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Dong Z, Zhan B, Li S. Selection and Validation of Reference Genes for Gene Expression Studies Using Quantitative Real-Time PCR in Prunus Necrotic Ringspot Virus-Infected Cucumis sativus. Viruses 2022; 14:v14061269. [PMID: 35746740 PMCID: PMC9227502 DOI: 10.3390/v14061269] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/30/2022] [Revised: 06/04/2022] [Accepted: 06/06/2022] [Indexed: 12/10/2022] Open
Abstract
Several members of the genus Ilarvirus infect fruit trees and are distributed worldwide. Prunus necrotic ringspot virus (PNRSV) is one of the most prevalent viruses, causing significant losses. Cucumissativus can be infected by several ilarviruses, leading to obvious symptoms, including PNRSV, which suggests that cucumbers could be good hosts for the study of the pathogenesis of ilarviruses. Real-time quantitative PCR is an optimal choice for studying gene expression because of its simplicity and its fast and high sensitivity, while its accuracy is highly dependent on the stability of the reference genes. In this study, we assessed the stability of eleven reference genes with geNorm, NormFinder, ΔCt method, BestKeeper, and the ranking software, RefFinder. The results indicated that the combined use of EF1α and F-BOX was the most accurate normalization method. In addition, the host genes AGO1, AGO4, and RDR6 were selected to test the reliability of the reference genes. This study provides useful information for gene expression analysis during PNRSV infection and will facilitate gene expression studies associated with ilarvirus infection.
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Affiliation(s)
- Zhenfei Dong
- State Key Laboratory for Biology of Plant Diseases and Insect Pests, Institute of Plant Protection, Chinese Academy of Agricultural Sciences, Beijing 100193, China;
- Department of Fruit Science, College of Horticulture, China Agricultural University, Beijing 100193, China
| | - Binhui Zhan
- State Key Laboratory for Biology of Plant Diseases and Insect Pests, Institute of Plant Protection, Chinese Academy of Agricultural Sciences, Beijing 100193, China;
- Correspondence: (B.Z.); (S.L.)
| | - Shifang Li
- State Key Laboratory for Biology of Plant Diseases and Insect Pests, Institute of Plant Protection, Chinese Academy of Agricultural Sciences, Beijing 100193, China;
- Correspondence: (B.Z.); (S.L.)
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2
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Song Y, Zhang S, Luo G, Shen Y, Li C, Zhu Y, Huang Q, Mou X, Tang X, Liu T, Wu S, Tong A, He Y, Bao R. Type II Antitoxin HigA Is a Key Virulence Regulator in Pseudomonas aeruginosa. ACS Infect Dis 2021; 7:2930-2940. [PMID: 34554722 DOI: 10.1021/acsinfecdis.1c00401] [Citation(s) in RCA: 14] [Impact Index Per Article: 3.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 02/08/2023]
Abstract
Bacterial type II toxin-antitoxin (TA) systems are abundant genetic elements and are involved in a diverse array of physiological processes. These systems encode an antitoxin protein that directly binds and effectively neutralizes the protein toxin. Recent studies have highlighted the key roles of type II TA modules in bacterial virulence and pathogenesis, but the underlying mechanisms remain unclear. Here, we investigated the antitoxin HigA in Pseudomonas aeruginosa infection. Proteomic analysis of the higA deletion strain revealed an enhanced expression of pathogenic proteins. We further verified that HigA negatively controlled T3SS and T6SS expression by directly interacting with the promoter regions of the regulators amrZ and exsA, respectively. In other words, the reversal of HigA-mediated transcriptional inhibition on stress stimulation could induce virulence genes. These findings confirm the crucial roles of the type II antitoxin in bacterial infection, which highlights the potential of the HigBA TA system as an antibacterial treatment target.
