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Moumeni A, Satoh K, Venuprasad R, Serraj R, Kumar A, Leung H, Kikuchi S. Transcriptional profiling of the leaves of near-isogenic rice lines with contrasting drought tolerance at the reproductive stage in response to water deficit. BMC Genomics 2015; 16:1110. [PMID: 26715311 PMCID: PMC4696290 DOI: 10.1186/s12864-015-2335-1] [Citation(s) in RCA: 18] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/14/2015] [Accepted: 12/19/2015] [Indexed: 02/05/2023] Open
Abstract
Background Drought tolerance is a complex quantitative trait that involves the coordination of a vast array of genes belonging to different pathways. To identify genes related to the drought-tolerance pathway in rice, we carried out gene-expression profiling of the leaves of near-isogenic lines (NILs) with similar genetic backgrounds and different set of QTLs but contrasting drought tolerance levels in response to long-term drought-stress treatments. This work will help differentiate mechanisms of tolerance in contrasting NILs and accelerate molecular breeding programs to improve drought tolerance in this crop. Results The two pairs of rice NILs, developed at the International Rice Research Institute, along with the drought-susceptible parent, IR64, showed distinct gene-expression profiles in leaves under different water-deficit (WD) treatments. Drought tolerance in the highly drought-tolerant NIL (DTN), IR77298-14-1-2-B-10, could be attributed to the up-regulation of genes with calcium ion binding, transferase, hydrolase and transcription factor activities, whereas in the moderate DTN, IR77298-5-6-B-18, genes with transporter, catalytic and structural molecule activities were up-regulated under WD. In IR77298-14-1-2-B-10, the induced genes were characterized by the presence of regulatory motifs in their promoters, including TGGTTAGTACC and ([CT]AAC[GT]G){2}, which are specific to the TFIIIA and Myb transcription factors, respectively. In IR77298-5-6-B-18, promoters containing a GCAC[AG][ACGT][AT]TCCC[AG]A[ACGT]G[CT] motif, common to MADS(AP1), HD-ZIP, AP2 and YABBY, were induced, suggesting that these factors may play key roles in the regulation of drought tolerance in these two DTNs under severe WD. Conclusions We report here that the two pairs of NILs with different levels of drought tolerance may elucidate potential mechanisms and pathways through transcriptome data from leaf tissue. The present study serves as a resource for marker discovery and provides detailed insight into the gene-expression profiles of rice leaves, including the main functional categories of drought-responsive genes and the genes that are involved in drought-tolerance mechanisms, to help breeders identify candidate genes (both up- and down-regulated) associated with drought tolerance and suitable targets for manipulating the drought-tolerance trait in rice. Electronic supplementary material The online version of this article (doi:10.1186/s12864-015-2335-1) contains supplementary material, which is available to authorized users.
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Affiliation(s)
- Ali Moumeni
- Rice Research Institute of Iran, Mazandaran Branch, Agricultural Research, Education and Extension Organization (AREEO), PO Box 145, Postal Code 46191-91951, Km8 Babol Rd., Amol, Mazandaran, Iran.
| | - Kouji Satoh
- Plant Genome Research Unit, Agrogenomics Research Center, National Institute of Agrobiological Sciences (NIAS), Kan'non dai 2-1-2, Tsukuba, Ibaraki, 305-8602, Japan.
| | - Ramiah Venuprasad
- International Rice Research Institute, DAPO Box 7777, Metro Manila, 1301, Philippines. .,Africa Rice Centre (AfricaRice), Ibadan station, c/o IITA, PMB 5320 Oyo road, Ibadan, Nigeria.
| | - Rachid Serraj
- International Rice Research Institute, DAPO Box 7777, Metro Manila, 1301, Philippines. .,Agricultural Research (CGIAR ISPC), FAO, Rome, Italy.
| | - Arvind Kumar
- International Rice Research Institute, DAPO Box 7777, Metro Manila, 1301, Philippines.
| | - Hei Leung
- International Rice Research Institute, DAPO Box 7777, Metro Manila, 1301, Philippines.
| | - Shoshi Kikuchi
- Plant Genome Research Unit, Agrogenomics Research Center, National Institute of Agrobiological Sciences (NIAS), Kan'non dai 2-1-2, Tsukuba, Ibaraki, 305-8602, Japan.
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Lei L, Shi J, Chen J, Zhang M, Sun S, Xie S, Li X, Zeng B, Peng L, Hauck A, Zhao H, Song W, Fan Z, Lai J. Ribosome profiling reveals dynamic translational landscape in maize seedlings under drought stress. THE PLANT JOURNAL : FOR CELL AND MOLECULAR BIOLOGY 2015; 84:1206-18. [PMID: 26568274 DOI: 10.1111/tpj.13073] [Citation(s) in RCA: 115] [Impact Index Per Article: 12.8] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 09/11/2015] [Revised: 10/30/2015] [Accepted: 11/09/2015] [Indexed: 05/19/2023]
Abstract
Plants can respond to environmental changes with various mechanisms occurred at transcriptional and translational levels. Thus far, there have been relatively extensive understandings of stress responses of plants on transcriptional level, while little information is known about that on translational level. To uncover the landscape of translation in plants in response to drought stress, we performed the recently developed ribosome profiling assay with maize seedlings growing under normal and drought conditions. Comparative analysis of the ribosome profiling data and the RNA-seq data showed that the fold changes of gene expression at transcriptional level were moderately correlated with that of translational level globally (R(2) = 0.69). However, less than half of the responsive genes were shared by transcription and translation under drought condition, suggesting that drought stress can introduce transcriptional and translational responses independently. We found that the translational efficiencies of 931 genes were changed significantly in response to drought stress. Further analysis revealed that the translational efficiencies of genes were highly influenced by their sequence features including GC content, length of coding sequences and normalized minimal free energy. In addition, we detected potential translation of 3063 upstream open reading frames (uORFs) on 2558 genes and these uORFs may affect the translational efficiency of downstream main open reading frames (ORFs). Our study indicates that plant can respond to drought stress with highly dynamic translational mechanism, that acting synergistically with that of transcription.
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Affiliation(s)
- Lei Lei
- State Key Laboratory of Agrobiotechnology and National Maize Improvement Center, Department of Plant Genetics and Breeding, China Agricultural University, Beijing, 100193, China
- State Key Laboratory of Agrobiotechnology and Department of Plant Pathology, China Agricultural University, Beijing, 100193, China
| | - Junpeng Shi
- State Key Laboratory of Agrobiotechnology and National Maize Improvement Center, Department of Plant Genetics and Breeding, China Agricultural University, Beijing, 100193, China
| | - Jian Chen
- State Key Laboratory of Agrobiotechnology and National Maize Improvement Center, Department of Plant Genetics and Breeding, China Agricultural University, Beijing, 100193, China
| | - Mei Zhang
- State Key Laboratory of Agrobiotechnology and National Maize Improvement Center, Department of Plant Genetics and Breeding, China Agricultural University, Beijing, 100193, China
| | - Silong Sun
- State Key Laboratory of Agrobiotechnology and National Maize Improvement Center, Department of Plant Genetics and Breeding, China Agricultural University, Beijing, 100193, China
| | - Shaojun Xie
- State Key Laboratory of Agrobiotechnology and National Maize Improvement Center, Department of Plant Genetics and Breeding, China Agricultural University, Beijing, 100193, China
| | - Xiaojie Li
- State Key Laboratory of Agrobiotechnology and National Maize Improvement Center, Department of Plant Genetics and Breeding, China Agricultural University, Beijing, 100193, China
| | - Biao Zeng
- State Key Laboratory of Agrobiotechnology and National Maize Improvement Center, Department of Plant Genetics and Breeding, China Agricultural University, Beijing, 100193, China
| | - Lizeng Peng
- State Key Laboratory of Agrobiotechnology and National Maize Improvement Center, Department of Plant Genetics and Breeding, China Agricultural University, Beijing, 100193, China
| | - Andrew Hauck
- State Key Laboratory of Agrobiotechnology and National Maize Improvement Center, Department of Plant Genetics and Breeding, China Agricultural University, Beijing, 100193, China
| | - Haiming Zhao
- State Key Laboratory of Agrobiotechnology and National Maize Improvement Center, Department of Plant Genetics and Breeding, China Agricultural University, Beijing, 100193, China
| | - Weibin Song
- State Key Laboratory of Agrobiotechnology and National Maize Improvement Center, Department of Plant Genetics and Breeding, China Agricultural University, Beijing, 100193, China
| | - Zaifeng Fan
- State Key Laboratory of Agrobiotechnology and Department of Plant Pathology, China Agricultural University, Beijing, 100193, China
| | - Jinsheng Lai
- State Key Laboratory of Agrobiotechnology and National Maize Improvement Center, Department of Plant Genetics and Breeding, China Agricultural University, Beijing, 100193, China
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Li J, Qin RY, Li H, Xu RF, Yang YC, Ni DH, Ma H, Li L, Wei PC, Yang JB. Low-Temperature-Induced Expression of Rice Ureidoglycolate Amidohydrolase is Mediated by a C-Repeat/Dehydration-Responsive Element that Specifically Interacts with Rice C-Repeat-Binding Factor 3. FRONTIERS IN PLANT SCIENCE 2015; 6:1011. [PMID: 26617632 PMCID: PMC4643140 DOI: 10.3389/fpls.2015.01011] [Citation(s) in RCA: 7] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Subscribe] [Scholar Register] [Received: 08/17/2015] [Accepted: 11/02/2015] [Indexed: 05/30/2023]
Abstract
Nitrogen recycling and redistribution are important for the environmental stress response of plants. In non-nitrogen-fixing plants, ureide metabolism is crucial to nitrogen recycling from organic sources. Various studies have suggested that the rate-limiting components of ureide metabolism respond to environmental stresses. However, the underlying regulation mechanism is not well understood. In this report, rice ureidoglycolate amidohydrolase (OsUAH), which is a recently identified enzyme catalyzing the final step of ureide degradation, was identified as low-temperature- (LT) but not abscisic acid- (ABA) regulated. To elucidate the LT regulatory mechanism at the transcriptional level, we isolated and characterized the promoter region of OsUAH (P OsUAH ). Series deletions revealed that a minimal region between -522 and -420 relative to the transcriptional start site was sufficient for the cold induction of P OsUAH . Detailed analyses of this 103-bp fragment indicated that a C-repeat/dehydration-responsive (CRT/DRE) element localized at position -434 was essential for LT-responsive expression. A rice C-repeat-binding factors/DRE-binding proteins 1 (CBFs/DREB1s) subfamily member, OsCBF3, was screened to specifically bind to the CRT/DRE element in the minimal region both in yeast one-hybrid assays and in in vitro gel-shift analysis. Moreover, the promoter could be exclusively trans-activated by the interaction between the CRT/DRE element and OsCBF3 in vivo. These findings may help to elucidate the regulation mechanism of stress-responsive ureide metabolism genes and provide an example of the member-specific manipulation of the CBF/DREB1 subfamily.
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Affiliation(s)
| | | | | | | | | | | | | | | | | | - Jian-Bo Yang
- *Correspondence: Peng-Cheng Wei, ; jian-Bo Yang,
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Prince SJ, Joshi T, Mutava RN, Syed N, Joao Vitor MDS, Patil G, Song L, Wang J, Lin L, Chen W, Shannon JG, Valliyodan B, Xu D, Nguyen HT. Comparative analysis of the drought-responsive transcriptome in soybean lines contrasting for canopy wilting. PLANT SCIENCE : AN INTERNATIONAL JOURNAL OF EXPERIMENTAL PLANT BIOLOGY 2015; 240:65-78. [PMID: 26475188 DOI: 10.1016/j.plantsci.2015.08.017] [Citation(s) in RCA: 18] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 04/02/2015] [Revised: 08/17/2015] [Accepted: 08/22/2015] [Indexed: 05/20/2023]
Abstract
Drought stress causes significant yield losses in major oil seed crops, such as soybean [Glycine max (L.) Merr]. Few soybean lines have been identified as canopy-wilting tolerant; however, the molecular mechanism conferring tolerance is not fully understood. To understand the biological process, a whole genome transcriptome analysis was performed for leaf tissues of two contrasting soybean lines: drought-susceptible (DS) Pana and drought-tolerant (DT) PI 567690. A pairwise comparison of the DS and DT lines under drought and control conditions detected 1914 and 670 genes with a greater than two-fold change in expression under drought conditions. Pairwise treatment comparison and gene enrichment analysis on the DT line showed the down-regulation of genes associated with protein binding, hydrolase activity, carbohydrate/lipid metabolism, xyloglucan endo-transglycosylases associated with cell-wall, apoplast, and chlorophyll a/b binding proteins. On the other hand, genes that were associated with the biotic stress response, ion binding and transport, the oxido-reductive process and electron carrier activity were up-regulated. Gene enrichment analysis detected UDP glucuronosyl transferase activity-encoding genes to be differentially expressed in PI 567690 under drought stress conditions. We found valuable SNPs variation in aquaporin genes of the DT line that are conserved in known slower canopy-wilting lines, this should facilitate marker-assisted selection in soybeans with improved drought tolerance.
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Affiliation(s)
- Silvas J Prince
- National Center for Soybean Biotechnology and Division of Plant Sciences University of Missouri, Columbia, MO 65211, USA
| | - Trupti Joshi
- Department of Computer Science, Informatics Institute, University of Missouri, Columbia, MO 65211, USA
| | - Raymond N Mutava
- National Center for Soybean Biotechnology and Division of Plant Sciences University of Missouri, Columbia, MO 65211, USA
| | - Naeem Syed
- School of Human and Life Sciences, Canterbury Christ Church University, Canterbury CT1 1QU, United Kingdom
| | | | - Gunvant Patil
- National Center for Soybean Biotechnology and Division of Plant Sciences University of Missouri, Columbia, MO 65211, USA
| | - Li Song
- National Center for Soybean Biotechnology and Division of Plant Sciences University of Missouri, Columbia, MO 65211, USA
| | - JiaoJiao Wang
- Department of Computer Science, Informatics Institute, University of Missouri, Columbia, MO 65211, USA
| | - Li Lin
- National Center for Soybean Biotechnology and Division of Plant Sciences University of Missouri, Columbia, MO 65211, USA
| | - Wei Chen
- National Center for Soybean Biotechnology and Division of Plant Sciences University of Missouri, Columbia, MO 65211, USA
| | - J Grover Shannon
- National Center for Soybean Biotechnology and Division of Plant Sciences University of Missouri, Columbia, MO 65211, USA
| | - Babu Valliyodan
- National Center for Soybean Biotechnology and Division of Plant Sciences University of Missouri, Columbia, MO 65211, USA
| | - Dong Xu
- Department of Computer Science, Informatics Institute, University of Missouri, Columbia, MO 65211, USA; School of Human and Life Sciences, Canterbury Christ Church University, Canterbury CT1 1QU, United Kingdom
| | - Henry T Nguyen
- National Center for Soybean Biotechnology and Division of Plant Sciences University of Missouri, Columbia, MO 65211, USA.
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Chen Q, Liu Z, Wang B, Wang X, Lai J, Tian F. Transcriptome sequencing reveals the roles of transcription factors in modulating genotype by nitrogen interaction in maize. PLANT CELL REPORTS 2015; 34:1761-71. [PMID: 26116219 PMCID: PMC4569664 DOI: 10.1007/s00299-015-1822-9] [Citation(s) in RCA: 9] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 05/09/2015] [Revised: 06/06/2015] [Accepted: 06/10/2015] [Indexed: 05/07/2023]
Abstract
Global transcriptome analysis in maize revealed differential nitrogen response between genotypes and implicate a crucial role of transcription factors in driving genotype by nitrogen interactions at gene expression level. Developing nitrogen-efficient cultivars are essential for sustainable and productive agriculture. Nitrogen use efficiency of plants is highly dependent on the interaction of environmental and genetic variation and results in adaptive phenotypes. This study used transcriptome sequencing to perform a comprehensive genotype by nitrogen (G × N) interaction analysis for two elite Chinese maize inbreds grown at normal and low nitrogen levels in field conditions. We demonstrated that the two maize inbreds showed contrasting agronomic and transcriptomic responses to changes in nitrogen availability. A total of 96 genes with a significant G × N interaction were detected. After characterizing the expression patterns of G × N interaction genes, we found that the G × N interaction genes tended to show condition-specific differential expression. The functional annotations of G × N interaction genes revealed that many different kinds of genes were involved in G × N interactions, but a significant enrichment for transcription factors was detected, particularly the AP2/EREBP and WRKY family, suggesting that transcription factors might play important roles in driving G × N interaction at gene expression level for nitrogen response in maize. Taken together, these results not only provide novel insights into the mechanism of nitrogen response in maize and set important basis for further characterization but also have important implications for other genotype by stress interaction.
