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Miah R, Johannessen M, Kjos M, Lentz CS. Development of an inducer-free, virulence gene promoter-controlled, and fluorescent reporter-labeled CRISPR interference system in Staphylococcus aureus. Microbiol Spectr 2024; 12:e0060224. [PMID: 39162514 PMCID: PMC11448056 DOI: 10.1128/spectrum.00602-24] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/08/2024] [Accepted: 07/11/2024] [Indexed: 08/21/2024] Open
Abstract
The dCas9-based Clustered Regularly Interspaced Short Palindromic Repeats (CRISPR) interference (CRISPRi) gene regulation technique requires two components: a catalytically inactive Cas9 protein (dCas9) and a single-guide RNA that targets the gene of interest. This system is commonly activated by expressing dCas9 through an inducible gene promoter, but these inducers may affect cellular physiology, and accessibility and permeability of the inducer are limited in relevant model systems. Here, we have developed an alternative approach for CRISPRi activation in the clinical isolate Staphylococcus aureus USA300 LAC, where dCas9 was expressed through endogenous virulence gene promoters (vgp); coagulase, autolysin, or fibronectin-binding protein A. Additionally, we integrated a fluorescent reporter gene into the vgp-CRISPRi system to monitor the activity of the dcas9-controlling promoter. Testing the efficacy of vgp-CRISPRi by inducing growth arrest (when targeting penicillin-binding protein 1), downregulating target gene expression, or blocking coagulase-dependent coagulation of blood plasma, we provide a proof-of-concept demonstration that the virulence gene promoter-driven CRISPRi system is functional in S. aureus.IMPORTANCEThe presented inducer-free, endogenous virulence gene promoter-induced, dCas9-based Clustered Regularly Interspaced Short Palindromic Repeats (CRISPR) interference (CRISPRi system addresses several shortcomings related to the use of inducer-dependent systems such as effects on cell physiology or limitations in permeability, and it avoids the high, putatively toxic levels of dCas9 in CRISPRi systems controlled by strong, constitutive promoters.
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Affiliation(s)
- Roni Miah
- Department of Medical Biology and Center for New Antibacterial Strategies (CANS), UT- The Arctic University of Norway, Tromsø, Norway
| | - Mona Johannessen
- Department of Medical Biology and Center for New Antibacterial Strategies (CANS), UT- The Arctic University of Norway, Tromsø, Norway
| | - Morten Kjos
- Faculty of Chemistry, Biotechnology and Food Science, Norwegian University of Life Sciences, Ås, Norway
| | - Christian S Lentz
- Department of Medical Biology and Center for New Antibacterial Strategies (CANS), UT- The Arctic University of Norway, Tromsø, Norway
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2
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Tang Y, Zhao J, Suo H, Hu C, Li Q, Li G, Han S, Su X, Song W, Jin M, Li Y, Li S, Wei L, Jiang X, Jiang S. Sinigrin reduces the virulence of Staphylococcus aureus by targeting coagulase. Microb Pathog 2024; 194:106841. [PMID: 39117013 DOI: 10.1016/j.micpath.2024.106841] [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: 04/09/2024] [Revised: 07/26/2024] [Accepted: 08/03/2024] [Indexed: 08/10/2024]
Abstract
Multi-resistant Staphylococcus aureus (S. aureus) infection is a significant global health concern owing to its high mortality and morbidity rates. Coagulase (Coa), a key enzyme that activates prothrombin to initiate host coagulation, has emerged as a promising target for anti-infective therapeutic approaches. This study identified sinigrin as a potent Coa inhibitor that significantly inhibited S. aureus-induced coagulation at concentration as low as 32 mg/L. Additionally, at a higher concentration of 128 mg/L, sinigrin disrupted the self-protection mechanism of S. aureus. Thermal shift and fluorescence-quenching assays confirmed the direct binding of sinigrin to the Coa protein. Molecular docking analysis predicted specific binding sites for sinigrin in the Coa molecule, and point mutation experiments highlighted the importance of Arg-187 and Asp-222 as critical binding sites for both Coa and sinigrin. In vivo studies demonstrated that the combination of sinigrin with oxacillin exhibited greater antibacterial efficacy than oxacillin alone in the treatment of S. aureus-induced pneumonia in mice. Furthermore, sinigrin was shown to reduce bacterial counts and inflammatory cytokine levels in the lung tissues of S. aureus-infected mice. In summary, sinigrin was shown to directly target Coa, resulting in the attenuation of S. aureus virulence, which suggests the potential of sinigrin as an adjuvant for future antimicrobial therapies.
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Affiliation(s)
- Yating Tang
- Clinical Medical College, Changchun University of Chinese Medicine, Changchun, 130117, China
| | - Jingming Zhao
- Proctology Department, Affiliated Hospital of Changchun University of Chinese Medicine, Changchun, 130021, China
| | - Huiqin Suo
- School of Pharmacy, Changchun University of Traditional Chinese Medicine, Changchun, 130117, China
| | - Chunjie Hu
- Proctology Department, Affiliated Hospital of Changchun University of Chinese Medicine, Changchun, 130021, China
| | - Qingjie Li
- PhD Research Center of Traditional Chinese Medicine, The Affiliated Hospital of Changchun University of Chinese Medicine, Changchun, 130021, China
| | - Guofeng Li
- Proctology Department, Affiliated Hospital of Changchun University of Chinese Medicine, Changchun, 130021, China
| | - Shaoyu Han
- The University of Queensland, St Lucia, QLD, 4067, China
| | - Xin Su
- School of Basic Medicine, Changchun University of Chinese Medicine, Changchun, 130117, China
| | - Wu Song
- Clinical Medical College, Changchun University of Chinese Medicine, Changchun, 130117, China
| | - Mengli Jin
- Clinical Medical College, Changchun University of Chinese Medicine, Changchun, 130117, China
| | - Yufen Li
- School of Basic Medicine, Changchun University of Chinese Medicine, Changchun, 130117, China
| | - Songyang Li
- School of Pharmacy, Changchun University of Traditional Chinese Medicine, Changchun, 130117, China
| | - Lin Wei
- Clinical Medical College, Changchun University of Chinese Medicine, Changchun, 130117, China.
| | - Xin Jiang
- Clinical Medical College, Changchun University of Chinese Medicine, Changchun, 130117, China; School of Basic Medicine, Changchun University of Chinese Medicine, Changchun, 130117, China.
| | - Shuang Jiang
- Clinical Medical College, Changchun University of Chinese Medicine, Changchun, 130117, China.