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Affiliation(s)
- Yingjie Song
- Center of Infectious Diseases, State Key Laboratory of Biotherapy, West China Hospital, Sichuan University and Collaborative Innovation Center, Chengdu 610093, China
| | - Siping Zhang
- Ministry of Education Key Laboratory of Cell Activities and Stress Adaptations, School of Life Sciences, Lanzhou University, Lanzhou 730000, P.R. China
| | - Guihua Luo
- Center of Infectious Diseases, State Key Laboratory of Biotherapy, West China Hospital, Sichuan University and Collaborative Innovation Center, Chengdu 610093, China
| | - Yalin Shen
- Center of Infectious Diseases, State Key Laboratory of Biotherapy, West China Hospital, Sichuan University and Collaborative Innovation Center, Chengdu 610093, China
| | - Changcheng Li
- Center of Infectious Diseases, State Key Laboratory of Biotherapy, West China Hospital, Sichuan University and Collaborative Innovation Center, Chengdu 610093, China
| | - Yibo Zhu
- Center of Infectious Diseases, State Key Laboratory of Biotherapy, West China Hospital, Sichuan University and Collaborative Innovation Center, Chengdu 610093, China
| | - Qin Huang
- Center of Infectious Diseases, State Key Laboratory of Biotherapy, West China Hospital, Sichuan University and Collaborative Innovation Center, Chengdu 610093, China
| | - Xingyu Mou
- Center of Infectious Diseases, State Key Laboratory of Biotherapy, West China Hospital, Sichuan University and Collaborative Innovation Center, Chengdu 610093, China
| | - Xinyue Tang
- Center of Infectious Diseases, State Key Laboratory of Biotherapy, West China Hospital, Sichuan University and Collaborative Innovation Center, Chengdu 610093, China
| | - Tonggen Liu
- Center of Infectious Diseases, State Key Laboratory of Biotherapy, West China Hospital, Sichuan University and Collaborative Innovation Center, Chengdu 610093, China
| | - Siying Wu
- Department of Laboratory Medicine, West China Hospital, Sichuan University, Chengdu 610044, China
| | - Aiping Tong
- Center of Infectious Diseases, State Key Laboratory of Biotherapy, West China Hospital, Sichuan University and Collaborative Innovation Center, Chengdu 610093, China
| | - Yongxing He
- Ministry of Education Key Laboratory of Cell Activities and Stress Adaptations, School of Life Sciences, Lanzhou University, Lanzhou 730000, P.R. China
| | - Rui Bao
- Center of Infectious Diseases, State Key Laboratory of Biotherapy, West China Hospital, Sichuan University and Collaborative Innovation Center, Chengdu 610093, China
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de Souza MR, Teixeira RC, Daúde MM, Augusto ANL, Ságio SA, de Almeida AF, Barreto HG. Comparative assessment of three RNA extraction methods for obtaining high-quality RNA from Candida viswanathii biomass. J Microbiol Methods 2021; 184:106200. [PMID: 33713728 DOI: 10.1016/j.mimet.2021.106200] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Key Words] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/23/2020] [Revised: 03/03/2021] [Accepted: 03/08/2021] [Indexed: 11/24/2022]
Abstract
Isolating high quality RNA is a limiting factor in molecular analysis, since it is the base for transcriptional studies. The RNA extraction method can directly affect the RNA quality and quantity, as well as, its overall cost. The industrial importance of the yeast genus Candida in several sectors comes from their capacity to produce Lipases. These enzymes are one of the main metabolites produced by some Candida species, and it has been shown that Candida yeast can biodegrade petroleum hydrocarbons and diesel oil from biosurfactants that they can produce, a feature that turns these organisms into potential combatants for bioremediation techniques. Thus, this study aimed to determine an efficient method for isolating high quality RNA from Candida viswanathii biomass. To achieve this aim, three different RNA extraction methods, TRIzol, Hot Acid Phenol, and CTAB (Cetyltrimethylammonium Bromide), were tested. The three tested methods allowed the isolation of high-quality RNA from C. viswanathii biomass and yielded suitable RNA quantity for carrying out RT-qPCR studies. In addition, all methods displayed high sensitivity for the expression analysis of the CvGPH1 gene through RT-qPCR, with TRIzol and CTAB showing the best results and the CTAB method displaying the best cost-benefit ratio (US$0.35/sample).
