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Lee KT, Jeon HW, Park SY, Cho J, Kim KH. Comparison of projected rice blast epidemics in the Korean Peninsula between the CMIP5 and CMIP6 scenarios. Clim Change 2022; 173:12. [PMID: 35874039 PMCID: PMC9296759 DOI: 10.1007/s10584-022-03410-2] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Subscribe] [Scholar Register] [Received: 01/24/2022] [Accepted: 07/12/2022] [Indexed: 05/29/2023]
Abstract
UNLABELLED Recently, the International Panel for Climate Change released the 6th Coupled Model Intercomparison Project (CMIP6) climate change scenarios with shared socioeconomic pathways (SSPs). The SSP scenarios result in significant changes to climate variables in climate projections compared to their predecessor, the representative concentration pathways from the CMIP5. Therefore, it is necessary to examine whether the CMIP6 scenarios differentially impact plant-disease ecosystems compared to the CMIP5 scenarios. In this study, we used the EPIRICE-LB model to simulate and compare projected rice blast disease epidemics in the Korean Peninsula using five selected family global climate models (GCMs) of the CMIP5 and CMIP6 for two forcing scenarios. We found a similar decrease in rice blast epidemics in both CMIP scenarios; however, this decrease was greater in the CMIP6 scenarios. In addition, distinctive epidemic trends were found in North Korea, where the rice blast epidemics increase until the mid-2040s but decrease thereafter until 2100, with different spatial patterns of varying magnitudes. Controlling devastating rice blast diseases will remain important during the next decades in North Korea, where appropriate chemical controls are unavailable due to chronic economic and political issues. Overall, our analyses using the new CMIP6 scenarios reemphasized the importance of developing effective control measures against rice blast for specific high-risk areas and the need for a universal impact and vulnerability assessment platform for plant-disease ecosystems that can be used with new climate change scenarios in the future. SUPPLEMENTARY INFORMATION The online version contains supplementary material available at 10.1007/s10584-022-03410-2.
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Affiliation(s)
- Kyoung-Tae Lee
- Department of Agricultural Biotechnology, Seoul National University, Seoul, 08826 Korea
| | - Hye-Won Jeon
- Convergence Center for Watershed Management, Integrated Watershed Management Institute, 16489 Suwon, Korea
| | - Sook-Young Park
- Department of Plant Medicine, Sunchon National University, Suncheon, 57922 Korea
| | - Jaepil Cho
- Convergence Center for Watershed Management, Integrated Watershed Management Institute, 16489 Suwon, Korea
| | - Kwang-Hyung Kim
- Department of Agricultural Biotechnology, Seoul National University, Seoul, 08826 Korea
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Betekhtin A, Hus K, Rojek-Jelonek M, Kurczynska E, Nibau C, Doonan JH, Hasterok R. In Vitro Tissue Culture in Brachypodium: Applications and Challenges. Int J Mol Sci 2020; 21:E1037. [PMID: 32033195 PMCID: PMC7037373 DOI: 10.3390/ijms21031037] [Citation(s) in RCA: 7] [Impact Index Per Article: 1.8] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/18/2019] [Revised: 02/01/2020] [Accepted: 02/03/2020] [Indexed: 01/29/2023] Open
Abstract
Brachypodium distachyon has become an excellent model for plant breeding and bioenergy grasses that permits many fundamental questions in grass biology to be addressed. One of the constraints to performing research in many grasses has been the difficulty with which they can be genetically transformed and the generally low frequency of such transformations. In this review, we discuss the contribution that transformation techniques have made in Brachypodium biology as well as how Brachypodium could be used to determine the factors that might contribute to transformation efficiency. In particular, we highlight the latest research on the mechanisms that govern the gradual loss of embryogenic potential in a tissue culture and propose using B. distachyon as a model for other recalcitrant monocots.
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Affiliation(s)
- Alexander Betekhtin
- Institute of Biology, Biotechnology and Environmental Protection, Faculty of Natural Sciences, University of Silesia in Katowice, 28 Jagiellonska Street, 40-032 Katowice, Poland; (K.H.); (M.R.-J.); (E.K.); (R.H.)
| | - Karolina Hus
- Institute of Biology, Biotechnology and Environmental Protection, Faculty of Natural Sciences, University of Silesia in Katowice, 28 Jagiellonska Street, 40-032 Katowice, Poland; (K.H.); (M.R.-J.); (E.K.); (R.H.)
| | - Magdalena Rojek-Jelonek
- Institute of Biology, Biotechnology and Environmental Protection, Faculty of Natural Sciences, University of Silesia in Katowice, 28 Jagiellonska Street, 40-032 Katowice, Poland; (K.H.); (M.R.-J.); (E.K.); (R.H.)
