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Talukder P, Saha A, Roy S, Ghosh G, Roy DD, Barua S. Role of mi RNA in Phytoremediation of Heavy Metals and Metal Induced Stress Alleviation. Appl Biochem Biotechnol 2023; 195:5712-5729. [PMID: 37389725 DOI: 10.1007/s12010-023-04599-3] [Citation(s) in RCA: 3] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Accepted: 06/19/2023] [Indexed: 07/01/2023]
Abstract
Anthropogenic activities have contributed hugely in enhancing various types of environmental toxicity. One of these is higher accumulation of toxic heavy metals in soil and plant tissues. Although many heavy metals act as essential component for the growth and development of plants when present in low concentrations but at higher concentrations it becomes cytotoxic. Several innate mechanisms have evolved in plants to cope with it. In recent years the mechanism of using miRNA to combat metal induced toxicity has come to fore front. The miRNA or the microRNA regulates different physiological processes and induces a negative control in expressing the complementary target genes. The cleavage formation by post-transcriptional method and the inhibition of targeted translational mRNA are the two main procedures by which plant miRNAs function. The heavy and enhanced metal accumulation in plants has increased the production of different kinds of free radicals like reactive nitrogen and oxygen which damage the plants oxidatively. Several plant miRNA are capable of targeting and reducing the expression of those genes which are responsible for higher metal accumulation and storage. This can reduce the metal load and hence its negative impact on plant can also be reduced. This review depicts the biogenesis, the mode of action of miRNA, and the control mechanisms of miRNA in metal induced stress response in plant. A detailed review on the role of plant miRNA in alleviation of metal induced stress is discussed in this present study.
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Affiliation(s)
- Pratik Talukder
- Department of Biotechnology, University of Engineering and Management, Kolkata, University Area, Plot, Street Number 03, Action Area III, B/5, Newtown, West Bengal, 700156, Kolkata, India.
| | - Arunima Saha
- Department of Biotechnology, University of Engineering and Management, Kolkata, University Area, Plot, Street Number 03, Action Area III, B/5, Newtown, West Bengal, 700156, Kolkata, India
| | - Sohini Roy
- Department of Biotechnology, University of Engineering and Management, Kolkata, University Area, Plot, Street Number 03, Action Area III, B/5, Newtown, West Bengal, 700156, Kolkata, India
| | - Gargi Ghosh
- Department of Biotechnology, University of Engineering and Management, Kolkata, University Area, Plot, Street Number 03, Action Area III, B/5, Newtown, West Bengal, 700156, Kolkata, India
| | - Debshikha Dutta Roy
- Department of Biotechnology, University of Engineering and Management, Kolkata, University Area, Plot, Street Number 03, Action Area III, B/5, Newtown, West Bengal, 700156, Kolkata, India
| | - Snejuti Barua
- Department of Biotechnology, University of Engineering and Management, Kolkata, University Area, Plot, Street Number 03, Action Area III, B/5, Newtown, West Bengal, 700156, Kolkata, India
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Li H, Tahir ul Qamar M, Yang L, Liang J, You J, Wang L. Current Progress, Applications and Challenges of Multi-Omics Approaches in Sesame Genetic Improvement. Int J Mol Sci 2023; 24:3105. [PMID: 36834516 PMCID: PMC9965044 DOI: 10.3390/ijms24043105] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/19/2022] [Revised: 01/16/2023] [Accepted: 01/20/2023] [Indexed: 02/09/2023] Open
Abstract
Sesame is one of the important traditional oil crops in the world, and has high economic and nutritional value. Recently, due to the novel high throughput sequencing techniques and bioinformatical methods, the study of the genomics, methylomics, transcriptomics, proteomics and metabonomics of sesame has developed rapidly. Thus far, the genomes of five sesame accessions have been released, including white and black seed sesame. The genome studies reveal the function and structure of the sesame genome, and facilitate the exploitation of molecular markers, the construction of genetic maps and the study of pan-genomes. Methylomics focus on the study of the molecular level changes under different environmental conditions. Transcriptomics provide a powerful tool to study abiotic/biotic stress, organ development, and noncoding RNAs, and proteomics and metabonomics also provide some support in studying abiotic stress and important traits. In addition, the opportunities and challenges of multi-omics in sesame genetics breeding were also described. This review summarizes the current research status of sesame from the perspectives of multi-omics and hopes to provide help for further in-depth research on sesame.
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Affiliation(s)
- Huan Li
- Key Laboratory of Biology and Genetic Improvement of Oil Crops, Ministry of Agriculture, Oil Crops Research Institute, Chinese Academy of Agricultural Sciences, Wuhan 430062, China
| | - Muhammad Tahir ul Qamar
- Integrative Omics and Molecular Modeling Laboratory, Department of Bioinformatics and Biotechnology, Government College University Faisalabad (GCUF), Faisalabad 38000, Pakistan
| | - Li Yang
- Key Laboratory of Biology and Genetic Improvement of Oil Crops, Ministry of Agriculture, Oil Crops Research Institute, Chinese Academy of Agricultural Sciences, Wuhan 430062, China
| | - Junchao Liang
- Jiangxi Province Key Laboratory of Oil Crops Biology, Crop Research Institute, Nanchang Branch of National Center of Oil Crops Improvement, Jiangxi Academy of Agricultural Sciences, Nanchang 330000, China
| | - Jun You
- Key Laboratory of Biology and Genetic Improvement of Oil Crops, Ministry of Agriculture, Oil Crops Research Institute, Chinese Academy of Agricultural Sciences, Wuhan 430062, China
| | - Linhai Wang
- Key Laboratory of Biology and Genetic Improvement of Oil Crops, Ministry of Agriculture, Oil Crops Research Institute, Chinese Academy of Agricultural Sciences, Wuhan 430062, China
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Soleimani S, Valizadeh Arshad Z, Moradi S, Ahmadi A, Davarpanah SJ, Azimzadeh Jamalkandi S. Small regulatory noncoding RNAs in Drosophila melanogaster: biogenesis and biological functions. Brief Funct Genomics 2020; 19:309-323. [PMID: 32219422 DOI: 10.1093/bfgp/elaa005] [Citation(s) in RCA: 7] [Impact Index Per Article: 1.4] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/10/2019] [Revised: 02/15/2020] [Accepted: 02/19/2020] [Indexed: 02/06/2023] Open
Abstract
RNA interference (RNAi) is an important phenomenon that has diverse genetic regulatory functions at the pre- and posttranscriptional levels. The major trigger for the RNAi pathway is double-stranded RNA (dsRNA). dsRNA is processed to generate various types of major small noncoding RNAs (ncRNAs) that include microRNAs (miRNAs), small interfering RNAs (siRNAs) and PIWI-interacting RNAs (piRNAs) in Drosophila melanogaster (D. melanogaster). Functionally, these small ncRNAs play critical roles in virtually all biological systems and developmental pathways. Identification and processing of dsRNAs and activation of RNAi machinery are the three major academic interests that surround RNAi research. Mechanistically, some of the important biological functions of RNAi are achieved through: (i) supporting genomic stability via degradation of foreign viral genomes; (ii) suppressing the movement of transposable elements and, most importantly, (iii) post-transcriptional regulation of gene expression by miRNAs that contribute to regulation of epigenetic modifications such as heterochromatin formation and genome imprinting. Here, we review various routes of small ncRNA biogenesis, as well as different RNAi-mediated pathways in D. melanogaster with a particular focus on signaling pathways. In addition, a critical discussion of the most relevant and latest findings that concern the significant contribution of small ncRNAs to the regulation of D. melanogaster physiology and pathophysiology is presented.
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Tong X, Liu S. CPPred: coding potential prediction based on the global description of RNA sequence. Nucleic Acids Res 2019; 47:e43. [PMID: 30753596 PMCID: PMC6486542 DOI: 10.1093/nar/gkz087] [Citation(s) in RCA: 74] [Impact Index Per Article: 12.3] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/18/2018] [Revised: 01/26/2019] [Accepted: 02/01/2019] [Indexed: 11/12/2022] Open
Abstract
The rapid and accurate approach to distinguish between coding RNAs and ncRNAs has been playing a critical role in analyzing thousands of novel transcripts, which have been generated in recent years by next-generation sequencing technology. Previously developed methods CPAT, CPC2 and PLEK can distinguish coding RNAs and ncRNAs very well, but poorly distinguish between small coding RNAs and small ncRNAs. Herein, we report an approach, CPPred (coding potential prediction), which is based on SVM classifier and multiple sequence features including novel RNA features encoded by the global description. The CPPred can better distinguish not only between coding RNAs and ncRNAs, but also between small coding RNAs and small ncRNAs than the state-of-the-art methods due to the addition of the novel RNA features. A recent study proposes 1335 novel human coding RNAs from a large number of RNA-seq datasets. However, only 119 transcripts are predicted as coding RNAs by the CPPred. In fact, almost all proposed novel coding RNAs are ncRNAs (91.1%), which is consistent with previous reports. Remarkably, we also reveal that the global description of encoding features (T2, C0 and GC) plays an important role in the prediction of coding potential.
