1
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Cui Y, Qu X. CRISPR-Cas systems of lactic acid bacteria and applications in food science. Biotechnol Adv 2024; 71:108323. [PMID: 38346597 DOI: 10.1016/j.biotechadv.2024.108323] [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: 08/14/2023] [Revised: 12/29/2023] [Accepted: 02/09/2024] [Indexed: 02/17/2024]
Abstract
CRISPR-Cas (Clustered regularly interspaced short palindromic repeats-CRISPR associated proteins) systems are widely distributed in lactic acid bacteria (LAB), contributing to their RNA-mediated adaptive defense immunity. The CRISPR-Cas-based genetic tools have exhibited powerful capability. It has been highly utilized in different organisms, accelerating the development of life science. The review summarized the components, adaptive immunity mechanisms, and classification of CRISPR-Cas systems; analyzed the distribution and characteristics of CRISPR-Cas system in LAB. The review focuses on the development of CRISPR-Cas-based genetic tools in LAB for providing latest development and future trend. The diverse and broad applications of CRISPR-Cas systems in food/probiotic industry are introduced. LAB harbor a plenty of CRISPR-Cas systems, which contribute to generate safer and more robust strains with increased resistance against bacteriophage and prevent the dissemination of plasmids carrying antibiotic-resistance markers. Furthermore, the CRISPR-Cas system from LAB could be used to exploit novel, flexible, programmable genome editing tools of native host and other organisms, resolving the limitation of genetic operation of some LAB species, increasing the important biological functions of probiotics, improving the adaptation of probiotics in complex environments, and inhibiting the growth of foodborne pathogens. The development of the genetic tools based on CRISPR-Cas system in LAB, especially the endogenous CRISPR-Cas system, will open new avenues for precise regulation, rational design, and flexible application of LAB.
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Affiliation(s)
- Yanhua Cui
- Department of Food Nutrition and Health, School of Medicine and Health, Harbin Institute of Technology, Harbin 150001, China.
| | - Xiaojun Qu
- Institute of Microbiology, Heilongjiang Academy of Sciences, Harbin, 150010, China
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2
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Detection and identification of Lactobacillus acidophilus species and its commercial probiotic strains using CRISPR loci-based amplicon analysis. Lebensm Wiss Technol 2022. [DOI: 10.1016/j.lwt.2022.114166] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/16/2022]
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3
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Roy R, Marakkar S, Vayalil MP, Shahanaz A, Anil AP, Kunnathpeedikayil S, Rawal I, Shetty K, Shameer Z, Sathees S, Prasannakumar AP, Mathew OK, Subramanian L, Shameer K, Yadav KK. Drug-food Interactions in the Era of Molecular Big Data, Machine Intelligence, and Personalized Health. RECENT ADVANCES IN FOOD, NUTRITION & AGRICULTURE 2022; 13:27-50. [PMID: 36173075 PMCID: PMC10258917 DOI: 10.2174/2212798412666220620104809] [Citation(s) in RCA: 3] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 12/23/2021] [Revised: 03/04/2022] [Accepted: 03/30/2022] [Indexed: 12/29/2022]
Abstract
The drug-food interaction brings forth changes in the clinical effects of drugs. While favourable interactions bring positive clinical outcomes, unfavourable interactions may lead to toxicity. This article reviews the impact of food intake on drug-food interactions, the clinical effects of drugs, and the effect of drug-food in correlation with diet and precision medicine. Emerging areas in drug-food interactions are the food-genome interface (nutrigenomics) and nutrigenetics. Understanding the molecular basis of food ingredients, including genomic sequencing and pharmacological implications of food molecules, helps to reduce the impact of drug-food interactions. Various strategies are being leveraged to alleviate drug-food interactions; measures including patient engagement, digital health, approaches involving machine intelligence, and big data are a few of them. Furthermore, delineating the molecular communications across dietmicrobiome- drug-food-drug interactions in a pharmacomicrobiome framework may also play a vital role in personalized nutrition. Determining nutrient-gene interactions aids in making nutrition deeply personalized and helps mitigate unwanted drug-food interactions, chronic diseases, and adverse events from their onset. Translational bioinformatics approaches could play an essential role in the next generation of drug-food interaction research. In this landscape review, we discuss important tools, databases, and approaches along with key challenges and opportunities in drug-food interaction and its immediate impact on precision medicine.
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Affiliation(s)
- Romy Roy
- Molecular Robotics, Cochin, Kerala, India
| | | | | | - Alisha Shahanaz
- Molecular Robotics, Cochin, Kerala, India
- Sanaria Inc, Rockville, MD, USA
| | - Athira Panicker Anil
- Molecular Robotics, Cochin, Kerala, India
- Mar Athanasious College for Advanced Studies, Tiruvalla, India
| | - Shameer Kunnathpeedikayil
- Molecular Robotics, Cochin, Kerala, India
- Thiruvalla, Kerala; People Care Health LLP Thrissur, Kerala, India
| | | | | | | | - Saraswathi Sathees
- Molecular Robotics, Cochin, Kerala, India
- University of Washington Seattle, Washington WA, USA
| | | | | | - Lakshminarayanan Subramanian
- Department of Computer Science, Courant Institute of Mathematical Sciences, New York University, New York, NY, USA
| | - Khader Shameer
- Northwell Health, New York, NY, USA and Faculty of Medicine, Imperial College London, London, UK
| | - Kamlesh K. Yadav
- School of Engineering Medicine, and
- Department of Translational Medical Sciences, Center for Genomic and Precision Medicine, Texas A&M University, Houston, TX 77030, USA
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4
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Tanabe K, Monguchi M, Inoue R, Zamami R, Nakanishi R, Manabe A, Oe K, Komatsuzaki N, Shima J. Lentilactobacillus buchneri domination during the fermentation of Japanese traditional fermented fish (funazushi). Food Sci Nutr 2022; 10:4073-4079. [PMID: 36348771 PMCID: PMC9632191 DOI: 10.1002/fsn3.3002] [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: 01/18/2022] [Revised: 07/11/2022] [Accepted: 07/14/2022] [Indexed: 11/28/2022] Open
Abstract
Funazushi is a Japanese traditional fermented fish made with boiled rice without the addition of microbial starter cultures. Isolates from various commercial funazushi products, as identified by 16S rDNA sequences, suggested that Lentilactobacillus buchneri strains are major lactic acid bacteria. Based on an analysis of the putative CRISPR (clustered regularly interspaced short palindromic repeat) region, the genetic diversity of L. buchneri strains was examined. The data suggested that the diversity of L. buchneri strains depended on the factories at which funazushi was produced. An analysis of samples during fermentation indicated that the transition of microbes occurred, and L. buchneri was the dominant species. To determine the factors associated with domination, bacteriocin production and environmental stress tolerance, including NaCl and organic acid (lactate and acetate) tolerance, were evaluated. L. buchneri isolates did not produce bacteriocin. Although the isolates did not exhibit NaCl tolerance, they displayed higher lactate tolerance than other lactic acid bacteria isolated during funazushi fermentation. Based on reports that L. buchneri can convert lactate to acetate, the previous and present results suggested that lactate tolerance and lactate conversion in L. buchneri could explain its domination in funazushi. Our study presented a model for the domination mechanisms of specific microbes in fermented foods by spontaneous fermentation.
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Affiliation(s)
- Koichi Tanabe
- Faculty of AgricultureRyukoku UniversityOtsuJapan
- Microbial Resource Center for Fermentation and BrewingRyukoku UniversityOtsuJapan
| | | | - Ryoga Inoue
- Faculty of AgricultureRyukoku UniversityOtsuJapan
| | - Rio Zamami
- Faculty of AgricultureRyukoku UniversityOtsuJapan
| | | | - Ayano Manabe
- Faculty of AgricultureRyukoku UniversityOtsuJapan
| | - Kaho Oe
- Graduate School of AgricultureRyukoku UniversityOtsuJapan
| | | | - Jun Shima
- Faculty of AgricultureRyukoku UniversityOtsuJapan
- Microbial Resource Center for Fermentation and BrewingRyukoku UniversityOtsuJapan
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5
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Bhattacharjee R, Nandi A, Mitra P, Saha K, Patel P, Jha E, Panda PK, Singh SK, Dutt A, Mishra YK, Verma SK, Suar M. Theragnostic application of nanoparticle and CRISPR against food-borne multi-drug resistant pathogens. Mater Today Bio 2022; 15:100291. [PMID: 35711292 PMCID: PMC9194658 DOI: 10.1016/j.mtbio.2022.100291] [Citation(s) in RCA: 11] [Impact Index Per Article: 5.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/06/2022] [Revised: 05/10/2022] [Accepted: 05/11/2022] [Indexed: 12/25/2022] Open
Abstract
Foodborne infection is one of the leading sources of infections spreading across the world. Foodborne pathogens are recognized as multidrug-resistant (MDR) pathogens posing a significant problem in the food industry and healthy consumers resulting in enhanced economic burden, and nosocomial infections. The continued search for enhanced microbial detection tools has piqued the interest of the CRISPR-Cas system and Nanoparticles. CRISPR-Cas system is present in the bacterial genome of some prokaryotes and is repurposed as a theragnostic tool against MDR pathogens. Nanoparticles and composites have also emerged as an efficient tool in theragnostic applications against MDR pathogens. The diagnostic limitations of the CRISPR-Cas system are believed to be overcome by a synergistic combination of the nanoparticles system and CRISPR-Cas using nanoparticles as vehicles. In this review, we have discussed the diagnostic application of CRISPR-Cas technologies along with their potential usage in applications like phage resistance, phage vaccination, strain typing, genome editing, and antimicrobial. we have also elucidated the antimicrobial and detection role of nanoparticles against foodborne MDR pathogens. Moreover, the novel combinatorial approach of CRISPR-Cas and nanoparticles for their synergistic effects in pathogen clearance and drug delivery vehicles has also been discussed.
