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Peng C, Zhang A, Wang Q, Song Y, Zhang M, Ding X, Li Y, Geng Q, Zhu C. Ultrahigh-activity immune inducer from Endophytic Fungi induces tobacco resistance to virus by SA pathway and RNA silencing. BMC PLANT BIOLOGY 2020; 20:169. [PMID: 32293278 PMCID: PMC7160901 DOI: 10.1186/s12870-020-02386-4] [Citation(s) in RCA: 21] [Impact Index Per Article: 4.2] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 12/22/2019] [Accepted: 04/05/2020] [Indexed: 05/07/2023]
Abstract
BACKGROUND Plant viruses cause severe economic losses in agricultural production. An ultrahigh activity plant immune inducer (i.e., ZhiNengCong, ZNC) was extracted from endophytic fungi, and it could promote plant growth and enhance resistance to bacteria. However, the antiviral function has not been studied. Our study aims to evaluate the antiviral molecular mechanisms of ZNC in tobacco. RESULTS Here, we used Potato X virus (PVX), wild-type tobacco and NahG transgenic tobacco as materials to study the resistance of ZNC to virus. ZNC exhibited a high activity in enhancing resistance to viruses and showed optimal use concentration at 100-150 ng/mL. ZNC also induced reactive oxygen species accumulation, increased salicylic acid (SA) content by upregulating the expression of phenylalanine ammonia lyase (PAL) gene and activated SA signaling pathway. We generated transcriptome profiles from ZNC-treated seedlings using RNA sequencing. The first GO term in biological process was positive regulation of post-transcriptional gene silencing, and the subsequent results showed that ZNC promoted RNA silencing. ZNC-sprayed wild-type leaves showed decreased infection areas, whereas ZNC failed to induce a protective effect against PVX in NahG leaves. CONCLUSION All results indicate that ZNC is an ultrahigh-activity immune inducer, and it could enhance tobacco resistance to PVX at low concentration by positively regulating the RNA silencing via SA pathway. The antiviral mechanism of ZNC was first revealed in this study, and this study provides a new antiviral bioagent.
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Affiliation(s)
- Chune Peng
- State Key Laboratory of Crop Biology, College of Life Sciences, Shandong Agricultural University, Tai'an, Shandong, 271018, P.R. China
| | - Ailing Zhang
- State Key Laboratory of Crop Biology, College of Life Sciences, Shandong Agricultural University, Tai'an, Shandong, 271018, P.R. China
| | - Qingbin Wang
- Shandong Pengbo Biotechnology Co., LTD, Tai'an, Shandong, 271018, P.R. China
- National Engineering Laboratory for Efficient Utilization of Soil and Fertilizer Resources; National Engineering & Technology Research Center for Slow and Controlled Release Fertilizers, College of Resources and Environment, Shandong Agricultural University, Tai'an, Shandong, 271018, P.R. China
| | - Yunzhi Song
- State Key Laboratory of Crop Biology, College of Life Sciences, Shandong Agricultural University, Tai'an, Shandong, 271018, P.R. China
| | - Min Zhang
- National Engineering Laboratory for Efficient Utilization of Soil and Fertilizer Resources; National Engineering & Technology Research Center for Slow and Controlled Release Fertilizers, College of Resources and Environment, Shandong Agricultural University, Tai'an, Shandong, 271018, P.R. China
| | - Xinhua Ding
- State Key Laboratory of Crop Biology, College of Plant Protection, Shandong Agricultural University, Tai'an, Shandong, 271018, P.R. China
| | - Yang Li
- Shandong Pengbo Biotechnology Co., LTD, Tai'an, Shandong, 271018, P.R. China
| | - Quanzheng Geng
- Shandong Pengbo Biotechnology Co., LTD, Tai'an, Shandong, 271018, P.R. China
| | - Changxiang Zhu
- State Key Laboratory of Crop Biology, College of Life Sciences, Shandong Agricultural University, Tai'an, Shandong, 271018, P.R. China.
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Samach A, Gurevich V, Avivi-Ragolsky N, Levy AA. The effects of AtRad52 over-expression on homologous recombination in Arabidopsis. THE PLANT JOURNAL : FOR CELL AND MOLECULAR BIOLOGY 2018; 95:30-40. [PMID: 29667244 DOI: 10.1111/tpj.13927] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 09/24/2017] [Revised: 03/20/2018] [Accepted: 03/22/2018] [Indexed: 06/08/2023]
Abstract
AtRad52 homologs are involved in DNA recombination and repair, but their precise functions in different homologous recombination (HR) pathways or in gene-targeting have not been analyzed. In order to facilitate our analyses, we generated an AtRad52-1A variant that had a stronger nuclear localization than the native gene thanks to the removal of the transit peptide for mitochondrial localization and to the addition of a nuclear localization signal. Over-expression of this variant increased HR in the nucleus, compared with the native AtRad52-1A: it increased intra-chromosomal recombination and synthesis-dependent strand-annealing HR repair rates; but conversely, it repressed the single-strand annealing pathway. The effect of AtRad52-1A over-expression on gene-targeting was tested with and without the expression of small RNAs generated from an RNAi construct containing homology to the target and donor sequences. True gene-targeting events at the Arabidopsis Cruciferin locus were obtained only when combining AtRad52-1A over-expression and target/donor-specific RNAi. This suggests that sequence-specific small RNAs might be involved in AtRad52-1A-mediated HR.
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Affiliation(s)
- Aviva Samach
- Department of Plant and Environmental Sciences, The Weizmann Institute of Science, Rehovot, Israel
| | - Vyacheslav Gurevich
- Department of Plant and Environmental Sciences, The Weizmann Institute of Science, Rehovot, Israel
| | - Naomi Avivi-Ragolsky
- Department of Plant and Environmental Sciences, The Weizmann Institute of Science, Rehovot, Israel
| | - Avraham A Levy
- Department of Plant and Environmental Sciences, The Weizmann Institute of Science, Rehovot, Israel
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3
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Zhou B, Bailey A, Niblett CL, Qu R. Control of brown patch (Rhizoctonia solani) in tall fescue (Festuca arundinacea Schreb.) by host induced gene silencing. PLANT CELL REPORTS 2016; 35:791-802. [PMID: 26800976 DOI: 10.1007/s00299-015-1921-7] [Citation(s) in RCA: 13] [Impact Index Per Article: 1.4] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 10/06/2015] [Revised: 11/19/2015] [Accepted: 12/09/2015] [Indexed: 06/05/2023]
Abstract
Transgenic tall fescue plants expressing RNAi constructs of essential genes of Rhizoctonia solani were resistant to R. solani. Tall fescue (Festuca arundinacea Schreb.) is an important turf and forage grass species widely used for home lawns and on golf courses in North Carolina and other transition zone states in the US. The most serious and frequently occurring disease of tall fescue is brown patch, caused by a basidiomycete fungus, Rhizoctonia solani. This research demonstrates resistance to brown patch disease achieved by the application of host induced gene silencing. We transformed tall fescue with RNAi constructs of four experimentally determined "essential" genes from R. solani (including genes encoding RNA polymerase, importin beta-1 subunit, Cohesin complex subunit Psm1, and a ubiquitin E3 ligase) to suppress expression of those genes inside the fungus and thus inhibit fungal infection. Four gene constructs were tested, and 19 transgenic plants were obtained, among which 12 plants had detectable accumulation of siRNAs of the target genes. In inoculation tests, six plants displayed significantly improved resistance against R. solani. Lesion size was reduced by as much as 90 %. Plants without RNAi accumulation did not show resistance. To our knowledge, this is the first case that RNAi constructs of pathogen genes introduced into a host plant can confer resistance against a necrotrophic fungus.
