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Bae EK, Choi H, Choi JW, Lee H, Kim SG, Ko JH, Choi YI. Efficient knockout of the phytoene desaturase gene in a hybrid poplar (Populus alba × Populus glandulosa) using the CRISPR/Cas9 system with a single gRNA. Transgenic Res 2021; 30:837-849. [PMID: 34259977 DOI: 10.1007/s11248-021-00272-9] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/17/2020] [Accepted: 06/18/2021] [Indexed: 10/20/2022]
Abstract
The CRISPR/Cas9 system has been used for genome editing in several plant species; however, there are few reports on its use in trees. Here, CRISPR/Cas9 was used to mutate a target gene in Populus alba × Populus glandulosa hybrid poplars. The hybrid poplar is routinely used in molecular biological studies due to the well-established Agrobacterium-mediated transformation method. A single guide RNA (sgRNA) with reported high mutation efficiency in other popular species was designed with a protospacer adjacent motif sequence for the phytoene desaturase 1 (PagPDS1) gene. The pHSE/Cas9-PagPDS1 sgRNA vector was delivered into hybrid poplar cells using Agrobacterium-mediated transformation. The transgenic plants were propagated and classified them into three groups according to their phenotypes. Among a total of 110 lines of transgenic hybrid poplars, 82 lines showed either an albino or a pale green phenotype, indicating around 74.5% phenotypic mutation efficiency of the PagPDS1 gene. The albino phenotypes were observed when the CRISPR/Cas9-mediated mutations in both PagPDS1 alleles in the transgenic plants. There was no off-target modification of the PagPDS2 gene, which has a potential sgRNA target sequence with two mismatches. The results confirmed that the sgRNA can specifically edit PagPDS1 rather than PagPDS2, indicating that CRISPR/Cas9-mediated genome editing can effectively induce target mutations in the hybrid poplar. This technique will be useful to improve tree quality in hybrid poplars (P. alba × P. glandulosa); for example, by enhancing biomass or stress tolerance.
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Affiliation(s)
- Eun-Kyung Bae
- Forest Bioresources Department, National Institute of Forest Science, 39 Onjeong-ro, Gwonseon-gu, Suwon, 16631, Korea
| | - Hyunmo Choi
- Forest Biomaterials Research Center, National Institute of Forest Science, 672 Jinju-daero, Jinju, 52817, Korea
| | - Ji Won Choi
- Forest Bioresources Department, National Institute of Forest Science, 39 Onjeong-ro, Gwonseon-gu, Suwon, 16631, Korea
| | - Hyoshin Lee
- Forest Bioresources Department, National Institute of Forest Science, 39 Onjeong-ro, Gwonseon-gu, Suwon, 16631, Korea
| | - Sang-Gyu Kim
- Department of Biological Sciences, Korea Advanced Institute of Science and Technology, Daehak-ro 291, Yuseong-gu, Daejeon, 34141, Korea
| | - Jae-Heung Ko
- Plant and Environmental New Resources, Kyung Hee University, 1732 Deongyeong-daero, Giheung-gu, Yongin, 17104, Korea
| | - Young-Im Choi
- Forest Bioresources Department, National Institute of Forest Science, 39 Onjeong-ro, Gwonseon-gu, Suwon, 16631, Korea.
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Traversari S, De Carlo A, Traversi ML, Minnocci A, Francini A, Sebastiani L, Giovannelli A. Osmotic adjustments support growth of poplar cultured cells under high concentrations of carbohydrates. PLANT CELL REPORTS 2020; 39:971-982. [PMID: 32314047 DOI: 10.1007/s00299-020-02542-y] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 11/25/2019] [Accepted: 04/06/2020] [Indexed: 06/11/2023]
Abstract
Poplar callus maintained a specific difference in osmotic potential with respect to media when supplemented with different carbohydrate concentrations. This balance in osmotic potential guaranteed the growth capacity. Osmotic stress is caused by several abiotic factors such as drought, salinity, or freezing. However, the threshold of osmotic potential that allows the growth under stress conditions has not been thoroughly studied. In this study, different levels of osmotic stress in Populus alba (L.) callus have been induced with the addition of mannitol or sorbitol in the medium (from 0 to 500 mM). The key factor for preserving the growth was observed to be the restoration of a constant difference in osmotic potential between callus and medium for all the tested conditions. The osmotic adjustments were primarily achieved with the uptake of mannitol or sorbitol from the media considering their chemical properties instead of their biological functions. The decrease in water content (from - 1 to - 10% after 21 days) and mineral elements, such as potassium, calcium, and magnesium, together with the alterations in cell morphology, did not show negative effects on growth. The activity of sorbitol dehydrogenase was detected for the first time in poplar (+ 4.7 U l-1 in callus treated with sorbitol compared to control callus). This finding suggested the importance of choosing carefully the molecules used to exert osmotic stress for separating the dual function of carbohydrates in osmotic adjustments and cell metabolism.