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Affiliation(s)
- Rahul Bhattacharjee
- KIIT School of Biotechnology, Kalinga Institute of Industrial Technology (KIIT-DU), Bhubaneswar, Odisha, India
| | - Aditya Nandi
- KIIT School of Biotechnology, Kalinga Institute of Industrial Technology (KIIT-DU), Bhubaneswar, Odisha, India
| | - Priya Mitra
- KIIT School of Biotechnology, Kalinga Institute of Industrial Technology (KIIT-DU), Bhubaneswar, Odisha, India
| | - Koustav Saha
- KIIT School of Biotechnology, Kalinga Institute of Industrial Technology (KIIT-DU), Bhubaneswar, Odisha, India
| | - Paritosh Patel
- KIIT School of Biotechnology, Kalinga Institute of Industrial Technology (KIIT-DU), Bhubaneswar, Odisha, India
| | - Ealisha Jha
- KIIT School of Biotechnology, Kalinga Institute of Industrial Technology (KIIT-DU), Bhubaneswar, Odisha, India
| | - Pritam Kumar Panda
- Condensed Matter Theory Group, Materials Theory Division, Department of Physics and Astronomy, Uppsala University, Box 516, SE-751 20, Uppsala, Sweden
| | - Sushil Kumar Singh
- DBT- NECAB, Department of Agricultural Biotechnology, Assam Agriculture University, Jorhat, 785013, Assam, India
| | - Ateet Dutt
- Instituto de Investigaciones en Materiales, UNAM, CDMX, Mexico
| | - Yogendra Kumar Mishra
- Mads Clausen Institute, NanoSYD, University of Southern Denmark, Alsion 2, DK-6400, Sønderborg, Denmark
| | - Suresh K. Verma
- KIIT School of Biotechnology, Kalinga Institute of Industrial Technology (KIIT-DU), Bhubaneswar, Odisha, India
- Condensed Matter Theory Group, Materials Theory Division, Department of Physics and Astronomy, Uppsala University, Box 516, SE-751 20, Uppsala, Sweden
| | - Mrutyunjay Suar
- KIIT School of Biotechnology, Kalinga Institute of Industrial Technology (KIIT-DU), Bhubaneswar, Odisha, India
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Han X, Zhou X, Pei Z, Stanton C, Ross RP, Zhao J, Zhang H, Yang B, Chen W. Characterization of CRISPR-Cas systems in Bifidobacterium breve. Microb Genom 2022; 8. [PMID: 35451949 PMCID: PMC9453068 DOI: 10.1099/mgen.0.000812] [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: 11/18/2022] Open
Abstract
The clustered regularly interspaced short palindromic repeat (CRISPR)-CRISPR-associated protein (Cas) system is an important adaptive immune system for bacteria to resist foreign DNA infection, which has been widely used in genotyping and gene editing. To provide a theoretical basis for the application of the CRISPR-Cas system in Bifidobacterium breve, the occurrence and diversity of CRISPR-Cas systems were analysed in 150 B. breve strains. Specifically, 47 % (71/150) of B. breve genomes possessed the CRISPR-Cas system, and type I-C CRISPR-Cas system was the most widely distributed among those strains. The spacer sequences present in B. breve can be used as a genotyping marker. Additionally, the phage assembly-related proteins were important targets of the type I-C CRISPR-Cas system in B. breve, and the protospacer adjacent motif sequences were further characterized in B. breve type I-C system as 5'-TTC-3'. All these results might provide a molecular basis for the development of endogenous genome editing tools in B. breve.
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Affiliation(s)
- Xiao Han
- State Key Laboratory of Food Science and Technology, Jiangnan University, Wuxi, PR China.,School of Food Science and Technology, Jiangnan University, Wuxi, PR China
| | - Xingya Zhou
- State Key Laboratory of Food Science and Technology, Jiangnan University, Wuxi, PR China.,School of Food Science and Technology, Jiangnan University, Wuxi, PR China
| | - Zhangming Pei
- State Key Laboratory of Food Science and Technology, Jiangnan University, Wuxi, PR China.,School of Food Science and Technology, Jiangnan University, Wuxi, PR China
| | - Catherine Stanton
- International Joint Research Laboratory for Pharmabiotics & Antibiotic Resistance, Jiangnan University, Wuxi, PR China.,APC Microbiome Ireland, University College Cork, Cork, Ireland.,Teagasc Food Research Centre, Moorepark, Co., Cork, Ireland
| | - R Paul Ross
- International Joint Research Laboratory for Pharmabiotics & Antibiotic Resistance, Jiangnan University, Wuxi, PR China.,APC Microbiome Ireland, University College Cork, Cork, Ireland
| | - Jianxin Zhao
- State Key Laboratory of Food Science and Technology, Jiangnan University, Wuxi, PR China.,School of Food Science and Technology, Jiangnan University, Wuxi, PR China.,National Engineering Research Center for Functional Food, Jiangnan University, Wuxi, PR China
| | - Hao Zhang
- State Key Laboratory of Food Science and Technology, Jiangnan University, Wuxi, PR China.,School of Food Science and Technology, Jiangnan University, Wuxi, PR China.,National Engineering Research Center for Functional Food, Jiangnan University, Wuxi, PR China.,Wuxi Translational Medicine Research Center and Jiangsu Translational Medicine Research Institute Wuxi Branch, Wuxi, PR China
| | - Bo Yang
- State Key Laboratory of Food Science and Technology, Jiangnan University, Wuxi, PR China.,School of Food Science and Technology, Jiangnan University, Wuxi, PR China.,International Joint Research Laboratory for Pharmabiotics & Antibiotic Resistance, Jiangnan University, Wuxi, PR China
| | - Wei Chen
- State Key Laboratory of Food Science and Technology, Jiangnan University, Wuxi, PR China.,School of Food Science and Technology, Jiangnan University, Wuxi, PR China.,National Engineering Research Center for Functional Food, Jiangnan University, Wuxi, PR China
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7
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Genome Features and In Vitro Activity against Influenza A and SARS-CoV-2 Viruses of Six Probiotic Strains. BIOMED RESEARCH INTERNATIONAL 2021; 2021:6662027. [PMID: 34258278 PMCID: PMC8225420 DOI: 10.1155/2021/6662027] [Citation(s) in RCA: 5] [Impact Index Per Article: 1.7] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Received: 10/21/2020] [Revised: 04/07/2021] [Accepted: 05/29/2021] [Indexed: 12/11/2022]
Abstract
Purpose The aim of this work was to analyze the complete genome of probiotic bacteria Lactobacillus plantarum 8 RA 3, Lactobacillus fermentum 90 TC-4, Lactobacillus fermentum 39, Bifidobacterium bifidum 791, Bifidobacterium bifidum 1, and Bifidobacterium longum 379 and to test their activity against influenza A and SARS-CoV-2 viruses. Methods To confirm the taxonomic affiliation of the bacterial strains, MALDI TOF mass spectrometry and biochemical test systems were used. Whole genome sequencing was performed on the Illumina Inc. MiSeq platform. To determine the antiviral activity, A/Lipetsk/1V/2018 (H1N1 pdm09) (EPI_ISL_332798) and A/common gull/Saratov/1676/2018 (H5N6) (EPI_ISL_336925) influenza viruses and SARS-CoV-2 virus strain Australia/VIC01/2020 (GenBank: MT007544.1) were used. Results All studied probiotic bacteria are nonpathogenic for humans and do not contain the determinants of transmission-type antibiotic resistance and integrated plasmids. Resistance to antibiotics of different classes is explained by the presence of molecular efflux pumps of the MatE and MFS families. Cultures of L. fermentum 90 TC 4, L. plantarum 8 RA 3, and B. bifidum 791 showed a pronounced activity against influenza A viruses in MDCK cells. Activity against the SARS-CoV-2 virus was demonstrated only by the L. fermentum 90 TC 4 strain in VERO cells. Conclusions The studied probiotic bacteria are safe, have antiviral activity, and are of great importance for the prevention of diseases caused by respiratory viruses that can also infect the human intestine.
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8
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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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9
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Wang G, Liu Q, Pei Z, Wang L, Tian P, Liu Z, Zhao J, Zhang H, Chen W. The Diversity of the CRISPR-Cas System and Prophages Present in the Genome Reveals the Co-evolution of Bifidobacterium pseudocatenulatum and Phages. Front Microbiol 2020; 11:1088. [PMID: 32528454 PMCID: PMC7264901 DOI: 10.3389/fmicb.2020.01088] [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: 10/27/2019] [Accepted: 04/30/2020] [Indexed: 12/19/2022] Open
Abstract
Diverse CRISPR-Cas systems constitute an indispensable part of the bacterial adaptive immune system against viral infections. However, to escape from this immune system, bacteriophages have also evolved corresponding anti-defense measures. We investigated the diversity of CRISPR-Cas systems and the presence of prophages in the genomes of 66 Bifidobacterium pseudocatenulatum strains. Our findings revealed a high occurrence of complete CRISPR-Cas systems (62%, 41/66) in the B. pseudocatenulatum genomes. Subtypes I-C, I-U and II-A, were found to be widespread in this species. No significant association was found between the number of bacterial CRISPR spacers and its host's age. This study on prophages within B. pseudocatenulatum genomes revealed that prophage genes related to distinct functional modules became degraded at different levels, indicating that these prophages were not likely to enter lytic cycle spontaneously. Further, the evolutionary analysis of prophages in this study revealed that they might be derived from different phage ancestors. Notably, self-targeting phenomenon within B. pseudocatenulatum and Anti-CRISPR (Acr) coding genes in prophages was observed. Overall, our results indicate that the competition between B. pseudocatenulatum and phages is a major driving factor for the genomic diversity of both partners.
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Affiliation(s)
- Gang Wang
- State Key Laboratory of Food Science and Technology, Jiangnan University, Wuxi, China
| | - Qian Liu
- State Key Laboratory of Food Science and Technology, Jiangnan University, Wuxi, China
| | - Zhangming Pei
- State Key Laboratory of Food Science and Technology, Jiangnan University, Wuxi, China
| | - Linlin Wang
- State Key Laboratory of Food Science and Technology, Jiangnan University, Wuxi, China
| | - Peijun Tian
- State Key Laboratory of Food Science and Technology, Jiangnan University, Wuxi, China
| | - Zhenmin Liu
- State Key Laboratory of Dairy Biotechnology, Shanghai Engineering Research Center of Dairy Biotechnology, Dairy Research Institute, Bright Dairy & Food Co., Ltd., Shanghai, China
| | - Jianxin Zhao
- State Key Laboratory of Food Science and Technology, Jiangnan University, Wuxi, China.,School of Food Science and Technology, Jiangnan University, Wuxi, China.,International Joint Research Laboratory for Probiotics, Jiangnan University, Wuxi, China
| | - Hao Zhang
- State Key Laboratory of Food Science and Technology, Jiangnan University, Wuxi, China.,School of Food Science and Technology, Jiangnan University, Wuxi, China.,(Yangzhou) Institute of Food Biotechnology, Jiangnan University, Yangzhou, China.,National Engineering Research Center for Functional Food, Jiangnan University, Wuxi, China.,Wuxi Translational Medicine Research Center and Jiangsu Translational Medicine Research Institute Wuxi Branch, Wuxi, China
| | - Wei Chen
- State Key Laboratory of Food Science and Technology, Jiangnan University, Wuxi, China.,School of Food Science and Technology, Jiangnan University, Wuxi, China.,National Engineering Research Center for Functional Food, Jiangnan University, Wuxi, China.,Beijing Innovation Centre of Food Nutrition and Human Health, Beijing Technology and Business University, Beijing, China
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10
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Nethery MA, Henriksen ED, Daughtry KV, Johanningsmeier SD, Barrangou R. Comparative genomics of eight Lactobacillus buchneri strains isolated from food spoilage. BMC Genomics 2019; 20:902. [PMID: 31775607 PMCID: PMC6881996 DOI: 10.1186/s12864-019-6274-0] [Citation(s) in RCA: 10] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/12/2019] [Accepted: 11/12/2019] [Indexed: 12/22/2022] Open
Abstract
Abstract Background Lactobacillus buchneri is a lactic acid bacterium frequently associated with food bioprocessing and fermentation and has been found to be either beneficial or detrimental to industrial food processes depending on the application. The ability to metabolize lactic acid into acetic acid and 1,2-propandiol makes L. buchneri invaluable to the ensiling process, however, this metabolic activity leads to spoilage in other applications, and is especially damaging to the cucumber fermentation industry. This study aims to augment our genomic understanding of L. buchneri in order to make better use of the species in a wide range of applicable industrial settings. Results Whole-genome sequencing (WGS) was performed on seven phenotypically diverse strains isolated from spoiled, fermented cucumber and the ATCC type strain for L. buchneri, ATCC 4005. Here, we present our findings from the comparison of eight newly-sequenced and assembled genomes against two publicly available closed reference genomes, L. buchneri CD034 and NRRL B-30929. Overall, we see ~ 50% of all coding sequences are conserved across these ten strains. When these coding sequences are clustered by functional description, the strains appear to be enriched in mobile genetic elements, namely transposons. All isolates harbor at least one CRISPR-Cas system, and many contain putative prophage regions, some of which are targeted by the host’s own DNA-encoded spacer sequences. Conclusions Our findings provide new insights into the genomics of L. buchneri through whole genome sequencing and subsequent characterization of genomic features, building a platform for future studies and identifying elements for potential strain manipulation or engineering.
