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Ahmad M. Genomics and transcriptomics to protect rice ( Oryza sativa. L.) from abiotic stressors: -pathways to achieving zero hunger. FRONTIERS IN PLANT SCIENCE 2022; 13:1002596. [PMID: 36340401 PMCID: PMC9630331 DOI: 10.3389/fpls.2022.1002596] [Citation(s) in RCA: 6] [Impact Index Per Article: 3.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Subscribe] [Scholar Register] [Received: 07/25/2022] [Accepted: 09/29/2022] [Indexed: 06/16/2023]
Abstract
More over half of the world's population depends on rice as a major food crop. Rice (Oryza sativa L.) is vulnerable to abiotic challenges including drought, cold, and salinity since it grown in semi-aquatic, tropical, or subtropical settings. Abiotic stress resistance has bred into rice plants since the earliest rice cultivation techniques. Prior to the discovery of the genome, abiotic stress-related genes were identified using forward genetic methods, and abiotic stress-tolerant lines have developed using traditional breeding methods. Dynamic transcriptome expression represents the degree of gene expression in a specific cell, tissue, or organ of an individual organism at a specific point in its growth and development. Transcriptomics can reveal the expression at the entire genome level during stressful conditions from the entire transcriptional level, which can be helpful in understanding the intricate regulatory network relating to the stress tolerance and adaptability of plants. Rice (Oryza sativa L.) gene families found comparatively using the reference genome sequences of other plant species, allowing for genome-wide identification. Transcriptomics via gene expression profiling which have recently dominated by RNA-seq complements genomic techniques. The identification of numerous important qtl,s genes, promoter elements, transcription factors and miRNAs involved in rice response to abiotic stress was made possible by all of these genomic and transcriptomic techniques. The use of several genomes and transcriptome methodologies to comprehend rice (Oryza sativa, L.) ability to withstand abiotic stress have been discussed in this review.
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Affiliation(s)
- Mushtaq Ahmad
- Visiting Scientist Plant Sciences, University of Nebraska, Lincoln, NE, United States
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Soltanpour S, Tarinejad A, Hasanpur K, Majidi M. A meta-analysis of microarray data revealed hub genes and transcription factors involved in drought stress response in rice ( Oryza sativa L.). FUNCTIONAL PLANT BIOLOGY : FPB 2022; 49:898-916. [PMID: 35798354 DOI: 10.1071/fp22028] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 02/16/2022] [Accepted: 06/21/2022] [Indexed: 06/15/2023]
Abstract
Although there are various studies attempted to clarify the genetic mechanism of plant response to drought stress that reduces crop yield, a meta-analysis can integrate the results of them to provide a better picture of the issue. Therefore, in this study, several microarray datasets of rice were meta-analysed under drought stress and normal condition using the R packages. Accordingly, differentially expressed genes (meta-DEGs) were identified. The results showed 643 and 677 upregulated and downregulated genes, respectively. The significant common Gene Ontology (GO) terms between the up- and downregulated genes were responses to abiotic stimulus , water deprivation , oxygen-containing compound and abscisic acid . The transcription factors (TF) survey showed that bHLH under drought stress activates up genes 42% more than down genes while bzip Homeodomain activates down genes 54% more than up genes. The hub downregulated genes obtained from this study were mainly related to photosynthesis and the hub upregulated genes were mainly related to stress tolerance which include heat shock proteins (HSPs), late embryogenesis abundant (LEAs), calmodulin-like protein (CML), phosphatase 2C (PP2Cs) and IAA genes. Moreover, this meta-analysis data were compared with other experimental data and the results confirmed the up and down expression of them. Our findings can provide novel insights into the molecular mechanism of rice (Oryza sativa L.) response to drought stress.
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Affiliation(s)
- Sedigheh Soltanpour
- Department of Agricultural Biotechnology, Faculty of Agriculture, Azarbaijan Shahid Madani University, Tabriz, Iran
| | - AliReza Tarinejad
- Department of Agricultural Biotechnology, Faculty of Agriculture, Azarbaijan Shahid Madani University, Tabriz, Iran
| | - Karim Hasanpur
- Department of Animal Science, Faculty of Agriculture, University of Tabriz, Tabriz, Iran
| | - Mohammad Majidi
- Department of Animal Science, Faculty of Agriculture, University of Tabriz, Tabriz, Iran
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Muthuramalingam P, Jeyasri R, Selvaraj A, Shin H, Chen JT, Satish L, Wu QS, Ramesh M. Global Integrated Genomic and Transcriptomic Analyses of MYB Transcription Factor Superfamily in C3 Model Plant Oryza sativa (L.) Unravel Potential Candidates Involved in Abiotic Stress Signaling. Front Genet 2022; 13:946834. [PMID: 35873492 PMCID: PMC9305833 DOI: 10.3389/fgene.2022.946834] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/18/2022] [Accepted: 06/16/2022] [Indexed: 11/25/2022] Open
Abstract
Plant transcription factors (TFs) are significant players in transcriptional regulations, signal transduction, and constitute an integral part of signaling networks. MYB TFs are major TF superfamilies that play pivotal roles in regulation of transcriptional reprogramming, physiological processes, and abiotic stress (AbS) responses. To explore the understanding of MYB TFs, genome and transcriptome-wide identification was performed in the C3 model plant, Oryza sativa (OsMYB). This study retrieved 114 OsMYB TFs that were computationally analyzed for their expression profiling, gene organization, cis-acting elements, and physicochemical properties. Based on the microarray datasets, six OsMYB genes which were sorted out and identified by a differential expression pattern were noted in various tissues. Systematic expression profiling of OsMYB TFs showed their meta-differential expression of different AbS treatments, spatio-temporal gene expression of various tissues and their growth in the field, and gene expression profiling in responses to phytohormones. In addition, the circular ideogram of OsMYB genes in related C4 grass plants conferred the gene synteny. Protein–protein interactions of these genes revealed the molecular crosstalk of OsMYB TFs. Transcriptional analysis (qPCR) of six OsMYB players in response to drought and salinity stress suggested the involvement in individual and combined AbS responses. To decipher how these OsMYB play functional roles in AbS dynamics, further research is a prerequisite.