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Affiliation(s)
- Qiuyue Chen
- National Maize Improvement Center of China, China Agricultural University, Beijing, 100193, China
| | - Zhipeng Liu
- National Maize Improvement Center of China, China Agricultural University, Beijing, 100193, China
| | - Baobao Wang
- National Maize Improvement Center of China, China Agricultural University, Beijing, 100193, China
| | - Xufeng Wang
- National Maize Improvement Center of China, China Agricultural University, Beijing, 100193, China
| | - Jinsheng Lai
- National Maize Improvement Center of China, China Agricultural University, Beijing, 100193, China
| | - Feng Tian
- National Maize Improvement Center of China, China Agricultural University, Beijing, 100193, China.
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Glaubitz U, Erban A, Kopka J, Hincha DK, Zuther E. High night temperature strongly impacts TCA cycle, amino acid and polyamine biosynthetic pathways in rice in a sensitivity-dependent manner. JOURNAL OF EXPERIMENTAL BOTANY 2015; 66:6385-97. [PMID: 26208642 PMCID: PMC4588888 DOI: 10.1093/jxb/erv352] [Citation(s) in RCA: 17] [Impact Index Per Article: 1.9] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 05/05/2023]
Abstract
Global climate change combined with asymmetric warming can have detrimental effects on the yield of crop plants such as rice (Oryza sativa L.). Little is known about metabolic responses of rice to high night temperature (HNT) conditions. Twelve cultivars with different HNT sensitivity were used to investigate metabolic changes in the vegetative stage under HNT compared to control conditions. Central metabolism, especially TCA cycle and amino acid biosynthesis, were strongly affected particularly in sensitive cultivars. Levels of several metabolites were correlated with HNT sensitivity. Furthermore, pool sizes of some metabolites negatively correlated with HNT sensitivity under control conditions, indicating metabolic pre-adaptation in tolerant cultivars. The polyamines putrescine, spermidine and spermine showed increased abundance in sensitive cultivars under HNT conditions. Correlations between the content of polyamines and 75 other metabolites indicated metabolic shifts from correlations with sugar-phosphates and 1-kestose under control to correlations with sugars and amino and organic acids under HNT conditions. Increased expression levels of ADC2 and ODC1, genes encoding enzymes catalysing the first committed steps of putrescine biosynthesis, were restricted to sensitive cultivars under HNT. Additionally, transcript levels of eight polyamine biosynthesis genes were correlated with HNT sensitivity. Responses to HNT in the vegetative stage result in distinct differences between differently responding cultivars with a dysregulation of central metabolism and an increase of polyamine biosynthesis restricted to sensitive cultivars under HNT conditions and a pre-adaptation of tolerant cultivars already under control conditions with higher levels of potentially protective compatible solutes.
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Affiliation(s)
- Ulrike Glaubitz
- Max-Planck-Institut für Molekulare Pflanzenphysiologie, Am Mühlenberg 1, D-14476 Potsdam, Germany
| | - Alexander Erban
- Max-Planck-Institut für Molekulare Pflanzenphysiologie, Am Mühlenberg 1, D-14476 Potsdam, Germany
| | - Joachim Kopka
- Max-Planck-Institut für Molekulare Pflanzenphysiologie, Am Mühlenberg 1, D-14476 Potsdam, Germany
| | - Dirk K Hincha
- Max-Planck-Institut für Molekulare Pflanzenphysiologie, Am Mühlenberg 1, D-14476 Potsdam, Germany
| | - Ellen Zuther
- Max-Planck-Institut für Molekulare Pflanzenphysiologie, Am Mühlenberg 1, D-14476 Potsdam, Germany
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Physiological, Ultrastructural and Proteomic Responses in the Leaf of Maize Seedlings to Polyethylene Glycol-Stimulated Severe Water Deficiency. Int J Mol Sci 2015; 16:21606-25. [PMID: 26370980 PMCID: PMC4613270 DOI: 10.3390/ijms160921606] [Citation(s) in RCA: 14] [Impact Index Per Article: 1.6] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/01/2015] [Accepted: 08/24/2015] [Indexed: 12/13/2022] Open
Abstract
After maize seedlings grown in full-strength Hoagland solution for 20 days were exposed to 20% polyethylene glycol (PEG)-stimulated water deficiency for two days, plant height, shoot fresh and dry weights, and pigment contents significantly decreased, whereas malondialdehyde (MDA) content greatly increased. Using transmission electron microscopy, we observed that chloroplasts of mesophyll cells in PEG-treated maize seedlings were swollen, with a disintegrating envelope and disrupted grana thylakoid lamellae. Using two-dimensional gel electrophoresis (2-DE) method, we were able to identify 22 protein spots with significantly altered abundance in the leaves of treated seedlings in response to water deficiency, 16 of which were successfully identified. These protein species were functionally classified into signal transduction, stress defense, carbohydrate metabolism, protein metabolism, and unknown categories. The change in the abundance of the identified protein species may be closely related to the phenotypic and physiological changes due to PEG-stimulated water deficiency. Most of the identified protein species were putatively located in chloroplasts, indicating that chloroplasts may be prone to damage by PEG stimulated-water deficiency in maize seedlings. Our results help clarify the molecular mechanisms of the responses of higher plants to severe water deficiency.
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Nouri MZ, Moumeni A, Komatsu S. Abiotic Stresses: Insight into Gene Regulation and Protein Expression in Photosynthetic Pathways of Plants. Int J Mol Sci 2015; 16:20392-416. [PMID: 26343644 PMCID: PMC4613210 DOI: 10.3390/ijms160920392] [Citation(s) in RCA: 65] [Impact Index Per Article: 7.2] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/25/2015] [Revised: 08/13/2015] [Accepted: 08/21/2015] [Indexed: 01/05/2023] Open
Abstract
Global warming and climate change intensified the occurrence and severity of abiotic stresses that seriously affect the growth and development of plants,especially, plant photosynthesis. The direct impact of abiotic stress on the activity of photosynthesis is disruption of all photosynthesis components such as photosystem I and II, electron transport, carbon fixation, ATP generating system and stomatal conductance. The photosynthetic system of plants reacts to the stress differently, according to the plant type, photosynthetic systems (C₃ or C₄), type of the stress, time and duration of the occurrence and several other factors. The plant responds to the stresses by a coordinate chloroplast and nuclear gene expression. Chloroplast, thylakoid membrane, and nucleus are the main targets of regulated proteins and metabolites associated with photosynthetic pathways. Rapid responses of plant cell metabolism and adaptation to photosynthetic machinery are key factors for survival of plants in a fluctuating environment. This review gives a comprehensive view of photosynthesis-related alterations at the gene and protein levels for plant adaptation or reaction in response to abiotic stress.
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Affiliation(s)
- Mohammad-Zaman Nouri
- Rice Research Institute of Iran, Mazandaran Branch, Agricultural Research, Education and Extension Organization (AREEO), Amol 46191-91951, Iran.
| | - Ali Moumeni
- Rice Research Institute of Iran, Mazandaran Branch, Agricultural Research, Education and Extension Organization (AREEO), Amol 46191-91951, Iran.
| | - Setsuko Komatsu
- National Institute of Crop Science, National Agriculture and Food Research Organization, Tsukuba 305-8518, Japan.
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Shin JH, Vaughn JN, Abdel-Haleem H, Chavarro C, Abernathy B, Kim KD, Jackson SA, Li Z. Transcriptomic changes due to water deficit define a general soybean response and accession-specific pathways for drought avoidance. BMC PLANT BIOLOGY 2015; 15:26. [PMID: 25644024 PMCID: PMC4322458 DOI: 10.1186/s12870-015-0422-8] [Citation(s) in RCA: 19] [Impact Index Per Article: 2.1] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 08/26/2014] [Accepted: 01/12/2015] [Indexed: 05/04/2023]
Abstract
BACKGROUND Among abiotic stresses, drought is the most common reducer of crop yields. The slow-wilting soybean genotype PI 416937 is somewhat robust to water deficit and has been used previously to map the trait in a bi-parental population. Since drought stress response is a complex biological process, whole genome transcriptome analysis was performed to obtain a deeper understanding of the drought response in soybean. RESULTS Contrasting data from PI 416937 and the cultivar 'Benning', we developed a classification system to identify genes that were either responding to water-deficit in both genotypes or that had a genotype x environment (GxE) response. In spite of very different wilting phenotypes, 90% of classifiable genes had either constant expression in both genotypes (33%) or very similar response profiles (E genes, 57%). By further classifying E genes based on expression profiles, we were able to discern the functional specificity of transcriptional responses at particular stages of water-deficit, noting both the well-known reduction in photosynthesis genes as well as the less understood up-regulation of the protein transport pathway. Two percent of classifiable genes had a well-defined GxE response, many of which are located within slow-wilting QTLs. We consider these strong candidates for possible causal genes underlying PI 416937's unique drought avoidance strategy. CONCLUSIONS There is a general and functionally significant transcriptional response to water deficit that involves not only known pathways, such as down-regulation of photosynthesis, but also up-regulation of protein transport and chromatin remodeling. Genes that show a genotypic difference are more likely to show an environmental response than genes that are constant between genotypes. In this study, at least five genes that clearly exhibited a genotype x environment response fell within known QTL and are very good candidates for further research into slow-wilting.
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Affiliation(s)
- Jin Hee Shin
- Center for Applied Genetic Technologies & Department of Crop and Soil Science, University of Georgia, Athens, GA, 30602, USA.
| | - Justin N Vaughn
- Center for Applied Genetic Technologies & Department of Crop and Soil Science, University of Georgia, Athens, GA, 30602, USA.
| | - Hussein Abdel-Haleem
- Center for Applied Genetic Technologies & Department of Crop and Soil Science, University of Georgia, Athens, GA, 30602, USA.
| | - Carolina Chavarro
- Center for Applied Genetic Technologies & Department of Crop and Soil Science, University of Georgia, Athens, GA, 30602, USA.
| | - Brian Abernathy
- Center for Applied Genetic Technologies & Department of Crop and Soil Science, University of Georgia, Athens, GA, 30602, USA.
| | - Kyung Do Kim
- Center for Applied Genetic Technologies & Department of Crop and Soil Science, University of Georgia, Athens, GA, 30602, USA.
| | - Scott A Jackson
- Center for Applied Genetic Technologies & Department of Crop and Soil Science, University of Georgia, Athens, GA, 30602, USA.
| | - Zenglu Li
- Center for Applied Genetic Technologies & Department of Crop and Soil Science, University of Georgia, Athens, GA, 30602, USA.
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Todaka D, Shinozaki K, Yamaguchi-Shinozaki K. Recent advances in the dissection of drought-stress regulatory networks and strategies for development of drought-tolerant transgenic rice plants. FRONTIERS IN PLANT SCIENCE 2015; 6:84. [PMID: 25741357 PMCID: PMC4332304 DOI: 10.3389/fpls.2015.00084] [Citation(s) in RCA: 194] [Impact Index Per Article: 21.6] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Subscribe] [Scholar Register] [Received: 10/08/2014] [Accepted: 02/02/2015] [Indexed: 05/17/2023]
Abstract
Advances have been made in the development of drought-tolerant transgenic plants, including cereals. Rice, one of the most important cereals, is considered to be a critical target for improving drought tolerance, as present-day rice cultivation requires large quantities of water and as drought-tolerant rice plants should be able to grow in small amounts of water. Numerous transgenic rice plants showing enhanced drought tolerance have been developed to date. Such genetically engineered plants have generally been developed using genes encoding proteins that control drought regulatory networks. These proteins include transcription factors, protein kinases, receptor-like kinases, enzymes related to osmoprotectant or plant hormone synthesis, and other regulatory or functional proteins. Of the drought-tolerant transgenic rice plants described in this review, approximately one-third show decreased plant height under non-stressed conditions or in response to abscisic acid treatment. In cereal crops, plant height is a very important agronomic trait directly affecting yield, although the improvement of lodging resistance should also be taken into consideration. Understanding the regulatory mechanisms of plant growth reduction under drought stress conditions holds promise for developing transgenic plants that produce high yields under drought stress conditions. Plant growth rates are reduced more rapidly than photosynthetic activity under drought conditions, implying that plants actively reduce growth in response to drought stress. In this review, we summarize studies on molecular regulatory networks involved in response to drought stress. In a separate section, we highlight progress in the development of transgenic drought-tolerant rice plants, with special attention paid to field trial investigations.
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Affiliation(s)
- Daisuke Todaka
- Laboratory of Plant Molecular Physiology, Graduate School of Agricultural and Life Sciences, The University of Tokyo, TokyoJapan
| | - Kazuo Shinozaki
- RIKEN Center for Sustainable Resource Science, YokohamaJapan
| | - Kazuko Yamaguchi-Shinozaki
- Laboratory of Plant Molecular Physiology, Graduate School of Agricultural and Life Sciences, The University of Tokyo, TokyoJapan
- *Correspondence: Kazuko Yamaguchi-Shinozaki, Laboratory of Plant Molecular Physiology, Graduate School of Agricultural and Life Sciences, The University of Tokyo, Bunkyo-ku, Tokyo 113-8657, Japan e-mail:
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Sinha P, Pazhamala LT, Singh VK, Saxena RK, Krishnamurthy L, Azam S, Khan AW, Varshney RK. Identification and Validation of Selected Universal Stress Protein Domain Containing Drought-Responsive Genes in Pigeonpea (Cajanus cajan L.). FRONTIERS IN PLANT SCIENCE 2015; 6:1065. [PMID: 26779199 PMCID: PMC4701917 DOI: 10.3389/fpls.2015.01065] [Citation(s) in RCA: 21] [Impact Index Per Article: 2.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Subscribe] [Scholar Register] [Received: 07/24/2015] [Accepted: 11/16/2015] [Indexed: 05/04/2023]
Abstract
Pigeonpea is a resilient crop, which is relatively more drought tolerant than many other legume crops. To understand the molecular mechanisms of this unique feature of pigeonpea, 51 genes were selected using the Hidden Markov Models (HMM) those codes for proteins having close similarity to universal stress protein domain. Validation of these genes was conducted on three pigeonpea genotypes (ICPL 151, ICPL 8755, and ICPL 227) having different levels of drought tolerance. Gene expression analysis using qRT-PCR revealed 6, 8, and 18 genes to be ≥2-fold differentially expressed in ICPL 151, ICPL 8755, and ICPL 227, respectively. A total of 10 differentially expressed genes showed ≥2-fold up-regulation in the more drought tolerant genotype, which encoded four different classes of proteins. These include plant U-box protein (four genes), universal stress protein A-like protein (four genes), cation/H(+) antiporter protein (one gene) and an uncharacterized protein (one gene). Genes C.cajan_29830 and C.cajan_33874 belonging to uspA, were found significantly expressed in all the three genotypes with ≥2-fold expression variations. Expression profiling of these two genes on the four other legume crops revealed their specific role in pigeonpea. Therefore, these genes seem to be promising candidates for conferring drought tolerance specifically to pigeonpea.
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Affiliation(s)
- Pallavi Sinha
- Center of Excellence in Genomics (CEG), International Crops Research Institute for the Semi-Arid Tropics (ICRISAT)Hyderabad, India
| | - Lekha T. Pazhamala
- Center of Excellence in Genomics (CEG), International Crops Research Institute for the Semi-Arid Tropics (ICRISAT)Hyderabad, India
| | - Vikas K. Singh
- Center of Excellence in Genomics (CEG), International Crops Research Institute for the Semi-Arid Tropics (ICRISAT)Hyderabad, India
| | - Rachit K. Saxena
- Center of Excellence in Genomics (CEG), International Crops Research Institute for the Semi-Arid Tropics (ICRISAT)Hyderabad, India
| | - L. Krishnamurthy
- Center of Excellence in Genomics (CEG), International Crops Research Institute for the Semi-Arid Tropics (ICRISAT)Hyderabad, India
| | - Sarwar Azam
- Center of Excellence in Genomics (CEG), International Crops Research Institute for the Semi-Arid Tropics (ICRISAT)Hyderabad, India
| | - Aamir W. Khan
- Center of Excellence in Genomics (CEG), International Crops Research Institute for the Semi-Arid Tropics (ICRISAT)Hyderabad, India
| | - Rajeev K. Varshney
- Center of Excellence in Genomics (CEG), International Crops Research Institute for the Semi-Arid Tropics (ICRISAT)Hyderabad, India
- School of Plant Biology and the Institute of Agriculture, The University of Western AustraliaPerth, WA, Australia
- *Correspondence: Rajeev K. Varshney
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Sinha P, Pazhamala LT, Singh VK, Saxena RK, Krishnamurthy L, Azam S, Khan AW, Varshney RK. Identification and Validation of Selected Universal Stress Protein Domain Containing Drought-Responsive Genes in Pigeonpea (Cajanus cajan L.). FRONTIERS IN PLANT SCIENCE 2015. [PMID: 26779199 DOI: 10.3380/fpls.2015.01065] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Subscribe] [Scholar Register] [Indexed: 05/03/2023]
Abstract
Pigeonpea is a resilient crop, which is relatively more drought tolerant than many other legume crops. To understand the molecular mechanisms of this unique feature of pigeonpea, 51 genes were selected using the Hidden Markov Models (HMM) those codes for proteins having close similarity to universal stress protein domain. Validation of these genes was conducted on three pigeonpea genotypes (ICPL 151, ICPL 8755, and ICPL 227) having different levels of drought tolerance. Gene expression analysis using qRT-PCR revealed 6, 8, and 18 genes to be ≥2-fold differentially expressed in ICPL 151, ICPL 8755, and ICPL 227, respectively. A total of 10 differentially expressed genes showed ≥2-fold up-regulation in the more drought tolerant genotype, which encoded four different classes of proteins. These include plant U-box protein (four genes), universal stress protein A-like protein (four genes), cation/H(+) antiporter protein (one gene) and an uncharacterized protein (one gene). Genes C.cajan_29830 and C.cajan_33874 belonging to uspA, were found significantly expressed in all the three genotypes with ≥2-fold expression variations. Expression profiling of these two genes on the four other legume crops revealed their specific role in pigeonpea. Therefore, these genes seem to be promising candidates for conferring drought tolerance specifically to pigeonpea.
