bio-informatique, Faculté des sciences et de génie, Université Laval, Québec City, Québec G1V 0A6, Canada.,Groupe de recherche en écologie buccale, Faculté de médecine dentaire, Université Laval, Québec City, Québec G1V 0A6, Canada
| | - Pier-Luc Plante
- Centre de recherche en infectiologie de l'Université Laval, Axe maladies infectieuses et immunitaires, Centre de Recherche du CHU de Québec-Université Laval, Québec City, Québec G1V 4G2, Canada.,Centre de recherche en données massives, Université Laval, Québec City, Québec G1V 0A6, Canada.,Département de médecine moléculaire, Faculté de Médecine, Université Laval, Québec City, Québec G1V 0A6, Canada
| | - Edwige Zufferey
- Département de biochimie, de microbiologie et de bio-informatique, Faculté des sciences et de génie, Université Laval, Québec City, Québec G1V 0A6, Canada.,Groupe de recherche en écologie buccale, Faculté de médecine dentaire, Université Laval, Québec City, Québec G1V 0A6, Canada
| | - Shiraz A Shah
- COPSAC, Copenhagen Prospective Studies on Asthma in Childhood, Herlev and Gentofte Hospital, University of Copenhagen, Gentofte 2820, Denmark
| | - Jacques Corbeil
- Centre de recherche en infectiologie de l'Université Laval, Axe maladies infectieuses et immunitaires, Centre de Recherche du CHU de Québec-Université Laval, Québec City, Québec G1V 4G2, Canada.,Centre de recherche en données massives, Université Laval, Québec City, Québec G1V 0A6, Canada.,Département de médecine moléculaire, Faculté de Médecine, Université Laval, Québec City, Québec G1V 0A6, Canada
| | - Sylvain Moineau
- Département de biochimie, de microbiologie et de bio-informatique, Faculté des sciences et de génie, Université Laval, Québec City, Québec G1V 0A6, Canada.,Groupe de recherche en écologie buccale, Faculté de médecine dentaire, Université Laval, Québec City, Québec G1V 0A6, Canada.,Félix d'Hérelle Reference Center for Bacterial Viruses, Université Laval, Québec City, Québec G1V 0A6, Canada
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13
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Garrett SC. Pruning and Tending Immune Memories: Spacer Dynamics in the CRISPR Array. Front Microbiol 2021; 12:664299. [PMID: 33868219 PMCID: PMC8047081 DOI: 10.3389/fmicb.2021.664299] [Citation(s) in RCA: 25] [Impact Index Per Article: 8.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/04/2021] [Accepted: 03/12/2021] [Indexed: 01/22/2023] Open
Abstract
CRISPR-Cas (Clustered Regularly Interspaced Short Palindromic Repeats and CRISPR-associated genes) is a type of prokaryotic immune system that is unique in its ability to provide sequence-specific adaptive protection, which can be updated in response to new threats. CRISPR-Cas does this by storing fragments of DNA from invading genetic elements in an array interspersed with short repeats. The CRISPR array can be continuously updated through integration of new DNA fragments (termed spacers) at one end, but over time existing spacers become obsolete. To optimize immunity, spacer uptake, residency, and loss must be regulated. This mini-review summarizes what is known about how spacers are organized, maintained, and lost from CRISPR arrays.
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Affiliation(s)
- Sandra C Garrett
- Department of Genetics and Genome Sciences, Institute for Systems Genomics, UConn Health, Farmington, CT, United States
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14
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Achigar R, Scarrone M, Rousseau GM, Philippe C, Machado F, Duvós V, Campot MP, Dion MB, Shao Y, Pianzzola MJ, Moineau S. Ectopic Spacer Acquisition in Streptococcus thermophilus CRISPR3 Array. Microorganisms 2021; 9:microorganisms9030512. [PMID: 33804420 PMCID: PMC7999890 DOI: 10.3390/microorganisms9030512] [Citation(s) in RCA: 4] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/03/2021] [Revised: 02/24/2021] [Accepted: 02/24/2021] [Indexed: 12/17/2022] Open
Abstract
Streptococcus thermophilus relies heavily on two type II-A CRISPR-Cas systems, CRISPR1 and CRISPR3, to resist siphophage infections. One hallmark of these systems is the integration of a new spacer at the 5' end of the CRISPR arrays following phage infection. However, we have previously shown that ectopic acquisition of spacers can occur within the CRISPR1 array. Here, we present evidence of the acquisition of new spacers within the array of CRISPR3 of S. thermophilus. The analysis of randomly selected bacteriophage-insensitive mutants of the strain Uy01 obtained after phage infection, as well as the comparison with other S. thermophilus strains with similar CRISPR3 content, showed that a specific spacer within the array could be responsible for misguiding the adaptation complex. These results also indicate that while the vast majority of new spacers are added at the 5' end of the CRISPR array, ectopic spacer acquisition is a common feature of both CRISPR1 and CRISPR3 systems in S. thermophilus, and it can still provide phage resistance. Ectopic spacer acquisition also appears to have occurred naturally in some strains of Streptococcus pyogenes, suggesting that it is a general phenomenon, at least in type II-A systems.
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Affiliation(s)
- Rodrigo Achigar
- Laboratorio de Biotecnología, Facultad de Ingeniería, Universidad ORT Uruguay, Montevideo 11100, Uruguay; (R.A.); (F.M.); (V.D.); (M.P.C.)
| | - Martina Scarrone
- Département de Biochimie, De Microbiologie et de Bio-Informatique, Faculté des Sciences et de Génie, Université Laval, Québec, QC G1V 0A6, Canada; (M.S.); (G.M.R.); (C.P.); (M.B.D.); (Y.S.)
| | - Geneviève M. Rousseau
- Département de Biochimie, De Microbiologie et de Bio-Informatique, Faculté des Sciences et de Génie, Université Laval, Québec, QC G1V 0A6, Canada; (M.S.); (G.M.R.); (C.P.); (M.B.D.); (Y.S.)
- Groupe de Recherche en Écologie Buccale, Faculté de Médecine Dentaire, Université Laval, Québec, QC G1V 0A6, Canada
| | - Cécile Philippe
- Département de Biochimie, De Microbiologie et de Bio-Informatique, Faculté des Sciences et de Génie, Université Laval, Québec, QC G1V 0A6, Canada; (M.S.); (G.M.R.); (C.P.); (M.B.D.); (Y.S.)
- Groupe de Recherche en Écologie Buccale, Faculté de Médecine Dentaire, Université Laval, Québec, QC G1V 0A6, Canada
| | - Felipe Machado
- Laboratorio de Biotecnología, Facultad de Ingeniería, Universidad ORT Uruguay, Montevideo 11100, Uruguay; (R.A.); (F.M.); (V.D.); (M.P.C.)
| | - Valentina Duvós
- Laboratorio de Biotecnología, Facultad de Ingeniería, Universidad ORT Uruguay, Montevideo 11100, Uruguay; (R.A.); (F.M.); (V.D.); (M.P.C.)
| | - María Pía Campot
- Laboratorio de Biotecnología, Facultad de Ingeniería, Universidad ORT Uruguay, Montevideo 11100, Uruguay; (R.A.); (F.M.); (V.D.); (M.P.C.)
| | - Moïra B. Dion
- Département de Biochimie, De Microbiologie et de Bio-Informatique, Faculté des Sciences et de Génie, Université Laval, Québec, QC G1V 0A6, Canada; (M.S.); (G.M.R.); (C.P.); (M.B.D.); (Y.S.)
- Groupe de Recherche en Écologie Buccale, Faculté de Médecine Dentaire, Université Laval, Québec, QC G1V 0A6, Canada
| | - Yuyu Shao
- Département de Biochimie, De Microbiologie et de Bio-Informatique, Faculté des Sciences et de Génie, Université Laval, Québec, QC G1V 0A6, Canada; (M.S.); (G.M.R.); (C.P.); (M.B.D.); (Y.S.)