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3
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Liu X, de Bakker V, Heggenhougen MV, Mårli MT, Frøynes AH, Salehian Z, Porcellato D, Morales Angeles D, Veening JW, Kjos M. Genome-wide CRISPRi screens for high-throughput fitness quantification and identification of determinants for dalbavancin susceptibility in Staphylococcus aureus. mSystems 2024; 9:e0128923. [PMID: 38837392 PMCID: PMC11265419 DOI: 10.1128/msystems.01289-23] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/04/2023] [Accepted: 05/01/2024] [Indexed: 06/07/2024] Open
Abstract
Antibiotic resistance and tolerance remain a major problem for the treatment of staphylococcal infections. Identifying genes that influence antibiotic susceptibility could open the door to novel antimicrobial strategies, including targets for new synergistic drug combinations. Here, we developed a genome-wide CRISPR interference library for Staphylococcus aureus, demonstrated its use by quantifying gene fitness in different strains through CRISPRi-seq, and used it to identify genes that modulate susceptibility to the lipoglycopeptide dalbavancin. By exposing the library to sublethal concentrations of dalbavancin using both CRISPRi-seq and direct selection methods, we not only found genes previously reported to be involved in antibiotic susceptibility but also identified genes thus far unknown to affect antibiotic tolerance. Importantly, some of these genes could not have been detected by more conventional transposon-based knockout approaches because they are essential for growth, stressing the complementary value of CRISPRi-based methods. Notably, knockdown of a gene encoding the uncharacterized protein KapB specifically sensitizes the cells to dalbavancin, but not to other antibiotics of the same class, whereas knockdown of the Shikimate pathway showed the opposite effect. The results presented here demonstrate the promise of CRISPRi-seq screens to identify genes and pathways involved in antibiotic susceptibility and pave the way to explore alternative antimicrobial treatments through these insights.IMPORTANCEAntibiotic resistance is a challenge for treating staphylococcal infections. Identifying genes that affect how antibiotics work could help create new treatments. In our study, we made a CRISPR interference library for Staphylococcus aureus and used this to find which genes are critical for growth and also mapped genes that are important for antibiotic sensitivity, focusing on the lipoglycopeptide antibiotic dalbavancin. With this method, we identified genes that altered the sensitivity to dalbavancin upon knockdown, including genes involved in different cellular functions. CRISPRi-seq offers a means to uncover untapped antibiotic targets, including those that conventional screens would disregard due to their essentiality. This paves the way for the discovery of new ways to fight infections.
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Affiliation(s)
- Xue Liu
- Department of Pathogen, Biology, International Cancer Center, Shenzhen University Medical School, Shenzhen, Guangdong, China
- Department of Fundamental Microbiology, University of Lausanne, , Switzerland
| | - Vincent de Bakker
- Department of Fundamental Microbiology, University of Lausanne, , Switzerland
| | | | - Marita Torrissen Mårli
- Faculty of Chemistry, Biotechnology and Food Science, Norwegian University of Life Sciences, Norway
| | - Anette Heidal Frøynes
- Faculty of Chemistry, Biotechnology and Food Science, Norwegian University of Life Sciences, Norway
| | - Zhian Salehian
- Faculty of Chemistry, Biotechnology and Food Science, Norwegian University of Life Sciences, Norway
| | - Davide Porcellato
- Faculty of Chemistry, Biotechnology and Food Science, Norwegian University of Life Sciences, Norway
| | - Danae Morales Angeles
- Faculty of Chemistry, Biotechnology and Food Science, Norwegian University of Life Sciences, Norway
| | - Jan-Willem Veening
- Department of Fundamental Microbiology, University of Lausanne, , Switzerland
| | - Morten Kjos
- Faculty of Chemistry, Biotechnology and Food Science, Norwegian University of Life Sciences, Norway
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4
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Gager C, Flores-Mireles AL. Blunted blades: new CRISPR-derived technologies to dissect microbial multi-drug resistance and biofilm formation. mSphere 2024; 9:e0064223. [PMID: 38511958 PMCID: PMC11036814 DOI: 10.1128/msphere.00642-23] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 03/22/2024] Open
Abstract
The spread of multi-drug-resistant (MDR) pathogens has rapidly outpaced the development of effective treatments. Diverse resistance mechanisms further limit the effectiveness of our best treatments, including multi-drug regimens and last line-of-defense antimicrobials. Biofilm formation is a powerful component of microbial pathogenesis, providing a scaffold for efficient colonization and shielding against anti-microbials, which further complicates drug resistance studies. Early genetic knockout tools didn't allow the study of essential genes, but clustered regularly interspaced palindromic repeat inference (CRISPRi) technologies have overcome this challenge via genetic silencing. These tools rapidly evolved to meet new demands and exploit native CRISPR systems. Modern tools range from the creation of massive CRISPRi libraries to tunable modulation of gene expression with CRISPR activation (CRISPRa). This review discusses the rapid expansion of CRISPRi/a-based technologies, their use in investigating MDR and biofilm formation, and how this drives further development of a potent tool to comprehensively examine multi-drug resistance.