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Affiliation(s)
- Pallavi Sinha
- Center of Excellence in Genomics (CEG), International Crops Research Institute for the Semi-Arid Tropics (ICRISAT) Hyderabad, India
| | - Lekha T Pazhamala
- Center of Excellence in Genomics (CEG), International Crops Research Institute for the Semi-Arid Tropics (ICRISAT) Hyderabad, India
| | - Vikas K Singh
- Center of Excellence in Genomics (CEG), International Crops Research Institute for the Semi-Arid Tropics (ICRISAT) Hyderabad, India
| | - Rachit K Saxena
- Center of Excellence in Genomics (CEG), International Crops Research Institute for the Semi-Arid Tropics (ICRISAT) Hyderabad, India
| | - L Krishnamurthy
- Center of Excellence in Genomics (CEG), International Crops Research Institute for the Semi-Arid Tropics (ICRISAT) Hyderabad, India
| | - Sarwar Azam
- Center of Excellence in Genomics (CEG), International Crops Research Institute for the Semi-Arid Tropics (ICRISAT) Hyderabad, India
| | - Aamir W Khan
- Center of Excellence in Genomics (CEG), International Crops Research Institute for the Semi-Arid Tropics (ICRISAT) Hyderabad, India
| | - Rajeev K Varshney
- Center of Excellence in Genomics (CEG), International Crops Research Institute for the Semi-Arid Tropics (ICRISAT)Hyderabad, India; School of Plant Biology and the Institute of Agriculture, The University of Western AustraliaPerth, WA, Australia
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63
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Melloul M, Iraqi D, El Alaoui M, Erba G, Alaoui S, Ibriz M, Elfahime E. Identification of Differentially Expressed Genes by
cDNA-AFLP Technique in Response to Drought Stress
in Triticum durum. Food Technol Biotechnol 2014; 52:479-488. [PMID: 27904321 PMCID: PMC5079143 DOI: 10.17113/ftb.52.04.14.3701] [Citation(s) in RCA: 7] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/25/2014] [Accepted: 08/12/2014] [Indexed: 12/27/2022] Open
Abstract
Drought is the single largest abiotic stress factor leading to reduced crop yields. The identification of differentially expressed genes and the understanding of their functions in environmentally stressful conditions are essential to improve drought tolerance. Transcriptomics is a powerful approach for the global analysis of molecular mechanisms under abiotic stress. To identify genes that are important for drought tolerance, we analyzed mRNA populations from untreated and drought-stressed leaves of Triticum durum by cDNA- -amplified fragment length polymorphism (cDNA-AFLP) technique. Overall, 76 transcript- -derived fragments corresponding to differentially induced transcripts were successfully sequenced. Most of the transcripts identified here, using basic local alignment search tool (BLAST) database, were genes belonging to different functional categories related to metabolism, energy, cellular biosynthesis, cell defense, signal transduction, transcription regulation, protein degradation and transport. The expression patterns of these genes were confirmed by quantitative reverse transcriptase real-time polymerase chain reaction (qRT- -PCR) based on ten selected genes representing different patterns. These results could facilitate the understanding of cellular mechanisms involving groups of genes that act in coordination in response to stimuli of water deficit. The identification of novel stress-responsive genes will provide useful data that could help develop breeding strategies aimed at improving durum wheat tolerance to field stress.
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Affiliation(s)
- Marouane Melloul
- Genetic and Biometry Laboratory, Faculty of Sciences, University Ibn Tofail, BP 133,
14000 Kenitra, Morocco
- Functional Genomic Platform, Technical Unit (UATRS), National Center for Scientific and Technical Research (CNRST), Angle Allal Fassi, Avenue des FAR, Hay Riad, BP 8027, 10102 Rabat, Morocco
| | - Driss Iraqi
- National Institute of Agronomical Research, Avenue de la Victoire, BP 415, Rabat, Morocco
| | - MyAbdelaziz El Alaoui
- Genetic and Biometry Laboratory, Faculty of Sciences, University Ibn Tofail, BP 133,
14000 Kenitra, Morocco
- Functional Genomic Platform, Technical Unit (UATRS), National Center for Scientific and Technical Research (CNRST), Angle Allal Fassi, Avenue des FAR, Hay Riad, BP 8027, 10102 Rabat, Morocco
| | - Gilles Erba
- Labgene Scientific Instruments, Athens Building, Business Park, 74160 Archamps, France
| | - Sanaa Alaoui
- Functional Genomic Platform, Technical Unit (UATRS), National Center for Scientific and Technical Research (CNRST), Angle Allal Fassi, Avenue des FAR, Hay Riad, BP 8027, 10102 Rabat, Morocco
| | - Mohammed Ibriz
- Genetic and Biometry Laboratory, Faculty of Sciences, University Ibn Tofail, BP 133,
14000 Kenitra, Morocco
| | - Elmostafa Elfahime
- Functional Genomic Platform, Technical Unit (UATRS), National Center for Scientific and Technical Research (CNRST), Angle Allal Fassi, Avenue des FAR, Hay Riad, BP 8027, 10102 Rabat, Morocco
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Huang L, Zhang F, Zhang F, Wang W, Zhou Y, Fu B, Li Z. Comparative transcriptome sequencing of tolerant rice introgression line and its parents in response to drought stress. BMC Genomics 2014; 15:1026. [PMID: 25428615 PMCID: PMC4258296 DOI: 10.1186/1471-2164-15-1026] [Citation(s) in RCA: 67] [Impact Index Per Article: 6.7] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/20/2014] [Accepted: 10/30/2014] [Indexed: 11/10/2022] Open
Abstract
BACKGROUND Rice (Oryza sativa. L) is more sensitive to drought stress than other cereals, and large genotypic variation in drought tolerance (DT) exists within the cultivated rice gene pool and its wild relatives. Selective introgression of DT donor segments into a drought-sensitive (DS) elite recurrent parent by backcrossing is an effective way to improve drought stress tolerance in rice. To dissect the molecular mechanisms underlying DT in rice, deep transcriptome sequencing was used to investigate transcriptome differences among a DT introgression line H471, the DT donor P28, and the drought-sensitive, recurrent parent HHZ under drought stress. RESULTS The results revealed constitutively differential gene expression before stress and distinct global transcriptome reprogramming among the three genotypes under a time series of drought stress, consistent with their different genotypes and DT phenotypes. A set of genes with higher basal expression in both H471 and P28 compared with HHZ were functionally enriched in oxidoreductase and lyase activities, implying their positive role in intrinsic DT. Gene Ontology analysis indicated that common up-regulated genes in all three genotypes under mild drought stress were enriched in signaling transduction and transcription regulation. Meanwhile, diverse functional categories were characterized for the commonly drought-induced genes in response to severe drought stress. Further comparative transcriptome analysis between H471 and HHZ under drought stress found that introgression caused wide-range gene expression changes; most of the differentially expressed genes (DEGs) in H471 relative to HHZ under drought were beyond the identified introgressed regions, implying that introgression resulted in novel changes in expression. Co-expression analysis of these DEGs represented a complex regulatory network, including the jasmonic acid and gibberellin pathway, involved in drought stress tolerance in H471. CONCLUSIONS Comprehensive gene expression profiles revealed that genotype-specific drought induced genes and genes with higher expression in the DT genotype under normal and drought conditions contribute jointly to DT improvement. The molecular genetic pathways of drought stress tolerance uncovered in this study, as well as the DEGs co-localized with DT-related QTLs and introgressed intervals, will serve as useful resources for further functional dissection of the molecular mechanisms of drought stress response in rice.
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Affiliation(s)
| | | | | | | | - Yongli Zhou
- Institute of Crop Sciences/National Key Facility for Crop Gene Resources and Genetic Improvement, Chinese Academy of Agricultural Sciences, South Zhong-Guan-Cun Street 12#, Beijing 100081, China.
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65
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Wu J, Wang L, Li L, Wang S. De novo assembly of the common bean transcriptome using short reads for the discovery of drought-responsive genes. PLoS One 2014; 9:e109262. [PMID: 25275443 PMCID: PMC4183588 DOI: 10.1371/journal.pone.0109262] [Citation(s) in RCA: 31] [Impact Index Per Article: 3.1] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/17/2014] [Accepted: 09/04/2014] [Indexed: 12/01/2022] Open
Abstract
The common bean (Phaseolus vulgaris L.) is one of the most important food legumes, far ahead of other legumes. The average grain yield of the common bean worldwide is much lower than its potential yields, primarily due to drought in the field. However, the gene network that mediates plant responses to drought stress remains largely unknown in this species. The major goals of our study are to identify a large scale of genes involved in drought stress using RNA-seq. First, we assembled 270 million high-quality trimmed reads into a non-redundant set of 62,828 unigenes, representing approximately 49 Mb of unique transcriptome sequences. Of these unigenes, 26,501 (42.2%) common bean unigenes had significant similarity with unigenes/predicted proteins from other legumes or sequenced plants. All unigenes were functionally annotated within the GO, COG and KEGG pathways. The strategy for de novo assembly of transcriptome data generated here will be useful in other legume plant transcriptome studies. Second, we identified 10,482 SSRs and 4,099 SNPs in transcripts. The large number of genetic markers provides a resource for gene discovery and development of functional molecular markers. Finally, we found differential expression genes (DEGs) between terminal drought and optimal irrigation treatments and between the two different genotypes Long 22-0579 (drought tolerant) and Naihua (drought sensitive). DEGs were confirmed by quantitative real-time PCR assays, which indicated that these genes are functionally associated with the drought-stress response. These resources will be helpful for basic and applied research for genome analysis and crop drought resistance improvement in the common bean.
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Affiliation(s)
- Jing Wu
- Key Laboratory of Crop Germplasm Resources and Utilization, Ministry of Agriculture; The National Key Facility for Crop Gene Resources and Genetic Improvement, Institute of Crop Science, the Chinese Academy of Agricultural Sciences, Beijing, China
| | - Lanfen Wang
- Key Laboratory of Crop Germplasm Resources and Utilization, Ministry of Agriculture; The National Key Facility for Crop Gene Resources and Genetic Improvement, Institute of Crop Science, the Chinese Academy of Agricultural Sciences, Beijing, China
| | - Long Li
- Key Laboratory of Crop Germplasm Resources and Utilization, Ministry of Agriculture; The National Key Facility for Crop Gene Resources and Genetic Improvement, Institute of Crop Science, the Chinese Academy of Agricultural Sciences, Beijing, China
| | - Shumin Wang
- Key Laboratory of Crop Germplasm Resources and Utilization, Ministry of Agriculture; The National Key Facility for Crop Gene Resources and Genetic Improvement, Institute of Crop Science, the Chinese Academy of Agricultural Sciences, Beijing, China
- * E-mail:
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66
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Blum A. Genomics for drought resistance - getting down to earth. FUNCTIONAL PLANT BIOLOGY : FPB 2014; 41:1191-1198. [PMID: 32481068 DOI: 10.1071/fp14018] [Citation(s) in RCA: 30] [Impact Index Per Article: 3.0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Subscribe] [Scholar Register] [Received: 01/14/2014] [Accepted: 03/10/2014] [Indexed: 05/20/2023]
Abstract
A meta-analysis of 520 reports published during the last 20 years on transgenic and mutant plants generated towards drought resistance revealed a total of at least 487 tested transgenic plants involving at least 100 genes claimed to be functional towards drought resistance. During this period, the rate of reported new experimental transgenic model or crop plants for drought resistance has been increasing exponentially. Despite these numbers, qualified sources of information indicate a very limited impact on global dryland agriculture, whereas the genetically modified (GM) market hardly recognises drought-resistant GM cultivars. This paper discusses possible reasons for the limited impact of genomics on the delivery of drought-resistant cultivars, which are beyond issues of regulation, propriety or commercialisation. These reasons are mainly tied to scientific and methodological problems in drought stress gene expression work and the functional genomics protocols used to identify drought resistance. Insufficient phenotyping of experimental transgenic plants for drought resistance often does not allow true conclusions about the real function of the discovered genes towards drought resistance. The discussion is concluded by proposing an outline of a minimal set of tests that might help us resolve the real function of discovered genes, thus bringing the research results down to earth.
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67
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Habash DZ, Baudo M, Hindle M, Powers SJ, Defoin-Platel M, Mitchell R, Saqi M, Rawlings C, Latiri K, Araus JL, Abdulkader A, Tuberosa R, Lawlor DW, Nachit MM. Systems responses to progressive water stress in durum wheat. PLoS One 2014; 9:e108431. [PMID: 25265161 PMCID: PMC4180936 DOI: 10.1371/journal.pone.0108431] [Citation(s) in RCA: 27] [Impact Index Per Article: 2.7] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/01/2014] [Accepted: 08/21/2014] [Indexed: 01/08/2023] Open
Abstract
Durum wheat is susceptible to terminal drought which can greatly decrease grain yield. Breeding to improve crop yield is hampered by inadequate knowledge of how the physiological and metabolic changes caused by drought are related to gene expression. To gain better insight into mechanisms defining resistance to water stress we studied the physiological and transcriptome responses of three durum breeding lines varying for yield stability under drought. Parents of a mapping population (Lahn x Cham1) and a recombinant inbred line (RIL2219) showed lowered flag leaf relative water content, water potential and photosynthesis when subjected to controlled water stress time transient experiments over a six-day period. RIL2219 lost less water and showed constitutively higher stomatal conductance, photosynthesis, transpiration, abscisic acid content and enhanced osmotic adjustment at equivalent leaf water compared to parents, thus defining a physiological strategy for high yield stability under water stress. Parallel analysis of the flag leaf transcriptome under stress uncovered global trends of early changes in regulatory pathways, reconfiguration of primary and secondary metabolism and lowered expression of transcripts in photosynthesis in all three lines. Differences in the number of genes, magnitude and profile of their expression response were also established amongst the lines with a high number belonging to regulatory pathways. In addition, we documented a large number of genes showing constitutive differences in leaf transcript expression between the genotypes at control non-stress conditions. Principal Coordinates Analysis uncovered a high level of structure in the transcriptome response to water stress in each wheat line suggesting genome-wide co-ordination of transcription. Utilising a systems-based approach of analysing the integrated wheat’s response to water stress, in terms of biological robustness theory, the findings suggest that each durum line transcriptome responded to water stress in a genome-specific manner which contributes to an overall different strategy of resistance to water stress.