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Affiliation(s)
- Silvia Traversari
- BioLabs, Institute of Life Sciences, Scuola Superiore Sant'Anna, Piazza Martiri della Libertà 33, 56127, Pisa, Italy
| | - Anna De Carlo
- Institute of Bioeconomy (IBE-CNR), Via Madonna del Piano 10, Sesto F.no, 50019, Florence, Italy
| | - Maria Laura Traversi
- Research Institute on Terrestrial Ecosystems (IRET-CNR), Via Madonna del Piano 10, Sesto F.no, 50019, Florence, Italy
| | - Antonio Minnocci
- BioLabs, Institute of Life Sciences, Scuola Superiore Sant'Anna, Piazza Martiri della Libertà 33, 56127, Pisa, Italy
| | - Alessandra Francini
- BioLabs, Institute of Life Sciences, Scuola Superiore Sant'Anna, Piazza Martiri della Libertà 33, 56127, Pisa, Italy
| | - Luca Sebastiani
- BioLabs, Institute of Life Sciences, Scuola Superiore Sant'Anna, Piazza Martiri della Libertà 33, 56127, Pisa, Italy.
| | - Alessio Giovannelli
- BioLabs, Institute of Life Sciences, Scuola Superiore Sant'Anna, Piazza Martiri della Libertà 33, 56127, Pisa, Italy
- Research Institute on Terrestrial Ecosystems (IRET-CNR), Via Madonna del Piano 10, Sesto F.no, 50019, Florence, Italy
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Traversari S, Francini A, Traversi ML, Emiliani G, Sorce C, Sebastiani L, Giovannelli A. Can sugar metabolism in the cambial region explain the water deficit tolerance in poplar? JOURNAL OF EXPERIMENTAL BOTANY 2018; 69:4083-4097. [PMID: 29846657 PMCID: PMC6054210 DOI: 10.1093/jxb/ery195] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 01/25/2018] [Accepted: 05/16/2018] [Indexed: 05/06/2023]
Abstract
Drought dramatically affects wood production by adversely impacting cambial cells and their derivatives. Photosynthesis and assimilate transport are also affected by drought conditions. Two poplar genotypes, Populus deltoides 'Dvina' and Populus alba 'Marte', demonstrated contrasting growth performance and water-carbon balance strategies; a mechanistic understanding of the water deficit response was provided by these poplar species. 'Marte' was found to be more anisohydric than 'Dvina'. This characteristic was associated with the capacity to reallocate carbohydrates during water deficits. In contrast, 'Dvina' displayed more conservative water management; carbohydrates were preferably stored or used for cellulose production rather than to achieve an osmotic balance between the phloem and the xylem. Data confirmed that the more 'risk-taking' characteristic of 'Marte' allowed a rapid recovery following water deficit and was connected to a different carbohydrate metabolism.
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Affiliation(s)
- Silvia Traversari
- Institute of Life Sciences, Scuola Superiore Sant’Anna, Piazza Martiri della Libertà, Pisa, Italy
| | - Alessandra Francini
- Institute of Life Sciences, Scuola Superiore Sant’Anna, Piazza Martiri della Libertà, Pisa, Italy
| | - Maria Laura Traversi
- Trees and Timber Institute (IVALSA-CNR), Via Madonna del Piano, Sesto F.no (Florence), Italy
| | - Giovanni Emiliani
- Trees and Timber Institute (IVALSA-CNR), Via Madonna del Piano, Sesto F.no (Florence), Italy
| | - Carlo Sorce
- Department of Biology, University of Pisa, Via Luca Ghini, Pisa, Italy
| | - Luca Sebastiani
- Institute of Life Sciences, Scuola Superiore Sant’Anna, Piazza Martiri della Libertà, Pisa, Italy
| | - Alessio Giovannelli
- Institute of Life Sciences, Scuola Superiore Sant’Anna, Piazza Martiri della Libertà, Pisa, Italy
- Trees and Timber Institute (IVALSA-CNR), Via Madonna del Piano, Sesto F.no (Florence), Italy
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Song C, Kim T, Chung WS, Lim CO. The Arabidopsis Phytocystatin AtCYS5 Enhances Seed Germination and Seedling Growth under Heat Stress Conditions. Mol Cells 2017; 40:577-586. [PMID: 28756655 PMCID: PMC5582304 DOI: 10.14348/molcells.2017.0075] [Citation(s) in RCA: 16] [Impact Index Per Article: 2.3] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/12/2017] [Revised: 06/08/2017] [Accepted: 06/25/2017] [Indexed: 11/27/2022] Open
Abstract