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Affiliation(s)
- Christopher Gager
- Department of Biological Sciences, University of Notre Dame, Notre Dame, Indiana, USA
| | - Ana L. Flores-Mireles
- Department of Biological Sciences, University of Notre Dame, Notre Dame, Indiana, USA
- W. M. Keck Center for Transgene Research, University of Notre Dame, Notre Dame, Indiana, USA
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5
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Reed P, Sorg M, Alwardt D, Serra L, Veiga H, Schäper S, Pinho MG. A CRISPRi-based genetic resource to study essential Staphylococcus aureus genes. mBio 2024; 15:e0277323. [PMID: 38054745 PMCID: PMC10870820 DOI: 10.1128/mbio.02773-23] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/13/2023] [Accepted: 10/19/2023] [Indexed: 12/07/2023] Open
Abstract
IMPORTANCE Staphylococcus aureus is an important clinical pathogen that causes a high number of antibiotic-resistant infections. The study of S. aureus biology, and particularly of the function of essential proteins, is of particular importance to develop new approaches to combat this pathogen. We have optimized a clustered regularly interspaced short palindromic repeat interference (CRISPRi) system that allows efficient targeting of essential S. aureus genes. Furthermore, we have used that system to construct a library comprising 261 strains, which allows the depletion of essential proteins encoded by 200 genes/operons. This library, which we have named Lisbon CRISPRi Mutant Library, should facilitate the study of S. aureus pathogenesis and biology.
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Affiliation(s)
- Patricia Reed
- Bacterial Cell Biology, Instituto de Tecnologia Química e Biológica António Xavier, Universidade Nova de Lisboa, Oeiras, Portugal
| | - Moritz Sorg
- Bacterial Cell Biology, Instituto de Tecnologia Química e Biológica António Xavier, Universidade Nova de Lisboa, Oeiras, Portugal
| | - Dominik Alwardt
- Bacterial Cell Biology, Instituto de Tecnologia Química e Biológica António Xavier, Universidade Nova de Lisboa, Oeiras, Portugal
| | - Lúcia Serra
- Bacterial Cell Biology, Instituto de Tecnologia Química e Biológica António Xavier, Universidade Nova de Lisboa, Oeiras, Portugal
| | - Helena Veiga
- Bacterial Cell Biology, Instituto de Tecnologia Química e Biológica António Xavier, Universidade Nova de Lisboa, Oeiras, Portugal
| | - Simon Schäper
- Bacterial Cell Biology, Instituto de Tecnologia Química e Biológica António Xavier, Universidade Nova de Lisboa, Oeiras, Portugal
| | - Mariana G. Pinho
- Bacterial Cell Biology, Instituto de Tecnologia Química e Biológica António Xavier, Universidade Nova de Lisboa, Oeiras, Portugal
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6
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Ashwath P, Somanath D, Sannejal AD. CRISPR and Antisense RNA Technology: Exploiting Nature's Tool to Restrain Virulence in Tenacious Pathogens. Mol Biotechnol 2023; 65:17-27. [PMID: 35980592 DOI: 10.1007/s12033-022-00539-4] [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: 04/11/2022] [Accepted: 07/25/2022] [Indexed: 01/11/2023]
Abstract
Pathogenic bacteria constitute a significant threat to mankind and at the same time represent a huge reservoir of abeyant therapeutics to prevent and treat various diseases. The concept of virulence determinants has been a compelling tool in driving research in the field of bacterial pathogenesis and infectious diseases. In this review, we highlight a few virulence elements forged by the pathogens from the viewpoint of the damage-response scaffold, vandalizing the susceptible host. Seeking an alternative to target the virulence determinants heads a road map toward the exemplary molecular approach. Hence, here we explore some of the exceptional applications of the clustered regulatory interspaced short palindromic repeat (CRISPR)- based therapy and antisense RNA (asRNA) approach, which could be exploited to selectively dismantle adamant components of the pathogen's virulence machinery. To the best of our knowledge, this is the first review paper involving both CRISPR and antisense RNA technology, as an alternative strategy to evade virulence mechanisms in bacterial pathogens.
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Affiliation(s)
- Priyanka Ashwath
- Nitte (Deemed to be University), Nitte University Centre for Science Education and Research, Deralakatte, Mangaluru, 575018, India
| | - Disha Somanath
- Nitte (Deemed to be University), Nitte University Centre for Science Education and Research, Deralakatte, Mangaluru, 575018, India
| | - Akhila Dharnappa Sannejal
- Nitte (Deemed to be University), Nitte University Centre for Science Education and Research, Deralakatte, Mangaluru, 575018, India.
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7
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Call SN, Andrews LB. CRISPR-Based Approaches for Gene Regulation in Non-Model Bacteria. Front Genome Ed 2022; 4:892304. [PMID: 35813973 PMCID: PMC9260158 DOI: 10.3389/fgeed.2022.892304] [Citation(s) in RCA: 7] [Impact Index Per Article: 3.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/08/2022] [Accepted: 04/11/2022] [Indexed: 01/08/2023] Open
Abstract
CRISPR interference (CRISPRi) and CRISPR activation (CRISPRa) have become ubiquitous approaches to control gene expression in bacteria due to their simple design and effectiveness. By regulating transcription of a target gene(s), CRISPRi/a can dynamically engineer cellular metabolism, implement transcriptional regulation circuitry, or elucidate genotype-phenotype relationships from smaller targeted libraries up to whole genome-wide libraries. While CRISPRi/a has been primarily established in the model bacteria Escherichia coli and Bacillus subtilis, a growing numbering of studies have demonstrated the extension of these tools to other species of bacteria (here broadly referred to as non-model bacteria). In this mini-review, we discuss the challenges that contribute to the slower creation of CRISPRi/a tools in diverse, non-model bacteria and summarize the current state of these approaches across bacterial phyla. We find that despite the potential difficulties in establishing novel CRISPRi/a in non-model microbes, over 190 recent examples across eight bacterial phyla have been reported in the literature. Most studies have focused on tool development or used these CRISPRi/a approaches to interrogate gene function, with fewer examples applying CRISPRi/a gene regulation for metabolic engineering or high-throughput screens and selections. To date, most CRISPRi/a reports have been developed for common strains of non-model bacterial species, suggesting barriers remain to establish these genetic tools in undomesticated bacteria. More efficient and generalizable methods will help realize the immense potential of programmable CRISPR-based transcriptional control in diverse bacteria.
