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Bioengineering and Molecular Biology of Miscanthus. ENERGIES 2022. [DOI: 10.3390/en15144941] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 02/01/2023]
Abstract
Miscanthus is a perennial wild plant that is vital for the production of paper and roofing, as well as horticulture and the development of new high-yielding crops in temperate climates. Chromosome-level assembly of the ancient tetraploid genome of miscanthus chromosomes is reported to provide resources that can link its chromosomes to related diploid sorghum and complex polyploid sugarcane. Analysis of Miscanthus sinensis and Miscanthus sacchariflorus showed intense mixing and interspecific hybridization and documented the origin of a high-yielding triploid bioenergetic plant, Miscanthus × giganteus. The Miscanthus genome expands comparative genomics functions to better understand the main abilities of Andropogoneae herbs. Miscanthus × giganteus is widely regarded as a promising lignocellulosic biomass crop due to its high-biomass yield, which does not emit toxic compounds into the environment, and ability to grow in depleted lands. The high production cost of lignocellulosic bioethanol limits its commercialization. The main components that inhibit the enzymatic reactions of fermentation and saccharification are lignin in the cell wall and its by-products released during the pre-treatment stage. One approach to overcoming this barrier could be to genetically modify the genes involved in lignin biosynthesis, manipulating the lignin content and composition of miscanthus.
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Mitros T, Session AM, James BT, Wu GA, Belaffif MB, Clark LV, Shu S, Dong H, Barling A, Holmes JR, Mattick JE, Bredeson JV, Liu S, Farrar K, Głowacka K, Jeżowski S, Barry K, Chae WB, Juvik JA, Gifford J, Oladeinde A, Yamada T, Grimwood J, Putnam NH, De Vega J, Barth S, Klaas M, Hodkinson T, Li L, Jin X, Peng J, Yu CY, Heo K, Yoo JH, Ghimire BK, Donnison IS, Schmutz J, Hudson ME, Sacks EJ, Moose SP, Swaminathan K, Rokhsar DS. Genome biology of the paleotetraploid perennial biomass crop Miscanthus. Nat Commun 2020; 11:5442. [PMID: 33116128 PMCID: PMC7595124 DOI: 10.1038/s41467-020-18923-6] [Citation(s) in RCA: 36] [Impact Index Per Article: 9.0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/17/2019] [Accepted: 08/19/2020] [Indexed: 02/05/2023] Open
Abstract
Miscanthus is a perennial wild grass that is of global importance for paper production, roofing, horticultural plantings, and an emerging highly productive temperate biomass crop. We report a chromosome-scale assembly of the paleotetraploid M. sinensis genome, providing a resource for Miscanthus that links its chromosomes to the related diploid Sorghum and complex polyploid sugarcanes. The asymmetric distribution of transposons across the two homoeologous subgenomes proves Miscanthus paleo-allotetraploidy and identifies several balanced reciprocal homoeologous exchanges. Analysis of M. sinensis and M. sacchariflorus populations demonstrates extensive interspecific admixture and hybridization, and documents the origin of the highly productive triploid bioenergy crop M. × giganteus. Transcriptional profiling of leaves, stem, and rhizomes over growing seasons provides insight into rhizome development and nutrient recycling, processes critical for sustainable biomass accumulation in a perennial temperate grass. The Miscanthus genome expands the power of comparative genomics to understand traits of importance to Andropogoneae grasses. The perennial grass Miscanthus is a promising biomass crop. Here, via genomics and transcriptomics, the authors reveal its allotetraploid origin, characterize gene expression associated with rhizome development and nutrient recycling, and describe the hybrid origin of the triploid M. x giganteus.