- Groupe de Recherche en Écologie Buccale, Faculté de Médecine Dentaire, Université Laval, Québec, QC G1V 0A6, Canada
| | - María Julia Pianzzola
- Departamento de Biociencias (DEPBIO), Facultad de Química, Universidad de la República, Montevideo 11800, Uruguay;
| | - Sylvain Moineau
- Département de Biochimie, De Microbiologie et de Bio-Informatique, Faculté des Sciences et de Génie, Université Laval, Québec, QC G1V 0A6, Canada; (M.S.); (G.M.R.); (C.P.); (M.B.D.); (Y.S.)
- Groupe de Recherche en Écologie Buccale, Faculté de Médecine Dentaire, Université Laval, Québec, QC G1V 0A6, Canada
- Félix d’Hérelle Reference Center for Bacterial Viruses, Faculté de Médecine Dentaire, Université Laval, Québec, QC G1V 0A6, Canada
- Correspondence: ; Tel.: +1-418-656-3712
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15
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Philippe C, Moineau S. The endless battle between phages and CRISPR-Cas systems in Streptococcus thermophilus. Biochem Cell Biol 2021; 99:397-402. [PMID: 33534660 DOI: 10.1139/bcb-2020-0593] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/15/2022] Open
Abstract
This review describes the contribution of basic research on phage-bacteria interactions to the understanding of CRISPR-Cas systems and their various applications. It focuses on the natural function of CRISPR-Cas systems as adaptive defense mechanisms against mobile genetic elements such as bacteriophage genomes and plasmids. Some of the advances in the characterization of the type II-A CRISPR-Cas system of Streptococcus thermophilus and Streptococcus pyogenes led to the development of the CRISPR-Cas9 genome-editing technology. We mostly discuss the 3 stages of the CRISPR-Cas system in S. thermophilus, namely the adaptation stage, which is unique to this resistance mechanism; the CRISPR RNA biogenesis; and the DNA-cutting activity in the interference stage to protect bacteria against phages. Finally, we look into applications of CRISPR-Cas in microbiology, including overcoming limitations in genome editing.
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Affiliation(s)
- Cécile Philippe
- Département de biochimie, de microbiologie, et de bio-informatique, Faculté des sciences et de génie, Université Laval, Québec, QC G1V 0A6, Canada.,Groupe de recherche en écologie buccale, Faculté de médecine dentaire, Université Laval, Québec, QC G1V 0A6, Canada
| | - Sylvain Moineau
- Département de biochimie, de microbiologie, et de bio-informatique, Faculté des sciences et de génie, Université Laval, Québec, QC G1V 0A6, Canada.,Groupe de recherche en écologie buccale, Faculté de médecine dentaire, Université Laval, Québec, QC G1V 0A6, Canada.,Félix d'Hérelle Reference Center for Bacterial Viruses, Université Laval, Québec, QC G1V 0A6, Canada
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16
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Chen CW, Yuan L, Zhou WY, Mgomi FC, Zhang YS, Wang Y, Zheng XF, Hu Q, Gao L, Rao SQ, Yang ZQ, Jiao XA. Isolation and genomic characterization of P.A-5, a novel virulent bacteriophage against Enterobacter hormaechei. Microb Pathog 2021; 152:104767. [PMID: 33524565 DOI: 10.1016/j.micpath.2021.104767] [Citation(s) in RCA: 6] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/23/2020] [Revised: 01/25/2021] [Accepted: 01/25/2021] [Indexed: 11/17/2022]
Abstract
Enterobacter hormaechei is a foodborne pathogen responsible for neonatal sepsis in humans and respiratory disease in animals. In this work, a new virulent phage (P.A-5) infecting E. hormaechei was isolated from domestic sewage samples and characterized. Transmission electron microscopy revealed that P.A-5 belonged to the family Myoviridae having a head size of 77.53 nm and a tail length of 72.24 nm. The burst size was 262 PFU/cell after a latent period of 20 min. Phage P.A-5 was able to survive in a pH range of 4-9 and resist temperatures up to 55 °C for 60 min. The genome sequence of P.A-5 had homology most similar to that of Shigellae phage MK-13 (GenBank: MK509462.1). Pork artificially contaminated with E. hormaechei was used as a model to evaluate the potential of P.A-5. The results clearly showed that P.A-5 treatment can completely inhibit E. hormaechei growth in pork within 8 h, indicating the potential use of P.A-5 as a biocontrol agent for E. hormaechei.
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Affiliation(s)
- Cao-Wei Chen
- School of Food Science and Technology, Yangzhou University, Yangzhou, Jiangsu, 225127, PR China
| | - Lei Yuan
- School of Food Science and Technology, Yangzhou University, Yangzhou, Jiangsu, 225127, PR China
| | - Wen-Yuan Zhou
- School of Food Science and Technology, Yangzhou University, Yangzhou, Jiangsu, 225127, PR China
| | - Fedrick C Mgomi
- School of Food Science and Technology, Yangzhou University, Yangzhou, Jiangsu, 225127, PR China
| | - Yuan-Song Zhang
- School of Food Science and Technology, Yangzhou University, Yangzhou, Jiangsu, 225127, PR China
| | - Yang Wang
- School of Food Science and Technology, Yangzhou University, Yangzhou, Jiangsu, 225127, PR China
| | - Xiang-Feng Zheng
- School of Food Science and Technology, Yangzhou University, Yangzhou, Jiangsu, 225127, PR China
| | - Qin Hu
- School of Food Science and Technology, Yangzhou University, Yangzhou, Jiangsu, 225127, PR China
| | - Lu Gao
- School of Food Science and Technology, Yangzhou University, Yangzhou, Jiangsu, 225127, PR China
| | - Sheng-Qi Rao
- School of Food Science and Technology, Yangzhou University, Yangzhou, Jiangsu, 225127, PR China
| | - Zhen-Quan Yang
- School of Food Science and Technology, Yangzhou University, Yangzhou, Jiangsu, 225127, PR China; Jiangsu Key Laboratory of Zoonoses, Yangzhou, Jiangsu, 225009, PR China.
| | - Xin-An Jiao
- Jiangsu Key Laboratory of Zoonoses, Yangzhou, Jiangsu, 225009, PR China.
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17
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Masumuzzaman M, Evivie SE, Ogwu MC, Li B, Du J, Li W, Huo G, Liu F, Wang S. Genomic and in vitro properties of the dairy Streptococcus thermophilus SMQ-301 strain against selected pathogens. Food Funct 2021; 12:7017-7028. [PMID: 34152341 DOI: 10.1039/d0fo02951c] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/21/2022]
Abstract
Cumulative studies have suggested that probiotic bacterial strains could be an effective alternative in inhibiting conditions caused by foodborne and vaginal pathogens. The use of genomic techniques is becoming highly useful in understanding the potential of these beneficial microorganisms. This study presents some genomic and in vitro properties of the Streptococcus thermophilus SMQ-301 strain against foodborne and vaginal pathogens (Staphylococcus aureus, Escherichia coli, and Gardnerella vaginalis) to validate its use in dairy food formulations. Genomic analyses include bacteriocin production, stress response systems, antioxidant capability, and RAST-based functional annotation. In vitro investigations focused on the antimicrobial effects of the S. thermophilus SMQ-301 cell-free solution (CFS) against the selected pathogens after enzymatic actions and pH treatments, assessment of cytotoxic effects using murine RAW264.7 cells, and assessment of organic acid production levels using supplementary carbon sources. The results show that the S. thermophilus SMQ-301 genome possesses essential pathways for stress management, antioxidant activities, and bacteriocin production. For the first time, the bacteriocin-producing peptides of S. thermophilus SMQ-301 are reported, which gives an insight into its inhibitory potential. In vitro, the CFS of S. thermophilus SMQ-301 had significant (P < 0.05) antimicrobial effects on the selected pathogens, with S. aureus ATCC25923 being the most resistant. All antimicrobial activities of the CFS against the selected pathogens were eliminated at pH 6.5 and 7.0. S. thermophilus SMQ-301 CFS yielded the highest lactic (25.58 ± 0.24 mg mL-1) and acetic (5.53 ± 0.12 mg mL-1) acid production levels, with 1% fructooligosaccharide (P < 0.05). The S. thermophilus SMQ-301 strain also lowered murine RAW264.7 cell activities from 101.77% (control) to 80.16% (T5 - RAW264.7 cells + 1 × 109 CFU mL-1 cells) (P < 0.05). This study showed that although the S. thermophilus SMQ-301 strain had excellent genomic characteristics, the in vitro effects varied markedly against all three pathogens. In all, the S. thermophilus SMQ-301 strain has promising applications as a potential probiotic in the food and allied industries.