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Affiliation(s)
- Stephanie N. Call
- Department of Chemical Engineering, University of Massachusetts Amherst, Amherst, MA, United States
| | - Lauren B. Andrews
- Department of Chemical Engineering, University of Massachusetts Amherst, Amherst, MA, United States
- Biotechnology Training Program, University of Massachusetts Amherst, Amherst, MA, United States
- Molecular and Cellular Biology Graduate Program, University of Massachusetts Amherst, Amherst, MA, United States
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8
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Jin Y, Yang P, Wang L, Gao Z, Lv J, Cui Z, Wang T, Wang D, Wang L. Galangin as a direct inhibitor of vWbp protects mice from Staphylococcus aureus-induced pneumonia. J Cell Mol Med 2021; 26:828-839. [PMID: 34931454 PMCID: PMC8817134 DOI: 10.1111/jcmm.17129] [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: 07/04/2021] [Revised: 11/23/2021] [Accepted: 12/01/2021] [Indexed: 11/30/2022] Open
Abstract
The surge in multidrug resistance in Staphylococcus aureus (S. aureus) and the lag in antibiotic discovery necessitate the development of new anti‐infective strategies to reduce S. aureus infections. In S. aureus, von Willebrand factor‐binding protein (vWbp) is not only the main coagulase that triggers host prothrombin activation and formation of fibrin cables but also bridges the bacterial cell wall and von Willebrand factor, thereby allowing S. aureus to bind to platelets and endothelial cells, playing a vital role in pathogenesis of S. aureus infections. Here, we have identified that galangin, a bioactive compound found in honey and Alpinia officinarum Hance, is a potent and direct inhibitor of vWbp by coagulation activity inhibition assay, thermal shift assay and biolayer interferometry assay. Molecular dynamic simulations and verification experiments revealed that the Trp‐64 and Leu‐69 residues are necessary for the binding of galangin to vWbp. Significantly, galangin attenuated S. aureus virulence in a mouse S. aureus‐induced pneumonia model. In addition, we also identified that galangin can enhance the therapeutic effect of latamoxef on S. aureus‐induced pneumonia. Taken together, the results suggest that galangin may be used for the development of therapeutic drugs or utilized as adjuvants to combine with antibiotics to combat S. aureus‐related infections.
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Affiliation(s)
- Yingli Jin
- Key Laboratory of Zoonosis Research, Ministry of Education/Institute of Zoonosis/College of Veterinary Medicine, Jilin University, Changchun, China.,Department of Pharmacology, College of Basic Medical Science, Jilin University, Changchun, China
| | - Panpan Yang
- Department of Pharmacology, College of Basic Medical Science, Jilin University, Changchun, China
| | - Li Wang
- College of Animal Science, Jilin University, Changchun, China.,Changchun University of Chinese Medicine, Changchun, China
| | - Zeyuan Gao
- College of Animal Science, Jilin University, Changchun, China
| | - Jia Lv
- Liaoning University of Traditional Chinese Medicine, Dalian, China
| | - Zheyu Cui
- College of Animal Science, Jilin University, Changchun, China
| | - Tiedong Wang
- College of Animal Science, Jilin University, Changchun, China
| | - Dacheng Wang
- College of Animal Science, Jilin University, Changchun, China
| | - Lin Wang
- Key Laboratory of Zoonosis Research, Ministry of Education/Institute of Zoonosis/College of Veterinary Medicine, Jilin University, Changchun, China
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9
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Peng H, Zheng Y, Zhao Z, Li J. Multigene editing: current approaches and beyond. Brief Bioinform 2021; 22:bbaa396. [PMID: 33428725 DOI: 10.1093/bib/bbaa396] [Citation(s) in RCA: 3] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/09/2020] [Revised: 11/15/2020] [Accepted: 12/03/2020] [Indexed: 11/14/2022] Open
Abstract
CRISPR/Cas9 multigene editing is an active and widely studied topic in the fields of biomedicine and biology. It involves a simultaneous participation of multiple single-guide RNAs (sgRNAs) to edit multiple target genes in a way that each gene is edited by one of these sgRNAs. There are possibly numerous sgRNA candidates capable of on-target editing on each of these genes with various efficiencies. Meanwhile, each of these sgRNA candidates may cause unwanted off-target editing at many other genes. Therefore, selection optimization of these multiple sgRNAs is demanded so as to minimize the number of sgRNAs and thus reduce the collective negative effects caused by the off-target editing. This survey reviews wet-laboratory approaches to the implementation of multigene editing and their needs of computational tools for better design. We found that though off-target editing is unavoidable during the gene editing, those disfavored cuttings by some target genes' sgRNAs can potentially become on-target editing sites for some other genes of interests. This off-to-on role conversion is beneficial to optimize the sgRNA selection in multigene editing. We present a preference cutting score to assess those beneficial off-target cutting sites, which have a few mismatches with their host genes' on-target editing sites. These potential sgRNAs can be prioritized for recommendation via ranking their on-target average cutting efficiency, the total off-target site number and their average preference cutting score. We also present case studies on cancer-associated genes to demonstrate tremendous usefulness of the new method.
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Affiliation(s)
- Hui Peng
- Data Science Institute, University of Technology Sydney, PO Box 123, Ultimo, NSW 2007, Australia
- School of Computing, National University of Singapore, 13 Computing Drive, 117417, Singapore
| | - Yi Zheng
- Data Science Institute, University of Technology Sydney, PO Box 123, Ultimo, NSW 2007, Australia
| | - Zhixun Zhao
- Data Science Institute, University of Technology Sydney, PO Box 123, Ultimo, NSW 2007, Australia
| | - Jinyan Li
- Data Science Institute, University of Technology Sydney, PO Box 123, Ultimo, NSW 2007, Australia
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10
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Monk IR, Stinear TP. From cloning to mutant in 5 days: rapid allelic exchange in Staphylococcus aureus. Access Microbiol 2021; 3:000193. [PMID: 34151146 PMCID: PMC8209637 DOI: 10.1099/acmi.0.000193] [Citation(s) in RCA: 19] [Impact Index Per Article: 6.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/21/2020] [Accepted: 12/11/2020] [Indexed: 12/02/2022] Open
Abstract
In the last 10 years, the barriers preventing the uptake of foreign DNA by clinical Staphylococcus aureus isolates have been identified and powerful mutagenesis techniques such as allelic exchange are now possible in most genotypes. However, these targeted approaches can still be cumbersome, and the construction of unmarked deletions/point mutations may take many weeks or months. Here, we introduce a streamlined allelic exchange protocol using IMxxB Escherichia coli and the plasmid pIMAY-Z. With this optimized approach, a site-specific mutation can be introduced into S. aureus in 5 days, from the start of cloning to isolation of genomic DNA for confirmatory whole-genome sequencing. This streamlined protocol considerably reduces the time required to introduce a specific, unmarked mutation in S. aureus and should dramatically improve the scalability of gene-function studies.