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Affiliation(s)
- Xiaoxue Tong
- School of Physics, Huazhong University of Science and Technology, Wuhan, Hubei 430074, China
| | - Shiyong Liu
- School of Physics, Huazhong University of Science and Technology, Wuhan, Hubei 430074, China
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A logic-based dynamic modeling approach to explicate the evolution of the central dogma of molecular biology. PLoS One 2017; 12:e0189922. [PMID: 29267315 PMCID: PMC5739447 DOI: 10.1371/journal.pone.0189922] [Citation(s) in RCA: 13] [Impact Index Per Article: 1.6] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/11/2017] [Accepted: 12/05/2017] [Indexed: 01/23/2023] Open
Abstract
It is nearly half a century past the age of the introduction of the Central Dogma (CD) of molecular biology. This biological axiom has been developed and currently appears to be all the more complex. In this study, we modified CD by adding further species to the CD information flow and mathematically expressed CD within a dynamic framework by using Boolean network based on its present-day and 1965 editions. We show that the enhancement of the Dogma not only now entails a higher level of complexity, but it also shows a higher level of robustness, thus far more consistent with the nature of biological systems. Using this mathematical modeling approach, we put forward a logic-based expression of our conceptual view of molecular biology. Finally, we show that such biological concepts can be converted into dynamic mathematical models using a logic-based approach and thus may be useful as a framework for improving static conceptual models in biology.
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Moolhuijzen P, Kulski JK, Dunn DS, Schibeci D, Barrero R, Gojobori T, Bellgard M. The transcript repeat element: the human Alu sequence as a component of gene networks influencing cancer. Funct Integr Genomics 2016; 10:307-19. [PMID: 20393868 DOI: 10.1007/s10142-010-0168-1] [Citation(s) in RCA: 14] [Impact Index Per Article: 1.6] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/10/2023]
Abstract
A small percentage (3%) of the 1.3 million copies of Alu sequences in the human genome is expressed individually or as part of various gene transcripts with potential regulatory and pathophysiological importance. In order to better understand the role of repetitive elements within transcripts, this review focuses on Alu-containing transcripts of normal and cancerous tissue in a transcriptome-wide survey of the H-Invitational human transcript database on 106,825 tissue-derived transcripts expressed at 29,979 loci. The Alu elements in transcripts of cancerous tissues are significantly underrepresented in comparison to those in normal tissues. In this review, we propose a model for Alu-mediated siRNA down-regulation of Alu-containing transcripts in cancer tissues. In cancer or other rapidly dividing tissues, hypomethylation of repeat element regions triggers the expression of transposon elements including Alu, which can potentially form double-stranded RNA molecules for use as templates to generate Alu-derived siRNAs (Alu-siRNAs). The generated Alu-siRNAs target endogenous messenger RNAs harbouring sequence similarity to Alu elements. This model correlates with the observation that there is substantial under-representation of Alu-containing mRNAs in cancer cells. This new perspective of gene regulation in disease conditions can provide a basis for starting to account for changes in complex gene network in cancer.
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Affiliation(s)
- Paula Moolhuijzen
- Centre for Comparative Genomics, School for Information Technology, Murdoch University, Murdoch, WA, Australia
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Fontenla S, Dell'Oca N, Smircich P, Tort JF, Siles-Lucas M. The miRnome of Fasciola hepatica juveniles endorses the existence of a reduced set of highly divergent micro RNAs in parasitic flatworms. Int J Parasitol 2015; 45:901-13. [PMID: 26432296 DOI: 10.1016/j.ijpara.2015.06.007] [Citation(s) in RCA: 20] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Key Words] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/22/2015] [Revised: 06/27/2015] [Accepted: 06/30/2015] [Indexed: 12/20/2022]
Abstract
The liver fluke Fasciola hepatica is a foodborne zoonotic parasite affecting livestock worldwide, with increasing relevance in human health. The first developmental stage that the host meets after ingestion of the parasite is the newly excysted juvenile, that actively transverses the gut wall and migrates to its final location in the liver. The regulation of the early developmental events in newly excysted juveniles is still poorly understood and a relevant target for control strategies. Here we investigated the putative involvement of small regulatory RNAs in the invasion process. The small RNA population of the newly excysted juvenile fall into two classes, one represented by micro (mi)RNAs and a secondary group of larger (32-33 nucleotides) tRNA-derived sequences. We identified 40 different miRNAs, most of those belonging to ancient miRNAs conserved in protostomes and metazoans, notably with a highly predominant miR-125b variant. Remarkably, several protostomian and metazoan conserved families were not detected in consonance with previous reports of drastic miRnome reduction in parasitic flatworms. Additionally, a set of five novel miRNAs was identified, probably associated with specific gene regulation expression needs in F. hepatica. While sequence conservation in mature miRNA is high across the metazoan tree, we observed that flatworm miRNAs are more divergent, suggesting that mutation rates in parasitic flatworms could be high. Finally, the distinctive presence of tRNA-derived sequences, mostly 5' tRNA halves of selected tRNAs in the small RNA population of newly excysted juveniles, raises the possibility that both miRNA and tRNA fragments participate in the regulation of gene expression in this parasite.
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Affiliation(s)
- Santiago Fontenla
- Departamento de Genética, Facultad de Medicina, Universidad de la República (UdelaR), Montevideo, Uruguay
| | - Nicolás Dell'Oca
- Departamento de Genética, Facultad de Medicina, Universidad de la República (UdelaR), Montevideo, Uruguay
| | - Pablo Smircich
- Departamento de Genética, Facultad de Medicina, Universidad de la República (UdelaR), Montevideo, Uruguay; Laboratorio de Interacciones Moleculares, Facultad de Ciencias, Universidad de la República (UdelaR), Montevideo, Uruguay
| | - José F Tort
- Departamento de Genética, Facultad de Medicina, Universidad de la República (UdelaR), Montevideo, Uruguay.
| | - Mar Siles-Lucas
- Instituto de Recursos Naturales y Agrobiología de Salamanca (IRNASA), Consejo Superior de Investigaciones Científicas (CSIC), Salamanca, Spain
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8
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Paul S, Datta SK, Datta K. miRNA regulation of nutrient homeostasis in plants. FRONTIERS IN PLANT SCIENCE 2015; 6:232. [PMID: 25914709 PMCID: PMC4392614 DOI: 10.3389/fpls.2015.00232] [Citation(s) in RCA: 84] [Impact Index Per Article: 8.4] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Subscribe] [Scholar Register] [Received: 12/10/2014] [Accepted: 03/23/2015] [Indexed: 05/02/2023]
Abstract
Small RNAs including micro RNAs (miRNA) play an indispensable role in cell signaling mechanisms. Generally, miRNAs that are 20-24 nucleotides long bind to specific complementary transcripts, attenuating gene expression at the post-transcriptional level or via translational inhibition. In plants, miRNAs have emerged as the principal regulator of various stress responses, including low nutrient availability. It has been reported that miRNAs are vital for maintaining nutrient homeostasis in plants by regulating the expression of transporters that are involved in nutrient uptake and mobilization. The present review highlights the role of various miRNAs in several macro- or micronutrient deficiencies in plants. Understanding the regulation of different transporters by miRNAs will aid in elucidating the underlying molecular signal transduction mechanisms during nutritional stress. Recent findings regarding nutrient related-miRNAs and their gene regulation machinery may delineate a novel platform for improving the nutritional status of cereal grains or crop biofortification programs in the future.
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Affiliation(s)
| | | | - Karabi Datta
- Translational Research Laboratory of Transgenic Rice, Department of Botany, University of CalcuttaKolkata, India
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Rajwanshi R, Chakraborty S, Jayanandi K, Deb B, Lightfoot DA. Orthologous plant microRNAs: microregulators with great potential for improving stress tolerance in plants. TAG. THEORETICAL AND APPLIED GENETICS. THEORETISCHE UND ANGEWANDTE GENETIK 2014; 127:2525-43. [PMID: 25256907 DOI: 10.1007/s00122-014-2391-y] [Citation(s) in RCA: 13] [Impact Index Per Article: 1.2] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 02/11/2014] [Accepted: 08/28/2014] [Indexed: 05/27/2023]
Abstract
Small RNAs that are highly conserved across many plant species are involved in stress responses. Plants are exposed to many types of unfavorable conditions during their life cycle that result in some degree of stress. Recent studies on microRNAs (miRNAs) have highlighted their great potential as regulators of stress tolerance in plants. One of the possible ways in which plants counter environmental stresses is by altering their gene expression by the action of miRNAs. miRNAs regulate the expression of target genes by hybridizing to their nascent reverse complementary sequences marking them for cleavage in the nucleus or translational repression in the cytoplasm. Some miRNAs have been reported to be key regulators in biotic as well as abiotic stress responses across many species. The present review highlights some of the regulatory roles of orthologous plant miRNAs in response to various types of stress conditions.