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Affiliation(s)
- Pandiyan Muthuramalingam
- Department of Biotechnology, Science Campus, Alagappa University, Karaikudi, India
- Department of Horticultural Science, Gyeongsang National University, Jinju, South Korea
- Department of GreenBio Science, Gyeongsang National University, Jinju, South Korea
| | - Rajendran Jeyasri
- Department of Biotechnology, Science Campus, Alagappa University, Karaikudi, India
| | - Anthonymuthu Selvaraj
- Department of Biotechnology, Science Campus, Alagappa University, Karaikudi, India
- Department of Physiology and Biophysics, University of California, Irvine, Irvine, CA, United States
| | - Hyunsuk Shin
- Department of Horticultural Science, Gyeongsang National University, Jinju, South Korea
- Department of GreenBio Science, Gyeongsang National University, Jinju, South Korea
- *Correspondence: Hyunsuk Shin, ; Manikandan Ramesh,
| | - Jen-Tsung Chen
- Department of Life Sciences, National University of Kaohsiung, Kaohsiung, Taiwan
| | - Lakkakula Satish
- Department of Biotechnology Engineering, Ben-Gurion University of the Negev, Beer Sheva, Israel
| | - Qiang-Sheng Wu
- College of Horticulture and Gardening, Yangtze University, Jingzhou, China
| | - Manikandan Ramesh
- Department of Biotechnology, Science Campus, Alagappa University, Karaikudi, India
- *Correspondence: Hyunsuk Shin, ; Manikandan Ramesh,
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Mustafa G, Komatsu S. Plant proteomic research for improvement of food crops under stresses: a review. Mol Omics 2021; 17:860-880. [PMID: 34870299 DOI: 10.1039/d1mo00151e] [Citation(s) in RCA: 7] [Impact Index Per Article: 2.3] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/15/2022]
Abstract
Crop improvement approaches have been changed due to technological advancements in traditional plant-breeding methods. Abiotic and biotic stresses limit plant growth and development, which ultimately lead to reduced crop yield. Proteins encoded by genomes have a considerable role in the endurance and adaptation of plants to different environmental conditions. Biotechnological applications in plant breeding depend upon the information generated from proteomic studies. Proteomics has a specific advantage to contemplate post-translational modifications, which indicate the functional effects of protein modifications on crop production. Subcellular proteomics helps in exploring the precise cellular responses and investigating the networking among subcellular compartments during plant development and biotic/abiotic stress responses. Large-scale mass spectrometry-based plant proteomic studies with a more comprehensive overview are now possible due to dramatic improvements in mass spectrometry, sample preparation procedures, analytical software, and strengthened availability of genomes for numerous plant species. Development of stress-tolerant or resilient crops is essential to improve crop productivity and growth. Use of high throughput techniques with advanced instrumentation giving efficient results made this possible. In this review, the role of proteomic studies in identifying the stress-response processes in different crops is summarized. Advanced techniques and their possible utilization on plants are discussed in detail. Proteomic studies accelerate marker-assisted genetic augmentation studies on crops for developing high yielding stress-tolerant lines or varieties under stresses.
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Affiliation(s)
- Ghazala Mustafa
- Department of Plant Sciences, Quaid-i-Azam University, Islamabad 45320, Pakistan
| | - Setsuko Komatsu
- Faculty of Environment and Information Sciences, Fukui University of Technology, Fukui 910-8505, Japan.
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Zhou T, Hua Y, Yue C, Huang J, Zhang Z. Physiologic, metabolomic, and genomic investigations reveal distinct glutamine and mannose metabolism responses to ammonium toxicity in allotetraploid rapeseed genotypes. PLANT SCIENCE : AN INTERNATIONAL JOURNAL OF EXPERIMENTAL PLANT BIOLOGY 2021; 310:110963. [PMID: 34315588 DOI: 10.1016/j.plantsci.2021.110963] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 02/22/2021] [Revised: 05/31/2021] [Accepted: 06/05/2021] [Indexed: 06/13/2023]
Abstract
Ammonium (NH4+) toxicity has become a serious ecological and agricultural issue owing to increasing soil nitrogen inputs and atmospheric nitrogen deposition. There is accumulating evidence for the mechanisms underlying NH4+-tolerance in rice and Arabidopsis, but similar knowledge for dryland crops is currently limited. We investigated the responses of a natural population of allotetraploid rapeseed to NH4+ and nitrate (NO3-) and screened one NH4+-tolerant genotype (T5) and one NH4+-sensitive genotype (S211). Determination of the shoot and root NH4+ concentrations showed that levels were higher in S211 than in T5. 15NH4+ uptake assays, glutamine synthetase (GS) activity quantification, and relative gene transcriptional analysis indicated that the significantly higher GS activity observed in T5 roots than that in S211 was the main reason for its NH4+-tolerance. In-depth metabolomic analysis verified that Gln metabolism plays an important role in rapeseed NH4+-tolerance. Furthermore, adaptive changes in carbon metabolism were much more active in T5 shoots than in S211. Interestingly, we found that N-glycosylation pathway was significantly induced by NH4+, especially the mannose metabolism, which concentration was 2.75-fold higher in T5 shoots than in S211 with NH4+ treatment, indicating that mannose may be a metabolomic marker which also confers physiological adaptations for NH4+ tolerance in rapeseed. The corresponding amino acid and soluble sugar concentrations and gene expression in T5 and S211 were consistent with these results. Genomic sequencing identified variations in the GLN (encoding GS) and GMP1 (encoding the enzyme that provides GDP-mannose) gene families between the T5 and S211 lines. These genes will be utilized as candidate genes for future investigations of the molecular mechanisms underlying NH4+ tolerance in rapeseed.