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Affiliation(s)
- Ian R. Monk
- Department of Microbiology and Immunology, The University of Melbourne at the Peter Doherty Institute for Infection & Immunity, Melbourne, Victoria, Australia
| | - Timothy P. Stinear
- Department of Microbiology and Immunology, The University of Melbourne at the Peter Doherty Institute for Infection & Immunity, Melbourne, Victoria, Australia
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11
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Zhang H, Luan Y, Jing S, Wang Y, Gao Z, Yang P, Ding Y, Wang L, Wang D, Wang T. Baicalein mediates protection against Staphylococcus aureus-induced pneumonia by inhibiting the coagulase activity of vWbp. Biochem Pharmacol 2020; 178:114024. [PMID: 32413427 DOI: 10.1016/j.bcp.2020.114024] [Citation(s) in RCA: 17] [Impact Index Per Article: 4.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/17/2020] [Accepted: 05/08/2020] [Indexed: 02/06/2023]
Abstract
The emergence and spread of multidrug-resistant Staphylococcus aureus (S. aureus) necessitate the research on therapeutic tactics which are different from classical antibiotics in overcoming resistance andtreatinginfections. In S. aureus, von Willebrand factor-binding protein (vWbp) is one of the key virulence determinants because it mediates not only the activation of thrombin to convert fibrinogen to fibrin, thereby enabling S. aureus to escape from the host immune clearance, but also the adhesion of S. aureus to host cells. Thus, vWbp is regarded as a promising druggable target to treat S. aureus-associated infections. Here we identify that baicalein, a natural compound isolated from the Chinese herb Scutellaria baicalensis, can effectively block the coagulase activity of vWbp without inhibiting the growth of the bacteria. Through thermal shift and fluorescence quenching assays, we demonstrated that baicalein directly binds to vWbp. Molecular dynamics simulations and mutagenesis assays revealed that the Asp-75 and Lys-80 residues are necessary for baicalein binding to vWbp. Importantly, we demonstrated that baicalein treatment attenuates the virulence of S. aureus and protects mice from S. aureus-induced lethal pneumonia. In addition, baicalein can improve the therapeutic effect of penicillin G by 75% in vivo. These findings indicate that baicalein might be developed as a promising therapeutic agent against drug-resistant S. aureus infections.
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Affiliation(s)
- Haitao Zhang
- College of Animal Science, Jilin University, Changchun 130062, China
| | - Yongxin Luan
- Department of Neurosurgery, First Hospital of Jilin University, Jilin University, Changchun 130021, China
| | - Shisong Jing
- College of Animal Science, Jilin University, Changchun 130062, China
| | - Yanling Wang
- College of Veterinary Medicine, Jilin University, Changchun 130062, China.
| | - Zeyuan Gao
- College of Animal Science, Jilin University, Changchun 130062, China
| | - Panpan Yang
- Department of Pharmacology, College of Basic Medical Science, Jilin University, Changchun 130021, China
| | - Ying Ding
- College of Veterinary Medicine, Jilin University, Changchun 130062, China
| | - Lin Wang
- Key Laboratory of Zoonosis Research, Ministry of Education, College of Veterinary Medicine, Jilin University, Changchun 130062, China.
| | - Dacheng Wang
- College of Animal Science, Jilin University, Changchun 130062, China.
| | - Tiedong Wang
- College of Animal Science, Jilin University, Changchun 130062, China.
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12
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Depardieu F, Bikard D. Gene silencing with CRISPRi in bacteria and optimization of dCas9 expression levels. Methods 2020; 172:61-75. [PMID: 31377338 DOI: 10.1016/j.ymeth.2019.07.024] [Citation(s) in RCA: 35] [Impact Index Per Article: 8.8] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/09/2019] [Revised: 07/25/2019] [Accepted: 07/29/2019] [Indexed: 12/15/2022] Open
Abstract
The catalytic null mutant of the Cas9 endonuclease from the bacterial CRISPR immune system, known as dCas9, can be guided by a small RNA to bind DNA sequences of interest and block gene transcription in a strategy known as CRISPRi. This powerful gene silencing method has already been used in a large number of species and in high throughput screens. Here we provide detailed design rules, methods and novel vectors to perform CRISPRi experiments in S. aureus and in E. coli, using the well characterized dCas9 protein from S. pyogenes. In particular, we describe a vector based on plasmid pC194 which is broadly used in Firmicutes, as well as a vector based on the very broad host-range rolling circle plasmid pLZ12, reported to replicate in both Firmicutes and Proteobacteria. A potential caveat of adapting dCas9 tools to various bacterial species is that dCas9 was shown to be toxic when expressed too strongly. We describe a method to optimize the expression level of dCas9 in order to avoid toxicity while ensuring strong on-target repression activity. We demonstrate this method by optimizing a pLZ12 based vector originally developed for S. aureus so that it can work in E. coli. This article should provide all the resources required to perform CRISPRi experiments in a broad range of bacterial species.
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Affiliation(s)
| | - David Bikard
- Groupe de Biologie de Synthèse, Institut Pasteur, Paris 75015, France.