| | - Ewa Kurczynska
- Institute of Biology, Biotechnology and Environmental Protection, Faculty of Natural Sciences, University of Silesia in Katowice, 28 Jagiellonska Street, 40-032 Katowice, Poland; (K.H.); (M.R.-J.); (E.K.); (R.H.)
| | - Candida Nibau
- National Plant Phenomics Centre, IBERS, Aberystwyth University, Aberystwyth SY23 3EE, UK; (C.N.); (J.H.D.)
| | - John H. Doonan
- National Plant Phenomics Centre, IBERS, Aberystwyth University, Aberystwyth SY23 3EE, UK; (C.N.); (J.H.D.)
| | - Robert Hasterok
- Institute of Biology, Biotechnology and Environmental Protection, Faculty of Natural Sciences, University of Silesia in Katowice, 28 Jagiellonska Street, 40-032 Katowice, Poland; (K.H.); (M.R.-J.); (E.K.); (R.H.)
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Yu G, Wang J, Miao L, Xi M, Wang Q, Wang K. Optimization of Mature Embryo-Based Tissue Culture and Agrobacterium-Mediated Transformation in Model Grass Brachypodium distachyon. Int J Mol Sci 2019; 20:E5448. [PMID: 31683725 DOI: 10.3390/ijms20215448] [Citation(s) in RCA: 4] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [What about the content of this article? (0)] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/03/2019] [Revised: 10/22/2019] [Accepted: 10/23/2019] [Indexed: 01/01/2023] Open
Abstract
Agrobacterium-mediated genetic transformation is well established in the model grass Brachypodium distachyon. However, most protocols employ immature embryos because of their better regenerative capacity. A major problem associated with the immature embryo system is that they are available only during a limited time window of growing plants. In this study, we have developed an optimized Agrobacterium-mediated genetic transformation protocol that utilizes mature embryos. We have adopted seed shearing and photoautotrophic rooting (PR) in callus induction and root regeneration, respectively, with evident significant improvement in these aspects. We have also revealed that the newly developed chemical inducer Fipexide (FPX) had the ability to induce callus, shoots, and roots. By comparison, we have demonstrated that FPX shows higher efficiency in shoot generation than other frequently used chemicals in our mature embryo-based system. In addition, we demonstrated that the age of embryogenetic callus severely affects the transformation efficiency (TE), with the seven-week-old embryogenetic callus having the highest TE reaching 52.6%, which is comparable with that in immature embryo transformation. The new methodologies reported here will advance the development and utilization of Brachypodium as a new model system for grass genomics.
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Sogutmaz Ozdemir B, Budak H. Application of Tissue Culture and Transformation Techniques in Model Species Brachypodium distachyon. Methods Mol Biol 2018; 1667:289-310. [PMID: 29039016 DOI: 10.1007/978-1-4939-7278-4_18] [Citation(s) in RCA: 8] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [What about the content of this article? (0)] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 02/05/2023]
Abstract
Brachypodium distachyon has recently emerged as a model plant species for the grass family (Poaceae) that includes major cereal crops and forage grasses. One of the important traits of a model species is its capacity to be transformed and ease of growing both in tissue culture and in greenhouse conditions. Hence, plant transformation technology is crucial for improvements in agricultural studies, both for the study of new genes and in the production of new transgenic plant species. In this chapter, we review an efficient tissue culture and two different transformation systems for Brachypodium using most commonly preferred gene transfer techniques in plant species, microprojectile bombardment method (biolistics) and Agrobacterium-mediated transformation.In plant transformation studies, frequently used explant materials are immature embryos due to their higher transformation efficiencies and regeneration capacity. However, mature embryos are available throughout the year in contrast to immature embryos. We explain a tissue culture protocol for Brachypodium using mature embryos with the selected inbred lines from our collection. Embryogenic calluses obtained from mature embryos are used to transform Brachypodium with both plant transformation techniques that are revised according to previously studied protocols applied in the grasses, such as applying vacuum infiltration, different wounding effects, modification in inoculation and cocultivation steps or optimization of bombardment parameters.