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Affiliation(s)
- Ting Zhou
- School of Agricultural Sciences, Zhengzhou University, Zhengzhou, 450001, PR China
| | - Yingpeng Hua
- School of Agricultural Sciences, Zhengzhou University, Zhengzhou, 450001, PR China
| | - Caipeng Yue
- School of Agricultural Sciences, Zhengzhou University, Zhengzhou, 450001, PR China
| | - Jinyong Huang
- School of Agricultural Sciences, Zhengzhou University, Zhengzhou, 450001, PR China
| | - Zhenhua Zhang
- Southern Regional Collaborative Innovation Center for Grain and Oil Crops in China, College of Resources and Environmental Sciences, Hunan Agricultural University, Changsha, 430128, PR China.
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Transcriptomic data-driven discovery of global regulatory features of rice seeds developing under heat stress. Comput Struct Biotechnol J 2020; 18:2556-2567. [PMID: 33033578 PMCID: PMC7522763 DOI: 10.1016/j.csbj.2020.09.022] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/21/2020] [Revised: 09/10/2020] [Accepted: 09/11/2020] [Indexed: 11/30/2022] Open
Abstract
Plants respond to abiotic stressors through a suite of strategies including differential regulation of stress-responsive genes. Hence, characterizing the influences of the relevant global regulators or on stress-related transcription factors is critical to understand plant stress response. Rice seed development is highly sensitive to elevated temperatures. To elucidate the extent and directional hierarchy of gene regulation in rice seeds under heat stress, we developed and implemented a robust multi-level optimization-based algorithm called Minimal Regulatory Network identifier (MiReN). MiReN could predict the minimal regulatory relationship between a gene and its potential regulators from our temporal transcriptomic dataset. MiReN predictions for global regulators including stress-responsive gene Slender Rice 1 (SLR1) and disease resistance gene XA21 were validated with published literature. It also predicted novel regulatory influences of other major regulators such as Kinesin-like proteins KIN12C and STD1, and WD repeat-containing protein WD40. Out of the 228 stress-responsive transcription factors identified, we predicted de novo regulatory influences on three major groups (MADS-box M-type, MYB, and bZIP) and investigated their physiological impacts during stress. Overall, MiReN results can facilitate new experimental studies to enhance our understanding of global regulatory mechanisms triggered during heat stress, which can potentially accelerate the development of stress-tolerant cultivars.
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Hwang SG, Kim JJ, Lim SD, Park YC, Moon JC, Jang CS. Molecular dissection of Oryza sativa salt-induced RING Finger Protein 1 (OsSIRP1): possible involvement in the sensitivity response to salinity stress. PHYSIOLOGIA PLANTARUM 2016; 158:168-79. [PMID: 27118216 DOI: 10.1111/ppl.12459] [Citation(s) in RCA: 28] [Impact Index Per Article: 3.5] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 02/17/2016] [Accepted: 03/15/2016] [Indexed: 05/20/2023]
Abstract
Ubiquitination-mediated protein degradation via Really Interesting New Gene (RING) E3 ligase plays an important role in plant responses to abiotic stress conditions. Many plant studies have found that RING proteins regulate the perception of various abiotic stresses and signal transduction. In this study, Oryza sativa salt-induced RING Finger Protein 1 (OsSIRP1) gene was selected randomly from 44 Oryza sativa RING Finger Proteins (OsRFPs) genes highly expressed in rice roots exposed to salinity stress. Transcript levels of OsSIRP1 in rice leaves after various stress treatments, including salt, heat, drought and hormone abscisic acid (ABA), were observed. Poly-ubiquitinated products of OsSIRP1 were investigated via an in vitro ubiquitination assay.35S:OsSIRP1-EYFP was distributed in the cytosol of untreated and salt-treated rice protoplasts. Heterogeneous overexpression of OsSIRP1 in Arabidopsis reduced tolerance for salinity stress during seed germination and root growth. Our findings indicate that OsSIRP1 acts as a negative regulator of salinity stress tolerance mediated by the ubiquitin 26S proteasome system.
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Affiliation(s)
- Sun-Goo Hwang
- Plant Genomics Laboratory, Department of Applied Plant Sciences, Kangwon National University, Chuncheon, 200-713, Korea
- Agriculture and Life Sciences Research Institute, Kangwon National University, Chuncheon, 200-713, Korea
| | - Jung Ju Kim
- Plant Genomics Laboratory, Department of Applied Plant Sciences, Kangwon National University, Chuncheon, 200-713, Korea
| | - Sung Don Lim
- Plant Genomics Laboratory, Department of Applied Plant Sciences, Kangwon National University, Chuncheon, 200-713, Korea
| | - Yong Chan Park
- Plant Genomics Laboratory, Department of Applied Plant Sciences, Kangwon National University, Chuncheon, 200-713, Korea
| | - Jun-Cheol Moon
- Plant Genomics Laboratory, Department of Applied Plant Sciences, Kangwon National University, Chuncheon, 200-713, Korea
- Agriculture and Life Sciences Research Institute, Kangwon National University, Chuncheon, 200-713, Korea
| | - Cheol Seong Jang
- Plant Genomics Laboratory, Department of Applied Plant Sciences, Kangwon National University, Chuncheon, 200-713, Korea.