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Affiliation(s)
- Binbin Zhou
- Department of Crop Science, North Carolina State University, Raleigh, NC, 27695-7287, USA
- Omicsoft Corp., Cary, NC, 27513, USA
| | - Ana Bailey
- Venganza Inc., St. Augustine, FL, 32080, USA
| | - C L Niblett
- Venganza Inc., St. Augustine, FL, 32080, USA
| | - Rongda Qu
- Department of Crop Science, North Carolina State University, Raleigh, NC, 27695-7287, USA.
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4
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Schaeffer SM, Nakata PA. CRISPR/Cas9-mediated genome editing and gene replacement in plants: Transitioning from lab to field. PLANT SCIENCE : AN INTERNATIONAL JOURNAL OF EXPERIMENTAL PLANT BIOLOGY 2015; 240:130-42. [PMID: 26475194 DOI: 10.1016/j.plantsci.2015.09.011] [Citation(s) in RCA: 69] [Impact Index Per Article: 6.9] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 06/12/2015] [Revised: 09/09/2015] [Accepted: 09/09/2015] [Indexed: 05/22/2023]
Abstract
The CRISPR/Cas9 genome engineering system has ignited and swept through the scientific community like wildfire. Owing largely to its efficiency, specificity, and flexibility, the CRISPR/Cas9 system has quickly become the preferred genome-editing tool of plant scientists. In plants, much of the early CRISPR/Cas9 work has been limited to proof of concept and functional studies in model systems. These studies, along with those in other fields of biology, have led to the development of several utilities of CRISPR/Cas9 beyond single gene editing. Such utilities include multiplexing for inducing multiple cleavage events, controlling gene expression, and site specific transgene insertion. With much of the conceptual CRISPR/Cas9 work nearly complete, plant researchers are beginning to apply this gene editing technology for crop trait improvement. Before rational strategies can be designed to implement this technology to engineer a wide array of crops there is a need to expand the availability of crop-specific vectors, genome resources, and transformation protocols. We anticipate that these challenges will be met along with the continued evolution of the CRISPR/Cas9 system particularly in the areas of manipulation of large genomic regions, transgene-free genetic modification, development of breeding resources, discovery of gene function, and improvements upon CRISPR/Cas9 components. The CRISPR/Cas9 editing system appears poised to transform crop trait improvement.
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Affiliation(s)
- Scott M Schaeffer
- USDA/ARS Children's Nutrition Research Center, Department of Pediatrics, Baylor College of Medicine, Houston, TX 77030-2600, United States
| | - Paul A Nakata
- USDA/ARS Children's Nutrition Research Center, Department of Pediatrics, Baylor College of Medicine, Houston, TX 77030-2600, United States.
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Bi Z, Merl-Pham J, Uehlein N, Zimmer I, Mühlhans S, Aichler M, Walch AK, Kaldenhoff R, Palme K, Schnitzler JP, Block K. RNAi-mediated downregulation of poplar plasma membrane intrinsic proteins (PIPs) changes plasma membrane proteome composition and affects leaf physiology. J Proteomics 2015; 128:321-32. [PMID: 26248320 DOI: 10.1016/j.jprot.2015.07.029] [Citation(s) in RCA: 17] [Impact Index Per Article: 1.7] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/29/2015] [Revised: 07/16/2015] [Accepted: 07/23/2015] [Indexed: 11/19/2022]
Abstract
Plasma membrane intrinsic proteins (PIPs) are one subfamily of aquaporins that mediate the transmembrane transport of water. To reveal their function in poplar, we generated transgenic poplar plants in which the translation of PIP genes was downregulated by RNA interference investigated these plants with a comprehensive leaf plasma membrane proteome and physiome analysis. First, inhibition of PIP synthesis strongly altered the leaf plasma membrane protein composition. Strikingly, several signaling components and transporters involved in the regulation of stomatal movement were differentially regulated in transgenic poplars. Furthermore, hormonal crosstalk related to abscisic acid, auxin and brassinosteroids was altered, in addition to cell wall biosynthesis/cutinization, the organization of cellular structures and membrane trafficking. A physiological analysis confirmed the proteomic results. The leaves had wider opened stomata and higher net CO2 assimilation and transpiration rates as well as greater mesophyll conductance for CO2 (gm) and leaf hydraulic conductance (Kleaf). Based on these results, we conclude that PIP proteins not only play essential roles in whole leaf water and CO2 flux but have important roles in the regulation of stomatal movement.
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Affiliation(s)
- Zhen Bi
- Research Unit Environmental Simulation, Institute of Biochemical Plant Pathology, Helmholtz Zentrum München, Ingolstädter Landstr.1, 85764 Neuherberg, Germany
| | - Juliane Merl-Pham
- Research Unit Protein Science-Core Facility Proteomics, Helmholtz Zentrum München, Ingolstädter Landstr.1, 85764 Neuherberg, Germany
| | - Norbert Uehlein
- Institute of Applied Plant Science, University of Technology Darmstadt, Schnittspahndtr.10, 64287 Darmstadt, Germany
| | - Ina Zimmer
- Research Unit Environmental Simulation, Institute of Biochemical Plant Pathology, Helmholtz Zentrum München, Ingolstädter Landstr.1, 85764 Neuherberg, Germany
| | - Stefanie Mühlhans
- Research Unit Environmental Simulation, Institute of Biochemical Plant Pathology, Helmholtz Zentrum München, Ingolstädter Landstr.1, 85764 Neuherberg, Germany
| | - Michaela Aichler
- Research Unit Analytical Pathology, Helmholtz Zentrum München, Ingolstädter Landstr.1, 85764 Neuherberg, Germany
| | - Axel Karl Walch
- Research Unit Analytical Pathology, Helmholtz Zentrum München, Ingolstädter Landstr.1, 85764 Neuherberg, Germany
| | - Ralf Kaldenhoff
- Institute of Applied Plant Science, University of Technology Darmstadt, Schnittspahndtr.10, 64287 Darmstadt, Germany
| | - Klaus Palme
- BIOSS Centre for Biological Signalling Studies, ZBSA Centre for Biosystems Studies, Faculty of Biology, Schänzlestr. 1, University of Freiburg, 79104 Freiburg, Germany
| | - Jörg-Peter Schnitzler
- Research Unit Environmental Simulation, Institute of Biochemical Plant Pathology, Helmholtz Zentrum München, Ingolstädter Landstr.1, 85764 Neuherberg, Germany
| | - Katja Block
- Research Unit Environmental Simulation, Institute of Biochemical Plant Pathology, Helmholtz Zentrum München, Ingolstädter Landstr.1, 85764 Neuherberg, Germany.