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Affiliation(s)
- Matthew A Nethery
- Genomic Sciences Graduate Program, North Carolina State University, Raleigh, NC, USA.,Department of Food, Bioprocessing & Nutrition Sciences, North Carolina State University, Raleigh, NC, USA
| | | | - Katheryne V Daughtry
- Department of Food, Bioprocessing & Nutrition Sciences, North Carolina State University, Raleigh, NC, USA.,United States Department of Agriculture, Agricultural Research Service, Southeast Area, Food Science Research Unit, North Carolina State University, 322 Schaub Hall, Box 7624, Raleigh, NC, 27695-7624, USA
| | - Suzanne D Johanningsmeier
- United States Department of Agriculture, Agricultural Research Service, Southeast Area, Food Science Research Unit, North Carolina State University, 322 Schaub Hall, Box 7624, Raleigh, NC, 27695-7624, USA
| | - Rodolphe Barrangou
- Genomic Sciences Graduate Program, North Carolina State University, Raleigh, NC, USA. .,Department of Food, Bioprocessing & Nutrition Sciences, North Carolina State University, Raleigh, NC, USA.
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11
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Zeng H, Li C, He W, Zhang J, Chen M, Lei T, Wu H, Ling N, Cai S, Wang J, Ding Y, Wu Q. Cronobacter sakazakii, Cronobacter malonaticus, and Cronobacter dublinensis Genotyping Based on CRISPR Locus Diversity. Front Microbiol 2019; 10:1989. [PMID: 31555228 PMCID: PMC6722223 DOI: 10.3389/fmicb.2019.01989] [Citation(s) in RCA: 9] [Impact Index Per Article: 1.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/27/2019] [Accepted: 08/13/2019] [Indexed: 11/19/2022] Open
Abstract
Cronobacter strains harboring CRISPR-Cas systems are important foodborne pathogens that cause serious neonatal infections. CRISPR typing is a new molecular subtyping method to track the sources of pathogenic bacterial outbreaks and shows a promise in typing Cronobacter, however, this molecular typing procedure using routine PCR method has not been established. Therefore, the purpose of this study was to establish such methodology, 257 isolates of Cronobacter sakazakii, C. malonaticus, and C. dublinensis were used to verify the feasibility of the method. Results showed that 161 C. sakazakii strains could be divided into 129 CRISPR types (CTs), among which CT15 (n = 7) was the most prevalent CT followed by CT6 (n = 4). Further, 65 C. malonaticus strains were divided into 42 CTs and CT23 (n = 8) was the most prevalent followed by CT2, CT3, and CT13 (n = 4). Finally, 31 C. dublinensis strains belonged to 31 CTs. There was also a relationship among CT, sequence type (ST), food types, and serotype. Compared to multi-locus sequence typing (MLST), this new molecular method has greater power to distinguish similar strains and had better accordance with whole genome sequence typing (WGST). More importantly, some lineages were found to harbor conserved ancestral spacers ahead of their divergent specific spacer sequences; this can be exploited to infer the divergent evolution of Cronobacter and provide phylogenetic information reflecting common origins. Compared to WGST, CRISPR typing method is simpler and more affordable, it could be used to identify sources of Cronobacter food-borne outbreaks, from clinical cases to food sources and the production sites.
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Affiliation(s)
- Haiyan Zeng
- State Key Laboratory of Applied Microbiology Southern China, Guangdong Provincial Key Laboratory of Microbiology Culture Collection and Application, Guangdong Open Laboratory of Applied Microbiology, Guangdong Institute of Microbiology, Guangdong Academy of Sciences, Guangzhou, China
| | - Chengsi Li
- State Key Laboratory of Applied Microbiology Southern China, Guangdong Provincial Key Laboratory of Microbiology Culture Collection and Application, Guangdong Open Laboratory of Applied Microbiology, Guangdong Institute of Microbiology, Guangdong Academy of Sciences, Guangzhou, China
| | - Wenjing He
- State Key Laboratory of Applied Microbiology Southern China, Guangdong Provincial Key Laboratory of Microbiology Culture Collection and Application, Guangdong Open Laboratory of Applied Microbiology, Guangdong Institute of Microbiology, Guangdong Academy of Sciences, Guangzhou, China
| | - Jumei Zhang
- State Key Laboratory of Applied Microbiology Southern China, Guangdong Provincial Key Laboratory of Microbiology Culture Collection and Application, Guangdong Open Laboratory of Applied Microbiology, Guangdong Institute of Microbiology, Guangdong Academy of Sciences, Guangzhou, China
| | - Moutong Chen
- State Key Laboratory of Applied Microbiology Southern China, Guangdong Provincial Key Laboratory of Microbiology Culture Collection and Application, Guangdong Open Laboratory of Applied Microbiology, Guangdong Institute of Microbiology, Guangdong Academy of Sciences, Guangzhou, China
| | - Tao Lei
- State Key Laboratory of Applied Microbiology Southern China, Guangdong Provincial Key Laboratory of Microbiology Culture Collection and Application, Guangdong Open Laboratory of Applied Microbiology, Guangdong Institute of Microbiology, Guangdong Academy of Sciences, Guangzhou, China
| | - Haoming Wu
- State Key Laboratory of Applied Microbiology Southern China, Guangdong Provincial Key Laboratory of Microbiology Culture Collection and Application, Guangdong Open Laboratory of Applied Microbiology, Guangdong Institute of Microbiology, Guangdong Academy of Sciences, Guangzhou, China
| | - Na Ling
- State Key Laboratory of Applied Microbiology Southern China, Guangdong Provincial Key Laboratory of Microbiology Culture Collection and Application, Guangdong Open Laboratory of Applied Microbiology, Guangdong Institute of Microbiology, Guangdong Academy of Sciences, Guangzhou, China
| | - Shuzhen Cai
- State Key Laboratory of Applied Microbiology Southern China, Guangdong Provincial Key Laboratory of Microbiology Culture Collection and Application, Guangdong Open Laboratory of Applied Microbiology, Guangdong Institute of Microbiology, Guangdong Academy of Sciences, Guangzhou, China
| | - Juan Wang
- College of Food Science, South China Agricultural University, Guangzhou, China
| | - Yu Ding
- Department of Food Science and Technology, Jinan University, Guangzhou, China
| | - Qingping Wu
- State Key Laboratory of Applied Microbiology Southern China, Guangdong Provincial Key Laboratory of Microbiology Culture Collection and Application, Guangdong Open Laboratory of Applied Microbiology, Guangdong Institute of Microbiology, Guangdong Academy of Sciences, Guangzhou, China
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12
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Scaltriti E, Carminati D, Cortimiglia C, Ramoni R, Sørensen KI, Giraffa G, Zago M. Survey on the CRISPR arrays in Lactobacillus helveticus genomes. Lett Appl Microbiol 2019; 68:394-402. [PMID: 30762876 DOI: 10.1111/lam.13128] [Citation(s) in RCA: 5] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/08/2018] [Revised: 01/10/2019] [Accepted: 02/11/2019] [Indexed: 02/05/2023]
Abstract
Lactobacillus helveticus is a homofermentative thermophilic lactic acid bacteria that is mainly used in the manufacture of Swiss type and long-ripened Italian hard cheeses. In this study, the presence of Clustered Regularly Interspaced Short Palindromic Repeats (CRISPR) were analysed in 25 L. helveticus genomes and identified in 23 of these genomes. A total of 40 CRISPR loci were identified and classified into five main families based on CRISPR repeats: Ldbu1, Lsal1, Lhel1, Lhel2 and a new repeat family named Lhel3. Spacers had a size between 30 and 40 bp whereas repeats have an average size of 30 bp, with three longer repeats. The analysis displayed the presence of conserved spacers in 23 of the 40 CRISPR loci. A geographical distribution of L. helveticus isolates with similar CRISPR spacer array profiles were not observed. Based on the presence of the signature protein Cas3, all CRISPR loci belonged to Type I. This analysis demonstrated a great CRISPR array variability within L. helveticus, which could be a useful tool for genotypic strain differentiation. A next step will be to understand the possible role of CRISPR/Cas system for the resistance of L. helveticus to phage infection. SIGNIFICANCE AND IMPACT OF THE STUDY: Lactobacillus helveticus, a lactic acid bacteria species widely used as starter culture in the dairy industry has recently also gained importance as health-promoting culture in probiotic and nutraceutical food products. The CRISPR/Cas system, a well-known molecular mechanism that provides adaptive immunity against exogenous genetic elements such as bacteriophages and plasmids in bacteria, was recently found in this species. In this study, we investigated the presence and genetic heterogeneity of CRISPR loci in 25 L. helveticus genomes. The results presented here represent an important step on the way to manage phage resistance, plasmid uptake and genome editing in this species.