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Affiliation(s)
- Ravi Rajwanshi
- Genomics Core Facility, Department of Plant Soil and Agricultural Systems, Southern Illinois University at Carbondale, Carbondale, IL, 62901-4415, USA,
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Borna H, Imani S, Iman M, Azimzadeh Jamalkandi S. Therapeutic face of RNAi: in vivo challenges. Expert Opin Biol Ther 2014; 15:269-85. [PMID: 25399911 DOI: 10.1517/14712598.2015.983070] [Citation(s) in RCA: 42] [Impact Index Per Article: 3.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/11/2022]
Abstract
INTRODUCTION RNA interference is a sequence-specific gene silencing phenomenon in which small interfering RNAs (siRNAs) can trigger gene transcriptional and post-transcriptional silencing. This phenomenon represents an emerging therapeutic approach for in vivo studies by efficient delivery of specific synthetic siRNAs against diseases. Therefore, simultaneous development of synthetic siRNAs along with novel delivery techniques is considered as novel and interesting therapeutic challenges. AREAS COVERED This review provides a basic explanation to siRNA signaling pathways and their therapeutic challenges. Here, we provide a comprehensive explanation to failed and successful trials and their in vivo challenges. EXPERT OPINION Specific, efficient and targeted delivery of siRNAs is the major concern for their in vivo administrations. Also, anatomical barriers, drug stability and availability, immunoreactivity and existence of various delivery routes, different genetic backgrounds are major clinical challenges. However, successful administration of siRNA-based drugs is expected during foreseeable features. But, their systemic applications will depend on strong targeted drug delivery strategies.
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Affiliation(s)
- Hojat Borna
- Baqiyatallah University of Medical Sciences, Chemical Injuries Research Center , Tehran , Iran
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Begara-Morales JC, Sánchez-Calvo B, Luque F, Leyva-Pérez MO, Leterrier M, Corpas FJ, Barroso JB. Differential transcriptomic analysis by RNA-Seq of GSNO-responsive genes between Arabidopsis roots and leaves. PLANT & CELL PHYSIOLOGY 2014; 55:1080-95. [PMID: 24599390 DOI: 10.1093/pcp/pcu044] [Citation(s) in RCA: 83] [Impact Index Per Article: 7.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 05/18/2023]
Abstract
S-Nitrosoglutathione (GSNO) is a nitric oxide-derived molecule that can regulate protein function by a post-translational modification designated S-nitrosylation. GSNO has also been detected in different plant organs under physiological and stress conditions, and it can also modulate gene expression. Thirty-day-old Arabidopsis plants were grown under hydroponic conditions, and exogenous 1 mM GSNO was applied to the root systems for 3 h. Differential gene expression analyses were carried out both in roots and in leaves by RNA sequencing (RNA-seq). A total of 3,263 genes were identified as being modulated by GSNO. Most of the genes identified were associated with the mechanism of protection against stress situations, many of these having previously been identified as target genes of GSNO by array-based methods. However, new genes were identified, such as that for methionine sulfoxide reductase (MSR) in leaves or different miscellaneous RNA (miscRNA) genes in Arabidopsis roots. As a result, 1,945 GSNO-responsive genes expressed differently in leaves and roots were identified, and 114 of these corresponded exclusively to one of these organs. In summary, it is demonstrated that RNA-seq extends our knowledge of GSNO as a signaling molecule which differentially modulates gene expression in roots and leaves under non-stress conditions.
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Affiliation(s)
- Juan C Begara-Morales
- Group of Biochemistry and Cell Signalling in Nitric Oxide, Área de Bioquímica y Biología Molecular, Departamento de Biología Experimental, Facultad de Ciencias Experimentales, Campus Universitario 'Las Lagunillas' s/n, Universidad de Jaén, E-23071 Jaén, Spain
| | - Beatriz Sánchez-Calvo
- Group of Biochemistry and Cell Signalling in Nitric Oxide, Área de Bioquímica y Biología Molecular, Departamento de Biología Experimental, Facultad de Ciencias Experimentales, Campus Universitario 'Las Lagunillas' s/n, Universidad de Jaén, E-23071 Jaén, Spain
| | - Francisco Luque
- Group of Biochemistry and Cell Signalling in Nitric Oxide, Área de Bioquímica y Biología Molecular, Departamento de Biología Experimental, Facultad de Ciencias Experimentales, Campus Universitario 'Las Lagunillas' s/n, Universidad de Jaén, E-23071 Jaén, Spain
| | - María O Leyva-Pérez
- Group of Biochemistry and Cell Signalling in Nitric Oxide, Área de Bioquímica y Biología Molecular, Departamento de Biología Experimental, Facultad de Ciencias Experimentales, Campus Universitario 'Las Lagunillas' s/n, Universidad de Jaén, E-23071 Jaén, Spain
| | - Marina Leterrier
- Group of Antioxidants, Free Radicals and Nitric Oxide in Biotechnology, Food and Agriculture, Department of Biochemistry, Cell and Molecular Biology of Plants, Estación Experimental del Zaidín (EEZ), Consejo Superior de Investigaciones Científicas, E-18080 Granada, Spain
| | - Francisco J Corpas
- Group of Antioxidants, Free Radicals and Nitric Oxide in Biotechnology, Food and Agriculture, Department of Biochemistry, Cell and Molecular Biology of Plants, Estación Experimental del Zaidín (EEZ), Consejo Superior de Investigaciones Científicas, E-18080 Granada, Spain
| | - Juan B Barroso
- Group of Biochemistry and Cell Signalling in Nitric Oxide, Área de Bioquímica y Biología Molecular, Departamento de Biología Experimental, Facultad de Ciencias Experimentales, Campus Universitario 'Las Lagunillas' s/n, Universidad de Jaén, E-23071 Jaén, Spain
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Thiebaut F, Grativol C, Tanurdzic M, Carnavale-Bottino M, Vieira T, Motta MR, Rojas C, Vincentini R, Chabregas SM, Hemerly AS, Martienssen RA, Ferreira PCG. Differential sRNA regulation in leaves and roots of sugarcane under water depletion. PLoS One 2014; 9:e93822. [PMID: 24695493 PMCID: PMC3973653 DOI: 10.1371/journal.pone.0093822] [Citation(s) in RCA: 23] [Impact Index Per Article: 2.1] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/14/2013] [Accepted: 03/07/2014] [Indexed: 11/18/2022] Open
Abstract
Plants have developed multiple regulatory mechanisms to respond and adapt to stress. Drought stress is one of the major constraints to agricultural productivity worldwide and recent reports have highlighted the importance of plant sRNA in the response and adaptation to water availability. In order to increase our understanding of the roles of sRNA in response to water depletion, cultivars of sugarcane were submitted to treatment of ceasing drip irrigation for 24 hours. Deep sequencing analysis was carried out to identify the sRNA regulated in leaves and roots of sugarcane cultivars with different drought sensitivities. The pool of sRNA selected allowed the analysis of different sRNA classes (miRNA and siRNA). Twenty-eight and 36 families of conserved miRNA were identified in leaf and root libraries, respectively. Dynamic regulation of miRNA was observed and the expression profiles of eight miRNA were verified in leaf samples from three biological replicates by stem-loop qRT-PCR assay using the cultivars: SP90-1638--sensitive cultivar--and SP83-2847 and SP83-5073--tolerant cultivars. Altered miRNA regulation was correlated with changes in mRNA levels of specific targets. Two leaf libraries from individual sugarcane cultivars with contrasting drought-tolerance properties were also analyzed. An enrichment of 22-nt sRNA species was observed in leaf libraries. 22-nt miRNA triggered siRNA production by cleavage of their targets in response to water depletion. A number of genes of the sRNA biogenesis pathway were down-regulated in tolerant genotypes and up-regulated in sensitive in response to water depletion treatment. Our analysis contributes to increase the knowledge on the roles of sRNA in sugarcane submitted to water depletion.