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Affiliation(s)
- Therese Mitros
- Department of Molecular and Cell Biology, University of California, Berkeley, CA, 94720, USA.,DOE Center for Advanced Bioenergy and Bioproducts Innovation (CABBI), University of Illinois, Urbana-Champaign, IL, 61801, USA
| | - Adam M Session
- Department of Molecular and Cell Biology, University of California, Berkeley, CA, 94720, USA.,U.S. Department of Energy Joint Genome Institute, Berkeley, CA, 94720, USA
| | - Brandon T James
- DOE Center for Advanced Bioenergy and Bioproducts Innovation (CABBI), University of Illinois, Urbana-Champaign, IL, 61801, USA.,HudsonAlpha Biotechnology Institute, 601 Genome Way Northwest, Huntsville, AL, 35806, USA
| | - Guohong Albert Wu
- U.S. Department of Energy Joint Genome Institute, Berkeley, CA, 94720, USA
| | - Mohammad B Belaffif
- DOE Center for Advanced Bioenergy and Bioproducts Innovation (CABBI), University of Illinois, Urbana-Champaign, IL, 61801, USA.,HudsonAlpha Biotechnology Institute, 601 Genome Way Northwest, Huntsville, AL, 35806, USA
| | - Lindsay V Clark
- Department of Crop Sciences, University of Illinois, 1102S Goodwin Ave, Urbana, IL, 61801, USA.,High Performance Biological Computing, Roy J. Carver Biotechnology Center, University of Illinois, 206 West Gregory Drive, Urbana, IL, 61801, USA
| | - Shengqiang Shu
- U.S. Department of Energy Joint Genome Institute, Berkeley, CA, 94720, USA
| | - Hongxu Dong
- Department of Crop Sciences, University of Illinois, 1102S Goodwin Ave, Urbana, IL, 61801, USA
| | - Adam Barling
- Department of Crop Sciences, University of Illinois, 1102S Goodwin Ave, Urbana, IL, 61801, USA
| | - Jessica R Holmes
- Department of Crop Sciences, University of Illinois, 1102S Goodwin Ave, Urbana, IL, 61801, USA.,High Performance Biological Computing, Roy J. Carver Biotechnology Center, University of Illinois, 206 West Gregory Drive, Urbana, IL, 61801, USA
| | - Jessica E Mattick
- Department of Crop Sciences, University of Illinois, 1102S Goodwin Ave, Urbana, IL, 61801, USA.,Department of Microbiology and Immunology, Stritch School of Medicine, Loyola University Chicago, Maywood, IL, 60153, USA
| | - Jessen V Bredeson
- Department of Molecular and Cell Biology, University of California, Berkeley, CA, 94720, USA
| | - Siyao Liu
- Department of Crop Sciences, University of Illinois, 1102S Goodwin Ave, Urbana, IL, 61801, USA.,Department of Genetics, Curriculum of Bioinformatics and Computational Biology, University of North Carolina, Chapel Hill, NC, 27514, USA
| | - Kerrie Farrar
- Institute of Biological, Environmental AND Rural Sciences (IBERS), Aberystwyth University, Gogerddan, Aberystwyth, Ceredigion, SY23 3EE, UK
| | - Katarzyna Głowacka
- Institute of Plant Genetics, Polish Academy of Sciences, 60-479, Poznań, Poland.,Department of Biochemistry, University of Nebraska-Lincoln, Lincoln, NE, 68588, USA
| | - Stanisław Jeżowski
- Institute of Plant Genetics, Polish Academy of Sciences, 60-479, Poznań, Poland
| | - Kerrie Barry
- U.S. Department of Energy Joint Genome Institute, Berkeley, CA, 94720, USA
| | - Won Byoung Chae
- Department of Crop Sciences, University of Illinois, 1102S Goodwin Ave, Urbana, IL, 61801, USA.,Department of Environmental Horticulture, Dankook University, Cheonan, 31116, Republic of Korea
| | - John A Juvik
- Department of Crop Sciences, University of Illinois, 1102S Goodwin Ave, Urbana, IL, 61801, USA
| | - Justin Gifford
- Department of Crop Sciences, University of Illinois, 1102S Goodwin Ave, Urbana, IL, 61801, USA
| | - Adebosola Oladeinde
- Department of Crop Sciences, University of Illinois, 1102S Goodwin Ave, Urbana, IL, 61801, USA
| | - Toshihiko Yamada
- Field Science Center for Northern Biosphere, 10-chōme-3 Kita 11 Jōnishi, Kita-ku, Sapporo, Hokkaido, 060-0811, Japan
| | - Jane Grimwood
- U.S. Department of Energy Joint Genome Institute, Berkeley, CA, 94720, USA.,HudsonAlpha Biotechnology Institute, 601 Genome Way Northwest, Huntsville, AL, 35806, USA
| | - Nicholas H Putnam
- Dovetail Genomics, 100 Enterprise Way, Scotts Valley, CA, 95066, USA
| | - Jose De Vega
- Earlham Institute, Norwich Research Park Innovation Centre, Norwich, NR4 7UZ, UK
| | - Susanne Barth
- Teagasc, Crops, Environment and Land Use Programme, Oak Park Research Centre, Carlow, R93XE12, Ireland
| | - Manfred Klaas
- Teagasc, Crops, Environment and Land Use Programme, Oak Park Research Centre, Carlow, R93XE12, Ireland
| | - Trevor Hodkinson
- Botany, School of Natural Sciences, Trinity College Dublin, The University of Dublin, D2, Dublin, Ireland
| | - Laigeng Li
- Institute of Plant Physiology and Ecology, Chinese Academy of Sciences, 300 Fenglin Rd, Shanghai, 200032, China
| | - Xiaoli Jin
- Department of Agronomy, Zhejiang University, Hangzhou, 310058, China
| | - Junhua Peng
- HuaZhi Rice Biotech Company, Changsha, 410125, Hunan, China
| | - Chang Yeon Yu
- Department of Applied Plant Sciences, Kangwon National University, Chuncheon, Gangwon, 200-701, Republic of Korea
| | - Kweon Heo
- Department of Applied Plant Sciences, Kangwon National University, Chuncheon, Gangwon, 200-701, Republic of Korea
| | - Ji Hye Yoo