Phytocystatins (PhyCYSs) are plant-specific proteinaceous inhibitors that are implicated in protein turnover and stress responses. Here, we characterized a PhyCYS from Arabidopsis thaliana, which was designated AtCYS5. RT-qPCR analysis showed that the expression of AtCYS5 in germinating seeds was induced by heat stress (HS) and exogenous abscisic acid (ABA) treatment. Analysis of the expression of the β-glucuronidase reporter gene under the control of the AtCYS5 promoter showed that AtCYS5 expression during seed germination was induced by HS and ABA. Constitutive overexpression of AtCYS5 driven by the cauliflower mosaic virus 35S promoter led to enhanced HS tolerance in transgenic Arabidopsis, which was characterized by higher fresh weight and root length compared to wild-type (WT) and knockout (cys5) plants grown under HS conditions. The HS tolerance of At-CYS5-overexpressing transgenic plants was associated with increased insensitivity to exogenous ABA during both seed germination and post-germination compared to WT and cys5. Although no HS elements were identified in the 5'-flanking region of AtCYS5, canonical ABA-responsive elements (ABREs) were detected. AtCYS5 was upregulated in ABA-treated protoplasts transiently co-expressing this gene and genes encoding bZIP ABRE-binding factors (ABFs and AREB3). In the absence of ABA, ABF1 and ABF3 directly bound to the ABREs in the AtCYS5 promoter, which activated the transcription of this gene in the presence of ABA. These results suggest that an ABA-dependent pathway plays a positive role in the HS-responsive expression of AtCYS5 during seed germination and post-germination growth.
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Affiliation(s)
- Chieun Song
- Systems and Synthetic Agrobiotech Center and PMBBRC, Gyeongsang National University, Jinju 52828,
Korea
| | - Taeyoon Kim
- Systems and Synthetic Agrobiotech Center and PMBBRC, Gyeongsang National University, Jinju 52828,
Korea
- Division of Life Science, Gyeongsang National University, Jinju 52828,
Korea
| | - Woo Sik Chung
- Systems and Synthetic Agrobiotech Center and PMBBRC, Gyeongsang National University, Jinju 52828,
Korea
- Division of Life Science, Gyeongsang National University, Jinju 52828,
Korea
| | - Chae Oh Lim
- Systems and Synthetic Agrobiotech Center and PMBBRC, Gyeongsang National University, Jinju 52828,
Korea
- Division of Life Science, Gyeongsang National University, Jinju 52828,
Korea
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Liu M, Yu H, Zhao G, Huang Q, Lu Y, Ouyang B. Profiling of drought-responsive microRNA and mRNA in tomato using high-throughput sequencing. BMC Genomics 2017; 18:481. [PMID: 28651543 PMCID: PMC5485680 DOI: 10.1186/s12864-017-3869-1] [Citation(s) in RCA: 58] [Impact Index Per Article: 8.3] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/24/2017] [Accepted: 06/19/2017] [Indexed: 12/18/2022] Open
Abstract
BACKGROUND Abiotic stresses cause severe loss of crop production. Among them, drought is one of the most frequent environmental stresses, which limits crop growth, development and productivity. Plant drought tolerance is fine-tuned by a complex gene regulatory network. Understanding the molecular regulation of this polygenic trait is crucial for the eventual success to improve plant yield and quality. Recent studies have demonstrated that microRNAs play critical roles in plant drought tolerance. However, little is known about the microRNA in drought response of the model plant tomato. Here, we described the profiling of drought-responsive microRNA and mRNA in tomato using high-throughput next-generation sequencing. RESULTS Drought stress was applied on the seedlings of M82, a drought-sensitive cultivated tomato genotype, and IL9-1, a drought-tolerant introgression line derived from the stress-resistant wild species Solanum pennellii LA0716 and M82. Under drought, IL9-1 performed superior than M82 regarding survival rate, H2O2 elimination and leaf turgor maintenance. A total of four small RNA and eight mRNA libraries were constructed and sequenced using Illumina sequencing technology. 105 conserved and 179 novel microRNAs were identified, among them, 54 and 98 were differentially expressed upon drought stress, respectively. The majority of the differentially-expressed conserved microRNAs was up-regulated in IL9-1 whereas down-regulated in M82. Under drought stress, 2714 and 1161 genes were found to be differentially expressed in M82 and IL9-1, respectively, and many of their homologues are involved in plant stress, such as genes encoding transcription factor and protein kinase. Various pathways involved in abiotic stress were revealed by Gene Ontology and pathway analysis. The mRNA sequencing results indicated that most of the target genes were regulated by their corresponding microRNAs, which suggested that microRNAs may play essential roles in the drought tolerance of tomato. CONCLUSION In this study, numerous microRNAs and mRNAs involved in the drought response of tomato were identified using high-throughput sequencing, which will provide new insights into the complex regulatory network of plant adaption to drought stress. This work will also help to exploit new players functioning in plant drought-stress tolerance.