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Ilardi V, Tavazza M. Biotechnological strategies and tools for Plum pox virus resistance: trans-, intra-, cis-genesis, and beyond. FRONTIERS IN PLANT SCIENCE 2015; 6:379. [PMID: 26106397 PMCID: PMC4458569 DOI: 10.3389/fpls.2015.00379] [Citation(s) in RCA: 27] [Impact Index Per Article: 2.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Subscribe] [Scholar Register] [Received: 03/31/2015] [Accepted: 05/12/2015] [Indexed: 05/19/2023]
Abstract
Plum pox virus (PPV) is the etiological agent of sharka, the most devastating and economically important viral disease affecting Prunus species. It is widespread in most stone fruits producing countries even though eradication and quarantine programs are in place. The development of resistant cultivars and rootstocks remains the most ecologically and economically suitable approach to achieve long-term control of sharka disease. However, the few PPV resistance genetic resources found in Prunus germplasm along with some intrinsic biological features of stone fruit trees pose limits for efficient and fast breeding programs. This review focuses on an array of biotechnological strategies and tools, which have been used, or may be exploited to confer PPV resistance. A considerable number of scientific studies clearly indicate that robust and predictable resistance can be achieved by transforming plant species with constructs encoding intron-spliced hairpin RNAs homologous to conserved regions of the PPV genome. In addition, we discuss how recent advances in our understanding of PPV biology can be profitably exploited to develop viral interference strategies. In particular, genetic manipulation of host genes by which PPV accomplishes its infection cycle already permits the creation of intragenic resistant plants. Finally, we review the emerging genome editing technologies based on ZFN, TALEN and CRISPR/Cas9 engineered nucleases and how the knockout of host susceptibility genes will open up next generation of PPV resistant plants.
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Affiliation(s)
- Vincenza Ilardi
- Centro di Ricerca per la Patologia Vegetale, Consiglio per la Ricerca in Agricoltura e l’Analisi dell’Economia Agraria, Rome, Italy
| | - Mario Tavazza
- UTAGRI Centro Ricerche Casaccia, Agenzia Nazionale per le Nuove Tecnologie, l’Energia e lo Sviluppo Economico Sostenibile, Rome, Italy
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7
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Mileshina D, Niazi AK, Wyszko E, Szymanski M, Val R, Valentin C, Barciszewski J, Dietrich A. Mitochondrial targeting of catalytic RNAs. Methods Mol Biol 2015; 1265:227-54. [PMID: 25634279 DOI: 10.1007/978-1-4939-2288-8_17] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.1] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/30/2023]
Abstract
Genetic transformation of mitochondria in multicellular eukaryotes has remained inaccessible, hindering fundamental investigations and applications to gene therapy or biotechnology. In this context, we have developed a strategy to target nuclear transgene-encoded RNAs into mitochondria in plants. We describe here mitochondrial targeting of trans-cleaving ribozymes destined to knockdown organelle RNAs for regulation studies and inverse genetics and biotechnological purposes. The design and functional assessment of chimeric RNAs combining the ribozyme and the mitochondrial shuttle are detailed, followed by all procedures to prepare constructs for in vivo expression, generate stable plant transformants, and establish target RNA knockdown in mitochondria.
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Affiliation(s)
- Daria Mileshina
- Institut de Biologie Moléculaire des Plantes, CNRS and Université de Strasbourg, 12 rue du Général Zimmer, 67084, Strasbourg, France
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8
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Dang TVT, Windelinckx S, Henry IM, De Coninck B, Cammue BPA, Swennen R, Remy S. Assessment of RNAi-induced silencing in banana (Musa spp.). BMC Res Notes 2014; 7:655. [PMID: 25230584 PMCID: PMC4177175 DOI: 10.1186/1756-0500-7-655] [Citation(s) in RCA: 5] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/01/2014] [Accepted: 09/11/2014] [Indexed: 12/18/2022] Open
Abstract
BACKGROUND In plants, RNA- based gene silencing mediated by small RNAs functions at the transcriptional or post-transcriptional level to negatively regulate target genes, repetitive sequences, viral RNAs and/or transposon elements. Post-transcriptional gene silencing (PTGS) or the RNA interference (RNAi) approach has been achieved in a wide range of plant species for inhibiting the expression of target genes by generating double-stranded RNA (dsRNA). However, to our knowledge, successful RNAi-application to knock-down endogenous genes has not been reported in the important staple food crop banana. RESULTS Using embryogenic cell suspension (ECS) transformed with ß-glucuronidase (GUS) as a model system, we assessed silencing of gusAINT using three intron-spliced hairpin RNA (ihpRNA) constructs containing gusAINT sequences of 299-nt, 26-nt and 19-nt, respectively. Their silencing potential was analysed in 2 different experimental set-ups. In the first, Agrobacterium-mediated co-transformation of banana ECS with a gusAINT containing vector and an ihpRNA construct resulted in a significantly reduced GUS enzyme activity 6-8 days after co-cultivation with either the 299-nt and 19-nt ihpRNA vectors. In the second approach, these ihpRNA constructs were transferred to stable GUS-expressing ECS and their silencing potential was evaluated in the regenerated in vitro plants. In comparison to control plants, transgenic plants transformed with the 299-nt gusAINT targeting sequence showed a 4.5 fold down-regulated gusA mRNA expression level, while GUS enzyme activity was reduced by 9 fold. Histochemical staining of plant tissues confirmed these findings. Northern blotting used to detect the expression of siRNA in the 299-nt ihpRNA vector transgenic in vitro plants revealed a negative relationship between siRNA expression and GUS enzyme activity. In contrast, no reduction in GUS activity or GUS mRNA expression occurred in the regenerated lines transformed with either of the two gusAINT oligo target sequences (26-nt and 19-nt). CONCLUSIONS RNAi-induced silencing was achieved in banana, both at transient and stable level, resulting in significant reduction of gene expression and enzyme activity. The success of silencing was dependent on the targeted region of the target gene. The successful generation of transgenic ECS for second transformation with (an)other construct(s) can be of value for functional genomics research in banana.