- Department of Applied Plant Sciences, Kangwon National University, Chuncheon, Gangwon, 200-701, Republic of Korea
| | - Bimal Kumar Ghimire
- Department of Applied Bioscience, Konkuk University, Seoul, 05029, Republic of Korea
| | - Iain S Donnison
- Institute of Biological, Environmental AND Rural Sciences (IBERS), Aberystwyth University, Gogerddan, Aberystwyth, Ceredigion, SY23 3EE, UK
| | - Jeremy Schmutz
- U.S. Department of Energy Joint Genome Institute, Berkeley, CA, 94720, USA.,HudsonAlpha Biotechnology Institute, 601 Genome Way Northwest, Huntsville, AL, 35806, USA
| | - Matthew E Hudson
- DOE Center for Advanced Bioenergy and Bioproducts Innovation (CABBI), University of Illinois, Urbana-Champaign, IL, 61801, USA.,Department of Crop Sciences, University of Illinois, 1102S Goodwin Ave, Urbana, IL, 61801, USA.,Carl R. Woese Institute for Genomic Biology, University of Illinois, 1206 West Gregory Drive, Urbana, IL, 61801, USA
| | - Erik J Sacks
- DOE Center for Advanced Bioenergy and Bioproducts Innovation (CABBI), University of Illinois, Urbana-Champaign, IL, 61801, USA.,Department of Crop Sciences, University of Illinois, 1102S Goodwin Ave, Urbana, IL, 61801, USA.,Carl R. Woese Institute for Genomic Biology, University of Illinois, 1206 West Gregory Drive, Urbana, IL, 61801, USA
| | - Stephen P Moose
- DOE Center for Advanced Bioenergy and Bioproducts Innovation (CABBI), University of Illinois, Urbana-Champaign, IL, 61801, USA.,Department of Crop Sciences, University of Illinois, 1102S Goodwin Ave, Urbana, IL, 61801, USA.,Carl R. Woese Institute for Genomic Biology, University of Illinois, 1206 West Gregory Drive, Urbana, IL, 61801, USA
| | - Kankshita Swaminathan
- DOE Center for Advanced Bioenergy and Bioproducts Innovation (CABBI), University of Illinois, Urbana-Champaign, IL, 61801, USA. .,HudsonAlpha Biotechnology Institute, 601 Genome Way Northwest, Huntsville, AL, 35806, USA.
| | - Daniel S Rokhsar
- Department of Molecular and Cell Biology, University of California, Berkeley, CA, 94720, USA. .,DOE Center for Advanced Bioenergy and Bioproducts Innovation (CABBI), University of Illinois, Urbana-Champaign, IL, 61801, USA. .,U.S. Department of Energy Joint Genome Institute, Berkeley, CA, 94720, USA. .,Okinawa Institute of Science and Technology Graduate University, Onna, Okinawa, 9040495, Japan. .,Chan-Zuckerberg BioHub, 499 Illinois St, San Francisco, CA, 94158, USA.
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Clark LV, Jin X, Petersen KK, Anzoua KG, Bagmet L, Chebukin P, Deuter M, Dzyubenko E, Dzyubenko N, Heo K, Johnson DA, Jørgensen U, Kjeldsen JB, Nagano H, Peng J, Sabitov A, Yamada T, Yoo JH, Yu CY, Long SP, Sacks EJ. Population structure of Miscanthus sacchariflorus reveals two major polyploidization events, tetraploid-mediated unidirectional introgression from diploid M. sinensis, and diversity centred around the Yellow Sea. ANNALS OF BOTANY 2019; 124:731-748. [PMID: 30247525 PMCID: PMC6821896 DOI: 10.1093/aob/mcy161] [Citation(s) in RCA: 12] [Impact Index Per Article: 2.4] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 04/09/2018] [Accepted: 08/08/2018] [Indexed: 05/22/2023]
Abstract
BACKGROUND AND AIMS Miscanthus, a C4 perennial grass native to East Asia, is a promising biomass crop. Miscanthus sacchariflorus has a broad geographic range, is used to produce paper in China and is one of the parents (along with Miscanthus sinensis) of the important biomass species Miscanthus × giganteus. The largest study of M. sacchariflorus population genetics to date is reported here. METHODS Collections included 764 individuals across East Asia. Samples were genotyped with 34 605 single nucleotide polymorphisms (SNPs) derived from restriction site-associated DNA sequencing (RAD-seq) and ten plastid microsatellites, and were subjected to ploidy analysis by flow cytometry. KEY RESULTS Six major genetic groups within M. sacchariflorus were identified using SNP data: three diploid groups, comprising Yangtze (M. sacchariflorus ssp. lutarioriparius), N China and Korea/NE China/Russia; and three tetraploid groups, comprising N China/Korea/Russia, S Japan and N Japan. Miscanthus sacchariflorus ssp. lutarioriparius was derived from the N China group, with a substantial bottleneck. Japanese and mainland tetraploids originated from independent polyploidization events. Hybrids between diploid M. sacchariflorus and M. sinensis were identified in Korea, but without introgression into either parent species. In contrast, tetraploid M. sacchariflorus in southern Japan and Korea exhibited substantial hybridization and introgression with local diploid M. sinensis. CONCLUSIONS Genetic data indicated that the land now under the Yellow Sea was a centre of diversity for M. sacchariflorus during the last glacial maximum, followed by a series of migrations as the climate became warmer and wetter. Overall, M. sacchariflorus has greater genetic diversity than M. sinensis, suggesting that breeding and selection within M. sacchariflorus will be important for the development of improved M. × giganteus. Ornamental M. sacchariflorus genotypes in Europe and North America represent a very narrow portion of the species' genetic diversity, and thus do not well represent the species as a whole.