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Affiliation(s)
- Dimah Z. Habash
- Plant Biology and Crop Science, Rothamsted Research, Harpenden, United Kingdom
- * E-mail:
| | - Marcela Baudo
- Plant Biology and Crop Science, Rothamsted Research, Harpenden, United Kingdom
| | - Matthew Hindle
- Computational and Systems Biology, Rothamsted Research, Harpenden, United Kingdom
| | - Stephen J. Powers
- Computational and Systems Biology, Rothamsted Research, Harpenden, United Kingdom
| | | | - Rowan Mitchell
- Computational and Systems Biology, Rothamsted Research, Harpenden, United Kingdom
| | - Mansoor Saqi
- Computational and Systems Biology, Rothamsted Research, Harpenden, United Kingdom
| | - Chris Rawlings
- Computational and Systems Biology, Rothamsted Research, Harpenden, United Kingdom
| | - Kawther Latiri
- Laboratoire D'agronomie, National Agricultural Research Institute of Tunisia, Ariana, Tunisia
| | - Jose L. Araus
- Dept. of Vegetal Biology, Faculty of Biology, Barcelona, Spain
| | - Ahmad Abdulkader
- Biotechnology Department, General Commission for Scientific Agricultural Research, Damascus, Syria
| | - Roberto Tuberosa
- Dept. of Agroenvironmental Science and Technology, University of Bologna, Bologna, Italy
| | - David W. Lawlor
- Plant Biology and Crop Science, Rothamsted Research, Harpenden, United Kingdom
| | - Miloudi M. Nachit
- Biodiversity and Integrated Gene Management Program, International Center for Agricultural Research in the Dry Areas, Rabat, Morocco
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Dash PK, Cao Y, Jailani AK, Gupta P, Venglat P, Xiang D, Rai R, Sharma R, Thirunavukkarasu N, Abdin MZ, Yadava DK, Singh NK, Singh J, Selvaraj G, Deyholos M, Kumar PA, Datla R. Genome-wide analysis of drought induced gene expression changes in flax (Linum usitatissimum). GM CROPS & FOOD 2014; 5:106-19. [PMID: 25072186 DOI: 10.4161/gmcr.29742] [Citation(s) in RCA: 42] [Impact Index Per Article: 4.2] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 12/21/2022]
Abstract
A robust phenotypic plasticity to ward off adverse environmental conditions determines performance and productivity in crop plants. Flax (linseed), is an important cash crop produced for natural textile fiber (linen) or oilseed with many health promoting products. This crop is prone to drought stress and yield losses in many parts of the world. Despite recent advances in drought research in a number of important crops, related progress in flax is very limited. Since, response of this plant to drought stress has not been addressed at the molecular level; we conducted microarray analysis to capture transcriptome associated with induced drought in flax. This study identified 183 differentially expressed genes (DEGs) associated with diverse cellular, biophysical and metabolic programs in flax. The analysis also revealed especially the altered regulation of cellular and metabolic pathways governing photosynthesis. Additionally, comparative transcriptome analysis identified a plethora of genes that displayed differential regulation both spatially and temporally. These results revealed co-regulated expression of 26 genes in both shoot and root tissues with implications for drought stress response. Furthermore, the data also showed that more genes are upregulated in roots compared to shoots, suggesting that roots may play important and additional roles in response to drought in flax. With prolonged drought treatment, the number of DEGs increased in both tissue types. Differential expression of selected genes was confirmed by qRT-PCR, thus supporting the suggested functional association of these intrinsic genes in maintaining growth and homeostasis in response to imminent drought stress in flax. Together the present study has developed foundational and new transcriptome data sets for drought stress in flax.
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Affiliation(s)
- Prasanta K Dash
- National Research Centre on Plant Biotechnology; PUSA Campus; New Delhi, India
| | - Yongguo Cao
- National Research Council of Canada; Saskatoon, SK Canada
| | - Abdul K Jailani
- National Research Centre on Plant Biotechnology; PUSA Campus; New Delhi, India
| | - Payal Gupta
- National Research Centre on Plant Biotechnology; PUSA Campus; New Delhi, India
| | | | - Daoquan Xiang
- National Research Council of Canada; Saskatoon, SK Canada
| | - Rhitu Rai
- National Research Centre on Plant Biotechnology; PUSA Campus; New Delhi, India
| | - Rinku Sharma
- Indian Agricultural Research Institute; PUSA Campus; New Delhi, India
| | | | - Malik Z Abdin
- Faculty of Science; Hamdard University; Hamdard Nagar, New Delhi, India
| | - Devendra K Yadava
- Indian Agricultural Research Institute; PUSA Campus; New Delhi, India
| | - Nagendra K Singh
- National Research Centre on Plant Biotechnology; PUSA Campus; New Delhi, India
| | - Jas Singh
- Eastern Cereal and Oilseed Research Centre; Agriculture and Agri-Food Canada; Ottawa, ON Canada
| | | | - Mike Deyholos
- Department of Biological Sciences; University of Alberta; Edmonton, AB Canada
| | | | - Raju Datla
- National Research Council of Canada; Saskatoon, SK Canada
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Pintó-Marijuan M, Munné-Bosch S. Photo-oxidative stress markers as a measure of abiotic stress-induced leaf senescence: advantages and limitations. JOURNAL OF EXPERIMENTAL BOTANY 2014; 65:3845-57. [PMID: 24683180 DOI: 10.1093/jxb/eru086] [Citation(s) in RCA: 79] [Impact Index Per Article: 7.9] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 05/18/2023]
Abstract
Inside chloroplasts, several abiotic stresses (including drought, high light, salinity, or extreme temperatures) induce a reduction in CO2 assimilation rates with a consequent increase in reactive oxygen species (ROS) production, ultimately leading to leaf senescence and yield loss. Photo-oxidation processes should therefore be mitigated to prevent leaf senescence, and plants have evolved several mechanisms to either prevent the formation of ROS or eliminate them. Technology evolution during the past decade has brought faster and more precise methodologies to quantify ROS production effects and damage, and the capacities of plants to withstand oxidative stress. Nevertheless, it is very difficult to disentangle photo-oxidative processes that bring leaf defence and acclimation, from those leading to leaf senescence (and consequently death). It is important to avoid the mistake of discussing results on leaf extracts as being equivalent to chloroplast extracts without taking into account that other organelles, such as peroxisomes, mitochondria, or the apoplast also significantly contribute to the overall ROS production within the cell. Another important aspect is that studies on abiotic stress-induced leaf senescence in crops do not always include a time-course evolution of studied processes, which limits our knowledge about what photo-oxidative stress processes are required to irreversibly induce the senescence programme. This review will summarize the current technologies used to evaluate the extent of photo-oxidative stress in plants, and discuss their advantages and limitations in characterizing abiotic stress-induced leaf senescence in crops.
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Affiliation(s)
- Marta Pintó-Marijuan
- Departament de Biologia Vegetal, Facultat de Biologia, Universitat de Barcelona, Avinguda Diagonal 643, 08028 Barcelona, Spain
| | - Sergi Munné-Bosch
- Departament de Biologia Vegetal, Facultat de Biologia, Universitat de Barcelona, Avinguda Diagonal 643, 08028 Barcelona, Spain
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70
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Li X, Lu J, Liu S, Liu X, Lin Y, Li L. Identification of rapidly induced genes in the response of peanut (Arachis hypogaea) to water deficit and abscisic acid. BMC Biotechnol 2014; 14:58. [PMID: 24970488 PMCID: PMC4082179 DOI: 10.1186/1472-6750-14-58] [Citation(s) in RCA: 35] [Impact Index Per Article: 3.5] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/18/2013] [Accepted: 06/20/2014] [Indexed: 12/14/2022] Open
Abstract
Background Peanut (Arachis hypogaea) is an important crop, but droughts often affect peanut production. There is a lack of genomic information available for peanut; therefore, little is known about the molecular basis of its drought stress response. Results Previously, we found that peanut stomata close rapidly during water deficit and in response to abscisic acid (ABA) treatment, and many genes show changes in their expression levels. To screen for candidate genes involved in the water deficit response, we used the Illumina HiSeq2000/MiSeq sequencing platform to conduct a global transcriptome analysis of peanut seedlings under water deficit with or without an ABA pretreatment. Three peanut tissues (leaves, roots, and stems) collected at each of three developmental stages (four-leaf, flowering, and podding stages) were used to construct sequence libraries. Then, 4.96 × 107 raw sequence reads were generated and the high quality reads were assembled into 47,842 unigenes. We analyzed these sequence libraries to identify differentially expressed genes (DEGs) under water deficit with or without ABA pretreatment. In total, 621 genes were induced rapidly (≥1.5 fold change compared with control) under water deficit, 2,665 genes were induced rapidly under water deficit + ABA pretreatment, and 279 genes overlapped between water deficit and water deficit + ABA pretreatment. Of the 279 overlapping genes, 264 showed the same expression pattern and 15 showed opposite expression patterns. Among the DEGs, 257 were highly induced (>5 fold) by water deficit + ABA pretreatment, while 19 were highly induced (>5 fold) by water deficit alone. The genes induced under water deficit + ABA pretreatment included 100 putative transcription factor (TF) genes, while those induced under water deficit alone included only 22 putative TF genes. To validate the transcriptome results, we conducted quantitative PCR (qPCR) analyses to quantify the transcript levels of nine candidate genes. Conclusions The DEGs results show that many genes are rapidly induced in peanut in response to water deficit without or with ABA pretreatment. The results indicate that the main drought response mechanisms in peanut function through an ABA-dependent pathway. Our data provide a comprehensive sequence resource for molecular genetics research on peanut stress responses.
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Affiliation(s)
| | | | | | | | | | - Ling Li
- Guangdong Provincial Key Lab of Biotechnology for Plant Development, College of Life Science, South China Normal University, Guangzhou 510631, P R China.
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71
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Glaubitz U, Li X, K Hl KI, van Dongen JT, Hincha DK, Zuther E. Differential physiological responses of different rice (Oryza sativa) cultivars to elevated night temperature during vegetative growth. FUNCTIONAL PLANT BIOLOGY : FPB 2014; 41:437-448. [PMID: 32481003 DOI: 10.1071/fp13132] [Citation(s) in RCA: 23] [Impact Index Per Article: 2.3] [Reference Citation Analysis] [Abstract] [Track Full Text] [Subscribe] [Scholar Register] [Received: 05/08/2013] [Accepted: 11/15/2013] [Indexed: 05/25/2023]
Abstract
Global climate change is leading to asymmetric atmospheric warming with reduced temperature differences between day and night. This has an increasing influence on crop plants. However, little is known about the physiology of high night temperature (HNT) effects and natural variation in HNT susceptibility. Twelve rice cultivars were investigated under HNT (30°C day/28°C night) and control (28°C day/21°C night) conditions. Chlorosis was observed under HNT and used to classify relative sensitivity of cultivars. The resulting mean sensitivity rank correlated significantly with seed yield under HNT (r=-0.547). Wide variability in HNT tolerance led to an increase in shoot FW and DW in tolerant, but decreased plant growth in sensitive cultivars. Growth parameters correlated negatively with HNT sensitivity. Respiration rate was significantly increased under HNT at the end of night for several cultivars 34 DAS and 41 DAS and for all cultivars 66 DAS whereas photosynthetic quantum yield was not influenced. Negative correlations of sensitivity rank with respiration rate at two time points under HNT (r=-0.305; r=-0.265) exclude higher respiration rates in sensitive cultivars as a primary cause for HNT sensitivity. Monosaccharide and starch concentrations of leaves were increased after 16 days of HNT, while sucrose was not affected. Additionally tolerant cultivars showed a higher increase of monosaccharide concentrations during the day under HNT compared with control conditions. While HNT did not lead to carbon depletion in rice leaves, tolerant cultivars coped better with HNT, enabling them to accumulate more carbohydrates than sensitive cultivars with leaves affected by chlorosis.
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Affiliation(s)
- Ulrike Glaubitz
- Max-Planck-Institut für Molekulare Pflanzenphysiologie, Am Mühlenberg 1, D-14476 Potsdam, Germany
| | - Xia Li
- Max-Planck-Institut für Molekulare Pflanzenphysiologie, Am Mühlenberg 1, D-14476 Potsdam, Germany
| | - Karin I K Hl
- Max-Planck-Institut für Molekulare Pflanzenphysiologie, Am Mühlenberg 1, D-14476 Potsdam, Germany
| | - Joost T van Dongen
- Max-Planck-Institut für Molekulare Pflanzenphysiologie, Am Mühlenberg 1, D-14476 Potsdam, Germany
| | - Dirk K Hincha
- Max-Planck-Institut für Molekulare Pflanzenphysiologie, Am Mühlenberg 1, D-14476 Potsdam, Germany
| | - Ellen Zuther
- Max-Planck-Institut für Molekulare Pflanzenphysiologie, Am Mühlenberg 1, D-14476 Potsdam, Germany
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Kim JS, Park HM, Chae S, Lee TH, Hwang DJ, Oh SD, Park JS, Song DG, Pan CH, Choi D, Kim YH, Nahm BH, Kim YK. A pepper MSRB2 gene confers drought tolerance in rice through the protection of chloroplast-targeted genes. PLoS One 2014; 9:e90588. [PMID: 24614245 PMCID: PMC3948683 DOI: 10.1371/journal.pone.0090588] [Citation(s) in RCA: 20] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/11/2013] [Accepted: 02/02/2014] [Indexed: 11/18/2022] Open
Abstract
BACKGROUND The perturbation of the steady state of reactive oxygen species (ROS) due to biotic and abiotic stresses in a plant could lead to protein denaturation through the modification of amino acid residues, including the oxidation of methionine residues. Methionine sulfoxide reductases (MSRs) catalyze the reduction of methionine sulfoxide back to the methionine residue. To assess the role of this enzyme, we generated transgenic rice using a pepper CaMSRB2 gene under the control of the rice Rab21 (responsive to ABA protein 21) promoter with/without a selection marker, the bar gene. RESULTS A drought resistance test on transgenic plants showed that CaMSRB2 confers drought tolerance to rice, as evidenced by less oxidative stress symptoms and a strengthened PSII quantum yield under stress conditions, and increased survival rate and chlorophyll index after the re-watering. The results from immunoblotting using a methionine sulfoxide antibody and nano-LC-MS/MS spectrometry suggest that porphobilinogen deaminase (PBGD), which is involved in chlorophyll synthesis, is a putative target of CaMSRB2. The oxidized methionine content of PBGD expressed in E. coli increased in the presence of H2O2, and the Met-95 and Met-227 residues of PBGD were reduced by CaMSRB2 in the presence of dithiothreitol (DTT). An expression profiling analysis of the overexpression lines also suggested that photosystems are less severely affected by drought stress. CONCLUSIONS Our results indicate that CaMSRB2 might play an important functional role in chloroplasts for conferring drought stress tolerance in rice.
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Affiliation(s)
- Joung Sug Kim
- Division of Bioscience and Bioinformatics, Myong Ji University, Yongin, Kyonggido, Korea
| | - Hyang-Mi Park
- Rice research division, National Institute of Crop Science, Suwon, Korea
| | - Songhwa Chae
- Genomics Genetics Institute, GreenGene BioTech Inc., Yongin, Kyonggido, Korea
| | - Tae-Ho Lee
- Genomics Genetics Institute, GreenGene BioTech Inc., Yongin, Kyonggido, Korea
| | - Duk-Ju Hwang
- National Academy of Agricultural Science, Rural Development Administration, Suwon, Korea
| | - Sung-Dug Oh
- National Academy of Agricultural Science, Rural Development Administration, Suwon, Korea
| | - Jong-Sug Park
- National Academy of Agricultural Science, Rural Development Administration, Suwon, Korea
| | - Dae-Geun Song
- Functional Food Center, Korea Institute of Science and Technology (KIST), Gangneung, Gangwon-do, Korea
| | - Cheol-Ho Pan
- Functional Food Center, Korea Institute of Science and Technology (KIST), Gangneung, Gangwon-do, Korea
| | - Doil Choi
- College of Agriculture and Life Sciences and Plant Genomics & Breeding Institute, Seoul National University, Seoul, Korea
| | - Yul-Ho Kim
- Rice research division, National Institute of Crop Science, Suwon, Korea
| | - Baek Hie Nahm
- Division of Bioscience and Bioinformatics, Myong Ji University, Yongin, Kyonggido, Korea
- Genomics Genetics Institute, GreenGene BioTech Inc., Yongin, Kyonggido, Korea
| | - Yeon-Ki Kim
- Genomics Genetics Institute, GreenGene BioTech Inc., Yongin, Kyonggido, Korea
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Schmidt R, Schippers JHM, Mieulet D, Watanabe M, Hoefgen R, Guiderdoni E, Mueller-Roeber B. SALT-RESPONSIVE ERF1 is a negative regulator of grain filling and gibberellin-mediated seedling establishment in rice. MOLECULAR PLANT 2014; 7:404-21. [PMID: 24046061 DOI: 10.1093/mp/sst131] [Citation(s) in RCA: 49] [Impact Index Per Article: 4.9] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 05/06/2023]
Abstract
Grain quality is an important agricultural trait that is mainly determined by grain size and composition. Here, we characterize the role of the rice transcription factor (TF) SALT-RESPONSIVE ERF1 (SERF1) during grain development. Through genome-wide expression profiling and chromatin immunoprecipitation, we found that SERF1 directly regulates RICE PROLAMIN-BOX BINDING FACTOR (RPBF), a TF that functions as a positive regulator of grain filling. Loss of SERF1 enhances RPBF expression resulting in larger grains with increased starch content, while SERF1 overexpression represses RPBF resulting in smaller grains. Consistently, during grain filling, starch biosynthesis genes such as GRANULE-BOUND STARCH SYNTHASEI (GBSSI), STARCH SYNTHASEI (SSI), SSIIIa, and ADP-GLUCOSE PYROPHOSPHORYLASE LARGE SUBUNIT2 (AGPL2) are up-regulated in SERF1 knockout grains. Moreover, SERF1 is a direct upstream regulator of GBSSI. In addition, SERF1 negatively regulates germination by controlling RPBF expression, which mediates the gibberellic acid (GA)-induced expression of RICE AMYLASE1A (RAmy1A). Loss of SERF1 results in more rapid seedling establishment, while SERF1 overexpression has the opposite effect. Our study reveals that SERF1 represents a negative regulator of grain filling and seedling establishment by timing the expression of RPBF.