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MESH Headings
- Cell Line, Transformed
- Feasibility Studies
- Gene Expression Regulation, Plant
- Gene Knockdown Techniques
- Glucuronidase/genetics
- Glucuronidase/metabolism
- Musa/embryology
- Musa/enzymology
- Musa/genetics
- Plant Proteins/genetics
- Plant Proteins/metabolism
- Plants, Genetically Modified/embryology
- Plants, Genetically Modified/enzymology
- Plants, Genetically Modified/genetics
- RNA Interference
- RNA, Messenger/genetics
- RNA, Messenger/metabolism
- RNA, Plant/genetics
- RNA, Plant/metabolism
- RNA, Small Interfering/genetics
- RNA, Small Interfering/metabolism
- Time Factors
- Transfection
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Affiliation(s)
- Tuong Vi T Dang
- />Laboratory of Tropical Crop Improvement, Department of Biosystems, KU Leuven, Willem de Croylaan 42, 3001 Leuven, Belgium
| | - Saskia Windelinckx
- />Laboratory of Tropical Crop Improvement, Department of Biosystems, KU Leuven, Willem de Croylaan 42, 3001 Leuven, Belgium
| | - Isabelle M Henry
- />Department of Plant Biology and Genome Center, U.C.Davis, 451 E. Health Sciences Drive, Davis, CA 95616 USA
| | - Barbara De Coninck
- />Center of Microbial and Plant Genetics, Department of Microbial and Molecular Systems, KU Leuven, Kasteelpark Arenberg 20, 3001 Leuven, Belgium
- />Department of Plant Systems Biology, VIB, Technologiepark 927, 9052 Ghent, Belgium
| | - Bruno PA Cammue
- />Center of Microbial and Plant Genetics, Department of Microbial and Molecular Systems, KU Leuven, Kasteelpark Arenberg 20, 3001 Leuven, Belgium
- />Department of Plant Systems Biology, VIB, Technologiepark 927, 9052 Ghent, Belgium
| | - Rony Swennen
- />Laboratory of Tropical Crop Improvement, Department of Biosystems, KU Leuven, Willem de Croylaan 42, 3001 Leuven, Belgium
- />Bioversity International, Willem de Croylaan 42 bus 2455, 3001 Leuven, Belgium
- />International Institute of Tropical Agriculture, P.O. Box 10, Duluti, Arusha, Tanzania
| | - Serge Remy
- />Laboratory of Tropical Crop Improvement, Department of Biosystems, KU Leuven, Willem de Croylaan 42, 3001 Leuven, Belgium
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Liu Z, Gao S, Zhang S, Yang S, Sun N. Complex structures of transgene rearrangement implicate novel mechanisms of RNA-directed DNA methylation and convergent transcription. Genes Genomics 2014. [DOI: 10.1007/s13258-013-0147-8] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/27/2022]
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10
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Yuan C, Sun Y. RNA-CODE: a noncoding RNA classification tool for short reads in NGS data lacking reference genomes. PLoS One 2013; 8:e77596. [PMID: 24204885 PMCID: PMC3808423 DOI: 10.1371/journal.pone.0077596] [Citation(s) in RCA: 9] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/05/2013] [Accepted: 09/06/2013] [Indexed: 01/22/2023] Open
Abstract
The number of transcriptomic sequencing projects of various non-model organisms is still accumulating rapidly. As non-coding RNAs (ncRNAs) are highly abundant in living organism and play important roles in many biological processes, identifying fragmentary members of ncRNAs in small RNA-seq data is an important step in post-NGS analysis. However, the state-of-the-art ncRNA search tools are not optimized for next-generation sequencing (NGS) data, especially for very short reads. In this work, we propose and implement a comprehensive ncRNA classification tool (RNA-CODE) for very short reads. RNA-CODE is specifically designed for ncRNA identification in NGS data that lack quality reference genomes. Given a set of short reads, our tool classifies the reads into different types of ncRNA families. The classification results can be used to quantify the expression levels of different types of ncRNAs in RNA-seq data and ncRNA composition profiles in metagenomic data, respectively. The experimental results of applying RNA-CODE to RNA-seq of Arabidopsis and a metagenomic data set sampled from human guts demonstrate that RNA-CODE competes favorably in both sensitivity and specificity with other tools. The source codes of RNA-CODE can be downloaded at http://www.cse.msu.edu/~chengy/RNA_CODE.
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Affiliation(s)
- Cheng Yuan
- Department of Computer Science and Engineering, Michigan State University, East Lansing, Michigan, United States of America
| | - Yanni Sun
- Department of Computer Science and Engineering, Michigan State University, East Lansing, Michigan, United States of America
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11
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Li F, Zhang H, Sun Y, Pan Y, Zhou J, Wang J. Expanding the Genetic Code for Photoclick Chemistry inE. coli, Mammalian Cells, andA. thaliana. Angew Chem Int Ed Engl 2013. [DOI: 10.1002/ange.201303477] [Citation(s) in RCA: 12] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/06/2022]
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12
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Li F, Zhang H, Sun Y, Pan Y, Zhou J, Wang J. Expanding the Genetic Code for Photoclick Chemistry inE. coli, Mammalian Cells, andA. thaliana. Angew Chem Int Ed Engl 2013; 52:9700-4. [DOI: 10.1002/anie.201303477] [Citation(s) in RCA: 80] [Impact Index Per Article: 6.7] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/24/2013] [Revised: 06/24/2013] [Indexed: 12/25/2022]
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13
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Lei J, Techa-Angkoon P, Sun Y. Chain-RNA: a comparative ncRNA search tool based on the two-dimensional chain algorithm. IEEE/ACM TRANSACTIONS ON COMPUTATIONAL BIOLOGY AND BIOINFORMATICS 2013; 10:274-285. [PMID: 23929857 DOI: 10.1109/tcbb.2012.137] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 06/02/2023]
Abstract
Noncoding RNA (ncRNA) identification is highly important to modern biology. The state-of-the-art method for ncRNA identification is based on comparative genomics, in which evolutionary conservations of sequences and secondary structures provide important evidence for ncRNA search. For ncRNAs with low sequence conservation but high structural similarity, conventional local alignment tools such as BLAST yield low sensitivity. Thus, there is a need for ncRNA search methods that can incorporate both sequence and structural similarities. We introduce chain-RNA, a pairwise structural alignment tool that can effectively locate cross-species conserved RNA elements with low sequence similarity. In chain-RNA, stem-loop structures are extracted from dot plots generated by an efficient local-folding algorithm. Then, we formulate stem alignment as an extended 2D chain problem and employ existing chain algorithms. Chain-RNA is tested on a data set containing annotated ncRNA homologs and is applied to novel ncRNA search in a transcriptomic data set. The experimental results show that chain-RNA has better tradeoff between sensitivity and false positive rate in ncRNA prediction than conventional sequence similarity search tools and is more time efficient than structural alignment tools. The source codes of chain-RNA can be downloaded at http://sourceforge.net/projects/chain-rna/ or at http://www.cse.msu.edu/~leijikai/chain-rna/.