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Affiliation(s)
- Lindsay V Clark
- Department of Crop Sciences, University of Illinois at Urbana-Champaign, Urbana, IL, USA
| | - Xiaoli Jin
- Agronomy Department, Key Laboratory of Crop Germplasm Research of Zhejiang Province, Zhejiang University, Hangzhou, China
| | | | - Kossanou G Anzoua
- Field Science Center for Northern Biosphere, Hokkaido University, Sapporo, Hokkaido, Japan
| | - Larissa Bagmet
- Vavilov All-Russian Institute of Plant Genetic Resources, Russia
| | - Pavel Chebukin
- Vavilov All-Russian Institute of Plant Genetic Resources, Russia
| | - Martin Deuter
- TINPLANT Biotechnik und Pflanzenvermehrung GmbH, Klein Wanzleben, Germany
- Present address: Rosmarienbergstrasse 3A, D-39164 Wanzleben-Börde, Germany
| | - Elena Dzyubenko
- Vavilov All-Russian Institute of Plant Genetic Resources, Russia
| | | | - Kweon Heo
- Kangwon National University, Chuncheon, Gangwon, South Korea
| | - Douglas A Johnson
- USDA-ARS Forage and Range Research Lab, Utah State University, Logan, UT, USA
- Present address: 1229 N. 1800 E., Logan, UT 84341, USA
| | - Uffe Jørgensen
- Department of Agroecology, Aarhus University, Tjele, Denmark
| | | | - Hironori Nagano
- Field Science Center for Northern Biosphere, Hokkaido University, Sapporo, Hokkaido, Japan
| | - Junhua Peng
- Life Science and Technology Center, China National Seed Group Co. Ltd, Wuhan, Hubei, China
| | - Andrey Sabitov
- Vavilov All-Russian Institute of Plant Genetic Resources, Russia
| | - Toshihiko Yamada
- Field Science Center for Northern Biosphere, Hokkaido University, Sapporo, Hokkaido, Japan
| | - Ji Hye Yoo
- Kangwon National University, Chuncheon, Gangwon, South Korea
| | - Chang Yeon Yu
- Kangwon National University, Chuncheon, Gangwon, South Korea
| | - Stephen P Long
- Department of Crop Sciences, University of Illinois at Urbana-Champaign, Urbana, IL, USA
| | - Erik J Sacks
- Department of Crop Sciences, University of Illinois at Urbana-Champaign, Urbana, IL, USA
- For correspondence. E-mail
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Ito M, Hori T, Teranishi S, Nagao M, Hibino T. Intermediate-temperature electrolysis of energy grass Miscanthus sinensis for sustainable hydrogen production. Sci Rep 2018; 8:16186. [PMID: 30385863 PMCID: PMC6212540 DOI: 10.1038/s41598-018-34544-y] [Citation(s) in RCA: 15] [Impact Index Per Article: 2.5] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/08/2018] [Accepted: 10/19/2018] [Indexed: 12/20/2022] Open
Abstract
Biohydrogen produced from the electrolysis of biomass is promising because the onset voltages are less than 1.0 V and comparable to those of water and alcohol-water electrolysis. The present study focuses on Miscanthus sinensis as a model grass because of its abundance and ease of cultivation in Japan. The electrochemical performance and hydrogen formation properties of electrolysis cells using grass as a biohydrogen source were evaluated at intermediate temperature to achieve electrolysis. The components, such as holocellulose, cellulose, lignin, and extractives, were separated from Miscanthus sinensis to understand the reactions of Miscanthus sinensis in the electrolysis cell. The relatively high resistivity and low current-voltage performance of an electrolysis cell using lignin were responsible for degradation of the electrolysis properties compared to those with pure cellulose or holocellulose as biohydrogen resources. Biohydrogen was formed according to Faraday’s law and evolved continuously at 0.1 A cm−2 for 3,000 seconds.
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Affiliation(s)
- Masaya Ito
- Graduate School of Environmental Studies, Nagoya University, Nagoya, 464-8601, Japan
| | | | | | - Masahiro Nagao
- Graduate School of Environmental Studies, Nagoya University, Nagoya, 464-8601, Japan.