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Affiliation(s)
- Micaele Rodrigues de Souza
- Laboratory of Molecular Analysis, Department of Life Sciences, Federal University of Tocantins, Palmas, University Campus of Palmas, TO, Brazil
| | - Ronan Cristhian Teixeira
- Laboratory of Biotechnology, Food analysis, and Product Purification, Federal University of Tocantins, University Campus of Gurupi, TO, Brazil
| | - Matheus Martins Daúde
- Laboratory of Molecular Analysis, Department of Life Sciences, Federal University of Tocantins, Palmas, University Campus of Palmas, TO, Brazil
| | - Anderson Neiva Lopes Augusto
- Laboratory of Molecular Analysis, Department of Life Sciences, Federal University of Tocantins, Palmas, University Campus of Palmas, TO, Brazil
| | - Solange Aparecida Ságio
- Laboratory of Molecular Analysis, Department of Life Sciences, Federal University of Tocantins, Palmas, University Campus of Palmas, TO, Brazil
| | - Alex Fernando de Almeida
- Laboratory of Biotechnology, Food analysis, and Product Purification, Federal University of Tocantins, University Campus of Gurupi, TO, Brazil
| | - Horllys Gomes Barreto
- Laboratory of Molecular Analysis, Department of Life Sciences, Federal University of Tocantins, Palmas, University Campus of Palmas, TO, Brazil.
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Suchan DM, Bergsveinson J, Manzon L, Pierce A, Kryachko Y, Korber D, Tan Y, Tambalo DD, Khan NH, Whiting M, Yost CK. Transcriptomics reveal core activities of the plant growth-promoting bacterium Delftia acidovorans RAY209 during interaction with canola and soybean roots. Microb Genom 2020; 6:mgen000462. [PMID: 33151138 PMCID: PMC7725335 DOI: 10.1099/mgen.0.000462] [Citation(s) in RCA: 5] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/28/2020] [Accepted: 10/13/2020] [Indexed: 01/21/2023] Open
Abstract
The plant growth-promoting rhizobacterium Delftia acidovorans RAY209 is capable of establishing strong root attachment during early plant development at 7 days post-inoculation. The transcriptional response of RAY209 was measured using RNA-seq during early (day 2) and sustained (day 7) root colonization of canola plants, capturing RAY209 differentiation from a medium-suspended cell state to a strongly root-attached cell state. Transcriptomic data was collected in an identical manner during RAY209 interaction with soybean roots to explore the putative root colonization response to this globally relevant crop. Analysis indicated there is an increased number of significantly differentially expressed genes between medium-suspended and root-attached cells during early soybean root colonization relative to sustained colonization, while the opposite temporal pattern was observed for canola root colonization. Regardless of the plant host, root-attached RAY209 cells exhibited the least amount of differential gene expression between early and sustained root colonization. Root-attached cells of either canola or soybean roots expressed high levels of a fasciclin gene homolog encoding an adhesion protein, as well as genes encoding hydrolases, multiple biosynthetic processes, and membrane transport. Notably, while RAY209 ABC transporter genes of similar function were transcribed during attachment to either canola or soybean roots, several transporter genes were uniquely differentially expressed during colonization of the respective plant hosts. In turn, both canola and soybean plants expressed genes encoding pectin lyase and hydrolases - enzymes with purported function in remodelling extracellular matrices in response to RAY209 colonization. RAY209 exhibited both a core regulatory response and a planthost-specific regulatory response to root colonization, indicating that RAY209 specifically adjusts its cellular activities to adapt to the canola and soybean root environments. This transcriptomic data defines the basic RAY209 response as both a canola and soybean commercial crop and seed inoculant.