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Affiliation(s)
- Minmin Liu
- Key Laboratory of Horticultural Plant Biology (MOE), Huazhong Agricultural University, Wuhan, 430070 China
| | - Huiyang Yu
- Key Laboratory of Horticultural Plant Biology (MOE), Huazhong Agricultural University, Wuhan, 430070 China
| | - Gangjun Zhao
- Key Laboratory of Horticultural Plant Biology (MOE), Huazhong Agricultural University, Wuhan, 430070 China
| | - Qiufeng Huang
- Key Laboratory of Horticultural Plant Biology (MOE), Huazhong Agricultural University, Wuhan, 430070 China
| | - Yongen Lu
- Key Laboratory of Horticultural Plant Biology (MOE), Huazhong Agricultural University, Wuhan, 430070 China
| | - Bo Ouyang
- Key Laboratory of Horticultural Plant Biology (MOE), Huazhong Agricultural University, Wuhan, 430070 China
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Sahebi M, Hanafi MM, Azizi P, Hakim A, Ashkani S, Abiri R. Suppression Subtractive Hybridization Versus Next-Generation Sequencing in Plant Genetic Engineering: Challenges and Perspectives. Mol Biotechnol 2016; 57:880-903. [PMID: 26271955 DOI: 10.1007/s12033-015-9884-z] [Citation(s) in RCA: 18] [Impact Index Per Article: 2.3] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/23/2023]
Abstract
Suppression subtractive hybridization (SSH) is an effective method to identify different genes with different expression levels involved in a variety of biological processes. This method has often been used to study molecular mechanisms of plants in complex relationships with different pathogens and a variety of biotic stresses. Compared to other techniques used in gene expression profiling, SSH needs relatively smaller amounts of the initial materials, with lower costs, and fewer false positives present within the results. Extraction of total RNA from plant species rich in phenolic compounds, carbohydrates, and polysaccharides that easily bind to nucleic acids through cellular mechanisms is difficult and needs to be considered. Remarkable advancement has been achieved in the next-generation sequencing (NGS) field. As a result of progress within fields related to molecular chemistry and biology as well as specialized engineering, parallelization in the sequencing reaction has exceptionally enhanced the overall read number of generated sequences per run. Currently available sequencing platforms support an earlier unparalleled view directly into complex mixes associated with RNA in addition to DNA samples. NGS technology has demonstrated the ability to sequence DNA with remarkable swiftness, therefore allowing previously unthinkable scientific accomplishments along with novel biological purposes. However, the massive amounts of data generated by NGS impose a substantial challenge with regard to data safe-keeping and analysis. This review examines some simple but vital points involved in preparing the initial material for SSH and introduces this method as well as its associated applications to detect different novel genes from different plant species. This review evaluates general concepts, basic applications, plus the probable results of NGS technology in genomics, with unique mention of feasible potential tools as well as bioinformatics.
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Affiliation(s)
- Mahbod Sahebi
- Laboratory of Plantation Crops, Institute of Tropical Agriculture, Universiti Putra Malaysia, 43400, Serdang, Selangor, Malaysia,
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Page AF, Cseke LJ, Minocha R, Turlapati SA, Podila GK, Ulanov A, Li Z, Minocha SC. Genetic manipulation of putrescine biosynthesis reprograms the cellular transcriptome and the metabolome. BMC PLANT BIOLOGY 2016; 16:113. [PMID: 27188293 PMCID: PMC4870780 DOI: 10.1186/s12870-016-0796-2] [Citation(s) in RCA: 13] [Impact Index Per Article: 1.6] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 01/05/2016] [Accepted: 04/29/2016] [Indexed: 05/23/2023]
Abstract
BACKGROUND With the increasing interest in metabolic engineering of plants using genetic manipulation and gene editing technologies to enhance growth, nutritional value and environmental adaptation, a major concern is the potential of undesirable broad and distant effects of manipulating the target gene or metabolic step in the resulting plant. A comprehensive transcriptomic and metabolomic analysis of the product may shed some useful light in this regard. The present study used these two techniques with plant cell cultures to analyze the effects of genetic manipulation of a single step in the biosynthesis of polyamines because of their well-known roles in plant growth, development and stress responses. RESULTS The transcriptomes and metabolomes of a control and a high putrescine (HP) producing cell line of poplar (Populus nigra x maximowiczii) were compared using microarrays and GC/MS. The HP cells expressed an ornithine decarboxylase transgene and accumulated several-fold higher concentrations of putrescine, with only small changes in spermidine and spermine. The results show that up-regulation of a single step in the polyamine biosynthetic pathway (i.e. ornithine → putrescine) altered the expression of a broad spectrum of genes; many of which were involved in transcription, translation, membrane transport, osmoregulation, shock/stress/wounding, and cell wall metabolism. More than half of the 200 detected metabolites were significantly altered (p ≤ 0.05) in the HP cells irrespective of sampling date. The most noteworthy differences were in organic acids, carbohydrates and nitrogen-containing metabolites. CONCLUSIONS The results provide valuable information about the role of polyamines in regulating nitrogen and carbon use pathways in cell cultures of high putrescine producing transgenic cells of poplar vs. their low putrescine counterparts. The results underscore the complexity of cellular responses to genetic perturbation of a single metabolic step related to nitrogen metabolism in plants. Combined with recent studies from our lab, where we showed that higher putrescine production caused an increased flux of glutamate into ornithine concurrent with enhancement in glutamate production via additional nitrogen and carbon assimilation, the results from this study provide guidance in designing transgenic plants with increased nitrogen use efficiency, especially in plants intended for non-food/feed applications (e.g. increased biomass production for biofuels).