| | - Takashi Hibino
- Graduate School of Environmental Studies, Nagoya University, Nagoya, 464-8601, Japan
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Dorogina OV, Vasilyeva OY, Nuzhdina NS, Buglova LV, Gismatulina YA, Zhmud EV, Zueva GA, Kominа OV, Tsybchenko ЕA. Resource potential of some species of the genus Miscanthus Anderss. under conditions of continental climate of West Siberian forest-steppe. Vavilovskii Zhurnal Genet Selektsii 2018. [DOI: 10.18699/vj18.394] [Citation(s) in RCA: 14] [Impact Index Per Article: 2.3] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/19/2022] Open
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Enriching Genomic Resources and Transcriptional Profile Analysis of Miscanthus sinensis under Drought Stress Based on RNA Sequencing. Int J Genomics 2017; 2017:9184731. [PMID: 29318138 PMCID: PMC5727683 DOI: 10.1155/2017/9184731] [Citation(s) in RCA: 5] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/07/2017] [Accepted: 10/18/2017] [Indexed: 11/23/2022] Open
Abstract
Miscanthus × giganteus is wildly cultivated as a potential biofuel feedstock around the world; however, the narrow genetic basis and sterile characteristics have become a limitation for its utilization. As a progenitor of M. × giganteus, M. sinensis is widely distributed around East Asia providing well abiotic stress tolerance. To enrich the M. sinensis genomic databases and resources, we sequenced and annotated the transcriptome of M. sinensis by using an Illumina HiSeq 2000 platform. Approximately 316 million high-quality trimmed reads were generated from 349 million raw reads, and a total of 114,747 unigenes were obtained after de novo assembly. Furthermore, 95,897 (83.57%) unigenes were annotated to at least one database including NR, Swiss-Prot, KEGG, COG, GO, and NT, supporting that the sequences obtained were annotated properly. Differentially expressed gene analysis indicates that drought stress 15 days could be a critical period for M. sinensis response to drought stress. The high-throughput transcriptome sequencing of M. sinensis under drought stress has greatly enriched the current genomic available resources. The comparison of DEGs under different periods of drought stress identified a wealth of candidate genes involved in drought tolerance regulatory networks, which will facilitate further genetic improvement and molecular studies of the M. sinensis.
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Yan J, Song Z, Xu Q, Kang L, Zhu C, Xing S, Liu W, Greimler J, Züst T, Li J, Sang T. Population transcriptomic characterization of the genetic and expression variation of a candidate progenitor of Miscanthus energy crops. Mol Ecol 2017; 26:5911-5922. [PMID: 28833782 DOI: 10.1111/mec.14338] [Citation(s) in RCA: 11] [Impact Index Per Article: 1.6] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/09/2015] [Revised: 08/10/2017] [Accepted: 08/14/2017] [Indexed: 12/11/2022]
Abstract
The use of transcriptome data in the study of the population genetics of a species can capture faint signals of both genetic variation and expression variation and can provide a broad picture of a species' genomic response to environmental conditions. In this study, we characterized the genetic and expression diversity of Miscanthus lutarioriparius by comparing more than 16,225 transcripts obtained from 78 individuals, belonging to 10 populations distributed across the species' entire geographic range. We only observed a low level of nucleotide diversity (π = 0.000434) among the transcriptome data of these populations, which is consistent with highly conserved sequences of functional elements and protein-coding genes captured with this method. Tests of population divergence using the transcriptome data were consistent with previous microsatellite data but proved to be more sensitive, particularly if gene expression variation was considered as well. For example, the analysis of expression data showed that genes involved in photosynthetic processes and responses to temperature or reactive oxygen species stimuli were significantly enriched in certain populations. This differential gene expression was primarily observed among populations and not within populations. Interestingly, nucleotide diversity was significantly negatively correlated with expression diversity within populations, while this correlation was positive among populations. This suggests that genetic and expression variation play separate roles in adaptation and population persistence. Combining analyses of genetic and gene expression variation represents a promising approach for studying the population genetics of wild species and may uncover both adaptive and nonadaptive processes.
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Affiliation(s)
- Juan Yan
- Key Laboratory of Plant Germplasm Enhancement and Specialty Agriculture, Wuhan Botanical Garden, Chinese Academy of Sciences, Wuhan, China
| | - Zhihong Song
- Key Laboratory of Plant Resources and Beijing Botanical Garden, Institute of Botany, Chinese Academy of Sciences, Beijing, China.,University of Chinese Academy of Sciences, Beijing, China
| | - Qin Xu
- Key Laboratory of Plant Resources and Beijing Botanical Garden, Institute of Botany, Chinese Academy of Sciences, Beijing, China
| | - Lifang Kang
- Key Laboratory of Plant Resources and Beijing Botanical Garden, Institute of Botany, Chinese Academy of Sciences, Beijing, China
| | - Caiyun Zhu
- University of Chinese Academy of Sciences, Beijing, China.,State Key Laboratory of Systematic and Evolutionary Botany, Institute of Botany, Chinese Academy of Sciences, Beijing, China
| | - Shilai Xing
- University of Chinese Academy of Sciences, Beijing, China.,State Key Laboratory of Systematic and Evolutionary Botany, Institute of Botany, Chinese Academy of Sciences, Beijing, China
| | - Wei Liu