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Affiliation(s)
- Flávia Thiebaut
- Laboratório de Biologia Molecular de Plantas, Instituto de Bioquímica Médica, Universidade Federal do Rio de Janeiro, Rio de Janeiro, Rio de Janeiro, Brazil
| | - Clícia Grativol
- Laboratório de Biologia Molecular de Plantas, Instituto de Bioquímica Médica, Universidade Federal do Rio de Janeiro, Rio de Janeiro, Rio de Janeiro, Brazil
| | - Milos Tanurdzic
- School of Biological Sciences, The University of Queensland, Brisbane St Lucia, Queensland, Australia
| | - Mariana Carnavale-Bottino
- Laboratório de Biologia Molecular de Plantas, Instituto de Bioquímica Médica, Universidade Federal do Rio de Janeiro, Rio de Janeiro, Rio de Janeiro, Brazil
| | - Tauan Vieira
- Laboratório de Biologia Molecular de Plantas, Instituto de Bioquímica Médica, Universidade Federal do Rio de Janeiro, Rio de Janeiro, Rio de Janeiro, Brazil
| | - Mariana Romeiro Motta
- Laboratório de Biologia Molecular de Plantas, Instituto de Bioquímica Médica, Universidade Federal do Rio de Janeiro, Rio de Janeiro, Rio de Janeiro, Brazil
| | - Cristian Rojas
- Universidade Federal da INTEGRAÇÃO Latino-Americana, Foz do Iguaçu, Paraná, Brazil
| | - Renato Vincentini
- Centro de Biologia Molecular e Engenharia Genética, Universidade Estadual de Campinas, Campinas, São Paulo, Brazil
| | - Sabrina Moutinho Chabregas
- Centro de Tecnologia Canavieira, Fazenda Santo Antônio – Laboratório de Biologia Molecular, Piracicaba, São Paulo, Brazil
| | - Adriana Silva Hemerly
- Laboratório de Biologia Molecular de Plantas, Instituto de Bioquímica Médica, Universidade Federal do Rio de Janeiro, Rio de Janeiro, Rio de Janeiro, Brazil
| | - Robert A. Martienssen
- Howard Hughes Medical Institute and Gordon and Betty Moore Foundation, Cold Spring Harbor Laboratory, Cold Spring Harbor, New York, United States of America
| | - Paulo Cavalcanti Gomes Ferreira
- Laboratório de Biologia Molecular de Plantas, Instituto de Bioquímica Médica, Universidade Federal do Rio de Janeiro, Rio de Janeiro, Rio de Janeiro, Brazil
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Oliver C, Santos JL, Pradillo M. On the role of some ARGONAUTE proteins in meiosis and DNA repair in Arabidopsis thaliana. FRONTIERS IN PLANT SCIENCE 2014; 5:177. [PMID: 24904598 PMCID: PMC4033075 DOI: 10.3389/fpls.2014.00177] [Citation(s) in RCA: 39] [Impact Index Per Article: 3.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Subscribe] [Scholar Register] [Received: 02/20/2014] [Accepted: 04/14/2014] [Indexed: 05/20/2023]
Abstract
In plants, small non-coding RNAs (≈20-30 nt) play a major role in a gene regulation mechanism that controls development, maintains heterochromatin and defends against viruses. However, their possible role in cell division (mitosis and meiosis) still remains to be ascertained. ARGONAUTE (AGO) proteins are key players in the different small RNA (sRNA) pathways. Arabidopsis contains 10 AGO proteins belonging to three distinct phylogenetic clades based on amino acid sequence, namely: AGO1/AGO5/AGO10, AGO2/AGO3/AGO7, and AGO4/AGO6/AGO8/AGO9. To gain new insights into the role of AGO proteins, we have focused our attention on AGO2, AGO5, and AGO9 by means of the analysis of plants carrying mutations in the corresponding genes. AGO2 plays a role in the natural cis-antisense (nat-siRNA) pathway and is required for an efficient DNA repair. On the other hand, AGO5, involved in miRNA (microRNA)-directed target cleavage, and AGO9, involved in RNA-directed DNA methylation (RdDM), are highly enriched in germline. On these grounds, we have analyzed the effects of these proteins on the meiotic process and also on DNA repair. It was confirmed that AGO2 is involved in DNA repair. In ago2-1 the mean cell chiasma frequency in pollen mother cells (PMCs) was increased relative to the wild-type (WT). ago5-4 showed a delay in germination time and a slight decrease in fertility, however the meiotic process and chiasma levels were normal. Meiosis in PMCs of ago9-1 was characterized by a high frequency of chromosome interlocks from pachytene to metaphase I, but chiasma frequency and fertility were normal. Genotoxicity assays have confirmed that AGO9 is also involved in somatic DNA repair.
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Affiliation(s)
- Cecilia Oliver
- *Correspondence: Cecilia Oliver, Departamento de Genética, Facultad de Biología, Universidad Complutense de Madrid, C/José Antonio Novais 2, 28040 Madrid, Spain e-mail:
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Yu X, Yang J, Li X, Liu X, Sun C, Wu F, He Y. Global analysis of cis-natural antisense transcripts and their heat-responsive nat-siRNAs in Brassica rapa. BMC PLANT BIOLOGY 2013; 13:208. [PMID: 24320882 PMCID: PMC4029752 DOI: 10.1186/1471-2229-13-208] [Citation(s) in RCA: 40] [Impact Index Per Article: 3.3] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 08/23/2013] [Accepted: 12/05/2013] [Indexed: 05/24/2023]
Abstract
BACKGROUND Brassica rapa includes several important leaf vegetable crops whose production is often damaged by high temperature. Cis-natural antisense transcripts (cis-NATs) and cis-NATs-derived small interfering RNAs (nat-siRNAs) play important roles in plant development and stress responses. However, genome-wide cis-NATs in B. rapa are not known. The NATs and nat-siRNAs that respond to heat stress have never been well studied in B. rapa. Here, we took advantage of RNA-seq and small RNA (sRNA) deep sequencing technology to identify cis-NATs and heat responsive nat-siRNAs in B. rapa. RESULTS Analyses of four RNA sequencing datasets revealed 1031 cis-NATs B. rapa ssp. chinensis cv Wut and B. rapa ssp. pekinensis cv. Bre. Based on sequence homology between Arabidopsis thaliana and B. rapa, 303 conserved cis-NATs in B. rapa were found to correspond to 280 cis-NATs in Arabidopsis; the remaining 728 novel cis-NATs were identified as Brassica-specific ones. Using six sRNA libraries, 4846 nat-siRNAs derived from 150 cis-NATs were detected. Differential expression analysis revealed that nat-siRNAs derived from 12 cis-NATs were responsive to heat stress, and most of them showed strand bias. Real-time PCR indicated that most of the transcripts generating heat-responsive nat-siRNAs were upregulated under heat stress, while the transcripts from the opposite strands of the same loci were downregulated. CONCLUSIONS Our results provide the first subsets of genome-wide cis-NATs and heat-responsive nat-siRNAs in B. rapa; these sRNAs are potentially useful for the genetic improvement of heat tolerance in B. rapa and other crops.
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Affiliation(s)
- Xiang Yu
- National Key Laboratory of Plant Molecular Genetics, Shanghai Institute of Plant Physiology and Ecology, Shanghai Institutes for Biological Sciences, Chinese Academy of Sciences, 300 Fenglin Road, Shanghai 200032, China
| | - Jun Yang
- National Key Laboratory of Plant Molecular Genetics, Shanghai Institute of Plant Physiology and Ecology, Shanghai Institutes for Biological Sciences, Chinese Academy of Sciences, 300 Fenglin Road, Shanghai 200032, China
| | - Xiaorong Li
- National Key Laboratory of Plant Molecular Genetics, Shanghai Institute of Plant Physiology and Ecology, Shanghai Institutes for Biological Sciences, Chinese Academy of Sciences, 300 Fenglin Road, Shanghai 200032, China
| | - Xuxin Liu
- National Key Laboratory of Plant Molecular Genetics, Shanghai Institute of Plant Physiology and Ecology, Shanghai Institutes for Biological Sciences, Chinese Academy of Sciences, 300 Fenglin Road, Shanghai 200032, China
| | - Chuanbao Sun
- National Key Laboratory of Plant Molecular Genetics, Shanghai Institute of Plant Physiology and Ecology, Shanghai Institutes for Biological Sciences, Chinese Academy of Sciences, 300 Fenglin Road, Shanghai 200032, China
| | - Feijie Wu
- National Key Laboratory of Plant Molecular Genetics, Shanghai Institute of Plant Physiology and Ecology, Shanghai Institutes for Biological Sciences, Chinese Academy of Sciences, 300 Fenglin Road, Shanghai 200032, China
| | - Yuke He
- National Key Laboratory of Plant Molecular Genetics, Shanghai Institute of Plant Physiology and Ecology, Shanghai Institutes for Biological Sciences, Chinese Academy of Sciences, 300 Fenglin Road, Shanghai 200032, China
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15
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Human RNAi pathway: crosstalk with organelles and cells. Funct Integr Genomics 2013; 14:31-46. [PMID: 24197738 DOI: 10.1007/s10142-013-0344-1] [Citation(s) in RCA: 8] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/06/2013] [Revised: 10/03/2013] [Accepted: 10/07/2013] [Indexed: 12/12/2022]
Abstract
Understanding gene regulation mechanisms has been a serious challenge in biology. As a novel mechanism, small non-coding RNAs are an alternative means of gene regulation in a specific and efficient manner. There are growing reports on regulatory roles of these RNAs including transcriptional gene silencing/activation and post-transcriptional gene silencing events. Also, there are several known small non-coding RNAs which all work through RNA interference pathway. Interestingly, these small RNAs are secreted from cells toward targeted cells presenting new communication approach in cell-cell or cell-organ signal transduction. In fact, understanding cellular and molecular basis of these pathways will strongly improve developing targeted therapies and potent and specific regulatory tools. This study will review some of the most recent findings in this subject and will introduce a super-pathway RNA interference-based small RNA silencing network.