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Finatto T, de Oliveira AC, Chaparro C, da Maia LC, Farias DR, Woyann LG, Mistura CC, Soares-Bresolin AP, Llauro C, Panaud O, Picault N. Abiotic stress and genome dynamics: specific genes and transposable elements response to iron excess in rice. RICE (NEW YORK, N.Y.) 2015; 8:13. [PMID: 25844118 PMCID: PMC4385019 DOI: 10.1186/s12284-015-0045-6] [Citation(s) in RCA: 54] [Impact Index Per Article: 6.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Subscribe] [Scholar Register] [Received: 11/21/2014] [Accepted: 01/21/2015] [Indexed: 05/04/2023]
Abstract
BACKGROUND Iron toxicity is a root related abiotic stress, occurring frequently in flooded soils. It can affect the yield of rice in lowland production systems. This toxicity is associated with high concentrations of reduced iron (Fe(2+)) in the soil solution. Although the first interface of the element is in the roots, the consequences of an excessive uptake can be observed in several rice tissues. In an original attempt to find both genes and transposable elements involved in the response to an iron toxicity stress, we used a microarray approach to study the transcriptional responses of rice leaves of cv. Nipponbare (Oryza sativa L. ssp. japonica) to iron excess in nutrient solution. RESULTS A large number of genes were significantly up- or down-regulated in leaves under the treatment. We analyzed the gene ontology and metabolic pathways of genes involved in the response to this stress and the cis-regulatory elements (CREs) present in the promoter region of up-regulated genes. The majority of genes act in the pathways of lipid metabolic process, carbohydrate metabolism, biosynthesis of secondary metabolites and plant hormones. We also found genes involved in iron acquisition and mobilization, transport of cations and regulatory mechanisms for iron responses, and in oxidative stress and reactive oxygen species detoxification. Promoter regions of 27% of genes up-regulated present at least one significant occurrence of an ABA-responsive CRE. Furthermore, and for the first time, we were able to show that iron stress triggers the up-regulation of many LTR-retrotransposons. We have established a complete inventory of transposable elements transcriptionally activated under iron excess and the CREs which are present in their LTRs. CONCLUSION The short-term response of Nipponbare seedlings to iron excess, includes activation of genes involved in iron homeostasis, in particular transporters, transcription factors and ROS detoxification in the leaves, but also many transposable elements. Our data led to the identification of CREs which are associated with both genes and LTR-retrotransposons up-regulated under iron excess. Our results strengthen the idea that LTR-retrotransposons participate in the transcriptional response to stress and could thus confer an adaptive advantage for the plant.
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Affiliation(s)
- Taciane Finatto
- />Plant Genomics and Breeding Center, Eliseu Maciel School of Agronomy, Federal University of Pelotas, 96010-610 Pelotas, RS Brazil
- />Present address: Universidade Tecnológica Federal do Paraná, Campus Pato Branco, 85503-390 Pato Branco, PR Brazil
| | - Antonio Costa de Oliveira
- />Plant Genomics and Breeding Center, Eliseu Maciel School of Agronomy, Federal University of Pelotas, 96010-610 Pelotas, RS Brazil
| | - Cristian Chaparro
- />Laboratoire Génome et Développement des Plantes, UMR 5096, Université de Perpignan Via Domitia, F-66860 Perpignan, France
- />CNRS, Laboratoire Génome et Développement des Plantes, UMR 5096, F-66860 Perpignan, France
- />Present address: Laboratoire Ecologie et Evolution des Interactions, UMR 5244, F-66860, Université de Perpignan Via Domitia, Perpignan, France
| | - Luciano C da Maia
- />Plant Genomics and Breeding Center, Eliseu Maciel School of Agronomy, Federal University of Pelotas, 96010-610 Pelotas, RS Brazil
| | - Daniel R Farias
- />Plant Genomics and Breeding Center, Eliseu Maciel School of Agronomy, Federal University of Pelotas, 96010-610 Pelotas, RS Brazil
| | - Leomar G Woyann
- />Plant Genomics and Breeding Center, Eliseu Maciel School of Agronomy, Federal University of Pelotas, 96010-610 Pelotas, RS Brazil
| | - Claudete C Mistura
- />Plant Genomics and Breeding Center, Eliseu Maciel School of Agronomy, Federal University of Pelotas, 96010-610 Pelotas, RS Brazil
| | - Adriana P Soares-Bresolin
- />Plant Genomics and Breeding Center, Eliseu Maciel School of Agronomy, Federal University of Pelotas, 96010-610 Pelotas, RS Brazil
| | - Christel Llauro
- />Laboratoire Génome et Développement des Plantes, UMR 5096, Université de Perpignan Via Domitia, F-66860 Perpignan, France
- />CNRS, Laboratoire Génome et Développement des Plantes, UMR 5096, F-66860 Perpignan, France
| | - Olivier Panaud
- />Laboratoire Génome et Développement des Plantes, UMR 5096, Université de Perpignan Via Domitia, F-66860 Perpignan, France
- />CNRS, Laboratoire Génome et Développement des Plantes, UMR 5096, F-66860 Perpignan, France
| | - Nathalie Picault
- />Laboratoire Génome et Développement des Plantes, UMR 5096, Université de Perpignan Via Domitia, F-66860 Perpignan, France
- />CNRS, Laboratoire Génome et Développement des Plantes, UMR 5096, F-66860 Perpignan, France
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Huang TL, Huang LY, Fu SF, Trinh NN, Huang HJ. Genomic profiling of rice roots with short- and long-term chromium stress. PLANT MOLECULAR BIOLOGY 2014; 86:157-70. [PMID: 25056418 DOI: 10.1007/s11103-014-0219-4] [Citation(s) in RCA: 27] [Impact Index Per Article: 2.7] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 05/05/2014] [Accepted: 06/20/2014] [Indexed: 05/19/2023]
Abstract
Cr(VI) is the most toxic valency form of Cr, but its toxicity targets and the cellular systems contributing to acquisition of tolerance remain to be resolved at the molecular level in plants. We used microarray assay to analyze the transcriptomic profiles of rice roots in response to Cr(VI) stress. Gene ontology analysis revealed that the 2,688 Cr-responsive genes were involved in binding activity, metabolic process, biological regulation, cellular process and catalytic activity. More transcripts were responsive to Cr(VI) during long-term exposure (24 h, 2,097 genes), than short-term exposure (1- and 3-h results pooled, 1,181 genes). Long-term Cr(VI)-regulated genes are involved in cytokinin signaling, the ubiquitin-proteasome system pathway, DNA repair and Cu transportation. The expression of AS2 transcription factors was specifically modulated by long-term Cr(VI) stress. The protein kinases receptor-like cytoplasmic kinase and receptor-like kinase in flowers 3 were significantly upregulated with only short-term Cr(VI) exposure. In addition, 4 mitogen-activated protein kinase kinase kinases, 1 mitogen-activated protein kinase (MAPK) and 1 calcium-dependent protein kinase (CDPK) were upregulated with short-term Cr(VI) treatment. Expression of reactive oxygen species and calcium and activity of MAPKs and CDPK-like kinases were induced with increasing Cr(VI) concentration. These results may provide new insights into understanding the mechanisms of Cr toxicity and tolerance during different stages in rice roots.