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Affiliation(s)
- Md Masumuzzaman
- Key Laboratory of Dairy Science, Ministry of Education, College of Food Science, Northeast Agricultural University, Harbin 150030, China.
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18
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Abstract
CRISPR-Cas is one of the mechanisms used by bacteria to defend against viral predation. Increasing our knowledge of the biology and diversity of CRISPR-Cas systems will also improve our understanding of virus-bacterium interactions. As CRISPR-Cas systems acquiring novel immunities under laboratory conditions are rare, Streptococcus mutans strain P42S provides an alternative model to study the adaptation step, which is still the least understood step in CRISPR-Cas biology. Furthermore, the availability of a natural Cas9 protein recognizing an AT-rich PAM opens up new avenues for genome editing purposes. Streptococcus mutans and its virulent phages are important members of the human oral microbiota. S. mutans is also the primary causal agent of dental caries. To survive in this ecological niche, S. mutans must encode phage defense mechanisms, which include CRISPR-Cas systems. Here, we describe the CRISPR-Cas type II-A system of S. mutans strain P42S, which was found to display natural adaptation and interference activity in response to phage infection and plasmid transformation. Newly acquired spacers were integrated both at the 5′ end of the CRISPR locus and ectopically. In comparisons of the cas genes of P42S to those of other strains of S. mutans, cas1, cas2, and csn2 appear to be highly conserved within the species. However, more diversity was observed with cas9. While the nuclease domains of S. mutans Cas9 (SmCas9) are conserved, the C terminus of the protein, including the protospacer adjacent motif (PAM) recognition domain, is less conserved. In support of these findings, we experimentally demonstrated that the PAMs associated with SmCas9 of strain P42S are NAA and NGAA. These PAMs are different from those previously reported for the CRISPR-Cas system of the model strain S. mutans UA159. This study illustrates the diversity of CRISPR-Cas type II-A systems that can be found within the same bacterial species. IMPORTANCE CRISPR-Cas is one of the mechanisms used by bacteria to defend against viral predation. Increasing our knowledge of the biology and diversity of CRISPR-Cas systems will also improve our understanding of virus-bacterium interactions. As CRISPR-Cas systems acquiring novel immunities under laboratory conditions are rare, Streptococcus mutans strain P42S provides an alternative model to study the adaptation step, which is still the least understood step in CRISPR-Cas biology. Furthermore, the availability of a natural Cas9 protein recognizing an AT-rich PAM opens up new avenues for genome editing purposes.
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19
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Abstract
CRISPR research began over 30 years ago with the incidental discovery of an unusual nucleotide arrangement in the Escherichia coli genome. It took 20 years to find the main function of CRISPR-Cas systems as an adaptive defence mechanism against invading nucleic acids, and our knowledge of their biology has steadily increased ever since. In parallel, the number of applications derived from CRISPR-Cas systems has risen spectacularly. The CRISPR-based genome editing tool is arguably the most exciting application in both basic and applied research. Lately, CRISPR-Cas research has partially shifted to the least understood aspect of its biology: the ability of CRISPR-Cas systems to acquire new immunities during the so-called adaptation step. To date, the most efficient natural system to readily acquire new spacers is the type II-A system of the gram-positive dairy bacterium Streptococcus thermophilus. The discovery of additional systems able to acquire new spacers will hopefully draw more attention to this step of CRISPR-Cas biology. This review focuses on the breakthroughs that have helped to unravel the adaptation phase and on questions that remain to be answered.
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Affiliation(s)
- Cas Mosterd
- Département de biochimie, de microbiologie et de bio-informatique, Faculté des sciences et de génie, Université Laval, QC G1V 0A6, Canada.,Groupe de recherche en écologie buccale, Faculté de médecine dentaire, Université Laval, QC G1V 0A6, Canada
| | - Geneviève M Rousseau
- Département de biochimie, de microbiologie et de bio-informatique, Faculté des sciences et de génie, Université Laval, QC G1V 0A6, Canada.,Groupe de recherche en écologie buccale, Faculté de médecine dentaire, Université Laval, QC G1V 0A6, Canada
| | - Sylvain Moineau
- Département de biochimie, de microbiologie et de bio-informatique, Faculté des sciences et de génie, Université Laval, QC G1V 0A6, Canada.,Groupe de recherche en écologie buccale, Faculté de médecine dentaire, Université Laval, QC G1V 0A6, Canada.,Félix d'Hérelle Reference Center for Bacterial Viruses, Faculté de médecine dentaire, Université Laval, QC G1V 0A6, Canada
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20
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Novel Genus of Phages Infecting Streptococcus thermophilus: Genomic and Morphological Characterization. Appl Environ Microbiol 2020; 86:AEM.00227-20. [PMID: 32303549 DOI: 10.1128/aem.00227-20] [Citation(s) in RCA: 18] [Impact Index Per Article: 4.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/28/2020] [Accepted: 04/13/2020] [Indexed: 12/26/2022] Open
Abstract
Streptococcus thermophilus is a lactic acid bacterium commonly used for the manufacture of yogurt and specialty cheeses. Virulent phages represent a major risk for milk fermentation processes worldwide, as they can inactivate the added starter bacterial cells, leading to low-quality fermented dairy products. To date, four genetically distinct groups of phages infecting S. thermophilus have been described. Here, we describe a fifth group. Phages P738 and D4446 are virulent siphophages that infect a few industrial strains of S. thermophilus The genomes of phages P738 and D4446 were sequenced and found to contain 34,037 and 33,656 bp as well as 48 and 46 open reading frames, respectively. Comparative genomic analyses revealed that the two phages are closely related to each other but display very limited similarities to other S. thermophilus phages. In fact, these two novel S. thermophilus phages share similarities with streptococcal phages of nondairy origin, suggesting that they emerged recently in the dairy environment.IMPORTANCE Despite decades of research and adapted antiphage strategies such as CRISPR-Cas systems, virulent phages are still a persistent risk for the milk fermentation industry worldwide, as they can cause manufacturing failures and alter product quality. Phages P738 and D4446 are novel virulent phages that infect the food-grade Gram-positive bacterial species Streptococcus thermophilus These two related viruses represent a fifth group of S. thermophilus phages, as they are significantly distinct from other known S. thermophilus phages. Both phages share similarities with phages infecting nondairy streptococci, suggesting their recent emergence and probable coexistence in dairy environments. These findings highlight the necessity of phage surveillance programs as the phage population evolves in response to the application of antiphage strategies.