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Affiliation(s)
- Jikai Lei
- Michigan State University, East Lansing, MI 48824, USA
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14
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Lu S, Yang C, Chiang VL. Conservation and diversity of microRNA-associated copper-regulatory networks in Populus trichocarpa. JOURNAL OF INTEGRATIVE PLANT BIOLOGY 2011; 53:879-91. [PMID: 22013976 DOI: 10.1111/j.1744-7909.2011.01080.x] [Citation(s) in RCA: 33] [Impact Index Per Article: 2.4] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 05/22/2023]
Abstract
Plants develop important regulatory networks to adapt to the frequently-changing availability of copper (Cu). However, little is known about miRNA-associated Cu-regulatory networks in plant species other than Arabidopsis. Here, we report that Cu-responsive miRNAs in Populus trichocarpa (Torr. & Gray) include not only conserved miR397, miR398 and miR408, but also Populus-specific miR1444, suggesting the conservation and diversity of Cu-responsive miRNAs in plants. Copper-associated suppression of mature miRNAs is in company with the up-regulation of their target genes encoding Cu-containing proteins in Populus. The targets include miR397-targeted PtLAC5, PtLAC6 and PtLAC110a, miR398-targeted PtCSD1, PtCSD2a and PtCSD2b, miR408-targeted PtPCL1, PtPCL2, PtPCL3 and PtLAC4, and miR1444-targeted PtPPO3 and PtPPO6. Consistently, P. trichocarpa miR408 promoter-directed GUS gene expression is down-regulated by Cu in transgenic tobacco plants. Cu-response elements (CuREs) are found in the promoters of Cu-responsive miRNA genes. We identified 34 SQUAMOSA-promoter binding protein-like (SPL) genes, of which 17 are full-length PtSPL proteins or partial sequences with at least 300 amino acids. Phylogenetic analysis indicates that PtSPL3 and PtSPL4 are CuRE-binding proteins controlling Cu-responsive gene expression. Cu appears to be not involved in the regulation of these transcription factors because neither PtSPL3 nor PtSPL4 is Cu-regulated and no CuRE exists in their promoters.
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Affiliation(s)
- Shanfa Lu
- Medicinal Plant Cultivation Research Center, Institute of Medicinal Plant Development, Chinese Academy of Medical Sciences and Peking Union Medical College, Beijing 100193, China.
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15
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Achawanantakun R, Sun Y, Takyar SS. ncRNA consensus secondary structure derivation using grammar strings. J Bioinform Comput Biol 2011; 9:317-37. [PMID: 21523935 DOI: 10.1142/s0219720011005501] [Citation(s) in RCA: 4] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/02/2011] [Revised: 02/28/2011] [Accepted: 03/01/2011] [Indexed: 11/18/2022]
Abstract
Many noncoding RNAs (ncRNAs) function through both their sequences and secondary structures. Thus, secondary structure derivation is an important issue in today's RNA research. The state-of-the-art structure annotation tools are based on comparative analysis, which derives consensus structure of homologous ncRNAs. Despite promising results from existing ncRNA aligning and consensus structure derivation tools, there is a need for more efficient and accurate ncRNA secondary structure modeling and alignment methods. In this work, we introduce a consensus structure derivation approach based on grammar string, a novel ncRNA secondary structure representation that encodes an ncRNA's sequence and secondary structure in the parameter space of a context-free grammar (CFG) and a full RNA grammar including pseudoknots. Being a string defined on a special alphabet constructed from a grammar, grammar string converts ncRNA alignment into sequence alignment. We derive consensus secondary structures from hundreds of ncRNA families from BraliBase 2.1 and 25 families containing pseudoknots using grammar string alignment. Our experiments have shown that grammar string-based structure derivation competes favorably in consensus structure quality with Murlet and RNASampler. Source code and experimental data are available at http://www.cse.msu.edu/~yannisun/grammar-string.
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Affiliation(s)
- Rujira Achawanantakun
- Computer Science and Engineering Department, Michigan State University, East Lansing, Michigan 48824, USA
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16
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Kanneganti V, Gupta AK. RNAi mediated silencing of a wall associated kinase, OsiWAK1 in Oryza sativa results in impaired root development and sterility due to anther indehiscence: Wall Associated Kinases from Oryza sativa. PHYSIOLOGY AND MOLECULAR BIOLOGY OF PLANTS : AN INTERNATIONAL JOURNAL OF FUNCTIONAL PLANT BIOLOGY 2011; 17:65-77. [PMID: 23572996 PMCID: PMC3550565 DOI: 10.1007/s12298-011-0050-1] [Citation(s) in RCA: 19] [Impact Index Per Article: 1.4] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 05/04/2023]
Abstract
The Wall-Associated Kinase, one of the receptor-like kinase (RLK) gene families in plant, plays important roles in cell expansion, pathogen resistance and heavy metal stress tolerance in Arabidopsis thaliana. Here, we isolated a cDNA encoding a novel WAK from indica rice and designated as OsiWAK1 (Oryza sativa indica WAK-1). In this study, the RNAi construct with OsiWAK1 gene cloned in sense and antisense orientation separated by a functional intron under constitutive promoter, was introduced through biolistic gene gun method into the rice cultivar "IR-50" to determine the effect of OsiWAK1 transcript silencing on rice plant development. Examination of the transgenic plants reveals that OsiWAK1 transcript silencing in rice results in dwarf plants because of the reduction in the size of leaves, flag-leaves, internodes and panicle. The development of root primordia during germination, root hairs and lateral rooting was also effected. Microscopic analysis revealed that the decrease in size is due to reduction in the cell size but not the number of cells. In addition, the transgenic plants also exhibited sterile phenotype due to anther indehiscence and 40 % reduction in pollen viability. These data suggest that OsiWAK1 may play an important role in rice plant growth and development.