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Affiliation(s)
- Romy Schmidt
- Institute of Biochemistry and Biology, University of Potsdam, Karl-Liebknecht-Str. 24-25, 14476 Potsdam, Germany
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Abstract
Drought is one of the most important environmental stresses affecting the productivity of most field crops. Elucidation of the complex mechanisms underlying drought resistance in crops will accelerate the development of new varieties with enhanced drought resistance. Here, we provide a brief review on the progress in genetic, genomic, and molecular studies of drought resistance in major crops. Drought resistance is regulated by numerous small-effect loci and hundreds of genes that control various morphological and physiological responses to drought. This review focuses on recent studies of genes that have been well characterized as affecting drought resistance and genes that have been successfully engineered in staple crops. We propose that one significant challenge will be to unravel the complex mechanisms of drought resistance in crops through more intensive and integrative studies in order to find key functional components or machineries that can be used as tools for engineering and breeding drought-resistant crops.
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Affiliation(s)
- Honghong Hu
- National Key Laboratory of Crop Genetic Improvement and National Center of Plant Gene Research, Huazhong Agricultural University, Wuhan 430070, China; ,
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Do PT, Drechsel O, Heyer AG, Hincha DK, Zuther E. Changes in free polyamine levels, expression of polyamine biosynthesis genes, and performance of rice cultivars under salt stress: a comparison with responses to drought. FRONTIERS IN PLANT SCIENCE 2014; 5:182. [PMID: 24847340 PMCID: PMC4021140 DOI: 10.3389/fpls.2014.00182] [Citation(s) in RCA: 23] [Impact Index Per Article: 2.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Subscribe] [Scholar Register] [Received: 02/18/2014] [Accepted: 04/17/2014] [Indexed: 05/05/2023]
Abstract
Soil salinity affects a large proportion of rural area and limits agricultural productivity. To investigate differential adaptation to soil salinity, we studied salt tolerance of 18 varieties of Oryza sativa using a hydroponic culture system. Based on visual inspection and photosynthetic parameters, cultivars were classified according to their tolerance level. Additionally, biomass parameters were correlated with salt tolerance. Polyamines have frequently been demonstrated to be involved in plant stress responses and therefore soluble leaf polyamines were measured. Under salinity, putrescine (Put) content was unchanged or increased in tolerant, while dropped in sensitive cultivars. Spermidine (Spd) content was unchanged at lower NaCl concentrations in all, while reduced at 100 mM NaCl in sensitive cultivars. Spermine (Spm) content was increased in all cultivars. A comparison with data from 21 cultivars under long-term, moderate drought stress revealed an increase of Spm under both stress conditions. While Spm became the most prominent polyamine under drought, levels of all three polyamines were relatively similar under salt stress. Put levels were reduced under both, drought and salt stress, while changes in Spd were different under drought (decrease) or salt (unchanged) conditions. Regulation of polyamine metabolism at the transcript level during exposure to salinity was studied for genes encoding enzymes involved in the biosynthesis of polyamines and compared to expression under drought stress. Based on expression profiles, investigated genes were divided into generally stress-induced genes (ADC2, SPD/SPM2, SPD/SPM3), one generally stress-repressed gene (ADC1), constitutively expressed genes (CPA1, CPA2, CPA4, SAMDC1, SPD/SPM1), specifically drought-induced genes (SAMDC2, AIH), one specifically drought-repressed gene (CPA3) and one specifically salt-stress repressed gene (SAMDC4), revealing both overlapping and specific stress responses under these conditions.
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Affiliation(s)
- Phuc T. Do
- Infrastructure Group Transcript Profiling, Max-Planck-Institute of Molecular Plant PhysiologyPotsdam, Germany
| | - Oliver Drechsel
- Infrastructure Group Transcript Profiling, Max-Planck-Institute of Molecular Plant PhysiologyPotsdam, Germany
| | - Arnd G. Heyer
- Department of Plant Biotechnology, Institute of Biology, University of StuttgartStuttgart, Germany
| | - Dirk K. Hincha
- Infrastructure Group Transcript Profiling, Max-Planck-Institute of Molecular Plant PhysiologyPotsdam, Germany
| | - Ellen Zuther
- Infrastructure Group Transcript Profiling, Max-Planck-Institute of Molecular Plant PhysiologyPotsdam, Germany
- *Correspondence: Ellen Zuther, Infrastructure Group Transcript Profiling, Max-Planck-Institute of Molecular Plant Physiology, Am Mühlenberg 1, D-14476 Potsdam, Germany e-mail:
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Minh-Thu PT, Hwang DJ, Jeon JS, Nahm BH, Kim YK. Transcriptome analysis of leaf and root of rice seedling to acute dehydration. RICE (NEW YORK, N.Y.) 2013; 6:38. [PMID: 24341907 PMCID: PMC3878681 DOI: 10.1186/1939-8433-6-38] [Citation(s) in RCA: 24] [Impact Index Per Article: 2.2] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Subscribe] [Scholar Register] [Received: 08/26/2013] [Accepted: 12/11/2013] [Indexed: 05/03/2023]
Abstract
BACKGROUND Water deficiency is one of the most serious worldwide problems for agriculture. Recently, it has become more serious and outspread, which urgently requires the production of drought-tolerant plants. Microarray experiments using mRNA from air-dried leaves and roots of rice were performed in an attempt to study genes involved in acute dehydration response. RESULTS Set of 10,537 rice genes was significantly up- or down-regulated in leaves or roots under the treatment. Gene Ontology analysis highlighted gene expression during acute dehydration response depending on organ types and the duration of stress. Rice responded by down-regulating many processes which are mainly involved in inhibiting growth and development. On the other hand, phytohormones (ABA, cytokinin, brassinosteroid) and protective molecules were induced to answer to multiple stresses. Leaves induced more genes than roots but those genes were scattered in various processes, most significantly were productions of osmoprotectants and precursors for important pathways in roots. Roots up-regulated fewer genes and focused on inducing antioxidants and enhancing photosynthesis. Myb, zf-C3HC4, and NAM were most strongly affected transcription factors with the dominance of leaf over root. CONCLUSIONS Leaf and root tissues shared some common gene expression during stress, with the purpose of enhancing protective systems. However, these two tissues appeared to act differently in response to the different level of dehydration they experience. Besides, they can affect each other via the signaling and transportation system.
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Affiliation(s)
- Pham-Thi Minh-Thu
- Division of Bioscience and Bioinformatics, Myongji University, Yongin, Kyonggido 449-728, South Korea
| | - Duk-Ju Hwang
- Rural Development Administration, National Academy of Agricultural Science, Suwon, Kyonggido 441-707, South Korea
| | - Jong-Seong Jeon
- Graduate School of Biotechnology, Kyung Hee University, Yongin, Kyonggido 446-701, South Korea
| | - Baek Hie Nahm
- Division of Bioscience and Bioinformatics, Myongji University, Yongin, Kyonggido 449-728, South Korea
- Genomics Genetics Institute, GreenGene BioTech Inc. Yongin, Yongin, Kyonggido 449-728, South Korea
| | - Yeon-Ki Kim
- Genomics Genetics Institute, GreenGene BioTech Inc. Yongin, Yongin, Kyonggido 449-728, South Korea
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Junttila S, Laiho A, Gyenesei A, Rudd S. Whole transcriptome characterization of the effects of dehydration and rehydration on Cladonia rangiferina, the grey reindeer lichen. BMC Genomics 2013; 14:870. [PMID: 24325588 PMCID: PMC3878897 DOI: 10.1186/1471-2164-14-870] [Citation(s) in RCA: 23] [Impact Index Per Article: 2.1] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/27/2013] [Accepted: 11/14/2013] [Indexed: 11/13/2022] Open
Abstract
BACKGROUND Lichens are symbiotic organisms with a fungal and an algal or a cyanobacterial partner. Lichens inhabit some of the harshest climates on earth and most lichen species are desiccation-tolerant. Lichen desiccation-tolerance has been studied at the biochemical level and through proteomics, but the underlying molecular genetic mechanisms remain largely unexplored. The objective of our study was to examine the effects of dehydration and rehydration on the gene expression of Cladonia rangiferina. RESULTS Samples of C. rangiferina were collected at several time points during both the dehydration and rehydration process and the gene expression intensities were measured using a custom DNA microarray. Several genes, which were differentially expressed in one or more time points, were identified. The microarray results were validated using qRT-PCR analysis. Enrichment analysis of differentially expressed transcripts was also performed to identify the Gene Ontology terms most associated with the rehydration and dehydration process. CONCLUSIONS Our data identify differential expression patterns for hundreds of genes that are modulated during dehydration and rehydration in Cladonia rangiferina. These dehydration and rehydration events clearly differ from each other at the molecular level and the largest changes to gene expression are observed within minutes following rehydration. Distinct changes are observed during the earliest stage of rehydration and the mechanisms not appear to be shared with the later stages of wetting or with drying. Several of the most differentially expressed genes are similar to genes identified in previous studies that have investigated the molecular mechanisms of other desiccation-tolerant organisms. We present here the first microarray experiment for any lichen species and have for the first time studied the genetic mechanisms behind lichen desiccation-tolerance at the whole transcriptome level.
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Affiliation(s)
- Sini Junttila
- Turku Centre for Biotechnology, University of Turku and Åbo Akademi University, Tykistökatu, Turku, Finland
- The Finnish Microarray and Sequencing Centre, Turku Centre for Biotechnology, Tykistökatu, Turku, Finland
| | - Asta Laiho
- Turku Centre for Biotechnology, University of Turku and Åbo Akademi University, Tykistökatu, Turku, Finland
- The Finnish Microarray and Sequencing Centre, Turku Centre for Biotechnology, Tykistökatu, Turku, Finland
| | - Attila Gyenesei
- Turku Centre for Biotechnology, University of Turku and Åbo Akademi University, Tykistökatu, Turku, Finland
- The Finnish Microarray and Sequencing Centre, Turku Centre for Biotechnology, Tykistökatu, Turku, Finland
| | - Stephen Rudd
- Turku Centre for Biotechnology, University of Turku and Åbo Akademi University, Tykistökatu, Turku, Finland
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Aprile A, Havlickova L, Panna R, Marè C, Borrelli GM, Marone D, Perrotta C, Rampino P, De Bellis L, Curn V, Mastrangelo AM, Rizza F, Cattivelli L. Different stress responsive strategies to drought and heat in two durum wheat cultivars with contrasting water use efficiency. BMC Genomics 2013; 14:821. [PMID: 24267539 PMCID: PMC4046701 DOI: 10.1186/1471-2164-14-821] [Citation(s) in RCA: 66] [Impact Index Per Article: 6.0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/13/2013] [Accepted: 11/18/2013] [Indexed: 12/21/2022] Open
Abstract
Background Durum wheat often faces water scarcity and high temperatures, two events that usually occur simultaneously in the fields. Here we report on the stress responsive strategy of two durum wheat cultivars, characterized by different water use efficiency, subjected to drought, heat and a combination of both stresses. Results The cv Ofanto (lower water use efficiency) activated a large set of well-known drought-related genes after drought treatment, while Cappelli (higher water use efficiency) showed the constitutive expression of several genes induced by drought in Ofanto and a modulation of a limited number of genes in response to stress. At molecular level the two cvs differed for the activation of molecular messengers, genes involved in the regulation of chromatin condensation, nuclear speckles and stomatal closure. Noteworthy, the heat response in Cappelli involved also the up-regulation of genes belonging to fatty acid β-oxidation pathway, glyoxylate cycle and senescence, suggesting an early activation of senescence in this cv. A gene of unknown function having the greatest expression difference between the two cultivars was selected and used for expression QTL analysis, the corresponding QTL was mapped on chromosome 6B. Conclusion Ofanto and Cappelli are characterized by two opposite stress-responsive strategies. In Ofanto the combination of drought and heat stress led to an increased number of modulated genes, exceeding the simple cumulative effects of the two single stresses, whereas in Cappelli the same treatment triggered a number of differentially expressed genes lower than those altered in response to heat stress alone. This work provides clear evidences that the genetic system based on Cappelli and Ofanto represents an ideal tool for the genetic dissection of the molecular response to drought and other abiotic stresses. Electronic supplementary material The online version of this article (doi:10.1186/1471-2164-14-821) contains supplementary material, which is available to authorized users.
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Affiliation(s)
- Alessio Aprile
- Department of Biological and Environmental Sciences and Technologies, University of Salento, Prov,le Lecce Monteroni, I-73100 Lecce, Italy.
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Zheng X, Chen L, Li M, Lou Q, Xia H, Wang P, Li T, Liu H, Luo L. Transgenerational variations in DNA methylation induced by drought stress in two rice varieties with distinguished difference to drought resistance. PLoS One 2013; 8:e80253. [PMID: 24244664 PMCID: PMC3823650 DOI: 10.1371/journal.pone.0080253] [Citation(s) in RCA: 75] [Impact Index Per Article: 6.8] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/04/2013] [Accepted: 10/01/2013] [Indexed: 11/19/2022] Open
Abstract
Adverse environmental conditions have large impacts on plant growth and crop production. One of the crucial mechanisms that plants use in variable and stressful natural environments is gene expression modulation through epigenetic modification. In this study, two rice varieties with different drought resistance levels were cultivated under drought stress from tilling stage to seed filling stage for six successive generations. The variations in DNA methylation of the original generation (G0) and the sixth generation (G6) of these two varieties in normal condition (CK) and under drought stress (DT) at seedling stage were assessed by using Methylation Sensitive Amplification Polymorphism (MSAP) method. The results revealed that drought stress had a cumulative effect on the DNA methylation pattern of both varieties, but these two varieties had different responses to drought stress in DNA methylation. The DNA methylation levels of II-32B (sensitive) and Huhan-3 (resistant) were around 39% and 32%, respectively. Genome-wide DNA methylation variations among generations or treatments accounted for around 13.1% of total MSAP loci in II-32B, but was only approximately 1.3% in Huhan-3. In II-32B, 27.6% of total differentially methylated loci (DML) were directly induced by drought stress and 3.2% of total DML stably transmitted their changed DNA methylation status to the next generation. In Huhan-3, the numbers were 48.8% and 29.8%, respectively. Therefore, entrainment had greater effect on Huhan-3 than on II-32B. Sequence analysis revealed that the DML were widely distributed on all 12 rice chromosomes and that it mainly occurred on the gene’s promoter and exon region. Some genes with DML respond to environmental stresses. The inheritance of epigenetic variations induced by drought stress may provide a new way to develop drought resistant rice varieties.