- Key Laboratory of Plant Resources and Beijing Botanical Garden, Institute of Botany, Chinese Academy of Sciences, Beijing, China
| | - Josef Greimler
- Department of Botany and Biodiversity Research, University of Vienna, Vienna, Austria
| | - Tobias Züst
- Institute of Plant Sciences, University of Bern, Bern, Switzerland
| | - Jianqiang Li
- Key Laboratory of Plant Germplasm Enhancement and Specialty Agriculture, Wuhan Botanical Garden, Chinese Academy of Sciences, Wuhan, China
| | - Tao Sang
- Key Laboratory of Plant Resources and Beijing Botanical Garden, Institute of Botany, Chinese Academy of Sciences, Beijing, China.,State Key Laboratory of Systematic and Evolutionary Botany, Institute of Botany, Chinese Academy of Sciences, Beijing, China
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Ning H, Yu J, Gong X. Bidirectional natural hybridization between sympatric Ligularia vellerea and L. subspicata. PLANT DIVERSITY 2017; 39:214-220. [PMID: 30159514 PMCID: PMC6112292 DOI: 10.1016/j.pld.2017.07.001] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Subscribe] [Scholar Register] [Received: 01/08/2017] [Revised: 07/05/2017] [Accepted: 07/12/2017] [Indexed: 05/14/2023]
Abstract
Natural hybridization has been regarded as a crucial pathway of speciation and provides the raw materials for the evolution of biodiversity. The interspecific natural hybridization of the genus Ligularia Cass. is universal and has been considered to be an important factor driving the high diversity of Ligularia species in the Hengduan Mountains, China. Although the natural hybridization between L. vellerea and L. subspicata was reported previously, the direction of hybridization was uncertain due to the limitation of sampling. Thus, in this study, we sampled more individuals and increased two fragments of chloroplast DNA on the basis of the previous study to further verify the natural hybridization between L. vellerea and L. subspicata and confirm the direction of hybridization. Based on DNA sequences (atpB-rbcL, trnL-rpl32, trnQ-5'rps16, and nuclear ribosomal internal transcribed spacer region) data, we concluded that putative hybrids were primary products of hybridization between L. vellerea and L. subspicata and the hybridization was bidirectional. Moreover, sympatric L. tongolensis was not apparently involved in the hybridization. Surprisingly, some pure L. subspicata individuals showed the disaccordance between morphology and DNA data, which might indicate that introgression occurs between L. vellerea and L. subspicata.
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Affiliation(s)
- Huai Ning
- Key Laboratory for Plant Diversity and Biogeography of East Asia, Kunming Institute of Botany, Chinese Academy of Sciences, Kunming, 650201, China
- University of Chinese Academy of Sciences, Beijing, 100049, China
| | - Jiaojun Yu
- Key Laboratory for Plant Diversity and Biogeography of East Asia, Kunming Institute of Botany, Chinese Academy of Sciences, Kunming, 650201, China
| | - Xun Gong
- Key Laboratory for Plant Diversity and Biogeography of East Asia, Kunming Institute of Botany, Chinese Academy of Sciences, Kunming, 650201, China
- Corresponding author. No. 132, Lanhei Road, Panlong District, Kunming City, Yunnan Province, China. Fax: +86 871 65223625.
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Nie G, Tang L, Zhang Y, Huang L, Ma X, Cao X, Pan L, Zhang X, Zhang X. Development of SSR Markers Based on Transcriptome Sequencing and Association Analysis with Drought Tolerance in Perennial Grass Miscanthus from China. FRONTIERS IN PLANT SCIENCE 2017; 8:801. [PMID: 28559912 PMCID: PMC5432562 DOI: 10.3389/fpls.2017.00801] [Citation(s) in RCA: 8] [Impact Index Per Article: 1.1] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Subscribe] [Scholar Register] [Received: 03/05/2017] [Accepted: 04/28/2017] [Indexed: 05/02/2023]
Abstract
Drought has become a critical environmental stress affecting on plant in temperate area. As one of the promising bio-energy crops to sustainable biomass production, the genus Miscanthus has been widely studied around the world. However, the most widely used hybrid cultivar among this genus, Miscanthus × giganteus is proved poor drought tolerance compared to some parental species. Here we mainly focused on Miscanthus sinensis, which is one of the progenitors of M. × giganteus providing a comparable yield and well abiotic stress tolerance in some places. The main objectives were to characterize the physiological and photosynthetic respond to drought stress and to develop simple sequence repeats (SSRs) markers associated with drought tolerance by transcriptome sequencing within an originally collection of 44 Miscanthus genotypes from southwest China. Significant phenotypic differences were observed among genotypes, and the average of leaf relative water content (RWC) were severely affected by drought stress decreasing from 88.27 to 43.21%, which could well contribute to separating the drought resistant and drought sensitive genotype of Miscanthus. Furthermore, a total of 16,566 gene-associated SSRs markers were identified based on Illumina RNA sequencing under drought conditions, and 93 of them were randomly selected to validate. In total, 70 (75.3%) SSRs were successfully amplified and the generated loci from 30 polymorphic SSRs were used to estimate the genetic differentiation and population structure. Finally, two optimum subgroups of the population were determined by structure analysis and based on association analysis, seven significant associations were identified including two markers with leaf RWC and five markers with photosynthetic traits. With the rich sequencing resources annotation, such associations would serve an efficient tool for Miscanthus drought response mechanism study and facilitate genetic improvement of drought resistant for this species.