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Affiliation(s)
- E Scaltriti
- Risk Analysis and Genomic Epidemiology Unit, IZSLER, Parma, Italy
| | - D Carminati
- CREA Research Centre for Animal Production and Aquaculture (CREA-ZA), Lodi, Italy
| | - C Cortimiglia
- Department for Sustainable Food Process (DiSTAS), Università Cattolica del Sacro Cuore, Piacenza, Italy
| | - R Ramoni
- Department of Veterinary Science, University of Parma, Parma, Italy
| | | | - G Giraffa
- CREA Research Centre for Animal Production and Aquaculture (CREA-ZA), Lodi, Italy
| | - M Zago
- CREA Research Centre for Animal Production and Aquaculture (CREA-ZA), Lodi, Italy
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13
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Schuster JA, Vogel RF, Ehrmann MA. Characterization and distribution of CRISPR–Cas systems in Lactobacillus sakei. Arch Microbiol 2019; 201:337-347. [DOI: 10.1007/s00203-019-01619-x] [Citation(s) in RCA: 7] [Impact Index Per Article: 1.4] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/20/2018] [Revised: 01/04/2019] [Accepted: 01/08/2019] [Indexed: 01/01/2023]
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14
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Taylor AJ, Stasiewicz MJ. CRISPR-Based Subtyping Using Whole Genome Sequence Data Does Not Improve Differentiation of Persistent and Sporadic Listeria monocytogenes Strains. J Food Sci 2019; 84:319-326. [PMID: 30620778 DOI: 10.1111/1750-3841.14426] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.4] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/11/2018] [Revised: 11/30/2018] [Accepted: 12/03/2018] [Indexed: 12/12/2022]
Abstract
The foodborne pathogen Listeria monocytogenes can persist in food-associated environments for long periods. To identify persistent strains, the subtyping method pulsed-field gel electrophoresis (PFGE) is being replaced by whole genome sequence (WGS)-based subtyping. It was hypothesized that analyzing specific mobile genetic elements, CRISPR (Clustered Regularly Interspaced Short Palindromic Short Repeat) spacer arrays, extracted from WGS data, could differentiate persistent and sporadic isolates within WGS-based clades. To test this hypothesis, 175 L. monocytogenes isolates, previously recovered from retail delis, were analyzed for CRISPR spacers using CRISPRFinder. These isolates represent 23 phylogenetic clades defined by WGS-based single nucleotide polymorphisms and closely related sporadic isolates. In 174/175 (99.4%) of isolates, at least one array with one spacer was identified. Numbers of spacers in a single array ranged from 1 to 28 spacers. Isolates were grouped into 13 spacer patterns (SPs) based on observed variability in the presence or absence of whole spacers. SP variation was consistent with WGS-based clades forming patterns of (i) one SP to one clade, (ii) one SP across many clades, (iii) many SPs within one clade, and (iv) many SPs across many clades. Unfortunately, SPs did not appear to differentiate persistent from sporadic isolates within any WGS-based clade. Overall, these data show that (i) CRISPR arrays are common in WGS data for these food-associated L. monocytogenes and (ii) CRISPR subtyping cannot improve the identification of persistent or sporadic isolates from retail delis. PRACTICAL APPLICATION: CRISPR spacer arrays are present in L. monocytogenes isolates and CRISPR spacer patterns are consistent with previous subtyping methods. These mobile genetic artifacts cannot improve the differentiation between persistent and sporadic L. monocytogenes isolates, used in this study. While CRISPR-based subtyping has been useful for other pathogens, it is not useful in understanding persistence in L. monocytogenes. Thus, the food safety community might be able to use CRISPRs in other areas, but CRISPRs do not seem likely to improve the differentiation of persistence in L. monocytogenes isolates from retail delis.
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Affiliation(s)
- Alexander J Taylor
- Dept. of Food Science and Human Nutrition, Coll. of Agricultural, Consumer, and Environmental Sciences, Univ. of Illinois at Urbana-Champaign, Urbana, IL, 61801, USA
| | - Matthew J Stasiewicz
- Dept. of Food Science and Human Nutrition, Coll. of Agricultural, Consumer, and Environmental Sciences, Univ. of Illinois at Urbana-Champaign, Urbana, IL, 61801, USA
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15
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Abstract
Pervasive application of CRISPR-Cas systems in genome editing has prompted an increase in both interest and necessity to further elucidate existing systems as well as discover putative novel systems. The ubiquity and power of current computational platforms have made in silico approaches to CRISPR-Cas identification and characterization accessible to a wider audience and increasingly amenable for processing extensive data sets. Here, we describe in silico methods for predicting and visualizing notable features of CRISPR-Cas systems, including Cas domain determination, CRISPR array visualization, and inference of the protospacer-adjacent motif. The efficiency of these tools enables rapid exploration of CRISPR-Cas diversity across prokaryotic genomes and supports scalable analysis of large genomic data sets.
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Affiliation(s)
- Matthew A Nethery
- Genomic Sciences Graduate Program, North Carolina State University, Raleigh, NC, United States; Department of Food, Bioprocessing & Nutrition Sciences, North Carolina State University, Raleigh, NC, United States
| | - Rodolphe Barrangou
- Genomic Sciences Graduate Program, North Carolina State University, Raleigh, NC, United States; Department of Food, Bioprocessing & Nutrition Sciences, North Carolina State University, Raleigh, NC, United States.
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16
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Dion MB, Labrie SJ, Shah SA, Moineau S. CRISPRStudio: A User-Friendly Software for Rapid CRISPR Array Visualization. Viruses 2018; 10:v10110602. [PMID: 30388811 PMCID: PMC6267562 DOI: 10.3390/v10110602] [Citation(s) in RCA: 36] [Impact Index Per Article: 6.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/10/2018] [Revised: 10/29/2018] [Accepted: 10/30/2018] [Indexed: 02/07/2023] Open
Abstract
The CRISPR-Cas system biologically serves as an adaptive defense mechanism against phages. However, there is growing interest in exploiting the hypervariable nature of the CRISPR locus, often of viral origin, for microbial typing and tracking. Moreover, the spacer content of any given strain provides a phage resistance profile. Large-scale CRISPR typing studies require an efficient method for showcasing CRISPR array similarities across multiple isolates. Historically, CRISPR arrays found in microbes have been represented by colored shapes based on nucleotide sequence identity and, while this approach is now routinely used, only scarce computational resources are available to automate the process, making it very time-consuming for large datasets. To alleviate this tedious task, we introduce CRISPRStudio, a command-line tool developed to accelerate CRISPR analysis and standardize the preparation of CRISPR array figures. It first compares nucleotide spacer sequences present in a dataset and then clusters them based on sequence similarity to assign a meaningful representative color. CRISPRStudio offers versatility to suit different biological contexts by including options such as automatic sorting of CRISPR loci and highlighting of shared spacers, while remaining fast and user-friendly.
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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, QC G1V 0A6, Canada.
- Groupe de Recherche en Écologie Buccale, Faculté de Médecine Dentaire, Université Laval, Québec City, QC G1V 0A6, Canada.
| | - Simon J Labrie
- SyntBioLab Inc., 4820 rue de la Pascaline, Lévis, QC G6W 0L9, Canada.
| | - Shiraz A Shah
- COPSAC, Copenhagen Prospective Studies on Asthma in Childhood, Herlev and Gentofte Hospital, University of Copenhagen, Ledreborg Alle 34, 2820 Gentofte, Denmark.
| | - 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.
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17
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Investigation of direct repeats, spacers and proteins associated with clustered regularly interspaced short palindromic repeat (CRISPR) system of Vibrio parahaemolyticus. Mol Genet Genomics 2018; 294:253-262. [PMID: 30357478 DOI: 10.1007/s00438-018-1504-8] [Citation(s) in RCA: 8] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/19/2018] [Accepted: 10/15/2018] [Indexed: 12/11/2022]
Abstract
Vibrio parahaemolyticus, a ubiquitous bacterium of the marine environment is an important food-borne pathogen responsible for gastroenteritis worldwide. In this study, we aimed to investigate the occurrence and diversity of the CRISPR-Cas system in V. parahaemolyticus genomes using a bioinformatics approach. The CRISPR-Cas system functions as an adaptive immune system in prokaryotes that provides immunity against foreign genetic elements. In total, 570 genomes V. parahaemolyticus genomes were analyzed of which 200 confirmed for the presence of CRISPR-Cas system. The CRISPR-Cas loci were further analyzed for their repeats, spacers and associated Cas proteins. Among the 200 V. parahaemolyticus strains analyzed, 16 (8%) strains possessed the CRISPR-Cas system of complete subtype I-F, while the remaining 184 (92%) harbored the minimalistic type, a subtype I-F variant. Orphan CRISPR repeats and Cas genes were found in one strain each. The CRISPR-associated direct repeat had an unit length of 28 bases. The number of repeat units in each array ranged from 3 to 5 or 5-41 depending on whether they belonged to the minimalistic or complete subtype-IF CRISPR-Cas system, respectively. Of the 768 spacers analyzed in this study, 295 were found to be unique to V. parahaemolyticus. Homology analysis of the conserved spacers revealed matches to plasmids, phages and gut viruses and self chromosomes. Among the CRISPR-associated proteins, Cas5 and Cas7 proteins were found to be conserved. However, variations were seen in the Cas6 protein, which could be grouped into four different types based on their protein length as well as amino acid composition. We present here the diversity and main features of the CRISPR-Cas system in V. parahaemolyticus, which could provide valuable insights in elucidating the role and mechanism of CRISPR/Cas elements in this pathogen.
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18
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Stout EA, Sanozky-Dawes R, Goh YJ, Crawley AB, Klaenhammer TR, Barrangou R. Deletion-based escape of CRISPR-Cas9 targeting in Lactobacillus gasseri. Microbiology (Reading) 2018; 164:1098-1111. [DOI: 10.1099/mic.0.000689] [Citation(s) in RCA: 23] [Impact Index Per Article: 3.8] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/13/2022] Open
Affiliation(s)
- Emily A. Stout
- 1Department of Food, Bioprocessing and Nutrition Sciences, North Carolina State University, Raleigh, NC, USA
| | - Rosemary Sanozky-Dawes
- 1Department of Food, Bioprocessing and Nutrition Sciences, North Carolina State University, Raleigh, NC, USA
| | - Yong Jun Goh
- 1Department of Food, Bioprocessing and Nutrition Sciences, North Carolina State University, Raleigh, NC, USA
| | - Alexandra B. Crawley
- 2Functional Genomics Program, North Carolina State University, Raleigh, NC, USA
| | - Todd R. Klaenhammer
- 1Department of Food, Bioprocessing and Nutrition Sciences, North Carolina State University, Raleigh, NC, USA
- 2Functional Genomics Program, North Carolina State University, Raleigh, NC, USA
| | - Rodolphe Barrangou
- 2Functional Genomics Program, North Carolina State University, Raleigh, NC, USA
- 1Department of Food, Bioprocessing and Nutrition Sciences, North Carolina State University, Raleigh, NC, USA
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19
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Nethery MA, Barrangou R. CRISPR Visualizer: rapid identification and visualization of CRISPR loci via an automated high-throughput processing pipeline. RNA Biol 2018; 16:577-584. [PMID: 30130453 DOI: 10.1080/15476286.2018.1493332] [Citation(s) in RCA: 23] [Impact Index Per Article: 3.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/19/2022] Open
Abstract
A CRISPR locus, defined by an array of repeat and spacer elements, constitutes a genetic record of the ceaseless battle between bacteria and viruses, showcasing the genomic integration of spacers acquired from invasive DNA. In particular, iterative spacer acquisitions represent unique evolutionary histories and are often useful for high-resolution bacterial genotyping, including comparative analysis of closely related organisms, clonal lineages, and clinical isolates. Current spacer visualization methods are typically tedious and can require manual data manipulation and curation, including spacer extraction at each CRISPR locus from genomes of interest. Here, we constructed a high-throughput extraction pipeline coupled with a local web-based visualization tool which enables CRISPR spacer and repeat extraction, rapid visualization, graphical comparison, and progressive multiple sequence alignment. We present the bioinformatic pipeline and investigate the loci of reference CRISPR-Cas systems and model organisms in 4 well-characterized subtypes. We illustrate how this analysis uncovers the evolutionary tracks and homology shared between various organisms through visual comparison of CRISPR spacers and repeats, driven through progressive alignments. Due to the ability to process unannotated genome files with minimal preparation and curation, this pipeline can be implemented promptly. Overall, this efficient high-throughput solution supports accelerated analysis of genomic data sets and enables and expedites genotyping efforts based on CRISPR loci.