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Affiliation(s)
- Xiaoguo Zheng
- College of Plant Sciences & Technology, Huazhong Agricultural University, Wuhan, China
- Shanghai Agrobiological Gene Center, Shanghai, China
| | - Liang Chen
- Shanghai Agrobiological Gene Center, Shanghai, China
| | - Mingshou Li
- Shanghai Agrobiological Gene Center, Shanghai, China
| | - Qiaojun Lou
- Shanghai Agrobiological Gene Center, Shanghai, China
| | - Hui Xia
- Shanghai Agrobiological Gene Center, Shanghai, China
| | - Pei Wang
- Shanghai Agrobiological Gene Center, Shanghai, China
| | - Tiemei Li
- Shanghai Agrobiological Gene Center, Shanghai, China
| | - Hongyan Liu
- Shanghai Agrobiological Gene Center, Shanghai, China
| | - Lijun Luo
- College of Plant Sciences & Technology, Huazhong Agricultural University, Wuhan, China
- Shanghai Agrobiological Gene Center, Shanghai, China
- * E-mail:
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80
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Sandhu N, Jain S, Kumar A, Mehla BS, Jain R. Genetic variation, linkage mapping of QTL and correlation studies for yield, root, and agronomic traits for aerobic adaptation. BMC Genet 2013; 14:104. [PMID: 24168061 PMCID: PMC4231467 DOI: 10.1186/1471-2156-14-104] [Citation(s) in RCA: 31] [Impact Index Per Article: 2.8] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/15/2013] [Accepted: 10/21/2013] [Indexed: 01/06/2023] Open
Abstract
Background Water scarcity and drought have seriously threatened traditional rice cultivation practices in several parts of the world, including India. Aerobic rice that uses significantly less water than traditional flooded systems has emerged as a promising water-saving technology. The identification of QTL conferring improved aerobic adaptation may facilitate the development of high-yielding aerobic rice varieties. In this study, experiments were conducted for mapping QTL for yield, root-related traits, and agronomic traits under aerobic conditions using HKR47 × MAS26 and MASARB25 × Pusa Basmati 1460 F2:3 mapping populations. Results A total of 35 QTL associated with 14 traits were mapped on chromosomes 1, 2, 5, 6, 8, 9, and 11 in MASARB25 x Pusa Basmati 1460 and 14 QTL associated with 9 traits were mapped on chromosomes 1, 2, 8, 9, 10, 11, and 12 in HKR47 × MAS26. Two QTL (qGY8.1 with an R2 value of 34.0% and qGY2.1 with an R2 value of 22.8%) and one QTL (qGY2.2 with an R2 value of 43.2%) were identified for grain yield under aerobic conditions in the mapping populations MASARB25 × Pusa Basmati 1460 and HKR47 × MAS26, respectively. A number of breeding lines with higher yield per plant, root length, dry biomass, length-breadth ratio, and with Pusa Basmati 1460-specific alleles in a homozygous or heterozygous condition at the BAD2 locus were identified that will serve as novel material for the selection of stable aerobic Basmati rice breeding lines. Conclusions Our results identified positive correlation between some of the root traits and yield under aerobic conditions, indicating the role of root traits for improving yield under aerobic situations possibly through improved water and nutrient uptake. Co-localization of QTL for yield, root traits, and yield-related agronomic traits indicates that the identified QTL may be immediately exploited in marker-assisted-breeding to develop novel high-yielding aerobic rice varieties.
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Affiliation(s)
| | | | - Arvind Kumar
- Division of Plant Breeding, Genetics, and Biotechnology, International Rice Research Institute, DAPO Box 7777 Metro Manila, Philippines.
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Chen LM, Zhou XA, Li WB, Chang W, Zhou R, Wang C, Sha AH, Shan ZH, Zhang CJ, Qiu DZ, Yang ZL, Chen SL. Genome-wide transcriptional analysis of two soybean genotypes under dehydration and rehydration conditions. BMC Genomics 2013; 14:687. [PMID: 24093224 PMCID: PMC3827939 DOI: 10.1186/1471-2164-14-687] [Citation(s) in RCA: 31] [Impact Index Per Article: 2.8] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/09/2012] [Accepted: 09/25/2013] [Indexed: 11/28/2022] Open
Abstract
BACKGROUND Soybean is an important crop that provides valuable proteins and oils for human use. Because soybean growth and development is extremely sensitive to water deficit, quality and crop yields are severely impacted by drought stress. In the face of limited water resources, drought-responsive genes are therefore of interest. Identification and analysis of dehydration- and rehydration-inducible differentially expressed genes (DEGs) would not only aid elucidation of molecular mechanisms of stress response, but also enable improvement of crop stress tolerance via gene transfer. Using Digital Gene Expression Tag profiling (DGE), a new technique based on Illumina sequencing, we analyzed expression profiles between two soybean genotypes to identify drought-responsive genes. RESULTS Two soybean genotypes - drought-tolerant Jindou21 and drought-sensitive Zhongdou33 - were subjected to dehydration and rehydration conditions. For analysis of DEGs under dehydration conditions, 20 cDNA libraries were generated from roots and leaves at two different time points under well-watered and dehydration conditions. We also generated eight libraries for analysis under rehydration conditions. Sequencing of the 28 libraries produced 25,000-33,000 unambiguous tags, which were mapped to reference sequences for annotation of expressed genes. Many genes exhibited significant expression differences among the libraries. DEGs in the drought-tolerant genotype were identified by comparison of DEGs among treatments and genotypes. In Jindou21, 518 and 614 genes were differentially expressed under dehydration in leaves and roots, respectively, with 24 identified both in leaves and roots. The main functional categories enriched in these DEGs were metabolic process, response to stresses, plant hormone signal transduction, protein processing, and plant-pathogen interaction pathway; the associated genes primarily encoded transcription factors, protein kinases, and other regulatory proteins. The seven most significantly expressed (|log2 ratio| ≥ 8) genes - Glyma15g03920, Glyma05g02470, Glyma15g15010, Glyma05g09070, Glyma06g35630, Glyma08g12590, and Glyma11g16000 - are more likely to determine drought stress tolerance. The expression patterns of eight randomly-selected genes were confirmed by quantitative RT-PCR; the results of QRT-PCR analysis agreed with transcriptional profile data for 96 out of 128 (75%) data points. CONCLUSIONS Many soybean genes were differentially expressed between drought-tolerant and drought-sensitive genotypes. Based on GO functional annotation and pathway enrichment analysis, some of these genes encoded transcription factors, protein kinases, and other regulatory proteins. The seven most significant DEGs are candidates for improving soybean drought tolerance. These findings will be helpful for analysis and elucidation of molecular mechanisms of drought tolerance; they also provide a basis for cultivating new varieties of drought-tolerant soybean.
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Affiliation(s)
- Li M Chen
- Oil Crops Research Institute of Chinese Academy of Agriculture Sciences, Wuhan 430062, China
- Key Laboratory of Oil Crop Biology Ministry of Agriculture, Wuhan 430062, China
- Key Laboratory of Soybean Biology in the Chinese Ministry of Education, Northeast Agricultural University, Harbin 150030, China
- Division of Soybean Breeding and Seed, Soybean Research & Development Center, CARS (Key Laboratory of Biology and Genetics & Breeding for Soybean in Northeast China, Ministry of Agriculture), Harbin 150030, China
| | - Xin A Zhou
- Oil Crops Research Institute of Chinese Academy of Agriculture Sciences, Wuhan 430062, China
- Key Laboratory of Oil Crop Biology Ministry of Agriculture, Wuhan 430062, China
| | - Wen B Li
- Key Laboratory of Soybean Biology in the Chinese Ministry of Education, Northeast Agricultural University, Harbin 150030, China
- Division of Soybean Breeding and Seed, Soybean Research & Development Center, CARS (Key Laboratory of Biology and Genetics & Breeding for Soybean in Northeast China, Ministry of Agriculture), Harbin 150030, China
| | - Wei Chang
- Key Laboratory of Soybean Biology in the Chinese Ministry of Education, Northeast Agricultural University, Harbin 150030, China
- Division of Soybean Breeding and Seed, Soybean Research & Development Center, CARS (Key Laboratory of Biology and Genetics & Breeding for Soybean in Northeast China, Ministry of Agriculture), Harbin 150030, China
| | - Rong Zhou
- Oil Crops Research Institute of Chinese Academy of Agriculture Sciences, Wuhan 430062, China
- Key Laboratory of Oil Crop Biology Ministry of Agriculture, Wuhan 430062, China
| | - Cheng Wang
- Oil Crops Research Institute of Chinese Academy of Agriculture Sciences, Wuhan 430062, China
- Key Laboratory of Oil Crop Biology Ministry of Agriculture, Wuhan 430062, China
| | - Ai H Sha
- Oil Crops Research Institute of Chinese Academy of Agriculture Sciences, Wuhan 430062, China
- Key Laboratory of Oil Crop Biology Ministry of Agriculture, Wuhan 430062, China
| | - Zhi H Shan
- Oil Crops Research Institute of Chinese Academy of Agriculture Sciences, Wuhan 430062, China
- Key Laboratory of Oil Crop Biology Ministry of Agriculture, Wuhan 430062, China
| | - Chan J Zhang
- Oil Crops Research Institute of Chinese Academy of Agriculture Sciences, Wuhan 430062, China
- Key Laboratory of Oil Crop Biology Ministry of Agriculture, Wuhan 430062, China
| | - De Z Qiu
- Oil Crops Research Institute of Chinese Academy of Agriculture Sciences, Wuhan 430062, China
- Key Laboratory of Oil Crop Biology Ministry of Agriculture, Wuhan 430062, China
| | - Zhong L Yang
- Oil Crops Research Institute of Chinese Academy of Agriculture Sciences, Wuhan 430062, China
- Key Laboratory of Oil Crop Biology Ministry of Agriculture, Wuhan 430062, China
| | - Shui L Chen
- Oil Crops Research Institute of Chinese Academy of Agriculture Sciences, Wuhan 430062, China
- Key Laboratory of Oil Crop Biology Ministry of Agriculture, Wuhan 430062, China
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Schmidt R, Schippers JHM, Mieulet D, Obata T, Fernie AR, Guiderdoni E, Mueller-Roeber B. MULTIPASS, a rice R2R3-type MYB transcription factor, regulates adaptive growth by integrating multiple hormonal pathways. THE PLANT JOURNAL : FOR CELL AND MOLECULAR BIOLOGY 2013; 76:258-73. [PMID: 23855375 DOI: 10.1111/tpj.12286] [Citation(s) in RCA: 26] [Impact Index Per Article: 2.4] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 05/12/2013] [Revised: 07/07/2013] [Accepted: 07/10/2013] [Indexed: 05/20/2023]
Abstract
Growth regulation is an important aspect of plant adaptation during environmental perturbations. Here, the role of MULTIPASS (OsMPS), an R2R3-type MYB transcription factor of rice, was explored. OsMPS is induced by salt stress and expressed in vegetative and reproductive tissues. Over-expression of OsMPS reduces growth under non-stress conditions, while knockdown plants display increased biomass. OsMPS expression is induced by abscisic acid and cytokinin, but is repressed by auxin, gibberellin and brassinolide. Growth retardation caused by OsMPS over-expression is partially restored by auxin application. Expression profiling revealed that OsMPS negatively regulates the expression of EXPANSIN (EXP) and cell-wall biosynthesis as well as phytohormone signaling genes. Furthermore, the expression of OsMPS-dependent genes is regulated by auxin, cytokinin and abscisic acid. Moreover, we show that OsMPS is a direct upstream regulator of OsEXPA4, OsEXPA8, OsEXPB2, OsEXPB3, OsEXPB6 and the endoglucanase genes OsGLU5 and OsGLU14. The multiple responses of OsMPS and its target genes to various hormones suggest an integrative function of OsMPS in the cross-talk between phytohormones and the environment to regulate adaptive growth.
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Affiliation(s)
- Romy Schmidt
- Institute of Biochemistry and Biology, University of Potsdam, Karl Liebknecht Straße 24-25, Haus 20, 14476, Potsdam, Germany; Max Planck Institute of Molecular Plant Physiology, Am Mühlenberg 1, 14476, Potsdam, Germany
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83
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Baldoni E, Mattana M, Locatelli F, Consonni R, Cagliani LR, Picchi V, Abbruscato P, Genga A. Analysis of transcript and metabolite levels in Italian rice (Oryza sativa L.) cultivars subjected to osmotic stress or benzothiadiazole treatment. PLANT PHYSIOLOGY AND BIOCHEMISTRY : PPB 2013; 70:492-503. [PMID: 23860229 DOI: 10.1016/j.plaphy.2013.06.016] [Citation(s) in RCA: 9] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 11/26/2012] [Accepted: 06/19/2013] [Indexed: 04/30/2023]
Abstract
One of the major objectives of rice (Oryza sativa L.) breeding programs is the development of new varieties with higher tolerance/resistance to both abiotic and biotic stresses. In this study, Italian rice cultivars were subjected to osmotic stress or benzothiadiazole (BTH) treatments. An analysis of the expression of selected genes known to be involved in the stress response and (1)H nuclear magnetic resonance ((1)H NMR) metabolic profiling were combined with multivariate statistical analyses to elucidate potential correlations between gene expression or metabolite content and observed tolerant/resistant phenotypes. We observed that the expression of three chosen genes (two WRKY genes and one peroxidase encoding gene) differed between susceptible and resistant cultivars in response to BTH treatments. Moreover, the analysis of metabolite content, in particular in the osmotic stress experiment, enabled discrimination between selected cultivars based on differences in the accumulation of some primary metabolites, primarily sugars. This research highlights the potential usefulness of this approach to characterise rice varieties based on transcriptional or metabolic changes due to adverse environmental conditions.
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Affiliation(s)
- Elena Baldoni
- Istituto di Biologia e Biotecnologia Agraria, C.N.R., via E. Bassini 15, 20133 Milano, Italy
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84
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Zhang H, Zhou C. Signal transduction in leaf senescence. PLANT MOLECULAR BIOLOGY 2013; 82:539-45. [PMID: 23096425 DOI: 10.1007/s11103-012-9980-4] [Citation(s) in RCA: 54] [Impact Index Per Article: 4.9] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 04/30/2012] [Accepted: 10/17/2012] [Indexed: 05/18/2023]
Abstract
Leaf senescence is a complex developmental phase that involves both degenerative and nutrient recycling processes. It is characterized by loss of chlorophyll and the degradation of proteins, nucleic acids, lipids, and nutrient remobilization. The onset and progression of leaf senescence are controlled by an array of environmental cues (such as drought, darkness, extreme temperatures, and pathogen attack) and endogenous factors (including age, ethylene, jasmonic acid, salicylic acid, abscisic acid, and cytokinin). This review discusses the major breakthroughs in signal transduction during the onset of leaf senescence, in dark- and drought-mediated leaf senescence, and in various hormones regulating leaf senescence achieved in the past several years. Various signals show different mechanisms of controlling leaf senescence, and cross-talks between different signaling pathways make it more complex. Key senescence regulatory networks still need to be elucidated, including cross-talks and the interaction mechanisms of various environmental signals and internal factors.
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Affiliation(s)
- Haoshan Zhang
- College of Life Sciences, Hebei Normal University, Shijiazhuang 050024, People's Republic of China
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85
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Wei J, Li C, Li Y, Jiang G, Cheng G, Zheng Y. Effects of external potassium (k) supply on drought tolerances of two contrasting winter wheat cultivars. PLoS One 2013; 8:e69737. [PMID: 23874992 PMCID: PMC3707864 DOI: 10.1371/journal.pone.0069737] [Citation(s) in RCA: 17] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/28/2012] [Accepted: 06/14/2013] [Indexed: 11/19/2022] Open
Abstract
BACKGROUND Drought is a common stress limiting crops growth and productivities worldwide. Water deficit may increase cellular membrane permeability, resulting in K outflow. Internal K starvation may disorder plant metabolism and limit plant growth. However, it is seldom reported about the effects of external K on drought tolerance of contrasting wheat cultivars. METHODOLOGY/PRINCIPAL FINDINGS A hydroponics experiment was carried out in a non-controlled greenhouse. Seedlings of drought-tolerant SN16 and intolerant JM22 were simultaneously treated by five levels of K2CO3 (0, 2.5, 5, 7.5, 10 mM) and two levels of PEG6000 (0, 20%) for 7 days. External K2CO3 significantly increased shoot K(+) content, water potential, chlorophyll content as well as gas exchange, but decreased electrolyte leakage (EL) and MDA content in both cultivars under PEG6000 stress. Antioxidant enzymes activities were up-regulated by PEG6000 while external K2CO3 reduced those changes. Molecular basis was explained by measuring the expression levels of antioxidant enzymes related genes. Shoot and root biomass were also increased by K2CO3 supply under drought stress. Although adequate K2CO3 application enhanced plant growth for both cultivars under drought stress, SN16 was better than JM22 due to its high drought tolerance. CONCLUSIONS/SIGNIFICANCE Adequate external K may effectively protect winter wheat from drought injuries. We conclude that drought-tolerant wheat combined with adequate external K supply may be a promising strategy for better growth in arid and semi-arid regions.