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Affiliation(s)
- Tsai-Lien Huang
- Department of Life Sciences, National Cheng Kung University, No. 1 University Road, Tainan City, 701, Taiwan
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Trinh NN, Huang TL, Chi WC, Fu SF, Chen CC, Huang HJ. Chromium stress response effect on signal transduction and expression of signaling genes in rice. PHYSIOLOGIA PLANTARUM 2014; 150:205-24. [PMID: 24033343 DOI: 10.1111/ppl.12088] [Citation(s) in RCA: 46] [Impact Index Per Article: 4.6] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 04/08/2013] [Revised: 06/15/2013] [Accepted: 07/01/2013] [Indexed: 05/04/2023]
Abstract
Hexavalent chromium [Cr(VI)] is a non-essential metal for normal plants and is toxic to plants at high concentrations. However, signaling pathways and molecular mechanisms of its action on cell function and gene expression remain elusive. In this study, we found that Cr(VI) induced endogenous reactive oxygen species (ROS) generation and Ca(2+) accumulation and activated NADPH oxidase and calcium-dependent protein kinase. We investigated global transcriptional changes in rice roots by microarray analysis. Gene expression profiling indicated activation of abscisic acid-, ethylene- and jasmonic acid-mediated signaling and inactivation of gibberellic acid-related pathways in Cr(VI) stress-treated rice roots. Genes encoding signaling components such as the protein kinases domain of unknown function 26, receptor-like cytoplasmic kinase, LRK10-like kinase type 2 and protein phosphatase 2C, as well as transcription factors WRKY and apetala2/ethylene response factor were predominant during Cr(VI) stress. Genes involved in vesicle trafficking were subjected to functional characterization. Pretreating rice roots with a vesicle trafficking inhibitor, brefeldin A, effectively reduced Cr(VI)-induced ROS production. Suppression of the vesicle trafficking gene, Exo70, by virus-induced gene silencing strategies revealed that vesicle trafficking is required for mediation of Cr(VI)-induced ROS production. Taken together, these findings shed light on the molecular mechanisms in signaling pathways and transcriptional regulation in response to Cr stress in plants.
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Affiliation(s)
- Ngoc-Nam Trinh
- Department of Life Sciences, National Cheng Kung University, No.1 University Road 701, Tainan, Taiwan
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Neilson KA, Scafaro AP, Chick JM, George IS, Van Sluyter SC, Gygi SP, Atwell BJ, Haynes PA. The influence of signals from chilled roots on the proteome of shoot tissues in rice seedlings. Proteomics 2013; 13:1922-33. [DOI: 10.1002/pmic.201200475] [Citation(s) in RCA: 20] [Impact Index Per Article: 1.8] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/18/2012] [Revised: 12/06/2012] [Accepted: 02/07/2013] [Indexed: 02/02/2023]
Affiliation(s)
- Karlie A. Neilson
- Department of Chemistry and Biomolecular Sciences; Macquarie University; New South Wales; Australia
| | - Andrew P. Scafaro
- Department of Biological Sciences, Macquarie University; New South Wales Australia
| | - Joel M. Chick
- Department of Cell Biology, Harvard Medical School; MA USA
| | - Iniga S. George
- Department of Chemistry and Biomolecular Sciences; Macquarie University; New South Wales; Australia
| | - Steven C. Van Sluyter
- Department of Chemistry and Biomolecular Sciences; Macquarie University; New South Wales; Australia
| | - Steven P. Gygi
- Department of Cell Biology, Harvard Medical School; MA USA
| | - Brian J. Atwell
- Department of Biological Sciences, Macquarie University; New South Wales Australia
| | - Paul A. Haynes
- Department of Chemistry and Biomolecular Sciences; Macquarie University; New South Wales; Australia
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Xie C, Wang C, Wang X, Yang X. Two modified RNA extraction methods compatible with transcript profiling and gene expression analysis for cotton roots. Prep Biochem Biotechnol 2013; 43:500-11. [PMID: 23581784 DOI: 10.1080/10826068.2012.759967] [Citation(s) in RCA: 5] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 10/26/2022]
Abstract
Efficient isolation of high-quality RNA is of prime importance for optimal transcript profiling results and further gene expression analysis. However, it is difficult for cotton roots because of lower-than-average RNA content and high content of polysaccharides, polyphenols, and other secondary metabolites. To develop simple and reliable protocols for high-quality RNA extraction from cotton roots for transcript profiling and gene expression analysis, some modifications were introduced to a reported plant RNA isolation protocol and a reagent kit method. Using method A, we successfully extracted high-quality RNA for transcript profiling from cotton roots. Gel electrophoresis analysis and polymerase chain reaction (PCR) assay indicated that RNA had good integrity without protein and genomic DNA contamination. Furthermore, the A260/280 (1.9) and A260/230 (1.6) ratios indicated that the isolated RNA was of high purity. Using method B, about 7 µg total RNA of high quality could be obtained from 0.1 g samples from cotton roots, which can be used for reverse-transcription (RT)-PCR and quantitative real-time RT-PCR. The two RNA extraction methods were used to investigate different gene expression of cotton roots (Gossypium hirsutum) infected by weak pathogenic Verticillium dahliae and the results showed they can satisfy the transcript profiling and quantitative real-time RT-PCR requirements for RNA. Supplemental materials are available for this article. Go to the publisher's online edition of Preparative Biochemistry and Biotechnology to view the supplemental file.