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Affiliation(s)
- Vydehi Kanneganti
- />Department of Plant Biotechnology, School of Biotechnology, Madurai Kamaraj University, Madurai, 625021 TamilNadu India
- />Department of Molecular Genetics, Weizmann Institute of Science, Rehovot, Israel
| | - Aditya Kumar Gupta
- />Department of Plant Biotechnology, School of Biotechnology, Madurai Kamaraj University, Madurai, 625021 TamilNadu India
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17
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Di Nicola-Negri E, Tavazza M, Salandri L, Ilardi V. Silencing of Plum pox virus 5'UTR/P1 sequence confers resistance to a wide range of PPV strains. PLANT CELL REPORTS 2010; 29:1435-44. [PMID: 20963442 DOI: 10.1007/s00299-010-0933-6] [Citation(s) in RCA: 15] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 08/01/2010] [Revised: 09/09/2010] [Accepted: 09/24/2010] [Indexed: 05/03/2023]
Abstract
An effective disease-control strategy should protect the host from the major economically important and geographically widespread variants of a pathogen. Plum pox virus (PPV) is the causal agent of sharka, the most devastating viral disease of Prunus species. We have shown previously that the hairpin RNA expression driven by h-UTR/P1, h-P1/HCPro, h-HCPro and h-HCPro/P3 constructs, derived from the PPV-M ISPaVe44 isolate, confers resistance to the homologous virus in Nicotiana benthamiana plants. Since the production of transgenic stone fruits and their evaluation for PPV resistance would take several years, the ISPaVe44-resistant plant lines were used to evaluate which construct would be the best candidate to be transferred to Prunus elite cultivars. To do that, nine PPV isolates of the D, M, Rec, EA and C strains originally collected from five Prunus species in different geographical areas, were typed by sequencing and used to challenge the transgenic N. benthamiana lines; 464 out of 464 virus-inoculated plants of lines h-UTR/P1, h-HCPro and h-HCPro/P3 showed complete and long-lasting resistance to the seven PPV isolates of D, M and Rec strains. Moreover, the h-UTR/P1 plants were also fully resistant to PPV-C and -EA isolates. Our data suggest that the h-UTR/P1 construct is of particular practical interest to obtain stone fruit plants resistant to the sharka disease.
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18
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Praveen S, Ramesh SV, Mishra AK, Koundal V, Palukaitis P. Silencing potential of viral derived RNAi constructs in Tomato leaf curl virus-AC4 gene suppression in tomato. Transgenic Res 2009; 19:45-55. [PMID: 19548101 DOI: 10.1007/s11248-009-9291-y] [Citation(s) in RCA: 41] [Impact Index Per Article: 2.6] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/12/2009] [Accepted: 05/26/2009] [Indexed: 11/25/2022]
Abstract
We investigated viral gene suppression in an infected tomato, by transforming it with RNA inhibition (RNAi) constructs derived from same viral gene. To develop RNAi constructs, conserved sequences ranging from 21 to 200 nt of the viral target AC4 gene of various viruses causing the tomato leaf curl disease were chosen. The double-stranded (ds)RNA producing constructs carry the sense and antisense portions of these sequences and are separated by different introns behind a constitutive promoter. We compared the levels of suppression of the viral target gene by transforming four different RNAi constructs with varied arm length of dsRNA. Gene silencing levels of the viral target gene were found to be directly proportional to the arm length of the dsRNA. We observed that dsRNA derived from longer arm-length constructs generating a pool of siRNAs that were more effective in targeting gene silencing. After transformation, one of the RNAi construct having a 21 nt arm-length produced aberrant phenotypes. These phenotypic anomalies may be due to unintended ('off-target') host transcript silencing. The unintended host transcript silencing showed modest reversion in the presence of the viral target gene. The findings presented here suggest that the arm length of dsRNA capable of producing a pool of diced siRNAs is more efficient in gene silencing, the effect of off-targeting siRNA is minimized in a pool, and off-targeting silencing can be minimized in the presence of target gene.
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Affiliation(s)
- Shelly Praveen
- Division of Plant Pathology, Indian Agriculture Research Institute, New Delhi, India.
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19
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Yan P, Shen W, Gao X, Duan J, Zhou P. Rapid one-step construction of hairpin RNA. Biochem Biophys Res Commun 2009; 383:464-8. [PMID: 19371727 DOI: 10.1016/j.bbrc.2009.04.036] [Citation(s) in RCA: 5] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/01/2009] [Accepted: 04/10/2009] [Indexed: 01/12/2023]
Abstract
Hairpin RNA (hpRNA) is commonly used for gene-function exploration and gene engineering. In this study, a novel method was developed to construct intron-containing hairpin RNA (ihpRNA) rapidly and efficiently based on Overlap Extension PCR (OE-PCR). This method, Mixed One-step OE-PCR (MOOE-PCR), can amplify two inverted repeats of DNA fragments and a spliceable intron in parallel, and then assemble them to generate ihpRNA constructs in the same tube without the purification of intermediate products. This method required a PCR process of 38-40 cycles and ordinary PCR reagents. A total of 10 ihpRNA constructs were amplified successfully using this method, with the stems ranging from 50bp to 484bp in length. Our results suggest that this novel method is a useful strategy for constructing ihpRNA.
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Affiliation(s)
- Pu Yan
- Key Laboratory of Tropical Crop Biotechnology, Ministry of Agriculture, Institute of Tropical Bioscience and Biotechnology, Chinese Academy of Tropical Agricultural Science, Haikou, 571101 Hainan, China
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20
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Costa AMSB, Mills PR, Bailey AM, Foster GD, Challen MP. Oligonucleotide sequences forming short self-complimentary hairpins can expedite the down-regulation of Coprinopsis cinerea genes. J Microbiol Methods 2008; 75:205-8. [PMID: 18616966 DOI: 10.1016/j.mimet.2008.06.006] [Citation(s) in RCA: 17] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/18/2008] [Revised: 05/15/2008] [Accepted: 06/03/2008] [Indexed: 11/17/2022]
Abstract
Gene silencing in fungi is often induced by dsRNA hairpin forming constructs the preparation of which can require multiple cloning steps. To simplify gene silencing in the filamentous fungi we have evaluated a high throughput cloning method for target sequences using the homobasidiomycete Coprinopsis cinerea, the GFP reporter and a commercially available vector system. The pSUPER RNAi System, which was developed for mammalian experiments, exploits the human H1 Polymerase III (Pol III) RNA gene promoter and expedites cloning/expression of specific user-defined oligonucleotide sequences to form short self-complimentary hairpins. Transformation of C. cinerea with pSUPER constructs harboring specific oligonucleotides (19 nt stem length) enabled recovery of transformants with reduced transcripts of the GFP transgene, that were less fluorescent in protein assays and microscopic phenotypes. This technological advance should expedite functional genomic studies in C. cinerea and has wider potential for utility in other homobasidiomycete and filamentous fungi.