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Lu J, Wu X, Hong M, Tobias P, Han J. A potential suppressive effect of natural antisense IL-1β RNA on lipopolysaccharide-induced IL-1β expression. THE JOURNAL OF IMMUNOLOGY 2013; 190:6570-8. [PMID: 23677478 DOI: 10.4049/jimmunol.1102487] [Citation(s) in RCA: 25] [Impact Index Per Article: 2.1] [Reference Citation Analysis] [Abstract] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 01/16/2023]
Abstract
Although more than half of genomic loci are believed to have antisense transcription, whether antisense transcription is involved in cytokine expression has not been studied. In this study, we show that some loci of innate immunity related genes do have antisense transcripts. We investigated the effect of several antisense RNAs, including anti-4-1BBL, anti-p100, and anti-IL-1β, on their cognate sense gene's expression in macrophages. We found that overexpression of antisense IL-1β transcript suppressed IL-1β expression. Anti-IL-1β is complementary to the sequence in the 5' upstream region of the IL-1β promoter. Its mediated inhibition of IL-1β production occurred at the transcriptional level. Anti-IL-1β did not alter the methylation status of the IL-1β promoter. However, chromatin immunoprecipitation assays revealed that the anti-IL-1β transcript can change the chromatin structure of the IL-1β promoter by decreasing H3K4 trimethylation on the promoter, which is at least part of the mechanism underlying the reduced binding of RNA polymerase II to the IL-1β promoter upon anti-IL-1β expression. Our data suggest that some antisense transcripts of innate immunity-related genes play a role by regulating cytokine expression.
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Affiliation(s)
- Jiawei Lu
- Department of Immunology and Microbial Science, The Scripps Research Institute, La Jolla, CA 92037, USA
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17
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Lin CS, Chen JJW, Huang YT, Hsu CT, Lu HC, Chou ML, Chen LC, Ou CI, Liao DC, Yeh YY, Chang SB, Shen SC, Wu FH, Shih MC, Chan MT. Catalog of Erycina pusilla miRNA and categorization of reproductive phase-related miRNAs and their target gene families. PLANT MOLECULAR BIOLOGY 2013; 82:193-204. [PMID: 23575662 DOI: 10.1007/s11103-013-0055-y] [Citation(s) in RCA: 19] [Impact Index Per Article: 1.6] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 11/13/2012] [Accepted: 03/30/2013] [Indexed: 05/10/2023]
Abstract
The orchid Erycina pusilla has a short life cycle and relatively low chromosome number, making it a potential model plant for orchid functional genomics. To that end, small RNAs (sRNAs) from different developmental stages of different organs were sequenced. In this miRNA mix, 33 annotated miRNA families and 110 putative miRNA-targeted transcripts were identified in E. pusilla. Fifteen E. pusilla miRNA target genes were found to be similar to those in other species. There were putative novel miRNAs identified by 3 different strategies. The genomic sequences of the four miRNAs that were identified using rice genome as the reference can form the stem loop structure. The t0000354 miRNA, identified using rice genome sequences and a Phalaenopsis study, had a high read count. The target gene of this miRNA is MADS (unigene30603), which belongs to the AP3-PI subfamily. The most abundant miRNA was E. pusilla miR156 (epu-miR156), orthologs of which work to maintain the vegetative phase by repressing the expression of the SQUAMOSA promoter-binding-like (SPL) transcription factors. Fifteen genes in the E. pusilla SPL (EpSPL) family were identified, nine of which contained the putative epu-miR156 target site. Target genes of epu-miR172, also a key regulator of developmental changes in the APETALA2 (EpAP2) family, were identified. Experiments using 5'RLM-RACE demonstrated that the genes EpSPL1, 2, 3, 4, 7, 9, 10, 14 and EpAP2-9, -10, -11 were regulated by epu-miR156 and epu-miR172, respectively.
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Affiliation(s)
- Choun-Sea Lin
- Agricultural Biotechnology Research Center, Academia Sinica, Taipei, Taiwan.
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18
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Widespread, abundant, and diverse TE-associated siRNAs in developing wheat grain. Gene 2013; 522:1-7. [PMID: 23562726 DOI: 10.1016/j.gene.2013.03.101] [Citation(s) in RCA: 17] [Impact Index Per Article: 1.4] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/07/2013] [Revised: 03/21/2013] [Accepted: 03/22/2013] [Indexed: 01/06/2023]
Abstract
Small RNAs related to RNA interference are key molecules in many developmental processes, in which they can both regulate developmental gene expression and maintain the integrity of the genome and epigenome. In plants, short interfering RNAs (siRNAs) of 24 nt in length are an abundant type of small RNA associated with transposable elements (TEs), other repetitive sequences, and viral defense. One means by which TE-associated siRNAs affect genome integrity is by altering chromatin structure through a process called RNA-directed DNA methylation (RdDM). In this paper, we describe a comparative survey of siRNAs from wheat seedling leaves, seedling roots, young spikelets, and grains at 8 and 15 days after pollination (DAP). We find that the general patterns of siRNA distributions are similar across different TEs and within TEs of the same family regardless of tissue, but the relative abundance of 24-nt siRNAs is highest in developing grains. We also find that TEs that are transcriptionally active in endosperm are associated with the highest siRNA abundance not only in grains, but also in other tissues as well. These results suggest that RdDM is an important feature of developing wheat grain and are consistent with the hypothesis that TE expression in endosperm results in increased TE siRNAs, and that RdDM is a conserved feature of plant seed development.
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de Lima JC, Loss-Morais G, Margis R. MicroRNAs play critical roles during plant development and in response to abiotic stresses. Genet Mol Biol 2012; 35:1069-77. [PMID: 23412556 PMCID: PMC3571433 DOI: 10.1590/s1415-47572012000600023] [Citation(s) in RCA: 77] [Impact Index Per Article: 5.9] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/21/2022] Open
Abstract
MicroRNAs (miRNAs) have been identified as key molecules in regulatory networks. The fine-tuning role of miRNAs in addition to the regulatory role of transcription factors has shown that molecular events during development are tightly regulated. In addition, several miRNAs play crucial roles in the response to abiotic stress induced by drought, salinity, low temperatures, and metals such as aluminium. Interestingly, several miRNAs have overlapping roles with regard to development, stress responses, and nutrient homeostasis. Moreover, in response to the same abiotic stresses, different expression patterns for some conserved miRNA families among different plant species revealed different metabolic adjustments. The use of deep sequencing technologies for the characterisation of miRNA frequency and the identification of new miRNAs adds complexity to regulatory networks in plants. In this review, we consider the regulatory role of miRNAs in plant development and abiotic stresses, as well as the impact of deep sequencing technologies on the generation of miRNA data.
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Affiliation(s)
- Júlio César de Lima
- Laboratório de Genomas e Populações de Plantas, Centro de Biotecnologia, Universidade Federal do Rio Grande do Sul, Porto Alegre, RS, Brazil. ; Laboratório de Fisiologia Vegetal, Departamento de Botânica, Instituto de Biologia, Universidade Federal do Rio Grande do Sul, Porto Alegre, RS, Brazil. ; Programa de Pósgraduação em Genética e Biologia Molecular, Universidade Federal do Rio Grande do Sul, Porto Alegre, RS, Brazil
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20
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Gielen H, Remans T, Vangronsveld J, Cuypers A. MicroRNAs in metal stress: specific roles or secondary responses? Int J Mol Sci 2012; 13:15826-47. [PMID: 23443096 PMCID: PMC3546664 DOI: 10.3390/ijms131215826] [Citation(s) in RCA: 53] [Impact Index Per Article: 4.1] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/01/2012] [Revised: 11/20/2012] [Accepted: 11/21/2012] [Indexed: 11/17/2022] Open
Abstract
In plants, microRNAs (miRNAs) control various biological processes by negatively regulating the expression of complementary target genes, either (1) post-transcriptionally by cleavage or translational inhibition of target mRNA, or (2) transcriptionally by methylation of target DNA. Besides their role in developmental processes, miRNAs are main players in stress responses, including metal stress responses. Exposure of plants to excess metal concentrations disturbs the cellular redox balance and enhances ROS accumulation, eventually leading to oxidative damage or signaling. Plants modify their gene expression by the activity of miRNAs in response to metal toxicity to regulate (1) complexation of excess metals, (2) defense against oxidative stress and (3) signal transduction for controlling various biological responses. This review focuses on the biogenesis, working mechanisms and functioning of miRNAs in plants. In a final part, our current knowledge on the regulatory roles of miRNAs in plant metal stress responses is highlighted, and whether stress-regulated miRNAs have specific roles or are secondary consequences is discussed.
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Affiliation(s)
- Heidi Gielen
- Centre for Environmental Sciences, Hasselt University, Agoralaan Building D, Diepenbeek 3590, Belgium; E-Mails: (H.G.); (T.R.); (J.V.)
| | - Tony Remans
- Centre for Environmental Sciences, Hasselt University, Agoralaan Building D, Diepenbeek 3590, Belgium; E-Mails: (H.G.); (T.R.); (J.V.)
| | - Jaco Vangronsveld
- Centre for Environmental Sciences, Hasselt University, Agoralaan Building D, Diepenbeek 3590, Belgium; E-Mails: (H.G.); (T.R.); (J.V.)
| | - Ann Cuypers
- Centre for Environmental Sciences, Hasselt University, Agoralaan Building D, Diepenbeek 3590, Belgium; E-Mails: (H.G.); (T.R.); (J.V.)