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Affiliation(s)
- Danae M. Suchan
- Department of Biology, University of Regina, Regina, SK, Canada
| | | | - Lori Manzon
- Department of Biology, University of Regina, Regina, SK, Canada
| | - Alexa Pierce
- Department of Biology, University of Regina, Regina, SK, Canada
- Lallemand Plant Care North America, Saskatoon, SK, Canada
| | - Yuriy Kryachko
- Department of Food and Bioproduct Sciences, University of Saskatchewan, Saskatoon, SK, Canada
| | - Darren Korber
- Department of Food and Bioproduct Sciences, University of Saskatchewan, Saskatoon, SK, Canada
| | - Yifang Tan
- Aquatic Crop Resource Development, National Research Council, Saskatoon, SK, Canada
| | | | - Nurul H. Khan
- Lallemand Plant Care North America, Saskatoon, SK, Canada
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Gluconacetobacter diazotrophicus Changes The Molecular Mechanisms of Root Development in Oryza sativa L. Growing Under Water Stress. Int J Mol Sci 2020; 21:ijms21010333. [PMID: 31947822 PMCID: PMC6981854 DOI: 10.3390/ijms21010333] [Citation(s) in RCA: 26] [Impact Index Per Article: 5.2] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/01/2019] [Revised: 12/31/2019] [Accepted: 01/02/2020] [Indexed: 01/19/2023] Open
Abstract
Background: Inoculation with Gluconacetobacter diazotrophicus has shown to influence root development in red rice plants, and more recently, the induced systemic tolerance (IST) response to drought was also demonstrated. The goal of this study was to evaluate the inoculation effect of G. diazotrophicus strain Pal5 on the amelioration of drought stress and root development in red rice (Oryza sativa L.). Methods: The experimental treatments consist of red rice plants inoculated with and without strain Pal5 in presence and absence of water restriction. Physiological, biochemical, and molecular analyses of plant roots were carried out, along with measurements of growth and biochemical components. Results: The plants showed a positive response to the bacterial inoculation, with root growth promotion and induction of tolerance to drought. An increase in the root area and higher levels of osmoprotectant solutes were observed in roots. Bacterial inoculation increased the drought tolerance and positively regulated certain root development genes against the water deficit in plants. Conclusion: G. diazotrophicus Pal5 strain inoculation favored red rice plants by promoting various root growth and developmental mechanisms against drought stress, enabling root development and improving biochemical composition.
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Yu Y, Chang D, Xu H, Zhang X, Pan L, Xu C, Huang B, Zhou H, Li J, Guo J, Liu C. The virulence of Streptococcus pneumoniae partially depends on dprA. Braz J Microbiol 2016; 48:225-231. [PMID: 28011228 PMCID: PMC5470456 DOI: 10.1016/j.bjm.2016.10.019] [Citation(s) in RCA: 5] [Impact Index Per Article: 0.6] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/05/2016] [Revised: 09/28/2016] [Accepted: 10/05/2016] [Indexed: 11/29/2022] Open
Abstract
Streptococcus pneumoniae is one of the most frequent opportunistic pathogens worldwide. DNA processing protein A (DprA) is an important factor involved in bacterial uptake and DNA integration into bacterial genome, but its role in S. pneumoniae virulence remains unclear. The aim of this study was to characterize the effects of the pneumococcal dprA gene on the pathogenesis of S. pneumoniae. To construct a dprA-deficient pneumococcal strain, the dprA gene of the S. pneumoniae strain D39 was inactivated. The virulence of this dprA-deficient strain, designated ΔD39, was compared with that of the wild-type strain by evaluating their respective capabilities to adhere to human pulmonary epithelial cells (PEC-A549) and by analyzing their choline-binding protein expression levels. In addition, the expression profiles of genes associated with virulence and host survival assays were also conducted with the mutant and the wild-type strain. Our results indicate that the capability of ΔD39 to adhere to the PEC-A549 airway cells was significantly lower (p < 0.01) compared with D39. Additionally, the 100-KD choline-binding protein was not detected in ΔD39. The addition of competence-stimulating peptide (CSP) lead to a significantly reduction of psaA mRNA expression in the dprA-deficient mutant and an increased level of psaA transcripts in the wild-type strain (p < 0.01). The median survival time of mice intraperitoneally infected with ΔD39 was significantly higher (p < 0.01) than that of mice infected with D39. The results of this study suggest that DprA has a significant effect on virulence characteristics of S. pneumoniae by influencing the expression of choline-binding protein and PsaA.