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Affiliation(s)
- Matthew A Nethery
- a Genomic Sciences Graduate Program , North Carolina State University , Raleigh , NC , USA.,b Department of Food, Bioprocessing & Nutrition Sciences , North Carolina State University , Raleigh , NC , USA
| | - Rodolphe Barrangou
- a Genomic Sciences Graduate Program , North Carolina State University , Raleigh , NC , USA.,b Department of Food, Bioprocessing & Nutrition Sciences , North Carolina State University , Raleigh , NC , USA
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20
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Phenotypic and genotypic diversity of Lactobacillus buchneri strains isolated from spoiled, fermented cucumber. Int J Food Microbiol 2018; 280:46-56. [PMID: 29778800 DOI: 10.1016/j.ijfoodmicro.2018.04.044] [Citation(s) in RCA: 16] [Impact Index Per Article: 2.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/30/2017] [Revised: 03/06/2018] [Accepted: 04/28/2018] [Indexed: 02/02/2023]
Abstract
Lactobacillus buchneri is a Gram-positive, obligate heterofermentative, facultative anaerobe commonly affiliated with spoilage of food products. Notably, L. buchneri is able to metabolize lactic acid into acetic acid and 1,2-propanediol. Although beneficial to the silage industry, this metabolic capability is detrimental to preservation of cucumbers by fermentation. The objective of this study was to characterize isolates of L. buchneri purified from both industrial and experimental fermented cucumber after the onset of secondary fermentation. Genotypic and phenotypic characterization included 16S rRNA sequencing, DiversiLab® rep-PCR, colony morphology, API 50 CH carbohydrate analysis, and ability to degrade lactic acid in modified MRS and fermented cucumber media. Distinct groups of isolates were identified with differing colony morphologies that varied in color (translucent white to opaque yellow), diameter (1 mm-11 mm), and shape (umbonate, flat, circular or irregular). Growth rates in MRS revealed strain differences, and a wide spectrum of carbon source utilization was observed. Some strains were able to ferment as many as 21 of 49 tested carbon sources, including inulin, fucose, gentiobiose, lactose, mannitol, potassium ketogluconate, saccharose, raffinose, galactose, and xylose, while others metabolized as few as eight carbohydrates as the sole source of carbon. All isolates degraded lactic acid in both fermented cucumber medium and modified MRS, but exhibited differences in the rate and extent of lactate degradation. Isolates clustered into eight distinct groups based on rep-PCR fingerprints with 20 of 36 of the isolates exhibiting >97% similarity. Although isolated from similar environmental niches, significant phenotypic and genotypic diversity was found among the L. buchneri cultures. A collection of unique L. buchneri strains was identified and characterized, providing the basis for further analysis of metabolic and genomic capabilities of this species to enable control of lactic acid degradation in fermented plant materials.
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21
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Karimi Z, Ahmadi A, Najafi A, Ranjbar R. Bacterial CRISPR Regions: General Features and their Potential for Epidemiological Molecular Typing Studies. Open Microbiol J 2018; 12:59-70. [PMID: 29755603 PMCID: PMC5925864 DOI: 10.2174/1874285801812010059] [Citation(s) in RCA: 20] [Impact Index Per Article: 3.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/02/2018] [Revised: 04/08/2018] [Accepted: 04/09/2018] [Indexed: 02/08/2023] Open
Abstract
Introduction CRISPR (Clustered Regularly Interspaced Short Palindromic Repeats) loci as novel and applicable regions in prokaryotic genomes have gained great attraction in the post genomics era. Methods These unique regions are diverse in number and sequence composition in different pathogenic bacteria and thereby can be a suitable candidate for molecular epidemiology and genotyping studies. Results:Furthermore, the arrayed structure of CRISPR loci (several unique repeats spaced with the variable sequence) and associated cas genes act as an active prokaryotic immune system against viral replication and conjugative elements. This property can be used as a tool for RNA editing in bioengineering studies. Conclusion The aim of this review was to survey some details about the history, nature, and potential applications of CRISPR arrays in both genetic engineering and bacterial genotyping studies.
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Affiliation(s)
- Zahra Karimi
- Molecular Biology Research Center, Systems Biology and Poisonings Institute, Baqiyatallah University of Medical Sciences, Tehran, Iran
| | - Ali Ahmadi
- Molecular Biology Research Center, Systems Biology and Poisonings Institute, Baqiyatallah University of Medical Sciences, Tehran, Iran
| | - Ali Najafi
- Molecular Biology Research Center, Systems Biology and Poisonings Institute, Baqiyatallah University of Medical Sciences, Tehran, Iran
| | - Reza Ranjbar
- Molecular Biology Research Center, Systems Biology and Poisonings Institute, Baqiyatallah University of Medical Sciences, Tehran, Iran
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22
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Kimura S, Uehara M, Morimoto D, Yamanaka M, Sako Y, Yoshida T. Incomplete Selective Sweeps of Microcystis Population Detected by the Leader-End CRISPR Fragment Analysis in a Natural Pond. Front Microbiol 2018; 9:425. [PMID: 29568293 PMCID: PMC5852275 DOI: 10.3389/fmicb.2018.00425] [Citation(s) in RCA: 7] [Impact Index Per Article: 1.2] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/24/2017] [Accepted: 02/22/2018] [Indexed: 11/13/2022] Open
Abstract
The freshwater cyanobacterium Microcystis aeruginosa frequently forms toxic massive blooms and exists in an arms race with its infectious phages in aquatic natural environments, and as a result, has evolved extremely diverse and elaborate antiviral defense systems, including the clustered regularly interspaced short palindromic repeats (CRISPR)-CRISPR-associated genes (Cas) system. Here, to assess Microcystis population dynamics associated with exogenous mobile genetic elements such as phages and plasmids, we examined the temporal variation in CRISPR genotypes (CTs) by analyzing spacer sequences detected in a natural pond between June and October 2013 when a cyanobacterial bloom occurred. A total of 463,954 high-quality leader-end CRISPR sequences were obtained and the sequences containing spacers were classified into 31 previously reported CTs and 68 new CTs based on the shared order of the leader-end spacers. CT19 was the most dominant genotype (32%) among the 16 most common CTs, followed by CT52 (14%) and CT58 (9%). Spacer repertoires of CT19 showed mainly two different types; CT19origin, which was identical to the CT19 spacer repertoire of previously isolated strains, and CT19new+, which contained a new spacer at the leader-end of the CRISPR region of CT19origin, which were present in almost equal abundance, accounting for up to 99.94% of CT19 sequences. Surprisingly, we observed the spacer repertoires of the second to tenth spacers of CT19origin at the most leader-end of proto-genotype sequences of CT19origin. These were observed during the sampling in this study and our previous study at the same ecosystem in 2010 and 2011, suggesting these CTs persisted from 2011 to 2013 in spite of phage pressure. The leader-end variants were observed in other CT genotypes. These findings indicated an incomplete selective sweep of Microcystis populations. We explained the phenomenon as follow; the abundance of Microcystis varied seasonally and drastically, resulting that Microcystis populations experience a bottleneck once a year, and thereby founder effects following a bottleneck mean that older CTs have an equal chance of increasing in prevalence as the CTs generated following acquisition of newer spacers.
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Affiliation(s)
- Shigeko Kimura
- Graduate School of Agriculture, Kyoto University, Kyoto, Japan.,School of Environmental Science, The University of Shiga Prefecture, Hikone, Japan
| | - Mika Uehara
- Graduate School of Agriculture, Kyoto University, Kyoto, Japan
| | - Daichi Morimoto
- Graduate School of Agriculture, Kyoto University, Kyoto, Japan
| | - Momoko Yamanaka
- Graduate School of Agriculture, Kyoto University, Kyoto, Japan
| | - Yoshihiko Sako
- Graduate School of Agriculture, Kyoto University, Kyoto, Japan
| | - Takashi Yoshida
- Graduate School of Agriculture, Kyoto University, Kyoto, Japan
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23
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Donohoue PD, Barrangou R, May AP. Advances in Industrial Biotechnology Using CRISPR-Cas Systems. Trends Biotechnol 2018; 36:134-146. [PMID: 28778606 DOI: 10.1016/j.tibtech.2017.07.007] [Citation(s) in RCA: 128] [Impact Index Per Article: 21.3] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/18/2017] [Revised: 07/11/2017] [Accepted: 07/12/2017] [Indexed: 12/14/2022]
Abstract
The term 'clustered regularly interspaced short palindromic repeats' (CRISPR) has recently become synonymous with the genome-editing revolution. The RNA-guided endonuclease CRISPR-associated protein 9 (Cas9), in particular, has attracted attention for its promise in basic research and gene editing-based therapeutics. CRISPR-Cas systems are efficient and easily programmable nucleic acid-targeting tools, with uses reaching beyond research and therapeutic development into the precision breeding of plants and animals and the engineering of industrial microbes. CRISPR-Cas systems have potential for many microbial engineering applications, including bacterial strain typing, immunization of cultures, autoimmunity or self-targeted cell killing, and the engineering or control of metabolic pathways for improved biochemical synthesis. In this review, we explore the fundamental characteristics of CRISPR-Cas systems and highlight how these features can be used in industrial settings.
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Affiliation(s)
- Paul D Donohoue
- Caribou Biosciences, Inc., 2929 7th St., Suite 105, Berkeley, CA 94710, USA
| | - Rodolphe Barrangou
- Department of Food, Bioprocessing, and Nutrition Sciences, North Carolina State University, Raleigh, NC 27695, USA
| | - Andrew P May
- Caribou Biosciences, Inc., 2929 7th St., Suite 105, Berkeley, CA 94710, USA; Current address: Chan Zuckerberg Biohub, 499 Illinois St, San Francisco, CA 94158, USA.