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Affiliation(s)
| | | | | | | | | | | | | | | | - Xinquan Zhang
- Department of Grassland Science, Animal Science and Technology College, Sichuan Agricultural UniversitySichuan, China
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10
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Development and Testing of Cool-Season Grass Species, Varieties and Hybrids for Biomass Feedstock Production in Western North America. AGRONOMY-BASEL 2017. [DOI: 10.3390/agronomy7010003] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.4] [Reference Citation Analysis] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 11/16/2022]
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11
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Nuclear DNA content in Miscanthus sp. and the geographical variation pattern in Miscanthus lutarioriparius. Sci Rep 2016; 6:34342. [PMID: 27698438 PMCID: PMC5048105 DOI: 10.1038/srep34342] [Citation(s) in RCA: 11] [Impact Index Per Article: 1.4] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/25/2016] [Accepted: 09/05/2016] [Indexed: 11/08/2022] Open
Abstract
The genome sizes of five Miscanthus species, including 79 accessions of M. lutarioriparius, 8 of M. floridulus, 6 of M. sacchariflorus, 7 of M. sinensis, and 4 of M. × giganteus were examined using flow cytometry. The overall average nuclear DNA content were 4.256 ± 0.6 pg/2C in M. lutarioriparius, 5.175 ± 0.3 pg/2C in M. floridulus, 3.956 ± 0.2 pg/2C in M. sacchariflorus, 5.272 ± 0.2 pg/2C in M. sinensis, and 6.932 ± 0.1 pg/2C in M. × giganteus. Interspecific variation was found at the diploid level, suggesting that DNA content might be a parameter that can be used to differentiate the species. Tetraploid populations were found in M. lutarioriparius, M. sacchariflorus, and M. sinensis, and their DNA content were 8.34 ± 1.2, 8.52, and 8.355 pg, respectively. The association between the DNA content of M. lutarioriparius, collected from representative ranges across the Yangtze River, and its geographic distribution was statistically analyzed. A consistent pattern of DNA content variation in 79 M. lutarioriparius accessions across its entire geographic range was found in this study. Along the Yangtze River, the DNA content of M. lutarioriparius tended to increase from the upstream to the downstream areas, and almost all tetraploids gathered in the upstream area extended to coastal regions.
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12
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Friesen PC, Sage RF. Photosynthetic responses to chilling in a chilling-tolerant and chilling-sensitive Miscanthus hybrid. PLANT, CELL & ENVIRONMENT 2016; 39:1420-1431. [PMID: 26714623 DOI: 10.1111/pce.12699] [Citation(s) in RCA: 8] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 06/18/2015] [Revised: 11/13/2015] [Accepted: 12/16/2015] [Indexed: 06/05/2023]
Abstract
Miscanthus is a C4 perennial grass being developed for bioenergy production in temperate regions where chilling events are common. To evaluate chilling effects on Miscanthus, we assessed the processes controlling net CO2 assimilation rate (A) in Miscanthus x giganteus (M161) and a chilling-sensitive Miscanthus hybrid (M115) before and after a chilling treatment of 12/5 °C. The temperature response of A and maximum Rubisco activity in vitro were identical below 20 °C in chilled and unchilled M161, demonstrating Rubisco capacity limits or co-limits A at cooler temperatures. By contrast, A in M115 decreased at all measurement temperatures after growth at 12/5 °C. Rubisco activity in vitro declined in proportion to the reduction in A in chilled M115 plants, indicating Rubisco capacity is responsible in part for the decline in A. Pyruvate orthophosphate dikinase activities were also reduced by the chilling treatment when assayed at 28 °C, indicating this enzyme may also contribute to the reduction in A in M115. The maximum extractable activities of PEPCase and NADP-ME remained largely unchanged after chilling. The carboxylation efficiency of the C4 cycle was depressed in both genotypes to a similar extent after chilling. ΦP :ΦCO2 remained unchanged in both genotypes indicating the C3 and C4 cycles decline equivalently upon chilling.