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21
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Abril AG, Carrera M, Böhme K, Barros-Velázquez J, Cañas B, Rama JLR, Villa TG, Calo-Mata P. Characterization of Bacteriophage Peptides of Pathogenic Streptococcus by LC-ESI-MS/MS: Bacteriophage Phylogenomics and Their Relationship to Their Host. Front Microbiol 2020; 11:1241. [PMID: 32582130 PMCID: PMC7296060 DOI: 10.3389/fmicb.2020.01241] [Citation(s) in RCA: 9] [Impact Index Per Article: 2.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/24/2020] [Accepted: 05/14/2020] [Indexed: 01/21/2023] Open
Abstract
The present work focuses on LC-ESI-MS/MS (liquid chromatography-electrospray ionization-tandem mass spectrometry) analysis of phage-origin tryptic digestion peptides from mastitis-causing Streptococcus spp. isolated from milk. A total of 2,546 non-redundant peptides belonging to 1,890 proteins were identified and analyzed. Among them, 65 phage-origin peptides were determined as specific Streptococcus spp. peptides. These peptides belong to proteins such as phage repressors, phage endopeptidases, structural phage proteins, and uncharacterized phage proteins. Studies involving bacteriophage phylogeny and the relationship between phages encoding the peptides determined and the bacteria they infect were also performed. The results show how specific peptides are present in closely related phages, and a link exists between bacteriophage phylogeny and the Streptococcus spp. they infect. Moreover, the phage peptide M∗ATNLGQAYVQIM∗PSAK is unique and specific for Streptococcus agalactiae. These results revealed that diagnostic peptides, among others, could be useful for the identification and characterization of mastitis-causing Streptococcus spp., particularly peptides that belong to specific functional proteins, such as phage-origin proteins, because of their specificity to bacterial hosts.
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Affiliation(s)
- Ana G. Abril
- Department of Microbiology and Parasitology, Faculty of Pharmacy, University of Santiago de Compostela, Santiago de Compostela, Spain
| | - Mónica Carrera
- Department of Food Technology, Spanish National Research Council, Marine Research Institute, Vigo, Spain
| | - Karola Böhme
- Agroalimentary Technological Center of Lugo, Lugo, Spain
| | - Jorge Barros-Velázquez
- Department of Analytical Chemistry, Nutrition and Food Science, School of Veterinary Sciences, University of Santiago de Compostela, Lugo, Spain
| | - Benito Cañas
- Department of Analytical Chemistry, Complutense University of Madrid, Madrid, Spain
| | - Jose L. R. Rama
- Department of Microbiology and Parasitology, Faculty of Pharmacy, University of Santiago de Compostela, Santiago de Compostela, Spain
| | - Tomás G. Villa
- Department of Microbiology and Parasitology, Faculty of Pharmacy, University of Santiago de Compostela, Santiago de Compostela, Spain
| | - Pilar Calo-Mata
- Department of Analytical Chemistry, Nutrition and Food Science, School of Veterinary Sciences, University of Santiago de Compostela, Lugo, Spain
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22
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Hu T, Cui Y, Qu X. Characterization and comparison of CRISPR Loci in Streptococcus thermophilus. Arch Microbiol 2019; 202:695-710. [PMID: 31781808 DOI: 10.1007/s00203-019-01780-3] [Citation(s) in RCA: 8] [Impact Index Per Article: 1.6] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/28/2019] [Revised: 11/15/2019] [Accepted: 11/20/2019] [Indexed: 12/26/2022]
Abstract
Clustered regularly interspaced short palindromic repeats (CRISPR) consists of a series of regular repeat-spacer sequences. It can not only act as a natural immune system in most prokaryotes, but also be utilized as the tool of newly developed genome modification and evolutionary researches. Streptococcus thermophilus is an important model organism for the study and application of CRISPR systems. In present study, the occurrence and diversity of CRISPR-Cas systems in the genomes of S. thermophilus were investigated including 4 new sequenced strains CS5, CS9, CS18, CS20, and other 23 strains downloaded from NCBI website. 66 CRISPR/Cas systems were identified among these 27 strains and could divided into four subsystems according to the arrangement of Cas proteins, notably I-E, II-A, II-C and III-A. Overall, 26 type II-C systems, 18 type II-A systems, 13 type III-A systems, 9 type I-E systems were identified. It was mentioned that CS20 contained two type II-C systems which had not been identified in the other 26 S. thermophilus strains. Overall, 1,080 spacers were analyzed and blasted. Sequence identity searches of spacers implied that most spacers derived from partial sequences of exogenous DNA, including various bacteriophages and plasmids. Of note, a large number of novel spacers were found in this study, indicating the unique phage environment they have undergone, especially CS20 strain. In addition, the analysis of the cas1 and cas9 genes revealed the genetic relationship among CRISPR-Cas system in these strains. Furthermore, the analysis of CRISPR spacers also indicated protospacer adjacent motif (PAM) sequences. Summary of PAM sequences could lay the foundations for the application of S. thermophilus CRISPR-Cas system. Our results suggested CS5 and CS18 can be used as model strains in the research of CRISPR-Cas system, and CS20 might have greater application potential in gene editing.
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Affiliation(s)
- Tong Hu
- Department of Food Science and Engineering, School of Chemistry and Chemical Engineering, Harbin Institute of Technology, Harbin, 150001, People's Republic of China
| | - Yanhua Cui
- Department of Food Science and Engineering, School of Chemistry and Chemical Engineering, Harbin Institute of Technology, Harbin, 150001, People's Republic of China.
| | - Xiaojun Qu
- Institute of Microbiology, Heilongjiang Academy of Sciences, Harbin, 150010, People's Republic of China
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23
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Johansen E. Use of Natural Selection and Evolution to Develop New Starter Cultures for Fermented Foods. Annu Rev Food Sci Technol 2019; 9:411-428. [PMID: 29580139 DOI: 10.1146/annurev-food-030117-012450] [Citation(s) in RCA: 41] [Impact Index Per Article: 8.2] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/09/2022]
Abstract
The fermented foods industry is constantly seeking new starter cultures to deal with changing consumer preferences and new fermentation processes. New cultures can either be composed of strains isolated from nature or improved derivatives of existing isolates. A variety of techniques involving natural selection and evolution are available to enhance the performance of existing strains, including the isolation of mutants with desired properties, adaptive laboratory evolution, genome shuffling, and genome editing. Numerous examples of traits that can be improved are provided. These include resistance to bacteriophages; the secretion of glucose to increase sweetness; the production of vitamins, antifungal compounds, bacteriocins, texture, or aroma; enhancement of acidification rates and acid tolerance; and elimination of biofilm formation. Careful consideration is required to ensure the developed strains are suitable for the desired purpose, as some approaches may lead to regulatory concerns.
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24
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Labrie SJ, Mosterd C, Loignon S, Dupuis MÈ, Desjardins P, Rousseau GM, Tremblay DM, Romero DA, Horvath P, Fremaux C, Moineau S. A mutation in the methionine aminopeptidase gene provides phage resistance in Streptococcus thermophilus. Sci Rep 2019; 9:13816. [PMID: 31554834 PMCID: PMC6761271 DOI: 10.1038/s41598-019-49975-4] [Citation(s) in RCA: 14] [Impact Index Per Article: 2.8] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/12/2019] [Accepted: 08/31/2019] [Indexed: 12/26/2022] Open
Abstract
Streptococcus thermophilus is a lactic acid bacterium widely used by the dairy industry for the manufacture of yogurt and specialty cheeses. It is also a Gram-positive bacterial model to study phage-host interactions. CRISPR-Cas systems are one of the most prevalent phage resistance mechanisms in S. thermophilus. Little information is available about other host factors involved in phage replication in this food-grade streptococcal species. We used the model strain S. thermophilus SMQ-301 and its virulent phage DT1, harboring the anti-CRISPR protein AcrIIA6, to show that a host gene coding for a methionine aminopeptidase (metAP) is necessary for phage DT1 to complete its lytic cycle. A single mutation in metAP provides S. thermophilus SMQ-301 with strong resistance against phage DT1. The mutation impedes a late step of the lytic cycle since phage adsorption, DNA replication, and protein expression were not affected. When the mutated strain was complemented with the wild-type version of the gene, the phage sensitivity phenotype was restored. When this mutation was introduced into other S. thermophilus strains it provided resistance against cos-type (Sfi21dt1virus genus) phages but replication of pac-type (Sfi11virus genus) phages was not affected. The mutation in the gene coding for the MetAP induces amino acid change in a catalytic domain conserved across many bacterial species. Introducing the same mutation in Streptococcus mutans also provided a phage resistance phenotype, suggesting the wide-ranging importance of the host methionine aminopeptidase in phage replication.