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Affiliation(s)
- Ana M S B Costa
- Warwick HRI, University of Warwick, Wellesbourne, Warwickshire, CV35 9EF, UK
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21
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Wang MB, Helliwell CA, Wu LM, Waterhouse PM, Peacock WJ, Dennis ES. Hairpin RNAs derived from RNA polymerase II and polymerase III promoter-directed transgenes are processed differently in plants. RNA (NEW YORK, N.Y.) 2008; 14:903-13. [PMID: 18367720 PMCID: PMC2327362 DOI: 10.1261/rna.760908] [Citation(s) in RCA: 34] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 07/31/2007] [Accepted: 02/06/2008] [Indexed: 05/21/2023]
Abstract
RNA polymerase III (Pol III) as well as Pol II (35S) promoters are able to drive hairpin RNA (hpRNA) expression and induce target gene silencing in plants. siRNAs of 21 nt are the predominant species in a 35S Pol II line, whereas 24- and/or 22-nucleotide (nt) siRNAs are produced by a Pol III line. The 35S line accumulated the loop of the hpRNA, in contrast to full-length hpRNA in the Pol III line. These suggest that Pol II and Pol III-transcribed hpRNAs are processed by different pathways. One Pol III transgene produced only 24-nt siRNAs but silenced the target gene efficiently, indicating that the 24-nt siRNAs can direct mRNA degradation; specific cleavage was confirmed by 5' rapid amplification of cDNA ends (RACE). Both Pol II- and Pol III-directed hpRNA transgenes induced cytosine methylation in the target DNA. The extent of methylation is not correlated with the level of 21-nt siRNAs, suggesting that they are not effective inducers of DNA methylation. The promoter of a U6 transgene was significantly methylated, whereas the promoter of the endogenous U6 gene was almost free of cytosine methylation, suggesting that endogenous sequences are more resistant to de novo DNA methylation than are transgene constructs.
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MESH Headings
- Arabidopsis/genetics
- Arabidopsis/metabolism
- Base Sequence
- DNA Methylation
- DNA, Plant/genetics
- DNA, Plant/metabolism
- Gene Silencing
- Genes, Plant
- Oryza/genetics
- Oryza/metabolism
- Plants/genetics
- Plants/metabolism
- Plants, Genetically Modified
- Promoter Regions, Genetic
- RNA Polymerase II/genetics
- RNA Polymerase II/metabolism
- RNA Polymerase III/genetics
- RNA Polymerase III/metabolism
- RNA Processing, Post-Transcriptional
- RNA, Plant/genetics
- RNA, Plant/metabolism
- RNA, Small Interfering/genetics
- RNA, Small Interfering/metabolism
- Nicotiana/genetics
- Nicotiana/metabolism
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Affiliation(s)
- Ming-Bo Wang
- Commonwealth Scientific and Industrial Research Organisation Plant Industry, Canberra, Australian Capital Territory 2601, Australia.
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22
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Lu S, Li L, Yi X, Joshi CP, Chiang VL. Differential expression of three eucalyptus secondary cell wall-related cellulose synthase genes in response to tension stress. JOURNAL OF EXPERIMENTAL BOTANY 2008; 59:681-695. [PMID: 18281718 DOI: 10.1093/jxb/erm350] [Citation(s) in RCA: 16] [Impact Index Per Article: 0.9] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 05/25/2023]
Abstract
Trees constitute the majority of lignocellulosic biomass existing on our planet. Trees also serve as important feedstock materials for various industrial products. However, little is known about the regulatory mechanisms of cellulose synthase (CesA) genes of trees. Here, the cloning and characterization of three CesA genes (EgraCesA1, EgraCesA2, and EgraCesA3) from an economically important tree species, Eucalyptus grandis, are reported. All three genes were specifically expressed in xylem cells of eucalyptus undergoing secondary cell wall biosynthesis. The GUS gene, expressed under the control of the EgraCesA2 or EgraCesA3 promoter, was also localized in the secondary xylem in transgenic tobacco stems. However, the EgraCesA1 promoter alone or along with its 5'-UTR introns was insufficient to direct appropriate GUS expression. EgraCesA2 and EgraCesA3 gene expression was up-regulated in tension-stressed eucalyptus xylem cells. Accordingly, GUS expression directed by the EgraCesA2 or EgraCesA3 promoter was also up-regulated. EgraCesA1 had no such response. Thus, it is most unlikely that EgraCesA1 is a subunit of the EgraCesA2-EgraCesA3 complex. The presence of at least two types of cellulose biosynthesis machinery in wood formation is an important clue in deciphering the underpinnings of the perennial growth of trees in various environmental conditions. By analysing GUS gene expression directed by the EgraCesA3 promoter or its deletions, several negative and positive regulatory regions controlling gene expression in xylem or phloem were identified. Also a region which is likely to contain mechanical stress-responsive elements was deduced. These results will guide further studies on identifying cis-regulatory elements directing CesA gene transcription and wood formation regulatory networks.
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Affiliation(s)
- Shanfa Lu
- Forest Biotechnology Group, Department of Forestry and Environmental Resources, College of Natural Resources, North Carolina State University, Raleigh, NC 27695, USA.
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23
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Abstract
RNA silencing in plants is a natural defense system against foreign genetic elements including viruses. This natural antiviral mechanism has been adopted to develop virus-resistant plants through expression of virus-derived double-stranded RNAs or hairpin RNAs, which in turn are processed into small interfering RNAs (siRNAs) by the host's RNA silencing machinery. While these virus-specific siRNAs were shown to be a hallmark of the acquired virus resistance, the functionality of another set of the RNA silencing-related small RNAs, microRNAs (miRNAs), in engineering plant virus resistance has not been extensively explored. Here we show that expression of an artificial miRNA, targeting sequences encoding the silencing suppressor 2b of Cucumber mosaic virus (CMV), can efficiently inhibit 2b gene expression and protein suppressor function in transient expression assays and confer on transgenic tobacco plants effective resistance to CMV infection. Moreover, the resistance level conferred by the transgenic miRNA is well correlated to the miRNA expression level. Comparison of the anti-CMV effect of the artificial miRNA to that of a short hairpin RNA-derived small RNA targeting the same site revealed that the miRNA approach is superior to the approach using short hairpin RNA both in transient assays and in transgenic plants. Together, our data demonstrate that expression of virus-specific artificial miRNAs is an effective and predictable new approach to engineering resistance to CMV and, possibly, to other plant viruses as well.