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Affiliation(s)
- Andrew F Page
- Department of Biological Sciences, University of New Hampshire, Durham, NH, 03824, USA
| | - Leland J Cseke
- Department of Biological Sciences, University of Alabama in Huntsville, Huntsville, AL, 35899, USA
| | - Rakesh Minocha
- USDA Forest Service, Northern Research Station, Durham, NH, 03824, USA
| | - Swathi A Turlapati
- Department of Biological Sciences, University of New Hampshire, Durham, NH, 03824, USA
- USDA Forest Service, Northern Research Station, Durham, NH, 03824, USA
| | - Gopi K Podila
- Department of Biological Sciences, University of Alabama in Huntsville, Huntsville, AL, 35899, USA
| | - Alexander Ulanov
- Metabolomics Center, Roy J. Carver Biotechnology Center, University of Illinois at Urbana-Champaign, Champaign, IL, 61801, USA
| | - Zhong Li
- Metabolomics Center, Roy J. Carver Biotechnology Center, University of Illinois at Urbana-Champaign, Champaign, IL, 61801, USA
| | - Subhash C Minocha
- Department of Biological Sciences, University of New Hampshire, Durham, NH, 03824, USA.
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Yoon SK, Park EJ, Choi YI, Bae EK, Kim JH, Park SY, Kang KS, Lee H. Response to drought and salt stress in leaves of poplar (Populus alba × Populus glandulosa): expression profiling by oligonucleotide microarray analysis. PLANT PHYSIOLOGY AND BIOCHEMISTRY : PPB 2014; 84:158-168. [PMID: 25285889 DOI: 10.1016/j.plaphy.2014.09.008] [Citation(s) in RCA: 22] [Impact Index Per Article: 2.2] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 05/12/2014] [Accepted: 09/21/2014] [Indexed: 05/24/2023]
Abstract
Drought and salt stresses are major environmental constraints on forest productivity. To identify genes responsible for stress tolerance, we conducted a genome-wide analysis in poplar (Populus alba × Populus glandulosa) leaves exposed to drought and salt (NaCl) stresses. We investigated gene expression at the mRNA level using oligonucleotide microarrays containing 44,718 genes from Populus trichocarpa. A total of 1604 and 1042 genes were up-regulated (≥2-fold; P value < 0.05) by drought and salt stresses, respectively, and 765 genes were up-regulated by both stresses. In addition, 2742 and 1685 genes were down-regulated by drought and salt stresses, respectively, and 1564 genes were down-regulated by both stresses. The large number of genes regulated by both stresses suggests that crosstalk occurs between the drought and salt stress responses. Most up-regulated genes were involved in functions such as subcellular localization, signal transduction, metabolism, and transcription. Among the up-regulated genes, we identified 47 signaling proteins, 65 transcription factors, and 43 abiotic stress-related genes. Several genes were modulated by only one of the two stresses. About 25% of the genes significantly regulated by these stresses are of unknown function, suggesting that poplar may provide an opportunity to discover novel stress-related genes.