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24
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Hidalgo-Cantabrana C, Crawley AB, Sanchez B, Barrangou R. Characterization and Exploitation of CRISPR Loci in Bifidobacterium longum. Front Microbiol 2017; 8:1851. [PMID: 29033911 PMCID: PMC5626976 DOI: 10.3389/fmicb.2017.01851] [Citation(s) in RCA: 43] [Impact Index Per Article: 6.1] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/31/2017] [Accepted: 09/11/2017] [Indexed: 12/18/2022] Open
Abstract
Diverse CRISPR-Cas systems provide adaptive immunity in many bacteria and most archaea, via a DNA-encoded, RNA-mediated, nucleic-acid targeting mechanism. Over time, CRISPR loci expand via iterative uptake of invasive DNA sequences into the CRISPR array during the adaptation process. These genetic vaccination cards thus provide insights into the exposure of strains to phages and plasmids in space and time, revealing the historical predatory exposure of a strain. These genetic loci thus constitute a unique basis for genotyping of strains, with potential of resolution at the strain-level. Here, we investigate the occurrence and diversity of CRISPR-Cas systems in the genomes of various Bifidobacterium longum strains across three sub-species. Specifically, we analyzed the genomic content of 66 genomes belonging to B. longum subsp. longum, B. longum subsp. infantis and B. longum subsp. suis, and identified 25 strains that carry 29 total CRISPR-Cas systems. We identify various Type I and Type II CRISPR-Cas systems that are widespread in this species, notably I-C, I-E, and II-C. Noteworthy, Type I-C systems showed extended CRISPR arrays, with extensive spacer diversity. We show how these hypervariable loci can be used to gain insights into strain origin, evolution and phylogeny, and can provide discriminatory sequences to distinguish even clonal isolates. By investigating CRISPR spacer sequences, we reveal their origin and implicate phages and prophages as drivers of CRISPR immunity expansion in this species, with redundant targeting of select prophages. Analysis of CRISPR spacer origin also revealed novel PAM sequences. Our results suggest that CRISPR-Cas immune systems are instrumental in mounting diversified viral resistance in B. longum, and show that these sequences are useful for typing across three subspecies.
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Affiliation(s)
- Claudio Hidalgo-Cantabrana
- Department of Food, Bioprocessing and Nutrition Sciences, North Carolina State University, Raleigh, NC, United States
- Department of Microbiology and Biochemistry of Dairy Products, Dairy Research Institute of Asturias, IPLA-CSIC, Villaviciosa, Spain
| | - Alexandra B. Crawley
- Department of Food, Bioprocessing and Nutrition Sciences, North Carolina State University, Raleigh, NC, United States
| | - Borja Sanchez
- Department of Microbiology and Biochemistry of Dairy Products, Dairy Research Institute of Asturias, IPLA-CSIC, Villaviciosa, Spain
| | - Rodolphe Barrangou
- Department of Food, Bioprocessing and Nutrition Sciences, North Carolina State University, Raleigh, NC, United States
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25
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Heinl S, Grabherr R. Systems biology of robustness and flexibility: Lactobacillus buchneri —A show case. J Biotechnol 2017; 257:61-69. [DOI: 10.1016/j.jbiotec.2017.01.007] [Citation(s) in RCA: 25] [Impact Index Per Article: 3.6] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/17/2016] [Revised: 01/19/2017] [Accepted: 01/24/2017] [Indexed: 12/25/2022]
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26
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Lin J, Zhou Y, Liu J, Chen J, Chen W, Zhao S, Wu Z, Wu N. Progress and Application of CRISPR/Cas Technology in Biological and Biomedical Investigation. J Cell Biochem 2017; 118:3061-3071. [DOI: 10.1002/jcb.26198] [Citation(s) in RCA: 9] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/04/2017] [Accepted: 06/06/2017] [Indexed: 12/16/2022]
Affiliation(s)
- Jiachen Lin
- Department of Orthopedic Surgery, Peking Union Medical College HospitalPeking Union Medical College and Chinese Academy of Medical SciencesBeijingChina
- Beijing Key Laboratory for Genetic Research of Skeletal DeformityBeijingChina
- Medical Research Center of OrthopedicsChinese Academy of Medical SciencesBeijingChina
| | - Yangzhong Zhou
- Beijing Key Laboratory for Genetic Research of Skeletal DeformityBeijingChina
- Medical Research Center of OrthopedicsChinese Academy of Medical SciencesBeijingChina
- Department of Internal Medicine, Peking Union Medical College HospitalPeking Union Medical College and Chinese Academy of Medical SciencesBeijingChina
| | - Jiaqi Liu
- Department of Orthopedic Surgery, Peking Union Medical College HospitalPeking Union Medical College and Chinese Academy of Medical SciencesBeijingChina
- Beijing Key Laboratory for Genetic Research of Skeletal DeformityBeijingChina
- Department of Breast Surgical Oncology, National Cancer Center/Cancer HospitalChinese Academy of Medical Sciences and Peking Union Medical CollegeBeijingChina
| | - Jia Chen
- Department of Orthopedic Surgery, Peking Union Medical College HospitalPeking Union Medical College and Chinese Academy of Medical SciencesBeijingChina
- Beijing Key Laboratory for Genetic Research of Skeletal DeformityBeijingChina
- Medical Research Center of OrthopedicsChinese Academy of Medical SciencesBeijingChina
| | - Weisheng Chen
- Department of Orthopedic Surgery, Peking Union Medical College HospitalPeking Union Medical College and Chinese Academy of Medical SciencesBeijingChina
- Beijing Key Laboratory for Genetic Research of Skeletal DeformityBeijingChina
- Medical Research Center of OrthopedicsChinese Academy of Medical SciencesBeijingChina
| | - Sen Zhao
- Department of Orthopedic Surgery, Peking Union Medical College HospitalPeking Union Medical College and Chinese Academy of Medical SciencesBeijingChina
- Beijing Key Laboratory for Genetic Research of Skeletal DeformityBeijingChina
- Medical Research Center of OrthopedicsChinese Academy of Medical SciencesBeijingChina
| | - Zhihong Wu
- Beijing Key Laboratory for Genetic Research of Skeletal DeformityBeijingChina
- Medical Research Center of OrthopedicsChinese Academy of Medical SciencesBeijingChina
- Department of Central Laboratory, Peking Union Medical College HospitalPeking Union Medical College and Chinese Academy of Medical SciencesBeijingChina
| | - Nan Wu
- Department of Orthopedic Surgery, Peking Union Medical College HospitalPeking Union Medical College and Chinese Academy of Medical SciencesBeijingChina
- Beijing Key Laboratory for Genetic Research of Skeletal DeformityBeijingChina
- Medical Research Center of OrthopedicsChinese Academy of Medical SciencesBeijingChina
- Department of Molecular and Human GeneticsBaylor College of MedicineHoustonTexas
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Hidalgo-Cantabrana C, O’Flaherty S, Barrangou R. CRISPR-based engineering of next-generation lactic acid bacteria. Curr Opin Microbiol 2017. [DOI: 10.1016/j.mib.2017.05.015] [Citation(s) in RCA: 31] [Impact Index Per Article: 4.4] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 02/07/2023]
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Stout E, Klaenhammer T, Barrangou R. CRISPR-Cas Technologies and Applications in Food Bacteria. Annu Rev Food Sci Technol 2017; 8:413-437. [DOI: 10.1146/annurev-food-072816-024723] [Citation(s) in RCA: 30] [Impact Index Per Article: 4.3] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/09/2022]
Abstract
Clustered regularly interspaced short palindromic repeats (CRISPRs) and CRISPR-associated (Cas) proteins form adaptive immune systems that occur in many bacteria and most archaea. In addition to protecting bacteria from phages and other invasive mobile genetic elements, CRISPR-Cas molecular machines can be repurposed as tool kits for applications relevant to the food industry. A primary concern of the food industry has long been the proper management of food-related bacteria, with a focus on both enhancing the outcomes of beneficial microorganisms such as starter cultures and probiotics and limiting the presence of detrimental organisms such as pathogens and spoilage microorganisms. This review introduces CRISPR-Cas as a novel set of technologies to manage food bacteria and offers insights into CRISPR-Cas biology. It primarily focuses on the applications of CRISPR-Cas systems and tools in starter cultures and probiotics, encompassing strain-typing, phage resistance, plasmid vaccination, genome editing, and antimicrobial activity.
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Affiliation(s)
- Emily Stout
- Department of Food, Bioprocessing, and Nutrition Sciences, North Carolina State University, Raleigh, North Carolina 27695
| | - Todd Klaenhammer
- Department of Food, Bioprocessing, and Nutrition Sciences, North Carolina State University, Raleigh, North Carolina 27695
| | - Rodolphe Barrangou
- Department of Food, Bioprocessing, and Nutrition Sciences, North Carolina State University, Raleigh, North Carolina 27695
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Delannoy S, Beutin L, Fach P. Improved traceability of Shiga-toxin-producing Escherichia coli using CRISPRs for detection and typing. ENVIRONMENTAL SCIENCE AND POLLUTION RESEARCH INTERNATIONAL 2016; 23:8163-8174. [PMID: 26449676 DOI: 10.1007/s11356-015-5446-y] [Citation(s) in RCA: 6] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 06/30/2015] [Accepted: 09/16/2015] [Indexed: 06/05/2023]
Abstract
Among strains of Shiga-toxin-producing Escherichia coli (STEC), seven serogroups (O26, O45, O103, O111, O121, O145, and O157) are frequently associated with severe clinical illness in humans. The development of methods for their reliable detection from complex samples such as food has been challenging thus far, and is currently based on the PCR detection of the major virulence genes stx1, stx2, and eae, and O-serogroup-specific genes. However, this approach lacks resolution. Moreover, new STEC serotypes are continuously emerging worldwide. For example, in May 2011, strains belonging to the hitherto rarely detected STEC serotype O104:H4 were identified as causative agents of one of the world's largest outbreak of disease with a high incidence of hemorrhagic colitis and hemolytic uremic syndrome in the infected patients. Discriminant typing of pathogens is crucial for epidemiological surveillance and investigations of outbreaks, and especially for tracking and tracing in case of accidental and deliberate contamination of food and water samples. Clustered regularly interspaced short palindromic repeats (CRISPRs) are composed of short, highly conserved DNA repeats separated by unique sequences of similar length. This distinctive sequence signature of CRISPRs can be used for strain typing in several bacterial species including STEC. This review discusses how CRISPRs have recently been used for STEC identification and typing.
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Affiliation(s)
- Sabine Delannoy
- ANSES, Food Safety Laboratory, Platform IdentyPath, Université Paris-Est, Maisons-Alfort, France.
| | - Lothar Beutin
- Federal Institute for Risk Assessment (BfR), Berlin, Germany
| | - Patrick Fach
- ANSES, Food Safety Laboratory, Platform IdentyPath, Université Paris-Est, Maisons-Alfort, France
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30
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The yajC gene from Lactobacillus buchneri and Escherichia coli and its role in ethanol tolerance. J Ind Microbiol Biotechnol 2016; 43:441-50. [PMID: 26790414 DOI: 10.1007/s10295-015-1730-6] [Citation(s) in RCA: 12] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/03/2015] [Accepted: 12/24/2015] [Indexed: 12/15/2022]
Abstract
The yajC gene (Lbuc_0921) from Lactobacillus buchneri NRRL B-30929 was identified from previous proteomics analyses in response to ethanol treatment. The YajC protein expression was increased by 15-fold in response to 10 % ethanol vs 0 % ethanol. The yajC gene encodes the smaller subunit of the preprotein translocase complex, which interacts with membrane protein SecD and SecF to coordinate protein transport and secretion across cytoplasmic membrane in Escherichia coli. The YajC protein was linked to sensitivity to growth temperatures in E. coli, involved in translocation of virulence factors during Listeria infection, and stimulating a T cell-mediated response of Brucella abortus. In this study, the L. buchneri yajC gene was over-expressed in E. coli. The strain carrying pET28byajC that produces YajC after isopropyl β-D-1-thiogalactopyranoside induction showed tolerance to 4 % ethanol in growth media, compared to the control carrying pET28b. This is the first report linking YajC to ethanol stress and tolerance.