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13
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Abstract
Performing genetic manipulation is often key to understanding bacterial gene function. In this chapter, we present the method of allelic exchange using temperature-sensitive plasmids to generate mutations in Staphylococcus, including single-nucleotide mutations, insertions, and gene deletions. In addition, this chapter summarizes other key genetic technologies used for the manipulation of S. aureus, including the CRISPR/Cas9 system and complementation.
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Affiliation(s)
- Crystal M Austin
- Department of Microbiology, Molecular Genetics and Immunology, University of Kansas Medical Center, Kansas City, KS, USA
| | - Jeffrey L Bose
- Department of Microbiology, Molecular Genetics and Immunology, University of Kansas Medical Center, Kansas City, KS, USA.
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14
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Abstract
L. plantarum is an important bacterium for applications in food and health. Deep insights into the biology and physiology of this species are therefore necessary for further strain optimization and exploitation; however, the functions of essential genes in the bacterium are mainly unknown due to the lack of accessible genetic tools. The CRISPRi system developed here is ideal to quickly screen for phenotypes of both essential and nonessential genes. Our initial insights into the function of some key cell cycle genes represent the first step toward understanding the cell cycle in this bacterium. Studies of essential genes in bacteria are often hampered by the lack of accessible genetic tools. This is also the case for Lactobacillus plantarum, a key species in food and health applications. Here, we develop a clustered regularly interspaced short palindromic repeat interference (CRISPRi) system for knockdown of gene expression in L. plantarum. The two-plasmid CRISPRi system, in which a nuclease-inactivated Cas9 (dCas9) and a gene-specific single guide RNA (sgRNA) are expressed on separate plasmids, allows efficient knockdown of expression of any gene of interest. We utilized the CRISPRi system to gain initial insights into the functions of key cell cycle genes in L. plantarum. As a proof of concept, we investigated the phenotypes resulting from knockdowns of the cell wall hydrolase-encoding acm2 gene and of the DNA replication initiator gene dnaA and of ezrA, which encodes an early cell division protein. Furthermore, we studied the phenotypes of three cell division genes which have recently been functionally characterized in ovococcal bacteria but whose functions have not yet been investigated in rod-shaped bacteria. We show that the transmembrane CozE proteins do not seem to play any major role in cell division in L. plantarum. On the other hand, RNA-binding proteins KhpA and EloR are critical for proper cell elongation in this bacterium. IMPORTANCEL. plantarum is an important bacterium for applications in food and health. Deep insights into the biology and physiology of this species are therefore necessary for further strain optimization and exploitation; however, the functions of essential genes in the bacterium are mainly unknown due to the lack of accessible genetic tools. The CRISPRi system developed here is ideal to quickly screen for phenotypes of both essential and nonessential genes. Our initial insights into the function of some key cell cycle genes represent the first step toward understanding the cell cycle in this bacterium.
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15
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Mohanty BK, Kushner SR. Analysis of post-transcriptional RNA metabolism in prokaryotes. Methods 2019; 155:124-130. [PMID: 30448478 PMCID: PMC6568318 DOI: 10.1016/j.ymeth.2018.11.006] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.6] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/29/2018] [Revised: 11/08/2018] [Accepted: 11/13/2018] [Indexed: 02/08/2023] Open
Abstract
Post-transcriptional RNA metabolic pathways play important roles in permitting prokaryotes to operate under a variety of environmental conditions. Although significant progress has been made during the last decade in deciphering RNA processing pathways in a number of bacteria, a complete understanding of post-transcriptional RNA metabolism in any single microorganism is far from reality. Here we describe multiple experimental approaches that can be used to study mRNA stability, tRNA and rRNA processing, sRNA metabolism, and polyadenylation in prokaryotes. The methods described here can be readily utilized in both Gram-negative and Gram-positive bacteria with simple modifications.
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MESH Headings
- Base Sequence
- Blotting, Northern
- Cloning, Molecular
- DNA, Complementary/biosynthesis
- DNA, Complementary/genetics
- Denaturing Gradient Gel Electrophoresis
- Deoxyribonuclease I/chemistry
- Escherichia coli/genetics
- Escherichia coli/metabolism
- Half-Life
- Polyadenylation
- RNA Processing, Post-Transcriptional
- RNA Stability
- RNA, Bacterial/genetics
- RNA, Bacterial/metabolism
- RNA, Messenger/genetics
- RNA, Messenger/metabolism
- RNA, Transfer/genetics
- RNA, Transfer/metabolism
- Sequence Analysis, DNA/methods
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Affiliation(s)
- Bijoy K. Mohanty
- Department of Genetics, University of Georgia, Athens, Georgia 30602, Tel. No. 706-542-8000,
| | - Sidney R. Kushner
- Department of Genetics, University of Georgia, Athens, Georgia 30602, Tel. No. 706-542-8000,
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Li B, Jin Y, Xiang H, Mu D, Yang P, Li X, Zhong L, Cao J, Xu D, Gong Q, Wang T, Wang L, Wang D. An Inhibitory Effect of Dryocrassin ABBA on Staphylococcus aureus vWbp That Protects Mice From Pneumonia. Front Microbiol 2019; 10:7. [PMID: 30728809 PMCID: PMC6351477 DOI: 10.3389/fmicb.2019.00007] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.6] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/13/2018] [Accepted: 01/07/2019] [Indexed: 01/18/2023] Open
Abstract
Von Willebrand factor-binding protein (vWbp), secreted by Staphylococcus aureus (S. aureus), can activate host prothrombin, convert fibrinogen to fibrin clots, induce blood clotting, and contribute to pathophysiology of S. aureus-related diseases, including infective endocarditis, staphylococcal sepsis and pneumonia. Therefore, vWbp is an promising drug target in the treatment of S. aureus-related infections. Here, we report that dryocrassin ABBA (ABBA), a natural compound derived from Dryopteris crassirhizoma, can significantly inhibit the coagulase activity of vWbp in vitro by directly interacting with vWbp without killing the bacteria or inhibiting the expression of the vWbp. Using molecular dynamics simulations, we demonstrate that ABBA binds to the "central cavity" in the elbow of vWbp by interacting with Arg-70, His-71, Ala-72, Gly-73, Tyr-74, Glu-75, Tyr-83, and Gln-87 in vWbp, thus interfering with the binding of vWbp to prothrombin. Furthermore, in vivo studies demonstrated that ABBA can attenuate injury and inflammation of mouse lung tissues caused by S. aureus and increase survival of mice. Together these findings indicate that ABBA is a promising lead drug for the treatment of S. aureus-related infections. This is the first report of potential inhibitor which inhibit the coagulase activity of vWbp by directly interacting with vWbp.