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Affiliation(s)
- Simon J Labrie
- Département de biochimie, de microbiologie, et de bio-informatique, Faculté des sciences et de génie, Université Laval, Québec City, QC, G1V 0A6, Canada.,Groupe de recherche en écologie buccale, Faculté de médecine dentaire, Université Laval, Québec City, QC, G1V 0A6, Canada.,SyntBioLab Inc., 4820-250, rue de la Pascaline, Lévis, G6W 0L9, Canada
| | - Cas Mosterd
- Département de biochimie, de microbiologie, et de bio-informatique, Faculté des sciences et de génie, Université Laval, Québec City, QC, G1V 0A6, Canada.,Groupe de recherche en écologie buccale, Faculté de médecine dentaire, Université Laval, Québec City, QC, G1V 0A6, Canada
| | - Stéphanie Loignon
- Groupe de recherche en écologie buccale, Faculté de médecine dentaire, Université Laval, Québec City, QC, G1V 0A6, Canada.,Félix d'Hérelle Reference Center for Bacterial Viruses, Faculté de médecine dentaire, Université Laval, Québec City, QC, G1V 0A6, Canada
| | - Marie-Ève Dupuis
- Département de biochimie, de microbiologie, et de bio-informatique, Faculté des sciences et de génie, Université Laval, Québec City, QC, G1V 0A6, Canada.,Groupe de recherche en écologie buccale, Faculté de médecine dentaire, Université Laval, Québec City, QC, G1V 0A6, Canada
| | - Philippe Desjardins
- Département de biochimie, de microbiologie, et de bio-informatique, Faculté des sciences et de génie, Université Laval, Québec City, QC, G1V 0A6, Canada
| | - Geneviève M Rousseau
- Département de biochimie, de microbiologie, et de bio-informatique, Faculté des sciences et de génie, Université Laval, Québec City, QC, G1V 0A6, Canada.,Groupe de recherche en écologie buccale, Faculté de médecine dentaire, Université Laval, Québec City, QC, G1V 0A6, Canada
| | - Denise M Tremblay
- Groupe de recherche en écologie buccale, Faculté de médecine dentaire, Université Laval, Québec City, QC, G1V 0A6, Canada.,Félix d'Hérelle Reference Center for Bacterial Viruses, Faculté de médecine dentaire, Université Laval, Québec City, QC, G1V 0A6, Canada
| | - Dennis A Romero
- DuPont Nutrition and Biosciences, 3329 Agriculture Dr, Madison, WI, 53716, USA
| | - Philippe Horvath
- DuPont Nutrition and Biosciences, BP10, Dangé-Saint-Romain, 86220, France
| | - Christophe Fremaux
- DuPont Nutrition and Biosciences, BP10, Dangé-Saint-Romain, 86220, France
| | - Sylvain Moineau
- Département de biochimie, de microbiologie, et de bio-informatique, Faculté des sciences et de génie, Université Laval, Québec City, QC, G1V 0A6, Canada. .,Groupe de recherche en écologie buccale, Faculté de médecine dentaire, Université Laval, Québec City, QC, G1V 0A6, Canada. .,Félix d'Hérelle Reference Center for Bacterial Viruses, Faculté de médecine dentaire, Université Laval, Québec City, QC, G1V 0A6, Canada.
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Lam TJ, Ye Y. Long reads reveal the diversification and dynamics of CRISPR reservoir in microbiomes. BMC Genomics 2019; 20:567. [PMID: 31288753 PMCID: PMC6617893 DOI: 10.1186/s12864-019-5922-8] [Citation(s) in RCA: 6] [Impact Index Per Article: 1.2] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/08/2019] [Accepted: 06/21/2019] [Indexed: 02/07/2023] Open
Abstract
BACKGROUND Sequencing of microbiomes has accelerated the characterization of the diversity of CRISPR-Cas immune systems. However, the utilization of next generation short read sequences for the characterization of CRISPR-Cas dynamics remains limited due to the repetitive nature of CRISPR arrays. CRISPR arrays are comprised of short spacer segments (derived from invaders' genomes) interspaced between flanking repeat sequences. The repetitive structure of CRISPR arrays poses a computational challenge for the accurate assembly of CRISPR arrays from short reads. In this paper we evaluate the use of long read sequences for the analysis of CRISPR-Cas system dynamics in microbiomes. RESULTS We analyzed a dataset of Illumina's TruSeq Synthetic Long-Reads (SLR) derived from a gut microbiome. We showed that long reads captured CRISPR spacers at a high degree of redundancy, which highlights the spacer conservation of spacer sharing CRISPR variants, enabling the study of CRISPR array dynamics in ways difficult to achieve though short read sequences. We introduce compressed spacer graphs, a visual abstraction of spacer sharing CRISPR arrays, to provide a simplified view of complex organizational structures present within CRISPR array dynamics. Utilizing compressed spacer graphs, several key defining characteristics of CRISPR-Cas system dynamics were observed including spacer acquisition and loss events, conservation of the trailer end spacers, and CRISPR arrays' directionality (transcription orientation). Other result highlights include the observation of intense array contraction and expansion events, and reconstruction of a full-length genome for a potential invader (Faecalibacterium phage) based on identified spacers. CONCLUSION We demonstrate in an in silico system that long reads provide the necessary context for characterizing the organization of CRISPR arrays in a microbiome, and reveal dynamic and evolutionary features of CRISPR-Cas systems in a microbial population.
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Affiliation(s)
- Tony J Lam
- School of Informatics, Computing, and Engineering Indiana University, Bloomington, 47408, IN, USA
| | - Yuzhen Ye
- School of Informatics, Computing, and Engineering Indiana University, Bloomington, 47408, IN, USA.
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26
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Szymczak P, Rau MH, Monteiro JM, Pinho MG, Filipe SR, Vogensen FK, Zeidan AA, Janzen T. A comparative genomics approach for identifying host-range determinants in Streptococcus thermophilus bacteriophages. Sci Rep 2019; 9:7991. [PMID: 31142793 PMCID: PMC6541646 DOI: 10.1038/s41598-019-44481-z] [Citation(s) in RCA: 21] [Impact Index Per Article: 4.2] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/03/2018] [Accepted: 05/07/2019] [Indexed: 12/17/2022] Open
Abstract
Comparative genomics has proven useful in exploring the biodiversity of phages and understanding phage-host interactions. This knowledge is particularly useful for phages infecting Streptococcus thermophilus, as they constitute a constant threat during dairy fermentations. Here, we explore the genetic diversity of S. thermophilus phages to identify genetic determinants with a signature for host specificity, which could be linked to the bacterial receptor genotype. A comparative genomic analysis was performed on 142 S. thermophilus phage genomes, 55 of which were sequenced in this study. Effectively, 94 phages were assigned to the group cos (DT1), 36 to the group pac (O1205), six to the group 5093, and six to the group 987. The core genome-based phylogeny of phages from the two dominating groups and their receptor binding protein (RBP) phylogeny corresponded to the phage host-range. A role of RBP in host recognition was confirmed by constructing a fluorescent derivative of the RBP of phage CHPC951, followed by studying the binding of the protein to the host strain. Furthermore, the RBP phylogeny of the cos group was found to correlate with the host genotype of the exocellular polysaccharide-encoding operon. These findings provide novel insights towards developing strategies to combat phage infections in dairies.