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Affiliation(s)
- Jiguang Wei
- State Key Laboratory of Vegetation and Environmental Change, Institute of Botany, the Chinese Academy of Sciences, Beijing, PR China
- University of the Chinese Academy of Sciences, Beijing, PR China
| | - Caihong Li
- State Key Laboratory of Vegetation and Environmental Change, Institute of Botany, the Chinese Academy of Sciences, Beijing, PR China
- University of the Chinese Academy of Sciences, Beijing, PR China
| | - Yong Li
- State Key Laboratory of Vegetation and Environmental Change, Institute of Botany, the Chinese Academy of Sciences, Beijing, PR China
- University of the Chinese Academy of Sciences, Beijing, PR China
| | - Gaoming Jiang
- State Key Laboratory of Vegetation and Environmental Change, Institute of Botany, the Chinese Academy of Sciences, Beijing, PR China
| | - Guanglei Cheng
- Beijing Academy of Agriculture and Forestry Sciences, Beijing, PR China
| | - Yanhai Zheng
- State Key Laboratory of Vegetation and Environmental Change, Institute of Botany, the Chinese Academy of Sciences, Beijing, PR China
- State Key Laboratory of Soil Erosion and Dryland Farming on the Loess Plateau, Northwest A&F University, Yangling, Shanxi, PR China
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86
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Schmidt R, Mieulet D, Hubberten HM, Obata T, Hoefgen R, Fernie AR, Fisahn J, San Segundo B, Guiderdoni E, Schippers JH, Mueller-Roeber B. Salt-responsive ERF1 regulates reactive oxygen species-dependent signaling during the initial response to salt stress in rice. THE PLANT CELL 2013; 25:2115-31. [PMID: 23800963 PMCID: PMC3723616 DOI: 10.1105/tpc.113.113068] [Citation(s) in RCA: 181] [Impact Index Per Article: 16.5] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 04/25/2013] [Revised: 05/13/2013] [Accepted: 06/02/2013] [Indexed: 05/19/2023]
Abstract
Early detection of salt stress is vital for plant survival and growth. Still, the molecular processes controlling early salt stress perception and signaling are not fully understood. Here, we identified salt-responsive ERF1 (SERF1), a rice (Oryza sativa) transcription factor (TF) gene that shows a root-specific induction upon salt and hydrogen peroxide (H2O2) treatment. Loss of SERF1 impairs the salt-inducible expression of genes encoding members of a mitogen-activated protein kinase (MAPK) cascade and salt tolerance-mediating TFs. Furthermore, we show that SERF1-dependent genes are H2O2 responsive and demonstrate that SERF1 binds to the promoters of MAPK kinase kinase6 (MAP3K6), MAPK5, dehydration-responsive element bindinG2A (DREB2A), and zinc finger protein179 (ZFP179) in vitro and in vivo. SERF1 also directly induces its own gene expression. In addition, SERF1 is a phosphorylation target of MAPK5, resulting in enhanced transcriptional activity of SERF1 toward its direct target genes. In agreement, plants deficient for SERF1 are more sensitive to salt stress compared with the wild type, while constitutive overexpression of SERF1 improves salinity tolerance. We propose that SERF1 amplifies the reactive oxygen species-activated MAPK cascade signal during the initial phase of salt stress and translates the salt-induced signal into an appropriate expressional response resulting in salt tolerance.
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Affiliation(s)
- Romy Schmidt
- Institute of Biochemistry and Biology, University of Potsdam, 14476 Potsdam, Germany
- Max Planck Institute of Molecular Plant Physiology, 14476 Potsdam, Germany
| | - Delphine Mieulet
- Centre de Coopération Internationale en Recherche Agronomique pour le Développement, Unité Mixte de Recherche, Genetic Improvement and Adaptation of Mediterranean and Tropical Plants, 34398 Montpellier, cedex 5, France
| | | | - Toshihiro Obata
- Max Planck Institute of Molecular Plant Physiology, 14476 Potsdam, Germany
| | - Rainer Hoefgen
- Max Planck Institute of Molecular Plant Physiology, 14476 Potsdam, Germany
| | - Alisdair R. Fernie
- Max Planck Institute of Molecular Plant Physiology, 14476 Potsdam, Germany
| | - Joachim Fisahn
- Max Planck Institute of Molecular Plant Physiology, 14476 Potsdam, Germany
| | - Blanca San Segundo
- Department of Molecular Genetics, Centre for Research in Agricultural Genomics, Consejo Superior de Investigaciones Científicos, Institute of Agro-food Research and Technology, Autonomus University of Barcelona, University of Barcelona, Bellaterra (Cerdanyola del Vallés), 08193 Barcelona, Spain
| | - Emmanuel Guiderdoni
- Centre de Coopération Internationale en Recherche Agronomique pour le Développement, Unité Mixte de Recherche, Genetic Improvement and Adaptation of Mediterranean and Tropical Plants, 34398 Montpellier, cedex 5, France
| | - Jos H.M. Schippers
- Institute of Biochemistry and Biology, University of Potsdam, 14476 Potsdam, Germany
- Max Planck Institute of Molecular Plant Physiology, 14476 Potsdam, Germany
| | - Bernd Mueller-Roeber
- Institute of Biochemistry and Biology, University of Potsdam, 14476 Potsdam, Germany
- Max Planck Institute of Molecular Plant Physiology, 14476 Potsdam, Germany
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87
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Degenkolbe T, Do PT, Kopka J, Zuther E, Hincha DK, Köhl KI. Identification of drought tolerance markers in a diverse population of rice cultivars by expression and metabolite profiling. PLoS One 2013; 8:e63637. [PMID: 23717458 PMCID: PMC3661581 DOI: 10.1371/journal.pone.0063637] [Citation(s) in RCA: 91] [Impact Index Per Article: 8.3] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/29/2012] [Accepted: 04/04/2013] [Indexed: 11/18/2022] Open
Abstract
Rice provides about half of the calories consumed in Asian countries, but its productivity is often reduced by drought, especially when grown under rain-fed conditions. Cultivars with increased drought tolerance have been bred over centuries. Slow selection for drought tolerance on the basis of phenotypic traits may be accelerated by using molecular markers identified through expression and metabolic profiling. Previously, we identified 46 candidate genes with significant genotype × environment interaction in an expression profiling study on four cultivars with contrasting drought tolerance. These potential markers and in addition GC-MS quantified metabolites were tested in 21 cultivars from both indica and japonica background that varied in drought tolerance. Leaf blades were sampled from this population of cultivars grown under control or long-term drought condition and subjected to expression analysis by qRT-PCR and metabolite profiling. Under drought stress, metabolite levels correlated mainly negatively with performance parameters, but eight metabolites correlated positively. For 28 genes, a significant correlation between expression level and performance under drought was confirmed. Negative correlations were predominant. Among those with significant positive correlation was the gene coding for a cytosolic fructose-1,6-bisphosphatase. This enzyme catalyzes a highly regulated step in C-metabolism. The metabolic and transcript marker candidates for drought tolerance were identified in a highly diverse population of cultivars. Thus, these markers may be used to select for tolerance in a wide range of rice germplasms.
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Affiliation(s)
- Thomas Degenkolbe
- Max Planck Institute of Molecular Plant Physiology, Potsdam, Brandenburg, Germany
| | - Phuc T. Do
- Max Planck Institute of Molecular Plant Physiology, Potsdam, Brandenburg, Germany
| | - Joachim Kopka
- Max Planck Institute of Molecular Plant Physiology, Potsdam, Brandenburg, Germany
| | - Ellen Zuther
- Max Planck Institute of Molecular Plant Physiology, Potsdam, Brandenburg, Germany
| | - Dirk K. Hincha
- Max Planck Institute of Molecular Plant Physiology, Potsdam, Brandenburg, Germany
| | - Karin I. Köhl
- Max Planck Institute of Molecular Plant Physiology, Potsdam, Brandenburg, Germany
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88
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Fukao T, Xiong L. Genetic mechanisms conferring adaptation to submergence and drought in rice: simple or complex? CURRENT OPINION IN PLANT BIOLOGY 2013; 16:196-204. [PMID: 23453780 DOI: 10.1016/j.pbi.2013.02.003] [Citation(s) in RCA: 72] [Impact Index Per Article: 6.5] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 10/31/2012] [Revised: 02/04/2013] [Accepted: 02/05/2013] [Indexed: 05/22/2023]
Abstract
Both high and low extremes in precipitation increasingly impact agricultural productivity and sustainability as a consequence of global climate change. Elucidation of the genetic basis underlying stress tolerance facilitates development of new rice varieties with enhanced tolerance. Submergence tolerance is conferred by a single master regulator that orchestrates various acclimation responses, whereas drought tolerance is regulated by a number of small-effect loci that are largely influenced by genetic background and environment. Detailed molecular studies have uncovered the functional importance of genes and signaling components which coordinate various morphological and physiological responses to submergence and drought, providing new insight into understanding the complex regulatory mechanisms of stress tolerance in rice.
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Affiliation(s)
- Takeshi Fukao
- Department of Crop and Soil Environmental Sciences, Virginia Tech, Blacksburg, VA 24061, USA.
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89
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Do PT, Degenkolbe T, Erban A, Heyer AG, Kopka J, Köhl KI, Hincha DK, Zuther E. Dissecting rice polyamine metabolism under controlled long-term drought stress. PLoS One 2013; 8:e60325. [PMID: 23577102 PMCID: PMC3620119 DOI: 10.1371/journal.pone.0060325] [Citation(s) in RCA: 72] [Impact Index Per Article: 6.5] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/26/2012] [Accepted: 02/25/2013] [Indexed: 11/18/2022] Open
Abstract
A selection of 21 rice cultivars (Oryza sativa L. ssp. indica and japonica) was characterized under moderate long-term drought stress by comprehensive physiological analyses and determination of the contents of polyamines and selected metabolites directly related to polyamine metabolism. To investigate the potential regulation of polyamine biosynthesis at the transcriptional level, the expression of 21 genes encoding enzymes involved in these pathways were analyzed by qRT-PCR. Analysis of the genomic loci revealed that 11 of these genes were located in drought-related QTL regions, in agreement with a proposed role of polyamine metabolism in rice drought tolerance. The cultivars differed widely in their drought tolerance and parameters such as biomass and photosynthetic quantum yield were significantly affected by drought treatment. Under optimal irrigation free putrescine was the predominant polyamine followed by free spermidine and spermine. When exposed to drought putrescine levels decreased markedly and spermine became predominant in all cultivars. There were no correlations between polyamine contents and drought tolerance. GC-MS analysis revealed drought-induced changes of the levels of ornithine/arginine (substrate), substrates of polyamine synthesis, proline, product of a competing pathway and GABA, a potential degradation product. Gene expression analysis indicated that ADC-dependent polyamine biosynthesis responded much more strongly to drought than the ODC-dependent pathway. Nevertheless the fold change in transcript abundance of ODC1 under drought stress was linearly correlated with the drought tolerance of the cultivars. Combining metabolite and gene expression data, we propose a model of the coordinate adjustment of polyamine biosynthesis for the accumulation of spermine under drought conditions.
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Affiliation(s)
- Phuc Thi Do
- Max-Planck-Institut für Molekulare Pflanzenphysiologie, Potsdam, Germany
| | - Thomas Degenkolbe
- Max-Planck-Institut für Molekulare Pflanzenphysiologie, Potsdam, Germany
| | - Alexander Erban
- Max-Planck-Institut für Molekulare Pflanzenphysiologie, Potsdam, Germany
| | - Arnd G. Heyer
- Universität Stuttgart, Biologisches Institut, Abteilung Botanik, Stuttgart, Germany
| | - Joachim Kopka
- Max-Planck-Institut für Molekulare Pflanzenphysiologie, Potsdam, Germany
| | - Karin I. Köhl
- Max-Planck-Institut für Molekulare Pflanzenphysiologie, Potsdam, Germany
| | - Dirk K. Hincha
- Max-Planck-Institut für Molekulare Pflanzenphysiologie, Potsdam, Germany
| | - Ellen Zuther
- Max-Planck-Institut für Molekulare Pflanzenphysiologie, Potsdam, Germany
- * E-mail:
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90
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Latini A, Sperandei M, Cantale C, Arcangeli C, Ammar K, Galeffi P. Variability and expression profile of the DRF1 gene in four cultivars of durum wheat and one triticale under moderate water stress conditions. PLANTA 2013. [PMID: 23184317 DOI: 10.1007/s00425-012-1816-6] [Citation(s) in RCA: 7] [Impact Index Per Article: 0.6] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 05/16/2023]
Abstract
The dehydration responsive element binding (DREB) proteins are important transcription factors that contribute to stress endurance in plants triggering the expression of a set of abiotic stress-related genes. A DREB2-related gene, previously referred to as dehydration responsive factor 1 (DRF1) was originally isolated and characterized in durum wheat. The aim of this study was to monitor the expression profiles of three alternatively spliced TdDRF1 transcripts during dehydration experiments and to evaluate the effects of genetic diversity on the molecular response, using experimental conditions reflecting as closely as possible water stress perceived by cereals in open field. To investigate the effect of moderate water stress conditions, time-course dehydration experiments were carried out under controlled conditions in the greenhouse on four durum wheat and one triticale genotypes. Differences were observed in molecular patterns, thus, suggesting a genotype dependency of the DRF1 gene expression in response to the stress induced. The biodiversity of the transcripts of the DRF1 gene was explored in order to assess the level of polymorphism and its possible effects on structure and function of putative proteins. A total of nine haplotypes were identified in the sequences cloned, seven of which encompassing polymorphisms in exon 4, including the region codifying for the DNA binding Apetala2 (AP2) domain. The 3D structural models of the AP2 domain were generated by homology modelling using the variability observed. The polymorphisms analysed did not significantly affect the structural arrangement of the DNA binding domains, thus resulting compatible with the putative functionality.
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Affiliation(s)
- Arianna Latini
- ENEA RC Casaccia UTAGRI-GEN, Via Anguillarese, 301, 00123, Rome, Italy
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91
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Insight into differential responses of upland and paddy rice to drought stress by comparative expression profiling analysis. Int J Mol Sci 2013; 14:5214-38. [PMID: 23459234 PMCID: PMC3634487 DOI: 10.3390/ijms14035214] [Citation(s) in RCA: 21] [Impact Index Per Article: 1.9] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/09/2013] [Revised: 01/30/2013] [Accepted: 02/05/2013] [Indexed: 12/13/2022] Open
Abstract
In this study, the drought responses of two genotypes, IRAT109 and Zhenshan 97 (ZS97), representing upland and paddy rice, respectively, were systematically compared at the morphological, physiological and transcriptional levels. IRAT109 has better performance in traits related to drought avoidance, such as leaf rolling, root volumes, the ratio of leaf water loss and relative conductivity. At the transcriptional level, more genes were induced by drought in IRAT109 at the early drought stage, but more genes had dynamic expression patterns in ZS97 at different drought degrees. Under drought conditions, more genes related to reproductive development and establishment of localization were repressed in IRAT109, but more genes involved in degradation of cellular components were induced in ZS97. By checking the expression patterns of 36 drought-responsive genes (located in 14 quantitative trail loci [QTL] intervals) in ZS97, IRAT109 and near isogenic lines (NILs) of the QTL intervals, we found that more than half of these genes had their expression patterns or expression levels changed in the NILs when compared to that in ZS97 or IRAT109. Our results may provide valuable information for dissecting the genetic bases of traits related to drought resistance, as well as for narrowing the candidate genes for the traits.
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92
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Ho SL, Huang LF, Lu CA, He SL, Wang CC, Yu SP, Chen J, Yu SM. Sugar starvation- and GA-inducible calcium-dependent protein kinase 1 feedback regulates GA biosynthesis and activates a 14-3-3 protein to confer drought tolerance in rice seedlings. PLANT MOLECULAR BIOLOGY 2013; 81:347-61. [PMID: 23329372 DOI: 10.1007/s11103-012-0006-z] [Citation(s) in RCA: 65] [Impact Index Per Article: 5.9] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 06/22/2012] [Accepted: 12/26/2012] [Indexed: 05/18/2023]
Abstract
Germination followed by seedling growth constitutes two essential steps in the initiation of a new life cycle in plants, and in cereals, completion of these steps is regulated by sugar starvation and the hormone gibberellin. A calcium-dependent protein kinase 1 gene (OsCDPK1) was identified by differential screening of a cDNA library derived from sucrose-starved rice suspension cells. The expression of OsCDPK1 was found to be specifically activated by sucrose starvation among several stress conditions tested as well as activated transiently during post-germination seedling growth. In gain- and loss-of-function studies performed with transgenic rice overexpressing a constitutively active or RNA interference gene knockdown construct, respectively, OsCDPK1 was found to negatively regulate the expression of enzymes essential for GA biosynthesis. In contrast, OsCDPK1 activated the expression of a 14-3-3 protein, GF14c. Overexpression of either constitutively active OsCDPK1 or GF14c enhanced drought tolerance in transgenic rice seedlings. Hence, our studies demonstrated that OsCDPK1 transduces the post-germination Ca(2+) signal derived from sugar starvation and GA, refines the endogenous GA concentration and prevents drought stress injury, all essential functions to seedling development at the beginning of the life cycle in rice.
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Affiliation(s)
- Shin-Lon Ho
- Department of Agronomy, National Chiayi University, Chiayi, 600, Taiwan, ROC.