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Affiliation(s)
- Seo-Kyung Yoon
- Department of Forest Genetic Resources, Korea Forest Research Institute, 39 Onjeong-ro, Suwon 441-847, Republic of Korea; Department of Forest Sciences, Seoul National University, 1 Gwanak-ro, Seoul 151-742, Republic of Korea
| | - Eung-Jun Park
- Department of Forest Genetic Resources, Korea Forest Research Institute, 39 Onjeong-ro, Suwon 441-847, Republic of Korea
| | - Young-Im Choi
- Department of Forest Genetic Resources, Korea Forest Research Institute, 39 Onjeong-ro, Suwon 441-847, Republic of Korea
| | - Eun-Kyung Bae
- Department of Forest Genetic Resources, Korea Forest Research Institute, 39 Onjeong-ro, Suwon 441-847, Republic of Korea
| | - Joon-Hyeok Kim
- Department of Forest Genetic Resources, Korea Forest Research Institute, 39 Onjeong-ro, Suwon 441-847, Republic of Korea
| | - So-Young Park
- Department of Horticultural Science, Chungbuk National University, 52 Naesudong-ro, Cheongju 361-763, Republic of Korea
| | - Kyu-Suk Kang
- Department of Forest Sciences, Seoul National University, 1 Gwanak-ro, Seoul 151-742, Republic of Korea
| | - Hyoshin Lee
- Department of Forest Genetic Resources, Korea Forest Research Institute, 39 Onjeong-ro, Suwon 441-847, Republic of Korea.
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Dong Y, Fan G, Deng M, Xu E, Zhao Z. Genome-wide expression profiling of the transcriptomes of four Paulownia tomentosa accessions in response to drought. Genomics 2014; 104:295-305. [PMID: 25192670 DOI: 10.1016/j.ygeno.2014.08.008] [Citation(s) in RCA: 18] [Impact Index Per Article: 1.8] [Reference Citation Analysis] [Abstract] [Key Words] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/05/2013] [Revised: 08/15/2014] [Accepted: 08/18/2014] [Indexed: 01/09/2023]
Abstract
Paulownia tomentosa is an important foundation forest tree species in semiarid areas. The lack of genetic information hinders research into the mechanisms involved in its response to abiotic stresses. Here, short-read sequencing technology (Illumina) was used to de novo assemble the transcriptome on P. tomentosa. A total of 99,218 unigenes with a mean length of 949 nucleotides were assembled. 68,295 unigenes were selected and the functions of their products were predicted using Clusters of Orthologous Groups, Gene Ontology, and Kyoto Encyclopedia of Genes and Genomes annotations. Afterwards, hundreds of genes involved in drought response were identified. Twelve putative drought response genes were analyzed by quantitative real-time polymerase chain reaction. This study provides a dataset of genes and inherent biochemical pathways, which will help in understanding the mechanisms of the water-deficit response in P. tomentosa. To our knowledge, this is the first study to highlight the genetic makeup of P. tomentosa.
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Affiliation(s)
- Yanpeng Dong
- Institute of Paulownia, Henan Agricultural University, Zhengzhou, Henan, China; College of Forestry, Henan Agricultural University, Zhengzhou, Henan, China.
| | - Guoqiang Fan
- Institute of Paulownia, Henan Agricultural University, Zhengzhou, Henan, China; College of Forestry, Henan Agricultural University, Zhengzhou, Henan, China.
| | - Minjie Deng
- Institute of Paulownia, Henan Agricultural University, Zhengzhou, Henan, China.
| | - Enkai Xu
- Institute of Paulownia, Henan Agricultural University, Zhengzhou, Henan, China; College of Forestry, Henan Agricultural University, Zhengzhou, Henan, China.
| | - Zhenli Zhao
- College of Forestry, Henan Agricultural University, Zhengzhou, Henan, China.
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Protein Microarrays with Novel Microfluidic Methods: Current Advances. MICROARRAYS 2014; 3:180-202. [PMID: 27600343 PMCID: PMC4996363 DOI: 10.3390/microarrays3030180] [Citation(s) in RCA: 13] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Received: 04/30/2014] [Revised: 06/10/2014] [Accepted: 06/16/2014] [Indexed: 01/08/2023]
Abstract
Microfluidic-based micromosaic technology has allowed the pattering of recognition elements in restricted micrometer scale areas with high precision. This controlled patterning enabled the development of highly multiplexed arrays multiple analyte detection. This arraying technology was first introduced in the beginning of 2001 and holds tremendous potential to revolutionize microarray development and analyte detection. Later, several microfluidic methods were developed for microarray application. In this review we discuss these novel methods and approaches which leverage the property of microfluidic technologies to significantly improve various physical aspects of microarray technology, such as enhanced imprinting homogeneity, stability of the immobilized biomolecules, decreasing assay times, and reduction of the costs and of the bulky instrumentation.