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Affiliation(s)
- Chengjian Xie
- College of Life Science, Chongqing Normal University, Chongqing, China
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Dubey S, Misra P, Dwivedi S, Chatterjee S, Bag SK, Mantri S, Asif MH, Rai A, Kumar S, Shri M, Tripathi P, Tripathi RD, Trivedi PK, Chakrabarty D, Tuli R. Transcriptomic and metabolomic shifts in rice roots in response to Cr (VI) stress. BMC Genomics 2010; 11:648. [PMID: 21092124 PMCID: PMC3224690 DOI: 10.1186/1471-2164-11-648] [Citation(s) in RCA: 100] [Impact Index Per Article: 7.1] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/25/2010] [Accepted: 11/20/2010] [Indexed: 01/03/2023] Open
Abstract
BACKGROUND Widespread use of chromium (Cr) contaminated fields due to careless and inappropriate management practices of effluent discharge, mostly from industries related to metallurgy, electroplating, production of paints and pigments, tanning, and wood preservation elevates its concentration in surface soil and eventually into rice plants and grains. In spite of many previous studies having been conducted on the effects of chromium stress, the precise molecular mechanisms related to both the effects of chromium phytotoxicity, the defense reactions of plants against chromium exposure as well as translocation and accumulation in rice remain poorly understood. RESULTS Detailed analysis of genome-wide transcriptome profiling in rice root is reported here, following Cr-plant interaction. Such studies are important for the identification of genes responsible for tolerance, accumulation and defense response in plants with respect to Cr stress. Rice root metabolome analysis was also carried out to relate differential transcriptome data to biological processes affected by Cr (VI) stress in rice. To check whether the Cr-specific motifs were indeed significantly over represented in the promoter regions of Cr-responsive genes, occurrence of these motifs in whole genome sequence was carried out. In the background of whole genome, the lift value for these 14 and 13 motifs was significantly high in the test dataset. Though no functional role has been assigned to any of the motifs, but all of these are present as promoter motifs in the Database of orthologus promoters. CONCLUSION These findings clearly suggest that a complex network of regulatory pathways modulates Cr-response of rice. The integrated matrix of both transcriptome and metabolome data after suitable normalization and initial calculations provided us a visual picture of the correlations between components. Predominance of different motifs in the subsets of genes suggests the involvement of motif-specific transcription modulating proteins in Cr stress response of rice.
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Affiliation(s)
- Sonali Dubey
- National Botanical Research Institute, Council of Scientific and Industrial Research, Rana Pratap Marg, Lucknow 226 001, India
| | - Prashant Misra
- National Botanical Research Institute, Council of Scientific and Industrial Research, Rana Pratap Marg, Lucknow 226 001, India
| | - Sanjay Dwivedi
- National Botanical Research Institute, Council of Scientific and Industrial Research, Rana Pratap Marg, Lucknow 226 001, India
| | - Sandipan Chatterjee
- National Botanical Research Institute, Council of Scientific and Industrial Research, Rana Pratap Marg, Lucknow 226 001, India
| | - Sumit K Bag
- National Botanical Research Institute, Council of Scientific and Industrial Research, Rana Pratap Marg, Lucknow 226 001, India
| | - Shrikant Mantri
- National Botanical Research Institute, Council of Scientific and Industrial Research, Rana Pratap Marg, Lucknow 226 001, India
- National Agri-Food Biotechnology Institute (Department of Biotechnology, New Delhi), Mohali, Punjab, India
| | - Mehar H Asif
- National Botanical Research Institute, Council of Scientific and Industrial Research, Rana Pratap Marg, Lucknow 226 001, India
| | - Arti Rai
- National Botanical Research Institute, Council of Scientific and Industrial Research, Rana Pratap Marg, Lucknow 226 001, India
| | - Smita Kumar
- National Botanical Research Institute, Council of Scientific and Industrial Research, Rana Pratap Marg, Lucknow 226 001, India
| | - Manju Shri
- National Botanical Research Institute, Council of Scientific and Industrial Research, Rana Pratap Marg, Lucknow 226 001, India
| | - Preeti Tripathi
- National Botanical Research Institute, Council of Scientific and Industrial Research, Rana Pratap Marg, Lucknow 226 001, India
| | - Rudra D Tripathi
- National Botanical Research Institute, Council of Scientific and Industrial Research, Rana Pratap Marg, Lucknow 226 001, India
| | - Prabodh K Trivedi
- National Botanical Research Institute, Council of Scientific and Industrial Research, Rana Pratap Marg, Lucknow 226 001, India
| | - Debasis Chakrabarty
- National Botanical Research Institute, Council of Scientific and Industrial Research, Rana Pratap Marg, Lucknow 226 001, India
| | - Rakesh Tuli
- National Agri-Food Biotechnology Institute (Department of Biotechnology, New Delhi), Mohali, Punjab, India
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Janská A, Marsík P, Zelenková S, Ovesná J. Cold stress and acclimation - what is important for metabolic adjustment? PLANT BIOLOGY (STUTTGART, GERMANY) 2010; 12:395-405. [PMID: 20522175 DOI: 10.1111/j.1438-8677.2009.00299.x] [Citation(s) in RCA: 233] [Impact Index Per Article: 16.6] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 05/18/2023]
Abstract
As sessile organisms, plants are unable to escape from the many abiotic and biotic factors that cause a departure from optimal conditions of growth and development. Low temperature represents one of the most harmful abiotic stresses affecting temperate plants. These species have adapted to seasonal variations in temperature by adjusting their metabolism during autumn, increasing their content of a range of cryo-protective compounds to maximise their cold tolerance. Some of these molecules are synthesised de novo. The down-regulation of some gene products represents an additional important regulatory mechanism. Ways in which plants cope with cold stress are described, and the current state of the art with respect to both the model plant Arabidopsis thaliana and crop plants in the area of gene expression and metabolic pathways during low-temperature stress are discussed.