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31
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Abstract
Bacteria occur ubiquitously in nature and are broadly relevant throughout the food supply chain, with diverse and variable tolerance levels depending on their origin, biological role, and impact on the quality and safety of the product as well as on the health of the consumer. With increasing knowledge of and accessibility to the microbial composition of our environments, food supply, and host-associated microbiota, our understanding of and appreciation for the ratio of beneficial to undesirable bacteria are rapidly evolving. Therefore, there is a need for tools and technologies that allow definite, accurate, and high-resolution identification and typing of various groups of bacteria that include beneficial microbes such as starter cultures and probiotics, innocuous commensals, and undesirable pathogens and spoilage organisms. During the transition from the current molecular biology-based PFGE (pulsed-field gel electrophoresis) gold standard to the increasingly accessible omics-level whole-genome sequencing (WGS) N-gen standard, high-resolution technologies such as CRISPR-based genotyping constitute practical and powerful alternatives that provide valuable insights into genome microevolution and evolutionary trajectories. Indeed, several studies have shown potential for CRISPR-based typing of industrial starter cultures, health-promoting probiotic strains, animal commensal species, and problematic pathogens. Emerging CRISPR-based typing methods open new avenues for high-resolution typing of a broad range of bacteria and constitute a practical means for rapid tracking of a diversity of food-associated microbes.
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Affiliation(s)
- Rodolphe Barrangou
- Department of Food, Bioprocessing and Nutrition Sciences, North Carolina State University, Raleigh, North Carolina 27695; .,Department of Food Science, The Pennsylvania State University, University Park, Pennsylvania 16802;
| | - Edward G Dudley
- Department of Food Science, The Pennsylvania State University, University Park, Pennsylvania 16802;
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Abstract
Bacterial adaptive immunity hinges on CRISPR-Cas systems that provide DNA-encoded, RNA-mediated targeting of exogenous nucleic acids. A plethora of CRISPR molecular machines occur broadly in prokaryotic genomes, with a diversity of Cas nucleases that can be repurposed for various applications.
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Affiliation(s)
- Rodolphe Barrangou
- Department of Food, Bioprocessing and Nutrition Sciences, North Carolina State University, Raleigh, NC, 27695, USA.
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33
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de Cárdenas I, Fernández-Garayzábal JF, de la Cruz ML, Domínguez L, Ugarte-Ruiz M, Gómez-Barrero S. Efficacy of a typing scheme for Campylobacter based on the combination of true and questionable CRISPR. J Microbiol Methods 2015; 119:147-53. [PMID: 26518609 DOI: 10.1016/j.mimet.2015.10.020] [Citation(s) in RCA: 6] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/28/2015] [Revised: 10/26/2015] [Accepted: 10/26/2015] [Indexed: 01/19/2023]
Abstract
This study evaluates an improved scheme for Campylobacter genotyping based on the combination of true and questionable CRISPR (clustered regularly interspaced short palindromic repeats) elements. A total of 180 Campylobacter strains (Campylobacter jejuni n=93 and Campylobacter coli n=87), isolated from neck skin and caecal content of broilers, poultry meat and sewage water were analysed. Another 97 C. jejuni DNA samples from cases of human campylobacteriosis were assessed. Sixty-three genotypes were found in C. jejuni considering only true CRISPR, and 16 additional genotypes were identified when questionable CRISPR were also taken into account. Likewise in C. coli the number of genotypes increased from eight for only true CRISPR to 14 after including questionable CRISPR elements. The number of typeable C. jejuni and C. coli isolates was 115 (60.5%) and 17 (19.5%) respectively considering only true CRISPR. These percentages increased to 92.7% (n=176) and 39.1% (n=34) respectively when both true and questionable CRISPR were considered. 60.9% of the C. coli isolates were non-typeable by CRISPR due to the lack of any PCR amplifiable CRISPR loci, which raises questions about CRISPR analysis as an appropriate method for C. coli typing. However the assessment of true and questionable CRISPR has proved to be fairly useful for typing C. jejuni due to its high discriminatory power (Simpson's index=0.960) and typeability (92.7%) values. The results of the present work show that our genotyping method based on the combination of true and questionable CRISPR elements may be used as a suitable complementary tool to existing C. jejuni genotyping methods.
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Affiliation(s)
- Inés de Cárdenas
- VISAVET Health Surveillance Centre, Complutense University, Madrid, Spain
| | - José F Fernández-Garayzábal
- VISAVET Health Surveillance Centre, Complutense University, Madrid, Spain; Department of Animal Health, Faculty of Veterinary Science, Complutense University, 28040 Madrid, Spain
| | | | - Lucas Domínguez
- VISAVET Health Surveillance Centre, Complutense University, Madrid, Spain
| | - María Ugarte-Ruiz
- VISAVET Health Surveillance Centre, Complutense University, Madrid, Spain
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34
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Selle K, Barrangou R. CRISPR-Based Technologies and the Future of Food Science. J Food Sci 2015; 80:R2367-72. [PMID: 26444151 DOI: 10.1111/1750-3841.13094] [Citation(s) in RCA: 36] [Impact Index Per Article: 4.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/31/2015] [Accepted: 09/03/2015] [Indexed: 12/26/2022]
Abstract
The on-going CRISPR craze is focused on the use of Cas9-based technologies for genome editing applications in eukaryotes, with high potential for translational medicine and next-generation gene therapy. Nevertheless, CRISPR-Cas systems actually provide adaptive immunity in bacteria, and have much promise for various applications in food bacteria that include high-resolution typing of pathogens, vaccination of starter cultures against phages, and the genesis of programmable and specific antibiotics that can selectively modulate bacterial population composition. Indeed, the molecular machinery from these DNA-encoded, RNA-mediated, DNA-targeting systems can be harnessed in native hosts, or repurposed in engineered systems for a plethora of applications that can be implemented in all organisms relevant to the food chain, including agricultural crops trait-enhancement, livestock breeding, and fermentation-based manufacturing, and for the genesis of next-generation food products with enhanced quality and health-promoting functionalities. CRISPR-based applications are now poised to revolutionize many fields within food science, from farm to fork. In this review, we describe CRISPR-Cas systems and highlight their potential for the development of enhanced foods.
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Affiliation(s)
- Kurt Selle
- Dept. of Food, Bioprocessing and Nutrition Sciences, Functional Genomics Graduate Program, North Carolina State Univ, Raleigh, NC, 27695, U.S.A
| | - Rodolphe Barrangou
- Dept. of Food, Bioprocessing and Nutrition Sciences, Functional Genomics Graduate Program, North Carolina State Univ, Raleigh, NC, 27695, U.S.A
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35
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Hullahalli K, Rodrigues M, Schmidt BD, Li X, Bhardwaj P, Palmer KL. Comparative Analysis of the Orphan CRISPR2 Locus in 242 Enterococcus faecalis Strains. PLoS One 2015; 10:e0138890. [PMID: 26398194 PMCID: PMC4580645 DOI: 10.1371/journal.pone.0138890] [Citation(s) in RCA: 24] [Impact Index Per Article: 2.7] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/23/2015] [Accepted: 09/04/2015] [Indexed: 12/18/2022] Open
Abstract
Clustered, Regularly Interspaced Short Palindromic Repeats and their associated Cas proteins (CRISPR-Cas) provide prokaryotes with a mechanism for defense against mobile genetic elements (MGEs). A CRISPR locus is a molecular memory of MGE encounters. It contains an array of short sequences, called spacers, that generally have sequence identity to MGEs. Three different CRISPR loci have been identified among strains of the opportunistic pathogen Enterococcus faecalis. CRISPR1 and CRISPR3 are associated with the cas genes necessary for blocking MGEs, but these loci are present in only a subset of E. faecalis strains. The orphan CRISPR2 lacks cas genes and is ubiquitous in E. faecalis, although its spacer content varies from strain to strain. Because CRISPR2 is a variable locus occurring in all E. faecalis, comparative analysis of CRISPR2 sequences may provide information about the clonality of E. faecalis strains. We examined CRISPR2 sequences from 228 E. faecalis genomes in relationship to subspecies phylogenetic lineages (sequence types; STs) determined by multilocus sequence typing (MLST), and to a genome phylogeny generated for a representative 71 genomes. We found that specific CRISPR2 sequences are associated with specific STs and with specific branches on the genome tree. To explore possible applications of CRISPR2 analysis, we evaluated 14 E. faecalis bloodstream isolates using CRISPR2 analysis and MLST. CRISPR2 analysis identified two groups of clonal strains among the 14 isolates, an assessment that was confirmed by MLST. CRISPR2 analysis was also used to accurately predict the ST of a subset of isolates. We conclude that CRISPR2 analysis, while not a replacement for MLST, is an inexpensive method to assess clonality among E. faecalis isolates, and can be used in conjunction with MLST to identify recombination events occurring between STs.
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Affiliation(s)
- Karthik Hullahalli
- Department of Biological Sciences, The University of Texas at Dallas, Richardson, Texas, United States of America
| | - Marinelle Rodrigues
- Department of Biological Sciences, The University of Texas at Dallas, Richardson, Texas, United States of America
| | - Brendan D. Schmidt
- Department of Biological Sciences, The University of Texas at Dallas, Richardson, Texas, United States of America
| | - Xiang Li
- Department of Biological Sciences, The University of Texas at Dallas, Richardson, Texas, United States of America
| | - Pooja Bhardwaj
- Department of Biological Sciences, The University of Texas at Dallas, Richardson, Texas, United States of America
| | - Kelli L. Palmer
- Department of Biological Sciences, The University of Texas at Dallas, Richardson, Texas, United States of America
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36
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Pearson BM, Louwen R, van Baarlen P, van Vliet AHM. Differential Distribution of Type II CRISPR-Cas Systems in Agricultural and Nonagricultural Campylobacter coli and Campylobacter jejuni Isolates Correlates with Lack of Shared Environments. Genome Biol Evol 2015; 7:2663-79. [PMID: 26338188 PMCID: PMC4607530 DOI: 10.1093/gbe/evv174] [Citation(s) in RCA: 26] [Impact Index Per Article: 2.9] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/26/2022] Open
Abstract
CRISPR (clustered regularly interspaced palindromic repeats)-Cas (CRISPR-associated) systems are sequence-specific adaptive defenses against phages and plasmids which are widespread in prokaryotes. Here we have studied whether phylogenetic relatedness or sharing of environmental niches affects the distribution and dissemination of Type II CRISPR-Cas systems, first in 132 bacterial genomes from 15 phylogenetic classes, ranging from Proteobacteria to Actinobacteria. There was clustering of distinct Type II CRISPR-Cas systems in phylogenetically distinct genera with varying G+C%, which share environmental niches. The distribution of CRISPR-Cas within a genus was studied using a large collection of genome sequences of the closely related Campylobacter species Campylobacter jejuni (N = 3,746) and Campylobacter coli (N = 486). The Cas gene cas9 and CRISPR-repeat are almost universally present in C. jejuni genomes (98.0% positive) but relatively rare in C. coli genomes (9.6% positive). Campylobacter jejuni and agricultural C. coli isolates share the C. jejuni CRISPR-Cas system, which is closely related to, but distinct from the C. coli CRISPR-Cas system found in C. coli isolates from nonagricultural sources. Analysis of the genomic position of CRISPR-Cas insertion suggests that the C. jejuni-type CRISPR-Cas has been transferred to agricultural C. coli. Conversely, the absence of the C. coli-type CRISPR-Cas in agricultural C. coli isolates may be due to these isolates not sharing the same environmental niche, and may be affected by farm hygiene and biosecurity practices in the agricultural sector. Finally, many CRISPR spacer alleles were linked with specific multilocus sequence types, suggesting that these can assist molecular epidemiology applications for C. jejuni and C. coli.