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Affiliation(s)
- Paula Szymczak
- Bacterial Physiology, R&D, Chr. Hansen A/S, 2970, Hørsholm, Denmark
- Department of Food Science, University of Copenhagen, 1958, Frederiksberg, Denmark
| | - Martin Holm Rau
- Bacterial Physiology, R&D, Chr. Hansen A/S, 2970, Hørsholm, Denmark
| | - João M Monteiro
- Laboratory of Bacterial Cell Biology, Instituto de Tecnologia Química e Biológica António Xavier, Universidade Nova de Lisboa, 2780-157, Oeiras, Portugal
| | - Mariana G Pinho
- Laboratory of Bacterial Cell Biology, Instituto de Tecnologia Química e Biológica António Xavier, Universidade Nova de Lisboa, 2780-157, Oeiras, Portugal
| | - Sérgio Raposo Filipe
- UCIBIO-REQUIMTE, Departamento de Ciências da Vida, Faculdade de Ciências e Tecnologia, Universidade Nova de Lisboa, 2829-516, Caparica, Portugal
- Laboratory of Bacterial Cell Surfaces and Pathogenesis, Instituto de Tecnologia Química e Biológica António Xavier, Universidade Nova de Lisboa, 2780-157, Oeiras, Portugal
| | - Finn Kvist Vogensen
- Department of Food Science, University of Copenhagen, 1958, Frederiksberg, Denmark
| | - Ahmad A Zeidan
- Bacterial Physiology, R&D, Chr. Hansen A/S, 2970, Hørsholm, Denmark
| | - Thomas Janzen
- Bacterial Physiology, R&D, Chr. Hansen A/S, 2970, Hørsholm, Denmark.
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28
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Inactivation of Dairy Bacteriophages by Thermal and Chemical Treatments. Viruses 2019; 11:v11050480. [PMID: 31130656 PMCID: PMC6563197 DOI: 10.3390/v11050480] [Citation(s) in RCA: 11] [Impact Index Per Article: 2.2] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/07/2019] [Accepted: 05/22/2019] [Indexed: 11/16/2022] Open
Abstract
This article provides information on the characteristics of diverse phages of lactic acid bacteria and highlights the incidence of their presence in different dairy fermentations. As it is known, thermal treatments on raw milk and use of sanitizers in the disinfection of surfaces and equipment are strategies usually applied in dairy to prevent bacteriophage infections. In this sense, this review mainly focuses on the existing data about the resistance against thermal treatments and sanitizers usually used in the dairy industry worldwide, and the differences found among bacteriophages of diverse genera are remarked upon. Also, we provide information concerning the problems that have arisen as a consequence of the potential presence of bacteriophages in cheese whey powder and derivatives when they are added in fermented dairy product manufacturing. Finally, some important conclusions on each topic are marked and checkpoints to be considered are suggested.
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29
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Sun Y, Veseli IA, Vaillancourt K, Frenette M, Grenier D, Pombert JF. The bacteriocin from the prophylactic candidate Streptococcus suis 90-1330 is widely distributed across S. suis isolates and appears encoded in an integrative and conjugative element. PLoS One 2019; 14:e0216002. [PMID: 31039174 PMCID: PMC6490898 DOI: 10.1371/journal.pone.0216002] [Citation(s) in RCA: 6] [Impact Index Per Article: 1.2] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/26/2019] [Accepted: 04/12/2019] [Indexed: 01/09/2023] Open
Abstract
The Gram-positive α-hemolytic Streptococcus suis is a major pathogen in the swine industry and an emerging zoonotic agent that can cause several systemic issues in both pigs and humans. A total of 35 S. suis serotypes (SS) have been identified and genotyped into > 700 sequence types (ST) by multilocus sequence typing (MLST). Eurasian ST1 isolates are the most virulent of all S. suis SS2 strains while North American ST25 and ST28 strains display moderate to low/no virulence phenotypes, respectively. Notably, S. suis 90–1330 is an avirulent Canadian SS2-ST28 isolate producing a lantibiotic bacteriocin with potential prophylactic applications. To investigate the suitability of this strain for such purposes, we sequenced its complete genome using the Illumina and PacBio platforms. The S. suis 90–1330 bacteriocin was found encoded in a locus cargoed in what appears to be an integrative and conjugative element (ICE). This bacteriocin locus was also found to be widely distributed across several streptococcal species and in a few Staphylococcus aureus strains. Because the locus also confers protection from the bacteriocin, the potential prophylactic benefits of using this strain may prove limited due to the spread of the resistance to its effects. Furthermore, the S. suis 90–1330 genome was found to code for genes involved in blood survival, suggesting that strain may not be a benign as previously thought.
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Affiliation(s)
- Yukun Sun
- Department of Biology, Illinois Institute of Technology, Chicago, IL, United States of America
| | - Iva A. Veseli
- Department of Biology, Illinois Institute of Technology, Chicago, IL, United States of America
| | - Katy Vaillancourt
- Groupe de Recherche en Écologie Buccale, Faculté de Médecine Dentaire, Université Laval, Québec, QC, Canada
| | - Michel Frenette
- Groupe de Recherche en Écologie Buccale, Faculté de Médecine Dentaire, Université Laval, Québec, QC, Canada
- Centre de Recherche en Infectiologie Porcine et Avicole, Fonds de Recherche du Québec–Nature et Technologies, Québec, QC, Canada
| | - Daniel Grenier
- Groupe de Recherche en Écologie Buccale, Faculté de Médecine Dentaire, Université Laval, Québec, QC, Canada
- Centre de Recherche en Infectiologie Porcine et Avicole, Fonds de Recherche du Québec–Nature et Technologies, Québec, QC, Canada
| | - Jean-François Pombert
- Department of Biology, Illinois Institute of Technology, Chicago, IL, United States of America
- * E-mail:
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30
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Szymczak P, Vogensen FK, Janzen T. Novel isolates of Streptococcus thermophilus bacteriophages from group 5093 identified with an improved multiplex PCR typing method. Int Dairy J 2019. [DOI: 10.1016/j.idairyj.2018.12.001] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/28/2022]
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31
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Clarke R, Heler R, MacDougall MS, Yeo NC, Chavez A, Regan M, Hanakahi L, Church GM, Marraffini LA, Merrill BJ. Enhanced Bacterial Immunity and Mammalian Genome Editing via RNA-Polymerase-Mediated Dislodging of Cas9 from Double-Strand DNA Breaks. Mol Cell 2019; 71:42-55.e8. [PMID: 29979968 DOI: 10.1016/j.molcel.2018.06.005] [Citation(s) in RCA: 78] [Impact Index Per Article: 15.6] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/09/2017] [Revised: 03/06/2018] [Accepted: 06/01/2018] [Indexed: 12/26/2022]
Abstract
The ability to target the Cas9 nuclease to DNA sequences via Watson-Crick base pairing with a single guide RNA (sgRNA) has provided a dynamic tool for genome editing and an essential component of adaptive immune systems in bacteria. After generating a double-stranded break (DSB), Cas9 remains stably bound to DNA. Here, we show persistent Cas9 binding blocks access to the DSB by repair enzymes, reducing genome editing efficiency. Cas9 can be dislodged by translocating RNA polymerases, but only if the polymerase approaches from one direction toward the Cas9-DSB complex. By exploiting these RNA-polymerase/Cas9 interactions, Cas9 can be conditionally converted into a multi-turnover nuclease, mediating increased mutagenesis frequencies in mammalian cells and enhancing bacterial immunity to bacteriophages. These consequences of a stable Cas9-DSB complex provide insights into the evolution of protospacer adjacent motif (PAM) sequences and a simple method of improving selection of highly active sgRNAs for genome editing.