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Affiliation(s)
- Jing Qu
- State Key Laboratory of Plant Genomics, Institute of Microbiology, Chinese Academy of Sciences, Beijing 100080, China
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24
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Xiao YH, Yin MH, Hou L, Pei Y. Direct amplification of intron-containing hairpin RNA construct from genomic DNA. Biotechniques 2006; 41:548, 550, 552. [PMID: 17140110 DOI: 10.2144/000112295] [Citation(s) in RCA: 10] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/23/2022] Open
Affiliation(s)
- Yue-Hua Xiao
- Biotechnology Research Center, Southwest University, Chongqing, PR China
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25
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Kohli A, Melendi PG, Abranches R, Capell T, Stoger E, Christou P. The Quest to Understand the Basis and Mechanisms that Control Expression of Introduced Transgenes in Crop Plants. PLANT SIGNALING & BEHAVIOR 2006; 1:185-95. [PMID: 19521484 PMCID: PMC2634025 DOI: 10.4161/psb.1.4.3195] [Citation(s) in RCA: 42] [Impact Index Per Article: 2.2] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Subscribe] [Scholar Register] [Received: 07/07/2006] [Accepted: 07/12/2006] [Indexed: 05/19/2023]
Abstract
We discuss mechanisms and factors that influence levels and stability of expressed heterologous proteins in crop plants. We have seen substantial progress in this field over the past two decades in model experimental organisms such as Arabidopsis and tobacco. There is no question such studies have resulted in furthering our understanding of key processes in the plant cell and the elaboration of sophisticated models to explain underlying mechanisms that might influence the fate, levels and stability of expression of recombinant heterologous proteins in plants. However, very often, such information is not applicable outside these laboratory experimental models. In order to generate a knowledge basis that can be used to achieve high levels and stability of heterologous proteins in relevant crop plants it is imperative to perform such studies on the target crops. With this in mind, we discuss key elements of the process at the DNA, RNA and protein levels. We believe it is essential to discuss recombinant protein production in crops in a holistic manner in order to develop a comprehensive knowledge base that will in turn serve plant biotechnology applications well.
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Affiliation(s)
- Ajay Kohli
- Institute for Research on Environment & Sustainability (IRES); University of Newcastle upon Tyne; Newcastle, UK
| | | | - Rita Abranches
- Instituto de Tecnologia Quimica e Biologica; Plant Cell Biology Laboratory; Oeiras, Portugal and Universidade Nova de Lisboa
| | | | - Eva Stoger
- Biology VII; RWTH Aachen; Aachen, Germany
| | - Paul Christou
- ICREA; Department de Produccio Vegetal I Ciencia Forestal; Lleida, Spain
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26
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Abstract
RNA silencing controls numerous developmental processes in eukaryotic organisms from fungi, plants, to animals. In plants as well as in animals, this system of RNA regulation functions as part of an immune response against invading viruses. From transitive RNA silencing to virus-induced gene silencing (VIGS), the systemic effects are proven to be the core of RNA silencing. This article reviews the latest advances in view of the effect of cellular RDR6, an RNA-dependent RNA polymerase (RdRp), on systemic RNA silencing, systemic virus silencing, and discusses the abilities of viral suppressors in modulating RNA silencing efficiency to establish effective infection.
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Affiliation(s)
- Qi Xie
- National Key Laboratory of Plant Genomics, Institute of Genetics and Developmental Biology, Chinese Academy of Sciences, Beijing 100101, PR China
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27
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Shi R, Chiang VL. Facile means for quantifying microRNA expression by real-time PCR. Biotechniques 2005; 39:519-25. [PMID: 16235564 DOI: 10.2144/000112010] [Citation(s) in RCA: 552] [Impact Index Per Article: 27.6] [Reference Citation Analysis] [Abstract] [MESH Headings] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/23/2022] Open
Abstract
MicroRNAs (miRNAs) are 20-24 nucleotide RNAs that are predicted to play regulatory roles in animals and plants. Here we report a simple and sensitive real-time PCR method for quantifying the expression of plant miRNAs. Total RNA, including miRNAs, was polyadenylated and reverse-transcribed with a poly(T) adapter into cDNAs for real-time PCR using the miRNA-specific forward primer and the sequence complementary to the poly(T) adapter as the reverse primer. Several Arabidopsis miRNA sequences were tested using SYBR Green reagent, demonstrating that this method, using as little as 100 pg total RNA, could readily discriminate the expression of miRNAs having asfew as one nucleotide sequence difference. This method also revealed miRNA tissue-specific expression patterns that cannot be resolved by Northern blot analysis and may therefore be widely useful for characterizing miRNA expression in plants as well as in animals.
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Affiliation(s)
- Rui Shi
- North Carolina State University, Raleigh, NC 27695-7247, USA
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28
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Watson JM, Fusaro AF, Wang M, Waterhouse PM. RNA silencing platforms in plants. FEBS Lett 2005; 579:5982-7. [PMID: 16139270 DOI: 10.1016/j.febslet.2005.08.014] [Citation(s) in RCA: 139] [Impact Index Per Article: 7.0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/05/2005] [Revised: 08/12/2005] [Accepted: 08/13/2005] [Indexed: 11/17/2022]
Abstract
Since the discovery of RNAi, its mechanism in plants and animals has been intensively studied, widely exploited as a research tool, and used for a number of potential commercial applications. In this article, we discuss the platforms for delivering RNAi in plants. We provide a brief background to these platforms and concentrate on discussing the more recent advances, comparing the RNAi technologies used in plants with those used in animals, and trying to predict the ways in which RNAi technologies may further develop.
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Affiliation(s)
- John M Watson
- CSIRO Plant Industry, P.O. Box 1600, Canberra ACT 2602, Australia
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29
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Lu S, Sun YH, Shi R, Clark C, Li L, Chiang VL. Novel and mechanical stress-responsive MicroRNAs in Populus trichocarpa that are absent from Arabidopsis. THE PLANT CELL 2005; 17:2186-203. [PMID: 15994906 PMCID: PMC1182482 DOI: 10.1105/tpc.105.033456] [Citation(s) in RCA: 416] [Impact Index Per Article: 20.8] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 05/03/2023]
Abstract
MicroRNAs (miRNAs) are small, noncoding RNAs that can play crucial regulatory roles in eukaryotes by targeting mRNAs for silencing. To test whether miRNAs play roles in the regulation of wood development in tree species, we isolated small RNAs from the developing xylem of Populus trichocarpa stems and cloned 22 miRNAs. They are the founding members of 21 miRNA gene families for 48 miRNA sequences, represented by 98 loci in the Populus genome. A majority of these miRNAs were predicted to target developmental- and stress/defense-related genes and possible functions associated with the biosynthesis of cell wall metabolites. Of the 21 P. trichocarpa miRNA families, 11 have sequence conservation in Arabidopsis thaliana but exhibited species-specific developmental expression patterns, suggesting that even conserved miRNAs may have different regulatory roles in different species. Most unexpectedly, the remaining 10 miRNAs, for which 17 predicted targets were experimentally validated in vivo, are absent from the Arabidopsis genome, suggesting possible roles in tree-specific processes. In fact, the expression of a majority of the cloned miRNAs was upregulated or downregulated in woody stems in a manner consistent with tree-specific corrective growth against tension and compression stresses, two constant mechanical loads in trees. Our results show that plant miRNAs can be induced by mechanical stress and may function in one of the most critical defense systems for structural and mechanical fitness.
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Affiliation(s)
| | | | | | | | | | - Vincent L. Chiang
- To whom correspondence should be addressed. E-mail ; fax 919-515-7801
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