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Affiliation(s)
- A Janská
- Crop Research Institute, v.v.i., Prague, Czech Republic.
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15
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Bae EK, Lee H, Lee JS, Noh EW. Isolation and characterization of osmotic stress-induced genes in poplar cells by suppression subtractive hybridization and cDNA microarray analysis. PLANT PHYSIOLOGY AND BIOCHEMISTRY : PPB 2010; 48:136-141. [PMID: 19962907 DOI: 10.1016/j.plaphy.2009.11.002] [Citation(s) in RCA: 14] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 06/22/2009] [Revised: 10/26/2009] [Accepted: 11/12/2009] [Indexed: 05/28/2023]
Abstract
Osmotic stress induces changes in the expression of various genes including those associated with drought tolerance, cell wall metabolism and defense. We isolated 852 cDNA clones, the expression of which is induced by osmotic stress, from cells of a hybrid poplar (Populus alba x Populus tremula var. glandulosa) by suppression subtractive hybridization after mannitol treatment. We examined how stress affected their expression using cDNA microarray analysis, which identified 104 genes significantly up-regulated by osmotic stress. These include genes with functions related to transcription, signal transduction, cell wall metabolism and defense. Other gene transcripts encoding cysteine protease and aquaporin are also up-regulated during osmotic stress. The function of about one-third of the genes in poplar cells that were significantly up-regulated by stress is not known, suggesting that the cell suspension may offer an opportunity of finding novel genes otherwise never expressed and that we still need more information at the molecular level.
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Affiliation(s)
- Eun-Kyung Bae
- Forest Biotechnology Division, Korea Forest Research Institute, 44-3 Omokchundong, Suwon 441-350, Republic of Korea
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Taleisnik E, Rodríguez AA, Bustos D, Erdei L, Ortega L, Senn ME. Leaf expansion in grasses under salt stress. JOURNAL OF PLANT PHYSIOLOGY 2009; 166:1123-40. [PMID: 19467732 DOI: 10.1016/j.jplph.2009.03.015] [Citation(s) in RCA: 14] [Impact Index Per Article: 0.9] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 11/25/2008] [Revised: 03/29/2009] [Accepted: 03/29/2009] [Indexed: 05/18/2023]
Abstract
Restriction of leaf growth is among the earliest visible effects of many stress conditions, including salinity. Because leaves determine radiation interception and are the main photosynthetic organs, salinity effects on leaf expansion and function are directly related to yield constraints under saline conditions. The expanding zone of leaf blades spans from the meristem to the region in which cells reach their final length. Kinematic methods are used to describe cell division and cell expansion activities. Analyses of this type have indicated that the reduction in leaf expansion by salinity may be exerted through effects on both cell division and expansion. In turn, the components of vacuole-driven cell expansion may be differentially affected by salinity, and examination of salinity effects on osmotic and mechanical constraints to cell expansion have gradually led to the identification of the gene products involved in such control. The study of how reactive oxygen species affect cell expansion is an emerging topic in the study of salinity's regulation of leaf growth.
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Affiliation(s)
- Edith Taleisnik
- CONICET (Consejo Nacional de Investigaciones Científicas y Técnicas de Argentina), Argentina.
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17
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Tommasini L, Svensson JT, Rodriguez EM, Wahid A, Malatrasi M, Kato K, Wanamaker S, Resnik J, Close TJ. Dehydrin gene expression provides an indicator of low temperature and drought stress: transcriptome-based analysis of barley (Hordeum vulgare L.). Funct Integr Genomics 2008; 8:387-405. [PMID: 18512091 DOI: 10.1007/s10142-008-0081-z] [Citation(s) in RCA: 78] [Impact Index Per Article: 4.9] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/04/2008] [Revised: 04/01/2008] [Accepted: 04/06/2008] [Indexed: 10/22/2022]
Abstract
Low temperature and drought have major influences on plant growth and productivity. To identify barley genes involved in responses to these stresses and to specifically test the hypothesis that the dehydrin (Dhn) multigene family can serve as an indicator of the entire transcriptome response, we investigated the response of barley cv. Morex to: (1) gradual drought over 21 days and (2) low temperature including chilling, freeze-thaw cycles, and deacclimation over 33 days. We found 4,153 genes that responded to at least one component of these two stress regimes, about one fourth of all genes called "present" under any condition. About 44% (1,822 of 4,153) responded specifically to drought, whereas only 3.8% (158 of 4,153) were chilling specific and 2.8% (119 of 4,153) freeze-thaw specific, with 34.1% responsive to freeze-thaw and drought. The intersection between chilling and drought (31.9%) was somewhat smaller than the intersection between freeze-thaw and drought, implying an element of osmotic stress response to freeze-thaw. About 82.4% of the responsive genes were similar to Arabidopsis genes. The expression of 13 barley Dhn genes mirrored the global clustering of all transcripts, with specific combinations of Dhn genes providing an excellent indicator of each stress response. Data from these studies provide a robust reference data set for abiotic stress.