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21
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Stiller JW, Perry J, Rymarquis LA, Accerbi M, Green PJ, Prochnik S, Lindquist E, Chan CX, Yarish C, Lin S, Zhuang Y, Blouin NA, Brawley SH. MAJOR DEVELOPMENTAL REGULATORS AND THEIR EXPRESSION IN TWO CLOSELY RELATED SPECIES OF PORPHYRA (RHODOPHYTA)(1). JOURNAL OF PHYCOLOGY 2012; 48:883-96. [PMID: 27008999 DOI: 10.1111/j.1529-8817.2012.01138.x] [Citation(s) in RCA: 5] [Impact Index Per Article: 0.4] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 05/20/2023]
Abstract
Little is known about the genetic and biochemical mechanisms that underlie red algal development, for example, why the group failed to evolve complex parenchyma and tissue differentiation. Here we examined expressed sequence tag (EST) data from two closely related species, Porphyra umbilicalis (L.) J. Agardh and P. purpurea (Roth) C. Agardh, for conserved developmental regulators known from model eukaryotes, and their expression levels in several developmental stages. Genes for most major developmental families were present, including MADS-box and homeodomain (HD) proteins, SNF2 chromatin-remodelers, and proteins involved in sRNA biogenesis. Some of these genes displayed altered expression correlating with different life history stages or cell types. Notably, two ESTs encoding HD proteins showed eightfold higher expression in the P. purpurea sporophyte (conchocelis) than in the gametophyte (blade), whereas two MADS domain-containing paralogs showed significantly different patterns of expression in the conchocelis and blade respectively. These developmental gene families do not appear to have undergone the kinds of dramatic expansions in copy number found in multicellular land plants and animals, which are important for regulating developmental processes in those groups. Analyses of small RNAs did not validate the presence of miRNAs, but homologs of Argonaute were present. In general, it appears that red algae began with a similar molecular toolkit for directing development as did other multicellular eukaryotes, but probably evolved altered roles for many key proteins, as well as novel mechanisms yet to be discovered.
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Affiliation(s)
- John W Stiller
- Department of Biology, East Carolina University, Greenville, NC 27848, USADelaware Biotechnology Institute, Delaware Technology Park, Newark DE 19711, USADOE Joint Genomics Institute, Walnut Creek, CA 94598, USADepartment of Ecology, Evolution and Natural Resources, Rutgers University, New Brunswick, NJ 08901, USADepartment of Ecology and Evolutionary Biology, University of Connecticut, Stamford, CT, 06901, USADepartment of Marine Sciences, University of Connecticut, Groton, CT 06340, USASchool of Marine Science, University of Maine, Orono, ME 04469 USA
| | - Justin Perry
- Department of Biology, East Carolina University, Greenville, NC 27848, USADelaware Biotechnology Institute, Delaware Technology Park, Newark DE 19711, USADOE Joint Genomics Institute, Walnut Creek, CA 94598, USADepartment of Ecology, Evolution and Natural Resources, Rutgers University, New Brunswick, NJ 08901, USADepartment of Ecology and Evolutionary Biology, University of Connecticut, Stamford, CT, 06901, USADepartment of Marine Sciences, University of Connecticut, Groton, CT 06340, USASchool of Marine Science, University of Maine, Orono, ME 04469 USA
| | - Linda A Rymarquis
- Department of Biology, East Carolina University, Greenville, NC 27848, USADelaware Biotechnology Institute, Delaware Technology Park, Newark DE 19711, USADOE Joint Genomics Institute, Walnut Creek, CA 94598, USADepartment of Ecology, Evolution and Natural Resources, Rutgers University, New Brunswick, NJ 08901, USADepartment of Ecology and Evolutionary Biology, University of Connecticut, Stamford, CT, 06901, USADepartment of Marine Sciences, University of Connecticut, Groton, CT 06340, USASchool of Marine Science, University of Maine, Orono, ME 04469 USA
| | - Monica Accerbi
- Department of Biology, East Carolina University, Greenville, NC 27848, USADelaware Biotechnology Institute, Delaware Technology Park, Newark DE 19711, USADOE Joint Genomics Institute, Walnut Creek, CA 94598, USADepartment of Ecology, Evolution and Natural Resources, Rutgers University, New Brunswick, NJ 08901, USADepartment of Ecology and Evolutionary Biology, University of Connecticut, Stamford, CT, 06901, USADepartment of Marine Sciences, University of Connecticut, Groton, CT 06340, USASchool of Marine Science, University of Maine, Orono, ME 04469 USA
| | - Pamela J Green
- Department of Biology, East Carolina University, Greenville, NC 27848, USADelaware Biotechnology Institute, Delaware Technology Park, Newark DE 19711, USADOE Joint Genomics Institute, Walnut Creek, CA 94598, USADepartment of Ecology, Evolution and Natural Resources, Rutgers University, New Brunswick, NJ 08901, USADepartment of Ecology and Evolutionary Biology, University of Connecticut, Stamford, CT, 06901, USADepartment of Marine Sciences, University of Connecticut, Groton, CT 06340, USASchool of Marine Science, University of Maine, Orono, ME 04469 USA
| | - Simon Prochnik
- Department of Biology, East Carolina University, Greenville, NC 27848, USADelaware Biotechnology Institute, Delaware Technology Park, Newark DE 19711, USADOE Joint Genomics Institute, Walnut Creek, CA 94598, USADepartment of Ecology, Evolution and Natural Resources, Rutgers University, New Brunswick, NJ 08901, USADepartment of Ecology and Evolutionary Biology, University of Connecticut, Stamford, CT, 06901, USADepartment of Marine Sciences, University of Connecticut, Groton, CT 06340, USASchool of Marine Science, University of Maine, Orono, ME 04469 USA
| | - Erika Lindquist
- Department of Biology, East Carolina University, Greenville, NC 27848, USADelaware Biotechnology Institute, Delaware Technology Park, Newark DE 19711, USADOE Joint Genomics Institute, Walnut Creek, CA 94598, USADepartment of Ecology, Evolution and Natural Resources, Rutgers University, New Brunswick, NJ 08901, USADepartment of Ecology and Evolutionary Biology, University of Connecticut, Stamford, CT, 06901, USADepartment of Marine Sciences, University of Connecticut, Groton, CT 06340, USASchool of Marine Science, University of Maine, Orono, ME 04469 USA
| | - Cheong Xin Chan
- Department of Biology, East Carolina University, Greenville, NC 27848, USADelaware Biotechnology Institute, Delaware Technology Park, Newark DE 19711, USADOE Joint Genomics Institute, Walnut Creek, CA 94598, USADepartment of Ecology, Evolution and Natural Resources, Rutgers University, New Brunswick, NJ 08901, USADepartment of Ecology and Evolutionary Biology, University of Connecticut, Stamford, CT, 06901, USADepartment of Marine Sciences, University of Connecticut, Groton, CT 06340, USASchool of Marine Science, University of Maine, Orono, ME 04469 USA
| | - Charles Yarish
- Department of Biology, East Carolina University, Greenville, NC 27848, USADelaware Biotechnology Institute, Delaware Technology Park, Newark DE 19711, USADOE Joint Genomics Institute, Walnut Creek, CA 94598, USADepartment of Ecology, Evolution and Natural Resources, Rutgers University, New Brunswick, NJ 08901, USADepartment of Ecology and Evolutionary Biology, University of Connecticut, Stamford, CT, 06901, USADepartment of Marine Sciences, University of Connecticut, Groton, CT 06340, USASchool of Marine Science, University of Maine, Orono, ME 04469 USA
| | - Senjie Lin
- Department of Biology, East Carolina University, Greenville, NC 27848, USADelaware Biotechnology Institute, Delaware Technology Park, Newark DE 19711, USADOE Joint Genomics Institute, Walnut Creek, CA 94598, USADepartment of Ecology, Evolution and Natural Resources, Rutgers University, New Brunswick, NJ 08901, USADepartment of Ecology and Evolutionary Biology, University of Connecticut, Stamford, CT, 06901, USADepartment of Marine Sciences, University of Connecticut, Groton, CT 06340, USASchool of Marine Science, University of Maine, Orono, ME 04469 USA
| | - Yunyun Zhuang
- Department of Biology, East Carolina University, Greenville, NC 27848, USADelaware Biotechnology Institute, Delaware Technology Park, Newark DE 19711, USADOE Joint Genomics Institute, Walnut Creek, CA 94598, USADepartment of Ecology, Evolution and Natural Resources, Rutgers University, New Brunswick, NJ 08901, USADepartment of Ecology and Evolutionary Biology, University of Connecticut, Stamford, CT, 06901, USADepartment of Marine Sciences, University of Connecticut, Groton, CT 06340, USASchool of Marine Science, University of Maine, Orono, ME 04469 USA
| | - Nicolas A Blouin
- Department of Biology, East Carolina University, Greenville, NC 27848, USADelaware Biotechnology Institute, Delaware Technology Park, Newark DE 19711, USADOE Joint Genomics Institute, Walnut Creek, CA 94598, USADepartment of Ecology, Evolution and Natural Resources, Rutgers University, New Brunswick, NJ 08901, USADepartment of Ecology and Evolutionary Biology, University of Connecticut, Stamford, CT, 06901, USADepartment of Marine Sciences, University of Connecticut, Groton, CT 06340, USASchool of Marine Science, University of Maine, Orono, ME 04469 USA