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Affiliation(s)
- Bangbang Li
- Department of Pharmacology, College of Basic Medical Sciences, Jilin University, Changchun, China
| | - Yingli Jin
- Department of Pharmacology, College of Basic Medical Sciences, Jilin University, Changchun, China
| | - Hua Xiang
- College of Animal Science and Technology, Jilin Agricultural University, Changchun, China
- Key Laboratory of Animal Production and Product Quality Safety of Ministry of Education, Jilin Agricultural University, Changchun, China
| | - Dan Mu
- College of Animal Sciences, Jilin University, Changchun, China
| | - Panpan Yang
- Department of Pharmacology, College of Basic Medical Sciences, Jilin University, Changchun, China
| | - Xianmei Li
- College of Animal Sciences, Jilin University, Changchun, China
| | - Ling Zhong
- College of Animal Sciences, Jilin University, Changchun, China
| | - Junjie Cao
- College of Animal Sciences, Jilin University, Changchun, China
| | - Dan Xu
- Shen Yang Weijia Animal Husbandry Company Limited, Shenyang, China
| | - Qian Gong
- College of Humanities & Sciences of Northeast Normal University, Changchun, China
| | - Tiedong Wang
- College of Animal Sciences, Jilin University, Changchun, China
| | - Lin Wang
- Key Laboratory of Zoonosis Research, Ministry of Education, Institute of Zoonosis, College of Veterinary Medicine, Jilin University, Changchun, China
| | - Dacheng Wang
- College of Animal Sciences, Jilin University, Changchun, China
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Hidalgo-Cantabrana C, Goh YJ, Barrangou R. Characterization and Repurposing of Type I and Type II CRISPR-Cas Systems in Bacteria. J Mol Biol 2019; 431:21-33. [PMID: 30261168 DOI: 10.1016/j.jmb.2018.09.013] [Citation(s) in RCA: 30] [Impact Index Per Article: 6.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/30/2018] [Revised: 09/19/2018] [Accepted: 09/19/2018] [Indexed: 12/20/2022]
Abstract
CRISPR-Cas systems constitute the adaptive immune system of bacteria and archaea, as a sequence-specific nucleic acid targeting defense mechanism. The sequence-specific recognition and cleavage of Cas effector complexes has been harnessed to developed CRISPR-based technologies and drive the genome editing revolution underway, due to their efficacy, efficiency, and ease of implementation in a broad range of organisms. CRISPR-based technologies offer a wide variety of opportunities in genome remodeling and transcriptional regulation, opening new avenues for therapeutic and biotechnological applications. To repurpose CRISPR-Cas systems for these applications, the various elements of the system need to be first identified and functionally characterized in their native host. Bioinformatic tools are first used to identify putative CRISPR arrays and their associated genes, followed by a comprehensive characterization of the CRISPR-Cas system, encompassing predictions for guide and target sequences. Subsequently, interference assays and transcriptomic analyses should be performed to probe the functionality of the CRISPR-Cas system. Once an endogenous CRISPR-Cas system is characterized as functional, they can be readily repurposed by delivering an engineered synthetic CRISPR array or a small RNA guide for targeted gene manipulation. Alternatively, developing a plasmid-based system for heterologous expression of the necessary CRISPR components can enable exploitation in other organisms. Altogether, there is a wide diversity of native CRISPR-Cas systems in many bacteria and most archaea that await functional characterization and repurposing for genome editing applications in prokaryotes.
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Affiliation(s)
- Claudio Hidalgo-Cantabrana
- Department of Food, Processing and Nutrition Sciences, North Carolina State University, Raleigh, NC 27695, USA
| | - Yong Jun Goh
- Department of Food, Processing and Nutrition Sciences, North Carolina State University, Raleigh, NC 27695, USA
| | - Rodolphe Barrangou
- Department of Food, Processing and Nutrition Sciences, North Carolina State University, Raleigh, NC 27695, USA.
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18
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Yao R, Liu D, Jia X, Zheng Y, Liu W, Xiao Y. CRISPR-Cas9/Cas12a biotechnology and application in bacteria. Synth Syst Biotechnol 2018; 3:135-149. [PMID: 30345399 PMCID: PMC6190536 DOI: 10.1016/j.synbio.2018.09.004] [Citation(s) in RCA: 78] [Impact Index Per Article: 13.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/28/2018] [Revised: 09/24/2018] [Accepted: 09/25/2018] [Indexed: 12/26/2022] Open
Abstract
CRISPR-Cas technologies have greatly reshaped the biology field. In this review, we discuss the CRISPR-Cas with a particular focus on the associated technologies and applications of CRISPR-Cas9 and CRISPR-Cas12a, which have been most widely studied and used. We discuss the biological mechanisms of CRISPR-Cas as immune defense systems, recently-discovered anti-CRISPR-Cas systems, and the emerging Cas variants (such as xCas9 and Cas13) with unique characteristics. Then, we highlight various CRISPR-Cas biotechnologies, including nuclease-dependent genome editing, CRISPR gene regulation (including CRISPR interference/activation), DNA/RNA base editing, and nucleic acid detection. Last, we summarize up-to-date applications of the biotechnologies for synthetic biology and metabolic engineering in various bacterial species.