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Dong Y, Fan G, Zhao Z, Deng M. Compatible solute, transporter protein, transcription factor, and hormone-related gene expression provides an indicator of drought stress in Paulownia fortunei. Funct Integr Genomics 2014; 14:479-91. [PMID: 24801596 PMCID: PMC4137158 DOI: 10.1007/s10142-014-0373-4] [Citation(s) in RCA: 25] [Impact Index Per Article: 2.5] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/11/2013] [Revised: 03/30/2014] [Accepted: 04/14/2014] [Indexed: 11/28/2022]
Abstract
Drought is one of the most devastating effects of global climate change. Leaves contribute significantly to the management of water deficit and plant adaptation to drought stress. In this study, we compared the transcriptomes of leaves of two genotypes of Paulownia fortunei with different drought tolerances. Solexa sequencing and qRT-PCR were used for gene expression analysis and validation. Variations in leaf growth were found between drought-treated and well-watered samples in both genotypes. Drought-treated samples from diploid and autotetraploid P. fortunei cultivars showed inward leaf rolling and smaller blade size compared with the well-watered ones. High throughput transcriptome sequencing generated 266,700,100 high-quality reads representing 110,586 unigenes from the leaves. The drought-treated samples responded to water deficiency by inducing various genes and pathways, such as photosynthesis, carbon fixation in photosynthetic organisms, stress response, plant hormone signal transduction, and flavonoid pathways. Regulatory genes, such as WRKY, and transcription factors, such as NAC, known for leaf development under drought stress, were highly expressed in the drought-treated samples, and so were the genes related to compatible solutes (sugars, sugar alcohols, amino sugars, amino acids, or betaine), hormones, and various transporters. This study illustrates changes in the expression pattern of genes induced in response to drought stress and provides a comprehensive and specific set of drought-responsive genes in P. fortunei.
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Affiliation(s)
- Yanpeng Dong
- Institute of Paulownia, Henan Agricultural University, 95 Wenhua Road, Jinshui Area, Zhengzhou, Henan, People's Republic of China, 450002
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Zha HG, Liu T, Zhou JJ, Sun H. MS-desi, a desiccation-related protein in the floral nectar of the evergreen velvet bean (Mucuna sempervirens Hemsl): molecular identification and characterization. PLANTA 2013; 238:77-89. [PMID: 23568404 DOI: 10.1007/s00425-013-1876-2] [Citation(s) in RCA: 9] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 12/05/2012] [Accepted: 03/27/2013] [Indexed: 05/11/2023]
Abstract
Plant desiccation-related proteins (DRPs) were first identified as pcC13-62 from the resurrection plant Craterostigma plantagineum and it has been suggested they are involved in plant desiccation tolerance. We identified and characterized a plant DRP, which we called MS-desi, in the floral nectar of a subtropical bean species, Mucuna sempervirens (MS). MS-desi is a major nectar protein (nectarin) of the bean plant and expresses exclusively in the stylopodium, where the nectary is located. The full-length MS-desi gene encodes for a protein of 306 amino acids with a molecular mass of 33,248 Da, and possesses a ferritin-like domain and a signal peptide of 30 amino acids. Structural and phylogenetic analysis demonstrated MS-desi has high similarity to members of the plant DRPs, including pcC 13-62 protein. MS-desi has a similar hydropathy profile to that of pcC13-62 with a grand average of hydropathy index of 0.130 for MS-desi and 0.106 for pcC13-62 protein, which is very different from those of dehydrins and late embryogenesis abundant proteins. The protein's secondary structures, both predicted from the amino acid sequence and directly analysed by far UV circular dichroism, showed that MS-desi is mainly composed of alpha helices and is relatively temperature dependent. The structure change is reversible within a wide range of temperatures. Purified MS-desi and raw MS floral nectar showed dose-dependent citrate synthase inhibition activity, but insensitivity to lactate dehydrogenase, suggesting that, unlike dehydrins, it does not act as a chaperone. The overall results constitute, to our knowledge, the first study on a desiccation-related protein in plant floral nectar.