| | - Susan H Brawley
- Department of Biology, East Carolina University, Greenville, NC 27848, USADelaware Biotechnology Institute, Delaware Technology Park, Newark DE 19711, USADOE Joint Genomics Institute, Walnut Creek, CA 94598, USADepartment of Ecology, Evolution and Natural Resources, Rutgers University, New Brunswick, NJ 08901, USADepartment of Ecology and Evolutionary Biology, University of Connecticut, Stamford, CT, 06901, USADepartment of Marine Sciences, University of Connecticut, Groton, CT 06340, USASchool of Marine Science, University of Maine, Orono, ME 04469 USA
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Yu X, Wang H, Lu Y, de Ruiter M, Cariaso M, Prins M, van Tunen A, He Y. Identification of conserved and novel microRNAs that are responsive to heat stress in Brassica rapa. JOURNAL OF EXPERIMENTAL BOTANY 2012; 63:1025-38. [PMID: 22025521 PMCID: PMC3254694 DOI: 10.1093/jxb/err337] [Citation(s) in RCA: 97] [Impact Index Per Article: 7.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 08/01/2011] [Revised: 09/22/2011] [Accepted: 09/27/2011] [Indexed: 05/18/2023]
Abstract
The species Brassica rapa includes various vegetable crops. Production of these vegetable crops is usually impaired by heat stress. Some microRNAs (miRNAs) in Arabidopsis have been considered to mediate gene silencing in plant response to abiotic stress. However, it remains unknown whether or what miRNAs play a role in heat resistance of B. rapa. To identify genomewide conserved and novel miRNAs that are responsive to heat stress in B. rapa, we defined temperature thresholds of non-heading Chinese cabbage (B. rapa ssp. chinensis) and constructed small RNA libraries from the seedlings that had been exposed to high temperature (46 °C) for 1 h. By deep sequencing and data analysis, we selected a series of conserved and novel miRNAs that responded to heat stress. In total, Chinese cabbage shares at least 35 conserved miRNA families with Arabidopsis thaliana. Among them, five miRNA families were responsive to heat stress. Northern hybridization and real-time PCR showed that the conserved miRNAs bra-miR398a and bra-miR398b were heat-inhibitive and guided heat response of their target gene, BracCSD1; and bra-miR156h and bra-miR156g were heat-induced and its putative target BracSPL2 was down-regulated. According to the criteria of miRNA and miRNA* that form a duplex, 21 novel miRNAs belonging to 19 miRNA families were predicted. Of these, four were identified to be heat-responsive by Northern blotting and/or expression analysis of the putative targets. The two novel miRNAs bra-miR1885b.3 and bra-miR5718 negatively regulated their putative target genes. 5'-Rapid amplification of cDNA ends PCR indicated that three novel miRNAs cleaved the transcripts of their target genes where their precursors may have evolved from. These results broaden our perspective on the important role of miRNA in plant responses to heat.
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Affiliation(s)
- Xiang Yu
- National Key Laboratory of Plant Molecular Genetics, Shanghai Institute of Plant Physiology and Ecology, Shanghai Institutes for Biological Sciences, Chinese Academy of Sciences, 300 Fenglin Road, Shanghai 200032, China
| | - Han Wang
- National Key Laboratory of Plant Molecular Genetics, Shanghai Institute of Plant Physiology and Ecology, Shanghai Institutes for Biological Sciences, Chinese Academy of Sciences, 300 Fenglin Road, Shanghai 200032, China
| | - Yizhen Lu
- James D.Watson Institute of Genome Sciences, Zhejiang University, 268 Kaixuan Road, Hangzhou 310012, China
| | - Marjo de Ruiter
- Keygene, N.V., Agro Business Park 90, 6708 PW Wageningen, The Netherlands
| | - Mike Cariaso
- Keygene, N.V., Agro Business Park 90, 6708 PW Wageningen, The Netherlands
| | - Marcel Prins
- Keygene, N.V., Agro Business Park 90, 6708 PW Wageningen, The Netherlands
| | - Arjen van Tunen
- Keygene, N.V., Agro Business Park 90, 6708 PW Wageningen, The Netherlands
| | - Yuke He
- National Key Laboratory of Plant Molecular Genetics, Shanghai Institute of Plant Physiology and Ecology, Shanghai Institutes for Biological Sciences, Chinese Academy of Sciences, 300 Fenglin Road, Shanghai 200032, China
- To whom correspondence should be addressed. E-mail:
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Pélissier T, Clavel M, Chaparro C, Pouch-Pélissier MN, Vaucheret H, Deragon JM. Double-stranded RNA binding proteins DRB2 and DRB4 have an antagonistic impact on polymerase IV-dependent siRNA levels in Arabidopsis. RNA (NEW YORK, N.Y.) 2011; 17:1502-10. [PMID: 21700726 PMCID: PMC3153974 DOI: 10.1261/rna.2680711] [Citation(s) in RCA: 25] [Impact Index Per Article: 1.8] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 02/22/2011] [Accepted: 05/20/2011] [Indexed: 05/17/2023]
Abstract
Biogenesis of the vast majority of plant siRNAs depends on the activity of the plant-specific RNA polymerase IV (PolIV) enzyme. As part of the RNA-dependent DNA methylation (RdDM) process, PolIV-dependent siRNAs (p4-siRNAs) are loaded onto an ARGONAUTE4-containing complex and guide de novo DNA methyltransferases to target loci. Here we show that the double-stranded RNA binding proteins DRB2 and DRB4 are required for proper accumulation of p4-siRNAs. In flowers, loss of DRB2 results in increased accumulation of p4-siRNAs but not ta-siRNAs, inverted repeat (IR)-derived siRNAs, or miRNA. Loss of DRB2 does not impair uniparental expression of p4-dependent siRNAs in developing endosperm, indicating that p4-siRNA increased accumulation is not the result of the activation of the polIV pathway in the male gametophyte. In contrast to drb2, drb4 mutants exhibit reduced p4-siRNA levels, but the extent of this reduction is variable, according to the nature and size of the p4-siRNAs. Loss of DRB4 also leads to a spectacular increase of p4-independent IR-derived 24-nt siRNAs, suggesting a reallocation of factors from p4-dependent to p4-independent siRNA pathways in drb4. Opposite effects of drb2 and drb4 mutations on the accumulation of p4-siRNAs were also observed in vegetative tissues. Moreover, transgenic plants overexpressing DRB2 mimicked drb4 mutants at the morphological and molecular levels, confirming the antagonistic roles of DRB2 and DRB4.
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Affiliation(s)
- Thierry Pélissier
- Université de Perpignan Via Domitia, CNRS UMR5096 LGDP, 66860 Perpignan Cedex, France
| | - Marion Clavel
- Université de Perpignan Via Domitia, CNRS UMR5096 LGDP, 66860 Perpignan Cedex, France
| | - Cristian Chaparro
- Université de Perpignan Via Domitia, CNRS UMR5096 LGDP, 66860 Perpignan Cedex, France
| | | | - Hervé Vaucheret
- Institut Jean-Pierre Bourgin, Unité Mixte de Recherche 1318, Institut National de la Recherche Agronomique, 78026 Versailles Cedex, France
| | - Jean-Marc Deragon
- Université de Perpignan Via Domitia, CNRS UMR5096 LGDP, 66860 Perpignan Cedex, France
- Corresponding author.E-mail
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24
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Bardou F, Merchan F, Ariel F, Crespi M. Dual RNAs in plants. Biochimie 2011; 93:1950-4. [PMID: 21824505 DOI: 10.1016/j.biochi.2011.07.028] [Citation(s) in RCA: 34] [Impact Index Per Article: 2.4] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/05/2011] [Accepted: 07/25/2011] [Indexed: 01/08/2023]
Abstract
Plants have remarkable developmental plasticity, and the same genotype can result in different phenotypes depending on environmental variation. Indeed, abiotic stresses or biotic interactions affect organogenesis and post-embryonic growth and significantly affect gene regulation. The large diversity of non-protein-coding RNAs (npcRNAs) and genes containing only short open reading frames that are expressed during plant growth and development, contribute to the regulation of gene expression. Certain npcRNAs code for oligopeptides and may possess additional biological activity linked to the RNA moiety. The ENOD40 gene is a dual RNA that is activated during a symbiotic interaction leading to root nodule organogenesis. Both the oligopeptides encoded by ENOD40 and the structured regions of the ENOD40 RNA have been shown to interact with different proteins in the cell to control enzymatic activities or induce the relocalisation of ribonucleoproteins, respectively. Other npcRNAs encode for small signalling peptides or are the precursors of small RNAs involved in post-transcriptional or transcriptional gene silencing. They may have RNA-related activities or encode peptides (or even larger proteins), and therefore act as dual RNAs. In addition, long natural antisense RNAs with a coding function and a regulatory RNA-mediated action that are expressed in response to abiotic stress in plants have been identified. In certain cases, these RNAs lead to the synthesis of nat-siRNAs, that are small RNAs derived from the overlapping double-stranded RNA region of natural antisense RNAs, which facilitates the silencing of complementary mRNAs. Finally, the advent of deep sequencing technologies has identified a large number of non-protein-coding RNAs in plants, which could be a large reservoir for dual RNAs.