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Affiliation(s)
- Ryan Clarke
- Department of Biochemistry and Molecular Genetics, University of Illinois at Chicago, Chicago, IL 60607, USA
| | - Robert Heler
- Laboratory of Bacteriology, The Rockefeller University, New York, NY 10065, USA
| | - Matthew S MacDougall
- Department of Biochemistry and Molecular Genetics, University of Illinois at Chicago, Chicago, IL 60607, USA
| | - Nan Cher Yeo
- Department of Genetics, Harvard Medical School, Wyss Institute for Biologically Inspired Engineering, Harvard University, Boston, MA 02115, USA
| | - Alejandro Chavez
- Department of Genetics, Harvard Medical School, Wyss Institute for Biologically Inspired Engineering, Harvard University, Boston, MA 02115, USA
| | - Maureen Regan
- Department of Biochemistry and Molecular Genetics, University of Illinois at Chicago, Chicago, IL 60607, USA; Genome Editing Core, University of Illinois at Chicago, Chicago, IL 60607, USA
| | - Leslyn Hanakahi
- Department of Medicinal Chemistry and Pharmacognosy, College of Pharmacy, University of Illinois at Chicago, Rockford Health Science Campus, Rockford, IL 61107, USA
| | - George M Church
- Department of Genetics, Harvard Medical School, Wyss Institute for Biologically Inspired Engineering, Harvard University, Boston, MA 02115, USA
| | | | - Bradley J Merrill
- Department of Biochemistry and Molecular Genetics, University of Illinois at Chicago, Chicago, IL 60607, USA; Genome Editing Core, University of Illinois at Chicago, Chicago, IL 60607, USA.
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32
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da Silva Xavier A, de Almeida JCF, de Melo AG, Rousseau GM, Tremblay DM, de Rezende RR, Moineau S, Alfenas‐Zerbini P. Characterization of CRISPR-Cas systems in the Ralstonia solanacearum species complex. MOLECULAR PLANT PATHOLOGY 2019; 20:223-239. [PMID: 30251378 PMCID: PMC6637880 DOI: 10.1111/mpp.12750] [Citation(s) in RCA: 6] [Impact Index Per Article: 1.2] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 06/08/2023]
Abstract
Clustered regularly interspaced short palindromic repeats (CRISPRs) are composed of an array of short DNA repeat sequences separated by unique spacer sequences that are flanked by associated (Cas) genes. CRISPR-Cas systems are found in the genomes of several microbes and can act as an adaptive immune mechanism against invading foreign nucleic acids, such as phage genomes. Here, we studied the CRISPR-Cas systems in plant-pathogenic bacteria of the Ralstonia solanacearum species complex (RSSC). A CRISPR-Cas system was found in 31% of RSSC genomes present in public databases. Specifically, CRISPR-Cas types I-E and II-C were found, with I-E being the most common. The presence of the same CRISPR-Cas types in distinct Ralstonia phylotypes and species suggests the acquisition of the system by a common ancestor before Ralstonia species segregation. In addition, a Cas1 phylogeny (I-E type) showed a perfect geographical segregation of phylotypes, supporting an ancient acquisition. Ralstoniasolanacearum strains CFBP2957 and K60T were challenged with a virulent phage, and the CRISPR arrays of bacteriophage-insensitive mutants (BIMs) were analysed. No new spacer acquisition was detected in the analysed BIMs. The functionality of the CRISPR-Cas interference step was also tested in R. solanacearum CFBP2957 using a spacer-protospacer adjacent motif (PAM) delivery system, and no resistance was observed against phage phiAP1. Our results show that the CRISPR-Cas system in R. solanacearum CFBP2957 is not its primary antiviral strategy.
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Affiliation(s)
- André da Silva Xavier
- Departamento de Microbiologia, Instituto de Biotecnologia Aplicada à Agropecuária (BIOAGRO)Universidade Federal de ViçosaViçosaMG36570‐000Brazil
| | - Juliana Cristina Fraleon de Almeida
- Departamento de Microbiologia, Instituto de Biotecnologia Aplicada à Agropecuária (BIOAGRO)Universidade Federal de ViçosaViçosaMG36570‐000Brazil
| | - Alessandra Gonçalves de Melo
- Département de Biochimie, de Microbiologie, et de Bioinformatique, Faculté des Sciences et de GénieUniversité LavalQuébec CityQCGIV0A6Canada
| | - Geneviève M. Rousseau
- Département de Biochimie, de Microbiologie, et de Bioinformatique, Faculté des Sciences et de GénieUniversité LavalQuébec CityQCGIV0A6Canada
- Félix d'Hérelle Reference Center for Bacterial Viruses, and GREB, Faculté de Médecine DentaireUniversité LavalQuébec CityQCGIV0A6Canada
| | - Denise M. Tremblay
- Département de Biochimie, de Microbiologie, et de Bioinformatique, Faculté des Sciences et de GénieUniversité LavalQuébec CityQCGIV0A6Canada
- Félix d'Hérelle Reference Center for Bacterial Viruses, and GREB, Faculté de Médecine DentaireUniversité LavalQuébec CityQCGIV0A6Canada
| | - Rafael Reis de Rezende
- Departamento de Microbiologia, Instituto de Biotecnologia Aplicada à Agropecuária (BIOAGRO)Universidade Federal de ViçosaViçosaMG36570‐000Brazil
| | - Sylvain Moineau
- Département de Biochimie, de Microbiologie, et de Bioinformatique, Faculté des Sciences et de GénieUniversité LavalQuébec CityQCGIV0A6Canada
- Félix d'Hérelle Reference Center for Bacterial Viruses, and GREB, Faculté de Médecine DentaireUniversité LavalQuébec CityQCGIV0A6Canada
| | - Poliane Alfenas‐Zerbini
- Departamento de Microbiologia, Instituto de Biotecnologia Aplicada à Agropecuária (BIOAGRO)Universidade Federal de ViçosaViçosaMG36570‐000Brazil
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da Silva Duarte V, Giaretta S, Campanaro S, Treu L, Armani A, Tarrah A, Oliveira de Paula S, Giacomini A, Corich V. A Cryptic Non-Inducible Prophage Confers Phage-Immunity on the Streptococcus thermophilus M17PTZA496. Viruses 2018; 11:v11010007. [PMID: 30583530 PMCID: PMC6356513 DOI: 10.3390/v11010007] [Citation(s) in RCA: 12] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/11/2018] [Revised: 12/14/2018] [Accepted: 12/19/2018] [Indexed: 12/26/2022] Open
Abstract
Streptococcus thermophilus is considered one of the most important species for the dairy industry. Due to their diffusion in dairy environments, bacteriophages can represent a threat to this widely used bacterial species. Despite the presence of a CRISPR-Cas system in the S. thermophilus genome, some lysogenic strains harbor cryptic prophages that can increase the phage-host resistance defense. This characteristic was identified in the dairy strain S. thermophilus M17PTZA496, which contains two integrated prophages 51.8 and 28.3 Kb long, respectively. In the present study, defense mechanisms, such as a lipoprotein-encoding gene and Siphovirus Gp157, the last associated to the presence of a noncoding viral DNA element, were identified in the prophage M17PTZA496 genome. The ability to overexpress genes involved in these defense mechanisms under specific stressful conditions, such as phage attack, has been demonstrated. Despite the addition of increasing amounts of Mitomycin C, M17PTZA496 was found to be non-inducible. However, the transcriptional activity of the phage terminase large subunit was detected in the presence of the antagonist phage vB_SthS-VA460 and of Mitomycin C. The discovery of an additional immune mechanism, associated with bacteriophage-insensitive strains, is of utmost importance, for technological applications and industrial processes. To our knowledge, this is the first study reporting the capability of a prophage integrated into the S. thermophilus genome expressing different phage defense mechanisms. Bacteriophages are widespread entities that constantly threaten starter cultures in the dairy industry. In cheese and yogurt manufacturing, the lysis of Streptococcus thermophilus cultures by viral attacks can lead to huge economic losses. Nowadays S. thermophilus is considered a well-stablished model organism for the study of natural adaptive immunity (CRISPR-Cas) against phage and plasmids, however, the identification of novel bacteriophage-resistance mechanisms, in this species, is strongly desirable. Here, we demonstrated that the presence of a non-inducible prophage confers phage-immunity to an S. thermophilus strain, by the presence of ltp and a viral noncoding region. S. thermophilus M17PTZA496 arises as an unconventional model to study phage resistance and potentially represents an alternative starter strain for dairy productions.