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Mamedes-Rodrigues TC, Batista DS, Vieira NM, Matos EM, Fernandes D, Nunes-Nesi A, Cruz CD, Viccini LF, Nogueira FTS, Otoni WC. Regenerative potential, metabolic profile, and genetic stability of Brachypodium distachyon embryogenic calli as affected by successive subcultures. Protoplasma 2018; 255:655-667. [PMID: 29080994 DOI: 10.1007/s00709-017-1177-x] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 09/09/2017] [Accepted: 10/17/2017] [Indexed: 06/07/2023]
Abstract
Brachypodium distachyon, a model species for forage grasses and cereal crops, has been used in studies seeking improved biomass production and increased crop yield for biofuel production purposes. Somatic embryogenesis (SE) is the morphogenetic pathway that supports in vitro regeneration of such species. However, there are gaps in terms of studies on the metabolic profile and genetic stability along successive subcultures. The physiological variables and the metabolic profile of embryogenic callus (EC) and embryogenic structures (ES) from successive subcultures (30, 60, 90, 120, 150, 180, 210, 240, and 360-day-old subcultures) were analyzed. Canonical discriminant analysis separated EC into three groups: 60, 90, and 120 to 240 days. EC with 60 and 90 days showed the highest regenerative potential. EC grown for 90 days and submitted to SE induction in 2 mg L-1 of kinetin-supplemented medium was the highest ES producer. The metabolite profiles of non-embryogenic callus (NEC), EC, and ES submitted to principal component analysis (PCA) separated into two groups: 30 to 240- and 360-day-old calli. The most abundant metabolites for these groups were malonic acid, tryptophan, asparagine, and erythrose. PCA of ES also separated ages into groups and ranked 60- and 90-day-old calli as the best for use due to their high levels of various metabolites. The key metabolites that distinguished the ES groups were galactinol, oxaloacetate, tryptophan, and valine. In addition, significant secondary metabolites (e.g., caffeoylquinic, cinnamic, and ferulic acids) were important in the EC phase. Ferulic, cinnamic, and phenylacetic acids marked the decreases in the regenerative capacity of ES in B. distachyon. Decreased accumulations of the amino acids aspartic acid, asparagine, tryptophan, and glycine characterized NEC, suggesting that these metabolites are indispensable for the embryogenic competence in B. distachyon. The genetic stability of the regenerated plants was evaluated by flow cytometry, showing that ploidy instability in regenerated plants from B. distachyon calli is not correlated with callus age. Taken together, our data indicated that the loss of regenerative capacity in B. distachyon EC occurs after 120 days of subcultures, demonstrating that the use of EC can be extended to 90 days.
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Affiliation(s)
- T C Mamedes-Rodrigues
- Laboratório de Cultura de Tecidos/BIOAGRO, Departamento de Biologia Vegetal, Universidade Federal de Viçosa, Campus Universitário, Avenida Peter Henry Rolfs s/n, Viçosa, MG, 36570-900, Brazil
| | - D S Batista
- Laboratório de Cultura de Tecidos/BIOAGRO, Departamento de Biologia Vegetal, Universidade Federal de Viçosa, Campus Universitário, Avenida Peter Henry Rolfs s/n, Viçosa, MG, 36570-900, Brazil
| | - N M Vieira
- Departamento de Microbiologia/Núcleo de Análises de Biomoléculas-NUBIOMOL, Universidade Federal de Viçosa, Av. P.H. Rolfs, s/n, Viçosa, MG, 36570-900, Brazil
| | - E M Matos
- Laboratório de Cultura de Tecidos/BIOAGRO, Departamento de Biologia Vegetal, Universidade Federal de Viçosa, Campus Universitário, Avenida Peter Henry Rolfs s/n, Viçosa, MG, 36570-900, Brazil
| | - D Fernandes
- Laboratório de Cultura de Tecidos/BIOAGRO, Departamento de Biologia Vegetal, Universidade Federal de Viçosa, Campus Universitário, Avenida Peter Henry Rolfs s/n, Viçosa, MG, 36570-900, Brazil
| | - A Nunes-Nesi
- Departamento de Biologia Vegetal, Universidade Federal de Viçosa, Av. P.H. Rolfs, s/n, Viçosa, MG, 36570-900, Brazil
| | - C D Cruz
- Laboratório de Bioinformática/BIOAGRO, Departamento de Biologia Geral, Universidade Federal de Viçosa, Av. P.H. Rolfs, s/n, Viçosa, MG, 35670-900, Brazil
| | - L F Viccini
- Laboratório de Genética e Biotecnologia, Departamento de Ciências Biológicas, Universidade Federal de Juiz de Fora, Rua José Lourenço Kelmer, s/n, Martelos, Juiz de Fora, MG, 36036-330, Brazil
| | - F T S Nogueira
- Laboratório de Genética Molecular do Desenvolvimento Vegetal (LGMDV), Universidade de São Paulo / ESALQ, Av. Pádua Dias, Piracicaba, SP, 13418-900, Brazil
| | - W C Otoni
- Laboratório de Cultura de Tecidos/BIOAGRO, Departamento de Biologia Vegetal, Universidade Federal de Viçosa, Campus Universitário, Avenida Peter Henry Rolfs s/n, Viçosa, MG, 36570-900, Brazil.
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