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Affiliation(s)
- Hong-Guang Zha
- Key Laboratory of Biodiversity and Biogeography, Kunming Institute of Botany, Chinese Academy of Sciences, Kunming, Yunnan, 650204, China
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Laur J, Hacke UG. Transpirational demand affects aquaporin expression in poplar roots. JOURNAL OF EXPERIMENTAL BOTANY 2013; 64:2283-93. [PMID: 23599275 PMCID: PMC3654427 DOI: 10.1093/jxb/ert096] [Citation(s) in RCA: 32] [Impact Index Per Article: 2.9] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 05/18/2023]
Abstract
Isohydric plants tend to maintain a water potential homeostasis primarily by controlling water loss via stomatal conductance. However, there is accumulating evidence that plants can also modulate water uptake in a dynamic manner. The dynamics of water uptake are influenced by aquaporin-mediated changes in root hydraulics. Most studies in this area have been conducted on herbaceous plants, and less is known about responses of woody plants. Here a study was conducted to determine how roots of hybrid poplar plants (Populus trichocarpa×deltoides) respond to a step change in transpirational demand. The main objective was to measure the expression of selected aquaporin genes and to assess how transcriptional responses correspond to changes in root water flow (Q R) and other parameters of water relations. A subset of plants was grown in shade and was subsequently exposed to a 5-fold increase in light level. Another group of plants was grown at ~95% relative humidity (RH) and was then subjected to lower RH while the light level remained unchanged. Both plant groups experienced a transient drop in stem water potentials. At 28h after the increase in transpirational demand, water potentials recovered. This recovery was associated with changes in the expression of PIP1 and PIP2 subfamily genes and an increase in Q R. Stomata of plants growing at high RH were larger and showed incomplete closure after application of abscisic acid. Since stomatal conductance remained high and unchanged in these plants, it is suggested that the recovery in water potential in these plants was largely driven by the increase in Q R.
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Affiliation(s)
| | - Uwe G. Hacke
- *To whom correspondence should be addressed. E-mail:
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Plavcová L, Hacke UG, Almeida-Rodriguez AM, Li E, Douglas CJ. Gene expression patterns underlying changes in xylem structure and function in response to increased nitrogen availability in hybrid poplar. PLANT, CELL & ENVIRONMENT 2013; 36:186-99. [PMID: 22734437 DOI: 10.1111/j.1365-3040.2012.02566.x] [Citation(s) in RCA: 53] [Impact Index Per Article: 4.8] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 05/07/2023]
Abstract
Nitrogen availability has a strong influence on plant growth and development. In this study, we examined the effect of nitrogen availability on xylogenesis in hybrid poplar (Populus trichocarpa x deltoides H11-11). Saplings of hybrid poplar were fertilized for 33 d with either high or adequate levels of ammonium nitrate. We observed enhanced radial growth, wider vessels and fibres and thinner fibre walls in the secondary xylem of high N relative to adequate N plants. These anatomical differences translated into altered hydraulic properties with xylem being more transport efficient but also more vulnerable to drought-induced cavitation in high N plants. The changes in xylem structure and function were associated with differences in gene expression as revealed by the transcriptome analysis of the developing xylem region. We found 388 genes differentially expressed (fold change ±1.5, P-value ≤ 0.05), including a number of genes putatively involved in nitrogen and carbohydrate metabolism and various aspects of xylem cell differentiation. Several genes encoding known transcriptional regulators of secondary cell wall deposition were down-regulated in high N plants, corresponding with thinner secondary cell walls in these plants. The results of this study provide us with gene candidates potentially affecting xylem hydraulic and structural traits.
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Affiliation(s)
- Lenka Plavcová
- Department of Renewable Resources, University of Alberta, Edmonton, Alberta, Canada.
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Perdiguero P, Collada C, Barbero MDC, García Casado G, Cervera MT, Soto A. Identification of water stress genes in Pinus pinaster Ait. by controlled progressive stress and suppression-subtractive hybridization. PLANT PHYSIOLOGY AND BIOCHEMISTRY : PPB 2012; 50:44-53. [PMID: 22099518 DOI: 10.1016/j.plaphy.2011.09.022] [Citation(s) in RCA: 10] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 07/18/2011] [Accepted: 09/30/2011] [Indexed: 05/04/2023]
Abstract
Climate change is a major challenge particularly for forest tree species, which will have to face the severe alterations of environmental conditions with their current genetic pool. Thus, an understanding of their adaptive responses is of the utmost interest. In this work we have selected Pinus pinaster as a model species. This pine is one of the most important conifers (for which molecular tools and knowledge are far more scarce than for angiosperms) in the Mediterranean Basin, which is characterised in all foreseen scenarios as one of the regions most drastically affected by climate change, mainly because of increasing temperature and, particularly, by increasing drought. We have induced a controlled, increasing water stress by adding PEG to a hydroponic culture. We have generated a subtractive library, with the aim of identifying the genes induced by this stress and have searched for the most reliable expressional candidate genes, based on their overexpression during water stress, as revealed by microarray analysis and confirmed by RT-PCR. We have selected a set of 67 candidate genes belonging to different functional groups that will be useful molecular tools for further studies on drought stress responses, adaptation, and population genomics in conifers, as well as in breeding programs.
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Affiliation(s)
- Pedro Perdiguero
- GENFOR Grupo de investigación en Genética y Fisiología Forestal, Universidad Politécnica de Madrid, E-28040 Madrid, Spain
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