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Affiliation(s)
- Vinícius da Silva Duarte
- Department of Microbiology, Universidade Federal de Viçosa, Av. Peter Henry Rolfs, s/n, Campus Universitário, Viçosa-MG 36570-900, Brazil.
- Department of Agronomy Food Natural Resources Animals and Environment, University of Padova, 35020 Legnaro, Italy.
| | - Sabrina Giaretta
- Department of Agronomy Food Natural Resources Animals and Environment, University of Padova, 35020 Legnaro, Italy.
| | | | - Laura Treu
- Department of Agronomy Food Natural Resources Animals and Environment, University of Padova, 35020 Legnaro, Italy.
- Department of Biology, University of Padova, 35121 Padova, Italy.
| | - Andrea Armani
- Venetian Institute of Molecular Medicine, 35129 Padova, Italy.
| | - Armin Tarrah
- Department of Agronomy Food Natural Resources Animals and Environment, University of Padova, 35020 Legnaro, Italy.
| | | | - Alessio Giacomini
- Department of Agronomy Food Natural Resources Animals and Environment, University of Padova, 35020 Legnaro, Italy.
| | - Viviana Corich
- Department of Agronomy Food Natural Resources Animals and Environment, University of Padova, 35020 Legnaro, Italy.
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Daly RA, Roux S, Borton MA, Morgan DM, Johnston MD, Booker AE, Hoyt DW, Meulia T, Wolfe RA, Hanson AJ, Mouser PJ, Moore JD, Wunch K, Sullivan MB, Wrighton KC, Wilkins MJ. Viruses control dominant bacteria colonizing the terrestrial deep biosphere after hydraulic fracturing. Nat Microbiol 2018; 4:352-361. [DOI: 10.1038/s41564-018-0312-6] [Citation(s) in RCA: 58] [Impact Index Per Article: 9.7] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/03/2018] [Accepted: 10/30/2018] [Indexed: 12/20/2022]
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35
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Biodiversity of Streptococcus thermophilus Phages in Global Dairy Fermentations. Viruses 2018; 10:v10100577. [PMID: 30360457 PMCID: PMC6213268 DOI: 10.3390/v10100577] [Citation(s) in RCA: 23] [Impact Index Per Article: 3.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/28/2018] [Revised: 10/18/2018] [Accepted: 10/19/2018] [Indexed: 12/26/2022] Open
Abstract
Streptococcus thermophilus strains are among the most widely employed starter cultures in dairy fermentations, second only to those of Lactococcus lactis. The extensive application of this species provides considerable opportunity for the proliferation of its infecting (bacterio)phages. Until recently, dairy streptococcal phages were classified into two groups (cos and pac groups), while more recently, two additional groups have been identified (5093 and 987 groups). This highlights the requirement for consistent monitoring of phage populations in the industry. Here, we report a survey of 35 samples of whey derived from 27 dairy fermentation facilities in ten countries against a panel of S. thermophilus strains. This culminated in the identification of 172 plaque isolates, which were characterized by multiplex PCR, restriction fragment length polymorphism analysis, and host range profiling. Based on this characterisation, 39 distinct isolates representing all four phage groups were selected for genome sequencing. Genetic diversity was observed among the cos isolates and correlations between receptor binding protein phylogeny and host range were also clear within this phage group. The 987 phages isolated within this study shared high levels of sequence similarity, yet displayed reduced levels of similarity to those identified in previous studies, indicating that they are subject to ongoing genetic diversification.
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36
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Abstract
Phages of Streptococcus thermophilus present a major threat to the production of many fermented dairy products. To date, only a few studies have assessed the biodiversity of S. thermophilus phages in dairy fermentations. In order to develop strategies to limit phage predation in this important industrial environment, it is imperative that such studies are undertaken and that phage-host interactions of this species are better defined. The present study investigated the biodiversity and evolution of phages within an Irish dairy fermentation facility over an 11-year period. This resulted in the isolation of 17 genetically distinct phages, all of which belong to the so-called cos group. The evolution of phages within the factory appears to be influenced by phages from other dairy plants introduced into the factory for whey protein powder production. Modular exchange, primarily within the regions encoding lysogeny and replication functions, was the major observation among the phages isolated between 2006 and 2016. Furthermore, the genotype of the first isolate in 2006 was observed continuously across the following decade, highlighting the ability of these phages to prevail in the factory setting for extended periods of time. The proteins responsible for host recognition were analyzed, and carbohydrate-binding domains (CBDs) were identified in the distal tail (Dit), the baseplate proteins, and the Tail-associated lysin (Tal) variable regions (VR1 and VR2) of many isolates. This supports the notion that S. thermophilus phages recognize a carbohydrate receptor on the cell surface of their host.IMPORTANCE Dairy fermentations are consistently threatened by the presence of bacterial viruses (bacteriophages or phages), which may lead to a reduction in acidification rates or even complete loss of the fermentate. These phages may persist in factories for long periods of time. The objective of the current study was to monitor the progression of phages infecting the dairy bacterium Streptococcus thermophilus over a period of 11 years in an Irish dairy plant so as to understand how these phages evolve. A focused analysis of the genomic region that encodes host recognition functions highlighted that the associated proteins harbor a variety of carbohydrate-binding domains, which corroborates the notion that phages of S. thermophilus recognize carbohydrate receptors at the initial stages of the phage cycle.
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Abstract
If biology laboratories were smartphones, CRISPR-Cas would be the leading app. Nowadays, technology users rely on apps to communicate, get directions, entertain, and more. Likewise, many life scientists now rely on CRISPR-Cas systems to study the interactions between microbes and their viruses, to track strains as well as to modify and modulate genomes. Considering their high level of polymorphism, CRISPR arrays can increase the resolution of a microbial typing scheme. As dynamic systems, they allow the identification and the tracking of specific sequences, which is highly valuable for epidemiological studies. As a defense mechanism, they offer an opportunity to generate virus-resistant strains or even to construct strains refractory to the acquisition of specific genes. And last but not least, as customizable and transferable tools, CRISPR-Cas systems are particularly promising to fight multi-drug resistant bacteria through the engineering of phages.
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Affiliation(s)
- Marie-Laurence Lemay
- Département de biochimie, de microbiologie, et de bioinformatique, Faculté des sciences et de génie, Université Laval, Québec City, QC G1V 0A6, Canada
| | - Philippe Horvath
- DuPont Nutrition and Health, BP10, 86220 Dangé-Saint-Romain, France
| | - Sylvain Moineau
- Département de biochimie, de microbiologie, et de bioinformatique, Faculté des sciences et de génie, Université Laval, Québec City, QC G1V 0A6, Canada; Félix d'Hérelle Reference Center for Bacterial Viruses and Groupe de recherche en écologie buccale, Faculté de médecine dentaire, Université Laval, Québec City, QC G1V 0A6, Canada.
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