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Affiliation(s)
- Livia Tommasini
- Department of Botany and Plant Sciences, University of California, Riverside, CA, 92521, USA
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Kermode AR, Zeng Y, Hu X, Lauson S, Abrams SR, He X. Ectopic expression of a conifer Abscisic Acid Insensitive3 transcription factor induces high-level synthesis of recombinant human alpha-L-iduronidase in transgenic tobacco leaves. PLANT MOLECULAR BIOLOGY 2007; 63:763-76. [PMID: 17203373 DOI: 10.1007/s11103-006-9122-y] [Citation(s) in RCA: 4] [Impact Index Per Article: 0.2] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 09/20/2006] [Accepted: 11/30/2006] [Indexed: 05/13/2023]
Abstract
We are examining various plant-based systems to produce enzymes for the treatment of human lysosomal storage disorders. Constitutive expression of the gene encoding the human lysosomal enzyme, alpha-L-iduronidase (IDUA; EC 3.2.1.76) in leaves of transgenic tobacco plants resulted in low-enzyme activity, and the protein appeared to be subject to proteolysis. Toward enhancing production of this recombinant enzyme in vegetative tissues, transgenic tobacco plants were generated to co-express a CaMV35S:Chamaecyparis nootkatensis Abscisic Acid Insensitive3 (CnABI3) gene construct, along with the human gene construct. The latter contained regulatory sequences of the Phaseolus vulgaris arcelin 5-I gene (5'-flanking, signal-peptide-encoding, and 3'-flanking regions). Ectopic synthesis of the CnABI3 protein led to the transactivation of the arcelin promoter and accordingly high activity (e.g., 25,000 pmol/min/mg total soluble protein) and levels of recombinant IDUA mRNA and protein were induced in leaves of transgenic tobacco, particularly in the presence of 150-200 microM S-(+)-ABA. Synthesis of human IDUA containing a carboxy-terminal ER retention (SEKDEL) sequence was also inducible by ABA in leaves co-transformed with the CnABI3 gene. As compared to the natural S-(+)-ABA, two persistent ABA analogues, (+)-8' acetylene ABA and (+)-8'methylene ABA, led to greater levels of beta-glucuronidase (GUS) reporter activities in leaves co-expressing the CnABI3 gene and a vicilin:GUS chimeric gene. In contrast, (+)-8' acetylene ABA and natural ABA appeared to be equally effective in stimulating the CnABI3-induced expression of an arcelin:GUS gene, and of the human IDUA gene, the latter also driven by arcelin-gene-regulatory sequences. Various stress-related treatments, particularly high concentrations of NaCl, had an even greater effect than ABA in promoting accumulation of human IDUA in co-transformed tobacco leaves. This strategy provides the means of enhancing the yields of recombinant proteins in transgenic plant vegetative tissues and potentially in cultured plant cells. The human recombinant protein can be readily induced in the presence of chemicals such as NaCl that can be added to cell cultures or even whole plants without a significant increase in production costs.
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Affiliation(s)
- Allison R Kermode
- Department of Biological Sciences, Simon Fraser University, Burnaby, BC, Canada.
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Shao HB, Guo QJ, Chu LY, Zhao XN, Su ZL, Hu YC, Cheng JF. Understanding molecular mechanism of higher plant plasticity under abiotic stress. Colloids Surf B Biointerfaces 2006; 54:37-45. [PMID: 16914294 DOI: 10.1016/j.colsurfb.2006.07.002] [Citation(s) in RCA: 49] [Impact Index Per Article: 2.7] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/23/2006] [Revised: 07/02/2006] [Accepted: 07/07/2006] [Indexed: 01/08/2023]
Abstract
Higher plants play the most important role in keeping a stable environment on the earth, which regulate global circumstances in many ways in terms of different levels (molecular, individual, community, and so on), but the nature of the mechanism is gene expression and control temporally and spatially at the molecular level. In persistently changing environment, there are many adverse stress conditions such as cold, drought, salinity and UV-B (280-320 mm), which influence plant growth and crop production greatly. Plants differ from animals in many aspects, but the important may be that plants are more easily influenced by environment than animals. Plants have a series of fine mechanisms for responding to environmental changes, which has been established during their long-period evolution and artificial domestication. These mechanisms are involved in many aspects of anatomy, physiology, biochemistry, genetics, development, evolution and molecular biology, in which the adaptive machinery related to molecular biology is the most important. The elucidation of it will extremely and purposefully promote the sustainable utilization of plant resources and make the best use of its current potential under different scales. This molecular mechanism at least include environmental signal recognition (input), signal transduction (many cascade biochemical reactions are involved in this process), signal output, signal responses and phenotype realization, which is a multi-dimensional network system and contain many levels of gene expression and regulation. We will focus on the molecular adaptive machinery of higher plant plasticity under abiotic stresses.
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Affiliation(s)
- Hong-Bo Shao
- Molecular Biology Laboratory, Bio-informatics College, Chongqing University of Posts & Telecom, Chongqing 400065, People's Republic of China.
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