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Affiliation(s)
- Ruilian Yao
- State Key Laboratory of Microbial Metabolism, School of Life Sciences and Biotechnology, Shanghai Jiao Tong University, Shanghai, 200240, China
| | - Di Liu
- Department of Biomass Science and Conversion Technology, Sandia National Laboratories, Livermore, CA 94551, USA
| | - Xiao Jia
- State Key Laboratory of Microbial Metabolism, School of Life Sciences and Biotechnology, Shanghai Jiao Tong University, Shanghai, 200240, China
| | - Yuan Zheng
- State Key Laboratory of Microbial Metabolism, School of Life Sciences and Biotechnology, Shanghai Jiao Tong University, Shanghai, 200240, China
| | - Wei Liu
- State Key Laboratory of Microbial Metabolism, School of Life Sciences and Biotechnology, Shanghai Jiao Tong University, Shanghai, 200240, China
| | - Yi Xiao
- State Key Laboratory of Microbial Metabolism, School of Life Sciences and Biotechnology, Shanghai Jiao Tong University, Shanghai, 200240, China
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19
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Stamsås GA, Myrbråten IS, Straume D, Salehian Z, Veening JW, Håvarstein LS, Kjos M. CozEa and CozEb play overlapping and essential roles in controlling cell division in Staphylococcus aureus. Mol Microbiol 2018; 109:615-632. [PMID: 29884993 DOI: 10.1111/mmi.13999] [Citation(s) in RCA: 19] [Impact Index Per Article: 3.2] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Accepted: 05/30/2018] [Indexed: 01/07/2023]
Abstract
Staphylococcus aureus needs to control the position and timing of cell division and cell wall synthesis to maintain its spherical shape. We identified two membrane proteins, named CozEa and CozEb, which together are important for proper cell division in S. aureus. CozEa and CozEb are homologs of the cell elongation regulator CozESpn of Streptococcus pneumoniae. While cozEa and cozEb were not essential individually, the ΔcozEaΔcozEb double mutant was lethal. To study the functions of cozEa and cozEb, we constructed a CRISPR interference (CRISPRi) system for S. aureus, allowing transcriptional knockdown of essential genes. CRISPRi knockdown of cozEa in the ΔcozEb strain (and vice versa) causes cell morphological defects and aberrant nucleoid staining, showing that cozEa and cozEb have overlapping functions and are important for normal cell division. We found that CozEa and CozEb interact with and possibly influence localization of the cell division protein EzrA. Furthermore, the CozE-EzrA interaction is conserved in S. pneumoniae, and cell division is mislocalized in cozESpn -depleted S. pneumoniae cells. Together, our results show that CozE proteins mediate control of cell division in S. aureus and S. pneumoniae, likely via interactions with key cell division proteins such as EzrA.
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Affiliation(s)
- Gro Anita Stamsås
- Faculty of Chemistry, Biotechnology and Food Science, Norwegian University of Life Sciences, Ås, Norway
| | - Ine Storaker Myrbråten
- Faculty of Chemistry, Biotechnology and Food Science, Norwegian University of Life Sciences, Ås, Norway
| | - Daniel Straume
- Faculty of Chemistry, Biotechnology and Food Science, Norwegian University of Life Sciences, Ås, Norway
| | - Zhian Salehian
- Faculty of Chemistry, Biotechnology and Food Science, Norwegian University of Life Sciences, Ås, Norway
| | - Jan-Willem Veening
- Department of Fundamental Microbiology, Faculty of Biology and Medicine, University of Lausanne, Lausanne, Switzerland
| | - Leiv Sigve Håvarstein
- Faculty of Chemistry, Biotechnology and Food Science, Norwegian University of Life Sciences, Ås, Norway
| | - Morten Kjos
- Faculty of Chemistry, Biotechnology and Food Science, Norwegian University of Life Sciences, Ås, Norway
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20
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Kouskouti C, Evangelatos N, Brand A, Kainer F. Maternal sepsis in the era of genomic medicine. Arch Gynecol Obstet 2017; 297:49-60. [PMID: 29103195 DOI: 10.1007/s00404-017-4584-5] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.4] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/06/2017] [Accepted: 10/26/2017] [Indexed: 12/23/2022]
Abstract
PURPOSE Maternal sepsis remains one of the leading causes of direct and indirect maternal mortality both in high- and low-income environments. In the last two decades, systems biology approaches, based on '-omics' technologies, have started revolutionizing the diagnosis and management of the septic syndrome. The scope of this narrative review is to present an overview of the basic '-omics' technologies, exemplified by cases relevant to maternal sepsis. METHODS Narrative review of the new '-omics' technologies based on a detailed review of the literature. RESULTS After presenting the main 'omics' technologies, we discuss their limitations and the need for integrated approaches that encompass research efforts across multiple '-omics' layers in the '-omics' cascade between the genome and the phenome. CONCLUSIONS Systems biology approaches are revolutionizing the research landscape in maternal sepsis. There is a need for increased awareness, from the side of health practitioners, as a requirement for the effective implementation of the new technologies in the research and clinical practice in maternal sepsis.
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Affiliation(s)
- C Kouskouti
- Department of Obstetrics and Perinatal Medicine, Klinik Hallerwiese, St. Johannis-Mühlgasse 19, 90419, Nuremberg, Germany.
| | - N Evangelatos
- Intensive Care Medicine Unit, Department of Respiratory Medicine, Allergology and Sleep Medicine, Paracelsus Medical University, Nuremberg, Germany.,UNU-MERIT (Maastricht Economic and Social Research Institute on Innovation and Technology), Maastricht University, Boschstraat 24, 6211 AX, Maastricht, The Netherlands
| | - A Brand
- Public Health Genomics, Department International Health, Maastricht University, Duboisdomain 30, 6229 GT, Maastricht, The Netherlands.,Professorial Fellow, UNU-MERIT (Maastricht Economic and Social Research Institute on Innovation and Technology), Maastricht University, Boschstraat 24, 6211 AX, Maastricht, The Netherlands.,Dr. TMA Pai Endowed Chair Public Health Genomics, Manipal University, Madhav Nagar, Manipal, Karnataka, 576104, India
| | - F Kainer
- Department of Obstetrics and Perinatal Medicine, Klinik Hallerwiese, St. Johannis-Mühlgasse 19, 90419, Nuremberg, Germany
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21
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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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