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Affiliation(s)
- Bruce M Pearson
- Institute of Food Research, Gut Health and Food Safety Programme, Norwich Research Park, Norwich, United Kingdom
| | - Rogier Louwen
- Department of Medical Microbiology and Infectious Diseases, Erasmus MC-University Medical Center Rotterdam, Rotterdam, The Netherlands
| | - Peter van Baarlen
- Host-Microbe Interactomics Group, Department of Animal Sciences, Wageningen University, Wageningen, The Netherlands
| | - Arnoud H M van Vliet
- Institute of Food Research, Gut Health and Food Safety Programme, Norwich Research Park, Norwich, United Kingdom
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37
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Chaplin AV, Efimov BA, Smeianov VV, Kafarskaia LI, Pikina AP, Shkoporov AN. Intraspecies Genomic Diversity and Long-Term Persistence of Bifidobacterium longum. PLoS One 2015; 10:e0135658. [PMID: 26275230 PMCID: PMC4537262 DOI: 10.1371/journal.pone.0135658] [Citation(s) in RCA: 31] [Impact Index Per Article: 3.4] [Reference Citation Analysis] [Abstract] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/19/2015] [Accepted: 07/23/2015] [Indexed: 12/28/2022] Open
Abstract
Members of genus Bifidobacterium are Gram-positive bacteria, representing a large part of the human infant microbiota and moderately common in adults. However, our knowledge about their diversity, intraspecific phylogeny and long-term persistence in humans is still limited. Bifidobacterium longum is generally considered to be the most common and prevalent species in the intestinal microbiota. In this work we studied whole genome sequences of 28 strains of B. longum, including 8 sequences described in this paper. Part of these strains were isolated from healthy children during a long observation period (up to 10 years between isolation from the same patient). The three known subspecies (longum, infantis and suis) could be clearly divided using sequence-based phylogenetic methods, gene content and the average nucleotide identity. The profiles of glycoside hydrolase genes reflected the different ecological specializations of these three subspecies. The high impact of horizontal gene transfer on genomic diversity was observed, which is possibly due to a large number of prophages and rapidly spreading plasmids. The pan-genome characteristics of the subspecies longum corresponded to the open pan-genome model. While the major part of the strain-specific genetic loci represented transposons and phage-derived regions, a large number of cell envelope synthesis genes were also observed within this category, representing high variability of cell surface molecules. We observed the cases of isolation of high genetically similar strains of B. longum from the same patients after long periods of time, however, we didn’t succeed in the isolation of genetically identical bacteria: a fact, reflecting the high plasticity of microbiota in children.
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Affiliation(s)
- Andrei V Chaplin
- Microbiology and Virology Department, Pirogov Russian National Research Medical University, Moscow, Russia
| | - Boris A Efimov
- Microbiology and Virology Department, Pirogov Russian National Research Medical University, Moscow, Russia
| | - Vladimir V Smeianov
- Department of Natural Sciences, Medical Institute, North Caucasus State Academy for Humanities and Technologies, Cherkessk, Russia
| | - Lyudmila I Kafarskaia
- Microbiology and Virology Department, Pirogov Russian National Research Medical University, Moscow, Russia
| | - Alla P Pikina
- Microbiology and Virology Department, Pirogov Russian National Research Medical University, Moscow, Russia
| | - Andrei N Shkoporov
- Microbiology and Virology Department, Pirogov Russian National Research Medical University, Moscow, Russia
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38
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Sanozky-Dawes R, Selle K, O'Flaherty S, Klaenhammer T, Barrangou R. Occurrence and activity of a type II CRISPR-Cas system in Lactobacillus gasseri. MICROBIOLOGY-SGM 2015; 161:1752-1761. [PMID: 26297561 DOI: 10.1099/mic.0.000129] [Citation(s) in RCA: 34] [Impact Index Per Article: 3.8] [Reference Citation Analysis] [Abstract] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 12/26/2022]
Abstract
Bacteria encode clustered regularly interspaced short palindromic repeats (CRISPRs) and CRISPR-associated genes (cas), which collectively form an RNA-guided adaptive immune system against invasive genetic elements. In silico surveys have revealed that lactic acid bacteria harbour a prolific and diverse set of CRISPR-Cas systems. Thus, the natural evolutionary role of CRISPR-Cas systems may be investigated in these ecologically, industrially, scientifically and medically important microbes. In this study, 17 Lactobacillus gasseri strains were investigated and 6 harboured a type II-A CRISPR-Cas system, with considerable diversity in array size and spacer content. Several of the spacers showed similarity to phage and plasmid sequences, which are typical targets of CRISPR-Cas immune systems. Aligning the protospacers facilitated inference of the protospacer adjacent motif sequence, determined to be 5'-NTAA-3' flanking the 3' end of the protospacer. The system in L. gasseri JV-V03 and NCK 1342 interfered with transforming plasmids containing sequences matching the most recently acquired CRISPR spacers in each strain. We report the distribution and function of a native type II-A CRISPR-Cas system in the commensal species L. gasseri. Collectively, these results open avenues for applications for bacteriophage protection and genome modification in L. gasseri, and contribute to the fundamental understanding of CRISPR-Cas systems in bacteria.
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Affiliation(s)
- Rosemary Sanozky-Dawes
- Department of Food, Bioprocessing and Nutrition Sciences, North Carolina State University, Raleigh, NC, USA
| | - Kurt Selle
- Department of Food, Bioprocessing and Nutrition Sciences, North Carolina State University, Raleigh, NC, USA.,Functional Genomics Program, North Carolina State University, Raleigh, NC, USA
| | - Sarah O'Flaherty
- Department of Food, Bioprocessing and Nutrition Sciences, North Carolina State University, Raleigh, NC, USA
| | - Todd Klaenhammer
- Department of Food, Bioprocessing and Nutrition Sciences, North Carolina State University, Raleigh, NC, USA.,Functional Genomics Program, North Carolina State University, Raleigh, NC, USA
| | - Rodolphe Barrangou
- Functional Genomics Program, North Carolina State University, Raleigh, NC, USA.,Department of Food, Bioprocessing and Nutrition Sciences, North Carolina State University, Raleigh, NC, USA
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39
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Mahony J, van Sinderen D. Novel strategies to prevent or exploit phages in fermentations, insights from phage-host interactions. Curr Opin Biotechnol 2014; 32:8-13. [PMID: 25300036 DOI: 10.1016/j.copbio.2014.09.006] [Citation(s) in RCA: 30] [Impact Index Per Article: 3.0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/06/2014] [Revised: 09/19/2014] [Accepted: 09/23/2014] [Indexed: 12/26/2022]
Abstract
Phages infecting lactic acid bacteria (LAB) provide some of the most advanced model systems for (tailed) phage-host interactions. In particular the identification of receptor molecules of representative lactococcal phages combined with the elucidation of the structure of the receptor-binding protein has permitted crucial insights into the early stages of infection. Dairy and biotechnological fermentations are persistently marred by the destructive activities of phages. Here, we discuss how recent advances in our knowledge on LAB phage-host interactions have provided a basis for the next generation anti-phage strategies. Furthermore, the significant increase in genomic data has furthered our understanding of the genetics of these phages, thereby permitting the exploitation of phage-derived components for food safety and biotechnological applications.
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Affiliation(s)
- Jennifer Mahony
- School of Microbiology, University College Cork, Cork, Ireland
| | - Douwe van Sinderen
- School of Microbiology, University College Cork, Cork, Ireland; Alimentary Pharmabiotic Centre, University College Cork, Cork, Ireland.
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40
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Anders C, Niewoehner O, Duerst A, Jinek M. Structural basis of PAM-dependent target DNA recognition by the Cas9 endonuclease. Nature 2014; 513:569-73. [PMID: 25079318 PMCID: PMC4176945 DOI: 10.1038/nature13579] [Citation(s) in RCA: 886] [Impact Index Per Article: 88.6] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/11/2014] [Accepted: 06/13/2014] [Indexed: 12/11/2022]
Abstract
The CRISPR-associated protein Cas9 is an RNA-guided endonuclease that cleaves double-stranded DNA bearing sequences complementary to a 20-nucleotide segment in the guide RNA. Cas9 has emerged as a versatile molecular tool for genome editing and gene expression control. RNA-guided DNA recognition and cleavage strictly require the presence of a protospacer adjacent motif (PAM) in the target DNA. Here we report a crystal structure of Streptococcus pyogenes Cas9 in complex with a single-molecule guide RNA and a target DNA containing a canonical 5'-NGG-3' PAM. The structure reveals that the PAM motif resides in a base-paired DNA duplex. The non-complementary strand GG dinucleotide is read out via major-groove interactions with conserved arginine residues from the carboxy-terminal domain of Cas9. Interactions with the minor groove of the PAM duplex and the phosphodiester group at the +1 position in the target DNA strand contribute to local strand separation immediately upstream of the PAM. These observations suggest a mechanism for PAM-dependent target DNA melting and RNA-DNA hybrid formation. Furthermore, this study establishes a framework for the rational engineering of Cas9 enzymes with novel PAM specificities.
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Affiliation(s)
- Carolin Anders
- Department of Biochemistry, University of Zurich, Winterthurerstrasse 190, CH-8057 Zurich, Switzerland
| | - Ole Niewoehner
- Department of Biochemistry, University of Zurich, Winterthurerstrasse 190, CH-8057 Zurich, Switzerland
| | - Alessia Duerst
- Department of Biochemistry, University of Zurich, Winterthurerstrasse 190, CH-8057 Zurich, Switzerland
| | - Martin Jinek
- Department of Biochemistry, University of Zurich, Winterthurerstrasse 190, CH-8057 Zurich, Switzerland
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