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Affiliation(s)
- Yi Yu
- Chinese PLA General Hospital, Nanlou Respiratory Diseases Department, Beijing, China
| | - De Chang
- Chinese PLA General Hospital, Nanlou Respiratory Diseases Department, Beijing, China; General Hospital of Chinese People's Armed Police Forces, Department of Respiratory Medicine, Beijing, China
| | - Huiwen Xu
- National Institute for Food and Drug Control, Institute for Medical Device Standardization Administration, Beijing, China
| | - Xuelin Zhang
- Chinese PLA General Hospital, Nanlou Respiratory Diseases Department, Beijing, China
| | - Lei Pan
- Chinese PLA General Hospital, Nanlou Respiratory Diseases Department, Beijing, China
| | - Chou Xu
- Chinese PLA General Hospital, Nanlou Respiratory Diseases Department, Beijing, China
| | - Bing Huang
- Chinese PLA General Hospital, Nanlou Respiratory Diseases Department, Beijing, China
| | - Hong Zhou
- Chinese PLA General Hospital, Nanlou Respiratory Diseases Department, Beijing, China
| | - Jia Li
- Chinese PLA General Hospital, Nanlou Respiratory Diseases Department, Beijing, China
| | - Jun Guo
- Chinese PLA General Hospital, Nanlou Respiratory Diseases Department, Beijing, China
| | - Changting Liu
- Chinese PLA General Hospital, Nanlou Respiratory Diseases Department, Beijing, China.
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7
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Holden NJ, Jackson RW, Schikora A. Editorial on plants as alternative hosts for human and animal pathogens. Front Microbiol 2015; 6:397. [PMID: 25983729 PMCID: PMC4415427 DOI: 10.3389/fmicb.2015.00397] [Citation(s) in RCA: 16] [Impact Index Per Article: 1.6] [Reference Citation Analysis] [Key Words] [Track Full Text] [Download PDF] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/25/2015] [Accepted: 04/17/2015] [Indexed: 11/16/2022] Open
Affiliation(s)
- Nicola J Holden
- Human and Animal Pathogen - Plant Interactions, The James Hutton Institute Dundee, UK
| | - Robert W Jackson
- School of Biological Sciences, University of Reading Reading, UK
| | - Adam Schikora
- Institute of Phytopathology and Applied Zoology, Justus Liebig University of Giessen Giessen, Germany
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8
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Redanz S, Podbielski A, Warnke P. Improved microbiological diagnostic due to utilization of a high-throughput homogenizer for routine tissue processing. Diagn Microbiol Infect Dis 2015; 82:189-93. [PMID: 25886816 DOI: 10.1016/j.diagmicrobio.2015.03.018] [Citation(s) in RCA: 16] [Impact Index Per Article: 1.6] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/12/2015] [Revised: 03/25/2015] [Accepted: 03/28/2015] [Indexed: 11/24/2022]
Abstract
Tissue specimens are valuable materials for microbiological diagnostics and require swift and accurate processing. Established processing methods are complex, labor intensive, hardly if at all standardizable, and prone to incorporate contaminants. To improve analyses from tissue samples in routine microbiological diagnostics, by facilitating, fastening, and standardizing processing as well as increasing the microbial yield, performance of Precellys 24 high-throughput tissue homogenizer was evaluated. Therefore, tissue samples were artificially inoculated with Staphylococcus aureus, Escherichia coli, and Candida albicans in 3 different ways on the surface and within the material. Microbial yield from homogenized samples was compared to direct plating method. Further, as proof of principle, routine tissue samples from knee and hip endoprosthesis infections were analyzed. The process of tissue homogenization with Precellys 24 homogenizer is easy and fast to perform and allows for a high degree of standardization. Microbial yield after homogenization was significantly higher as compared to conventional plating technique.
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Affiliation(s)
- Sylvio Redanz
- Institute of Medical Microbiology, Virology, and Hygiene, Rostock University Hospital, Rostock, Germany
| | - Andreas Podbielski
- Institute of Medical Microbiology, Virology, and Hygiene, Rostock University Hospital, Rostock, Germany
| | - Philipp Warnke
- Institute of Medical Microbiology, Virology, and Hygiene, Rostock University Hospital, Rostock, Germany.
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