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93
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Jiang SY, Ma Z, Vanitha J, Ramachandran S. Genetic variation and expression diversity between grain and sweet sorghum lines. BMC Genomics 2013; 14:18. [PMID: 23324212 PMCID: PMC3616923 DOI: 10.1186/1471-2164-14-18] [Citation(s) in RCA: 19] [Impact Index Per Article: 1.7] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/10/2012] [Accepted: 01/09/2013] [Indexed: 01/20/2023] Open
Abstract
Background Biological scientists have long sought after understanding how genes and their structural/functional changes contribute to morphological diversity. Though both grain (BT×623) and sweet (Keller) sorghum lines originated from the same species Sorghum bicolor L., they exhibit obvious phenotypic variations. However, the genome re-sequencing data revealed that they exhibited limited functional diversity in their encoding genes in a genome-wide level. The result raises the question how the obvious morphological variations between grain and sweet sorghum occurred in a relatively short evolutionary or domesticated period. Results We implemented an integrative approach by using computational and experimental analyses to provide a detail insight into phenotypic, genetic variation and expression diversity between BT×623 and Keller lines. We have investigated genome-wide expression divergence between BT×623 and Keller under normal and sucrose treatment. Through the data analysis, we detected more than 3,000 differentially expressed genes between these two varieties. Such expression divergence was partially contributed by differential cis-regulatory elements or DNA methylation, which was genetically determined by functionally divergent genes between these two varieties. Both tandem and segmental duplication played important roles in the genome evolution and expression divergence. Conclusion Substantial differences in gene expression patterns between these two varieties have been observed. Such an expression divergence is genetically determined by the divergence in genome level.
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Affiliation(s)
- Shu-Ye Jiang
- Temasek Life Sciences Laboratory, 1 Research Link, the National University of Singapore, Singapore, 117604, Singapore
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Humbert S, Subedi S, Cohn J, Zeng B, Bi YM, Chen X, Zhu T, McNicholas PD, Rothstein SJ. Genome-wide expression profiling of maize in response to individual and combined water and nitrogen stresses. BMC Genomics 2013; 14:3. [PMID: 23324127 PMCID: PMC3571967 DOI: 10.1186/1471-2164-14-3] [Citation(s) in RCA: 55] [Impact Index Per Article: 5.0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/08/2012] [Accepted: 12/27/2012] [Indexed: 11/10/2022] Open
Abstract
BACKGROUND Water and nitrogen are two of the most critical inputs required to achieve the high yield potential of modern corn varieties. Under most agricultural settings however they are often scarce and costly. Fortunately, tremendous progress has been made in the past decades in terms of modeling to assist growers in the decision making process and many tools are now available to achieve more sustainable practices both environmentally and economically. Nevertheless large gaps remain between our empirical knowledge of the physiological changes observed in the field in response to nitrogen and water stresses, and our limited understanding of the molecular processes leading to those changes. RESULTS This work examines in particular the impact of simultaneous stresses on the transcriptome. In a greenhouse setting, corn plants were grown under tightly controlled nitrogen and water conditions, allowing sampling of various tissues and stress combinations. A microarray profiling experiment was performed using this material and showed that the concomitant presence of nitrogen and water limitation affects gene expression to an extent much larger than anticipated. A clustering analysis also revealed how the interaction between the two stresses shapes the patterns of gene expression over various levels of water stresses and recovery. CONCLUSIONS Overall, this study suggests that the molecular signature of a specific combination of stresses on the transcriptome might be as unique as the impact of individual stresses, and hence underlines the difficulty to extrapolate conclusions obtained from the study of individual stress responses to more complex settings.
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Affiliation(s)
- Sabrina Humbert
- Department of Molecular and Cellular Biology, University of Guelph, Guelph, Ontario, N1G 1K4, Canada
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95
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Turyagyenda LF, Kizito EB, Ferguson M, Baguma Y, Agaba M, Harvey JJW, Osiru DSO. Physiological and molecular characterization of drought responses and identification of candidate tolerance genes in cassava. AOB PLANTS 2013; 5:plt007. [PMID: 23519782 PMCID: PMC3604649 DOI: 10.1093/aobpla/plt007] [Citation(s) in RCA: 14] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Subscribe] [Scholar Register] [Received: 09/24/2012] [Accepted: 01/22/2013] [Indexed: 05/08/2023]
Abstract
Cassava is an important root crop to resource-poor farmers in marginal areas, where its production faces drought stress constraints. Given the difficulties associated with cassava breeding, a molecular understanding of drought tolerance in cassava will help in the identification of markers for use in marker-assisted selection and genes for transgenic improvement of drought tolerance. This study was carried out to identify candidate drought-tolerance genes and expression-based markers of drought stress in cassava. One drought-tolerant (improved variety) and one drought-susceptible (farmer-preferred) cassava landrace were grown in the glasshouse under well-watered and water-stressed conditions. Their morphological, physiological and molecular responses to drought were characterized. Morphological and physiological measurements indicate that the tolerance of the improved variety is based on drought avoidance, through reduction of water loss via partial stomatal closure. Ten genes that have previously been biologically validated as conferring or being associated with drought tolerance in other plant species were confirmed as being drought responsive in cassava. Four genes (MeALDH, MeZFP, MeMSD and MeRD28) were identified as candidate cassava drought-tolerance genes, as they were exclusively up-regulated in the drought-tolerant genotype to comparable levels known to confer drought tolerance in other species. Based on these genes, we hypothesize that the basis of the tolerance at the cellular level is probably through mitigation of the oxidative burst and osmotic adjustment. This study provides an initial characterization of the molecular response of cassava to drought stress resembling field conditions. The drought-responsive genes can now be used as expression-based markers of drought stress tolerance in cassava, and the candidate tolerance genes tested in the context of breeding (as possible quantitative trait loci) and engineering drought tolerance in transgenics.
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Affiliation(s)
- Laban F. Turyagyenda
- Makerere University-Uganda, PO Box 7062, Kampala, Uganda
- National Agriculture Research Organization (NARO)-Uganda, PO Box 295, Entebbe, Uganda
| | - Elizabeth B. Kizito
- National Agriculture Research Organization (NARO)-Uganda, PO Box 295, Entebbe, Uganda
| | - Morag Ferguson
- International Institute of Tropical Agriculture (IITA), c/o International Livestock Research Institute (ILRI), PO Box 30709, Nairobi 00100,Kenya
| | - Yona Baguma
- National Agriculture Research Organization (NARO)-Uganda, PO Box 295, Entebbe, Uganda
| | - Morris Agaba
- The Nelson Mandela Institute of Science and Technology, PO Box 447, Arusha, Tanzania
- Biosciences Eastern and Central Africa–International Livestock Research Institute (BecA–ILRI) Hub, PO Box 30709, Nairobi 00100, Kenya
| | - Jagger J. W. Harvey
- Biosciences Eastern and Central Africa–International Livestock Research Institute (BecA–ILRI) Hub, PO Box 30709, Nairobi 00100, Kenya
- Corresponding authors' e-mail addresses: ,
| | - David S. O. Osiru
- Makerere University-Uganda, PO Box 7062, Kampala, Uganda
- Corresponding authors' e-mail addresses: ,
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96
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Lawlor DW. Genetic engineering to improve plant performance under drought: physiological evaluation of achievements, limitations, and possibilities. JOURNAL OF EXPERIMENTAL BOTANY 2013; 64:83-108. [PMID: 23162116 DOI: 10.1093/jxb/ers326] [Citation(s) in RCA: 136] [Impact Index Per Article: 12.4] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 05/18/2023]
Abstract
Fully drought-resistant crop plants would be beneficial, but selection breeding has not produced them. Genetic modification of species by introduction of very many genes is claimed, predominantly, to have given drought resistance. This review analyses the physiological responses of genetically modified (GM) plants to water deficits, the mechanisms, and the consequences. The GM literature neglects physiology and is unspecific in definitions, which are considered here, together with methods of assessment and the type of drought resistance resulting. Experiments in soil with cessation of watering demonstrate drought resistance in GM plants as later stress development than in wild-type (WT) plants. This is caused by slower total water loss from the GM plants which have (or may have-morphology is often poorly defined) smaller total leaf area (LA) and/or decreased stomatal conductance (g (s)), associated with thicker laminae (denser mesophyll and smaller cells). Non-linear soil water characteristics result in extreme stress symptoms in WT before GM plants. Then, WT and GM plants are rewatered: faster and better recovery of GM plants is taken to show their greater drought resistance. Mechanisms targeted in genetic modification are then, incorrectly, considered responsible for the drought resistance. However, this is not valid as the initial conditions in WT and GM plants are not comparable. GM plants exhibit a form of 'drought resistance' for which the term 'delayed stress onset' is introduced. Claims that specific alterations to metabolism give drought resistance [for which the term 'constitutive metabolic dehydration tolerance' (CMDT) is suggested] are not critically demonstrated, and experimental tests are suggested. Small LA and g (s) may not decrease productivity in well-watered plants under laboratory conditions but may in the field. Optimization of GM traits to environment has not been analysed critically and is required in field trials, for example of recently released oilseed rape and maize which show 'drought resistance', probably due to delayed stress onset. Current evidence is that GM plants may not be better able to cope with drought than selection-bred cultivars.
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Affiliation(s)
- David W Lawlor
- Plant Biology & Crop Science, Rothamsted Research, Harpenden, Herts, AL5 2AJ, UK.
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97
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Le DT, Nishiyama R, Watanabe Y, Tanaka M, Seki M, Ham LH, Yamaguchi-Shinozaki K, Shinozaki K, Tran LSP. Differential gene expression in soybean leaf tissues at late developmental stages under drought stress revealed by genome-wide transcriptome analysis. PLoS One 2012; 7:e49522. [PMID: 23189148 PMCID: PMC3505142 DOI: 10.1371/journal.pone.0049522] [Citation(s) in RCA: 134] [Impact Index Per Article: 11.2] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/26/2012] [Accepted: 10/09/2012] [Indexed: 12/15/2022] Open
Abstract
The availability of complete genome sequence of soybean has allowed research community to design the 66 K Affymetrix Soybean Array GeneChip for genome-wide expression profiling of soybean. In this study, we carried out microarray analysis of leaf tissues of soybean plants, which were subjected to drought stress from late vegetative V6 and from full bloom reproductive R2 stages. Our data analyses showed that out of 46,093 soybean genes, which were predicted with high confidence among approximately 66,000 putative genes, 41,059 genes could be assigned with a known function. Using the criteria of a ratio change > = 2 and a q-value<0.05, we identified 1458 and 1818 upregulated and 1582 and 1688 downregulated genes in drought-stressed V6 and R2 leaves, respectively. These datasets were classified into 19 most abundant biological categories with similar proportions. There were only 612 and 463 genes that were overlapped among the upregulated and downregulated genes, respectively, in both stages, suggesting that both conserved and unconserved pathways might be involved in regulation of drought response in different stages of plant development. A comparative expression analysis using our datasets and that of drought stressed Arabidopsis leaves revealed the existence of both conserved and species-specific mechanisms that regulate drought responses. Many upregulated genes encode either regulatory proteins, such as transcription factors, including those with high homology to Arabidopsis DREB, NAC, AREB and ZAT/STZ transcription factors, kinases and two-component system members, or functional proteins, e.g. late embryogenesis-abundant proteins, glycosyltransferases, glycoside hydrolases, defensins and glyoxalase I family proteins. A detailed analysis of the GmNAC family and the hormone-related gene category showed that expression of many GmNAC and hormone-related genes was altered by drought in V6 and/or R2 leaves. Additionally, the downregulation of many photosynthesis-related genes, which contribute to growth retardation under drought stress, may serve as an adaptive mechanism for plant survival. This study has identified excellent drought-responsive candidate genes for in-depth characterization and future development of improved drought-tolerant transgenic soybeans.
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Affiliation(s)
- Dung Tien Le
- Signaling Pathway Research Unit, RIKEN Plant Science Center, Yokohama, Kanagawa, Japan
- National Key Laboratory of Plant Cell Biotechnology and Agricultural Genetics Institute, Vietnamese Academy of Agricultural Science, Hanoi, Vietnam
| | - Rie Nishiyama
- Signaling Pathway Research Unit, RIKEN Plant Science Center, Yokohama, Kanagawa, Japan
| | - Yasuko Watanabe
- Signaling Pathway Research Unit, RIKEN Plant Science Center, Yokohama, Kanagawa, Japan
| | - Maho Tanaka
- Plant Genomic Network Research Team, RIKEN Plant Science Center, Yokohama, Kanagawa, Japan
| | - Motoaki Seki
- Plant Genomic Network Research Team, RIKEN Plant Science Center, Yokohama, Kanagawa, Japan
| | - Le Huy Ham
- National Key Laboratory of Plant Cell Biotechnology and Agricultural Genetics Institute, Vietnamese Academy of Agricultural Science, Hanoi, Vietnam
| | | | - Kazuo Shinozaki
- Gene Discovery Research Group, RIKEN Plant Science Center, Yokohama, Kanagawa, Japan
| | - Lam-Son Phan Tran
- Signaling Pathway Research Unit, RIKEN Plant Science Center, Yokohama, Kanagawa, Japan
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98
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Zhang HW, Pan XW, Li YC, Wan LY, Li XX, Huang RF. Comparison of differentially expressed genes involved in drought response between two elite rice varieties. MOLECULAR PLANT 2012; 5:1403-1405. [PMID: 22874592 DOI: 10.1093/mp/sss053] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.1] [Reference Citation Analysis] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 06/01/2023]
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99
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Nguyen HC, Hoefgen R, Hesse H. Improving the nutritive value of rice seeds: elevation of cysteine and methionine contents in rice plants by ectopic expression of a bacterial serine acetyltransferase. JOURNAL OF EXPERIMENTAL BOTANY 2012; 63:5991-6001. [PMID: 23048130 DOI: 10.1093/jxb/ers253] [Citation(s) in RCA: 40] [Impact Index Per Article: 3.3] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 05/19/2023]
Abstract
With the aim of increasing the cysteine level in rice (Oryza sativa L.) and thus improving its nutritional quality, transgenic rice plants were generated expressing an Escherichia coli serine acetyltransferase isoform (EcSAT), the enzyme synthesizing O-acetylserine, the precursor of cysteine. The gene was fused to the transit peptide of the Arabidopsis Rubisco and driven by a ubiquitin promoter to target the enzyme to plastids. Twenty-two transgenic plants were examined for transgene protein expression, and five lines with a high expression level and enzymatic activity, respectively, were selected for further analysis. In these lines, the contents of cysteine and glutathione increased 2.4-fold and 2-fold, respectively. More important is the increase in free methionine and methionine incorporated into the water-soluble protein fraction in seeds. Free methionine increased in leaves up to 2.7-fold, in seeds up to 1.4-fold, and bound to seed proteins up to 4.8-fold, respectively, while the bound methionine level remained constant or even decreased in leaves. Notably, the transgenic lines exhibited higher isoleucine, leucine, and valine contents (each up to 2-fold depending on tissue, free, or bound), indicating a potential conversion of methionine via methionine γ-lyase to isoleucine. As the transgenic rice plants overexpressing EcSAT had significantly higher levels of both soluble and protein-bound methionine, isoleucine, cysteine, and glutathione in rice they may represent a model and target system for improving the nutritional quality of cereal crops.
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Affiliation(s)
- Huu Cuong Nguyen
- Max Planck Institute of Molecular Plant Physiology, D-14476 Potsdam-Golm, Germany
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100
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Yan DH, Fenning T, Tang S, Xia X, Yin W. Genome-wide transcriptional response of Populus euphratica to long-term drought stress. PLANT SCIENCE : AN INTERNATIONAL JOURNAL OF EXPERIMENTAL PLANT BIOLOGY 2012; 195:24-35. [PMID: 22920996 DOI: 10.1016/j.plantsci.2012.06.005] [Citation(s) in RCA: 28] [Impact Index Per Article: 2.3] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 02/09/2012] [Revised: 06/10/2012] [Accepted: 06/11/2012] [Indexed: 05/28/2023]
Abstract
Populus euphratica is native to semi-arid regions of the Xinjiang Uyghur Autonomous Region of China, and studying its drought responses will greatly increase the understanding of how trees acclimate to drought. Water was withheld for seven weeks in four different drought stress treatments, with regime 1 being the least drought stressed and regime 4 being the most, and the poplar's transcriptional profiles examined with Affymetrix Poplar GeneChip microarrays. The number of significantly up or down transcriptional changes increased with the severity of drought stress, with regime 1, 2, 3 and 4 showing 952, 1354, 2138 and 2360 altered transcripts, respectively. Only 277 of these were found in common across all four regimes, while 1938 transcripts were found to be unique to the individual treatments. Genes with altered transcript abundance included members of the transcription factor families AP2/EREPB, bZIP, NAC, NF-Y, WRKY, MYB and Homeobox, as well as genes for the small HSP, HSP70 and HSP90 heat shock protein families. Analysis of the transcript data from these experiments indicated that P. euphratica activates specific regulatory pathways according to the degree of drought stress it receives. These results provide important insights into the molecular mechanisms underpinning the drought stress responses of poplar, as well as providing candidates for future experimentation.
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Affiliation(s)
- Dong-Hui Yan
- College of Biological Sciences and Technology, National Engineering Laboratory for Tree Breeding, Beijing Forestry University, Beijing 100083, China
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