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Affiliation(s)
- Florian Bardou
- Institut des Sciences du Végétal, Centre National de la Recherche Scientifique, 91198 Gif sur Yvette, France
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25
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Azimzadeh Jamalkandi S, Masoudi-Nejad A. RNAi pathway integration in Caenorhabditis elegans development. Funct Integr Genomics 2011; 11:389-405. [DOI: 10.1007/s10142-011-0236-1] [Citation(s) in RCA: 10] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/30/2011] [Revised: 06/12/2011] [Accepted: 06/28/2011] [Indexed: 01/07/2023]
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26
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Sequencing-based approaches reveal low ambient temperature-responsive and tissue-specific microRNAs in phalaenopsis orchid. PLoS One 2011; 6:e18937. [PMID: 21573107 PMCID: PMC3089612 DOI: 10.1371/journal.pone.0018937] [Citation(s) in RCA: 50] [Impact Index Per Article: 3.6] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/09/2011] [Accepted: 03/13/2011] [Indexed: 12/31/2022] Open
Abstract
Plant small RNAs (smRNAs) are short, non-coding RNA molecules that mediate RNA silencing and regulate a group of genes involved in plant development and responses to environmental stimuli. Low temperature is necessary to initiate stalk development in the orchid Phalaenopsis aphrodite subsp. formosana. To identify smRNAs in Phalaenopsis responding to low temperatures, a smRNA profiling analysis using high-throughput sequencing technology was performed. Subsequent bioinformatic analysis was applied to categorize the miRNAs identified. A total of 37,533,509 smRNA reads yielded 11,129 independent orchid miRNA sequences, representing 329 known miRNA families identified in other plant species. Because the genomic resources available for Phalaenopsis are limited, a transcriptomic database was established using deep sequencing data sets to identify miRNAs precursors and their target transcripts. Comparing small RNAs and the transcriptomic database, 14 putative miRNA precursors of 10 miRNA families were identified, as were hundreds of putative targets. Comparing sequencing data and smRNA northern hybridization results identified miR156, miR162, miR528 and miR535 as low temperature-induced miRNAs. In addition, tissue-specific expression of these miRNAs was investigated. It was concluded that miR156 and miR172 may be components of a regulatory pathway mediating transition from the vegetative to the reproductive phase in Phalaenopsis. The smRNA and transcriptomic databases could be the foundations for further research aimed at elucidating the control of the flowering time in orchids.
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27
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Spliceosomal RNA infrastructure: The Network of Splicing Components and Their Regulation by miRNAs. ADVANCES IN EXPERIMENTAL MEDICINE AND BIOLOGY 2011; 722:86-102. [DOI: 10.1007/978-1-4614-0332-6_6] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.2] [Reference Citation Analysis] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 12/30/2022]
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28
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Jouannet V, Crespi M. Long Nonprotein-Coding RNAs in Plants. PROGRESS IN MOLECULAR AND SUBCELLULAR BIOLOGY 2011; 51:179-200. [PMID: 21287139 DOI: 10.1007/978-3-642-16502-3_9] [Citation(s) in RCA: 9] [Impact Index Per Article: 0.6] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 12/19/2022]
Abstract
In recent years, nonprotein-coding RNAs (or npcRNAs) have emerged as a major part of the eukaryotic transcriptome. Many new regulatory npcRNAs or riboregulators riboregulators have been discovered and characterized due to the advent of new genomic approaches. This growing number suggests that npcRNAs could play a more important role than previously believed and significantly contribute to the generation of evolutionary complexity in multicellular organisms. Regulatory npcRNAs range from small RNAs (si/miRNAs) to very large transcripts (or long npcRNAs) and play diverse functions in development and/or environmental stress responses. Small RNAs include an expanding number of 20-40 nt RNAs that function in the regulation of gene expression by affecting mRNA decay and translational inhibition or lead to DNA methylation and gene silencing. They generally involve double-stranded RNA or stem loops and imply transcriptional or posttranscriptional gene silencing (PTGS). RNA silencing besides small interfering RNA and microRNA, gene silencing in plants is also mediated by tasiRNAs (trans-acting siRNAs) and nat-siRNAs (natural antisense mediated siRNAs). In contrast to small RNAs, much less is known about the large and diverse population of long npcRNAs, and only a few have been implicated in diverse functions such as abiotic stress responses, nodulation and flower development, and sex chromosome-specific expression. Moreover, many long npcRNAs act as antisense transcripts or are substrates of the small RNA pathways, thus interfering with a variety of RNA-related metabolisms. An emerging hypothesis is that long npcRNAs, as shown for small si/miRNAs, integrate into ribonucleoprotein particles (RNPs) to modulate their function, localization, or stability to act on target mRNAs. As plants show a remarkable developmental plasticity to adapt their growth to changing environmental conditions, understanding how npcRNAs work may reveal novel mechanisms involved in growth control and differentiation and help to design new tools for biotechnological applications.
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Affiliation(s)
- Virginie Jouannet
- Centre National de la Recherche Scientifique, Institut des Sciences du Végétal, 91198, Gif-sur-Yvette Cedex, France
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29
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Charon C, Moreno AB, Bardou F, Crespi M. Non-protein-coding RNAs and their interacting RNA-binding proteins in the plant cell nucleus. MOLECULAR PLANT 2010; 3:729-739. [PMID: 20603381 DOI: 10.1093/mp/ssq037] [Citation(s) in RCA: 19] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 05/29/2023]
Abstract
The complex responses of eukaryotic cells to external factors are governed by several transcriptional and post-transcriptional processes. Several of them occur in the nucleus and have been linked to the action of non-protein-coding RNAs (or npcRNAs), both long and small npcRNAs, that recently emerged as major regulators of gene expression. Regulatory npcRNAs acting in the nucleus include silencing-related RNAs, intergenic npcRNAs, natural antisense RNAs, and other aberrant RNAs resulting from the interplay between global transcription and RNA processing activities (such as Dicers and RNA-dependent polymerases). Generally, the resulting npcRNAs exert their regulatory effects through interactions with RNA-binding proteins (or RBPs) within ribonucleoprotein particles (or RNPs). A large group of RBPs are implicated in the silencing machinery through small interfering RNAs (siRNAs) and their localization suggests that several act in the nucleus to trigger epigenetic and chromatin changes at a whole-genome scale. Other nuclear RBPs interact with npcRNAs and change their localization. In the fission yeast, the RNA-binding Mei2p protein, playing pivotal roles in meiosis, interact with a meiotic npcRNA involved in its nuclear re-localization. Related processes have been identified in plants and the ENOD40 npcRNA was shown to re-localize a nuclear-speckle RBP from the nucleus to the cytoplasm in Medicago truncatula. Plant RBPs have been also implicated in RNA-mediated chromatin silencing in the FLC locus through interaction with specific antisense transcripts. In this review, we discuss the interactions between RBPs and npcRNAs in the context of nuclear-related processes and their implication in plant development and stress responses. We propose that these interactions may add a regulatory layer that modulates the interactions between the nuclear genome and the environment and, consequently, control plant developmental plasticity.
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Affiliation(s)
- Celine Charon
- University Paris-Sud, Institut de Biologie des Plantes, UMR8618, Orsay Cedex, F-91405, France
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30
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Yao Y, Ni Z, Peng H, Sun F, Xin M, Sunkar R, Zhu JK, Sun Q. Non-coding small RNAs responsive to abiotic stress in wheat (Triticum aestivum L.). Funct Integr Genomics 2010; 10:187-90. [PMID: 20217168 DOI: 10.1007/s10142-010-0163-6] [Citation(s) in RCA: 41] [Impact Index Per Article: 2.7] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/08/2009] [Revised: 01/23/2010] [Accepted: 01/31/2010] [Indexed: 11/30/2022]
Abstract
Plant small RNAs are emerging as significant components of epigenetic processes and of gene networks involved in development and homeostasis. In this paper, to identify small RNAs in wheat, 2,076 small RNAs were identified in a small RNA library from leaf, root, and spike. These small RNAs mapped to non-coding regions the CDS region of protein-coding genes and 5' UTR and 3' UTR regions. The expression of small RNAs in seedling leaves, roots, and spikes were analyzed by northern blot, which indicates that some small RNAs were responsive to abiotic stress treatments including heat, cold, salt and dehydration.
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Affiliation(s)
- Yingyin Yao
- Key Laboratory of Crop Heterosis and Utilization (MOE) and State Key Laboratory for Agrobiotechnology, China Agricultural University, Beijing, 100094, China
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