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Affiliation(s)
- P C Friesen
- Department of Ecology and Evolutionary Biology, University of Toronto, 25 Willcocks Street, Toronto, Ontario, M5S 3B2, Canada
| | - R F Sage
- Department of Ecology and Evolutionary Biology, University of Toronto, 25 Willcocks Street, Toronto, Ontario, M5S 3B2, Canada
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Tungkajiwangkoon S, Shirakawa J, Azumatani M, Hoshi Y. Breeding and Cytogenetic Characterizations of New Hexaploid Drosera Strains Colchicine-Induced from Triploid Hybrid of D. rotundifolia and D. spatulata. CYTOLOGIA 2016. [DOI: 10.1508/cytologia.81.263] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/16/2022]
Affiliation(s)
| | | | | | - Yoshikazu Hoshi
- Department of Plant Science, School of Agriculture, Tokai University
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14
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Nie G, Huang L, Zhang X, Taylor M, Jiang Y, Yu X, Liu X, Wang X, Zhang Y. Marker-Trait Association for Biomass Yield of Potential Bio-fuel Feedstock Miscanthus sinensis from Southwest China. FRONTIERS IN PLANT SCIENCE 2016; 7:802. [PMID: 27375656 PMCID: PMC4894898 DOI: 10.3389/fpls.2016.00802] [Citation(s) in RCA: 4] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Subscribe] [Scholar Register] [Received: 03/10/2016] [Accepted: 05/22/2016] [Indexed: 05/08/2023]
Abstract
As a great potential bio-fuel feedstock, the genus Miscanthus has been widely studied around the world, especially Miscanthus × giganteus owing to its high biomass yield in Europe and North America. However, the narrow genetic basis and sterile characteristics of M. × giganteus have become a limitation for utilization and adaptation to extreme climate conditions. In this study, we focused on one of the progenitors of M. × giganteus, Miscanthus sinensis, which was originally distributed in East Asia with abundant genetic resources and comparable biomass yield potential to M. × giganteus in some areas. A collection of 138 individuals was selected for conducting a 3-year trial of biomass production and analyzed by using 104 pairs of SRAP, ISAP, and SSR primers for genetic diversity as well as marker-trait association. Significant differences in biomass yield and related traits were observed among individuals. Tiller number, fresh biomass yield per plant and dry biomass yield per plant had a high level of phenotypic variation among individuals and the coefficient of variation were all above 40% in 2011, 2012, and 2013. The majority of the traits had a significant correlation with the biomass yield except for the length and width of flag leaves. Plant height was a highly stable trait correlated with biomass yield. A total of 1059 discernible loci were detected by markers across individuals. The population structure (Q) and cluster analyses identified three subpopulations in the collection and family relative kinship (K) represented high gene flow among M. sinensis populations from Southwest China. Model testing identified that Q+K was the best model for describing the associations between the markers and traits, compared to the simple linear, Q or K model. Using the Q+K model, 12 significant associations (P < 0.001) were identified including four markers with plant height and one with biomass yield. Such associations would serve an efficient tool for an early selection of M. sinensis and facilitate a genetic improvement of biomass yield for this species.
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Affiliation(s)
- Gang Nie
- Department of Grassland Science, Animal Science and Technology College, Sichuan Agricultural UniversityChengdu, China
| | - Linkai Huang
- Department of Grassland Science, Animal Science and Technology College, Sichuan Agricultural UniversityChengdu, China
| | - Xinquan Zhang
- Department of Grassland Science, Animal Science and Technology College, Sichuan Agricultural UniversityChengdu, China
- *Correspondence: Xinquan Zhang
| | - Megan Taylor
- Department of Agronomy, Purdue UniversityWest Lafayette, IN, USA
| | - Yiwei Jiang
- Department of Agronomy, Purdue UniversityWest Lafayette, IN, USA
| | - Xiaoqing Yu
- Department of Agronomy, Iowa State UniversityAmes, IA, USA
| | - Xinchun Liu
- Department of Plant Genetics and Breeding, Agricultural College, Sichuan Agricultural UniversityChengdu, China
| | - Xinyu Wang
- Department of Grassland Science, Animal Science and Technology College, Sichuan Agricultural UniversityChengdu, China
| | - Yajie Zhang
- Department of Grassland Science, Animal Science and Technology College, Sichuan Agricultural UniversityChengdu, China
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15
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Etterson JR, Toczydlowski RH, Winkler KJ, Kirschbaum JA, McAulay TS. Solidago altissima differs with respect to ploidy frequency and clinal variation across the prairie-forest biome border in Minnesota. AMERICAN JOURNAL OF BOTANY 2016; 103:22-32. [PMID: 26507110 DOI: 10.3732/ajb.1500146] [Citation(s) in RCA: 4] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 04/02/2015] [Accepted: 06/30/2015] [Indexed: 06/05/2023]
Abstract
PREMISE OF THE STUDY Although our awareness of ploidy diversity has expanded with the application of flow cytometry, we still know little about the extent to which cytotypes within mixed-ploidy populations are genetically differentiated across environmental gradients. METHODS To address this issue, we reared 14 populations of Solidago altissima spanning the prairie-forest ecotone in Minnesota in a common garden with a watering treatment. We assessed ploidy frequencies and measured survival, flowering phenology, and plant architectural traits for 4 years. KEY RESULTS All populations harbored multiple cytotypes; prairie populations were dominated by tetraploids, forest populations by hexaploids. Diploids and polyploids differed significantly for 84% of the traits. Beyond average differences, the slope of trait values covaried with latitude and longitude, but this relationship was stronger for diploids than the other two polyploid cytotypes as indicated by numerous ploidy × latitude and ploidy × longitude interactions. For example, the timing of flowering of the cytotypes overlapped in populations sampled from the northeastern hemiboreal forest but differed significantly between cytotypes sampled from populations in the southwestern prairie. The watering treatments had weak effects, and there were no ploidy differences for phenotypic plasticity. CONCLUSIONS Our data show that diploids have diverged genetically to a greater extent than polyploids along the environmental clines sampled in this study. Moreover, different environments favor phenotypic convergence over divergence among cytotypes for some traits. Differences in ploidy frequency and phenotypic divergence among cytotypes across gradients of temperature and precipitation are important considerations for restoration in an age of climate change.
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Affiliation(s)
- Julie R Etterson
- Department of Biology, University of Minnesota Duluth, 207A Swenson Science Building, Duluth, Minnesota 55812 USA
| | - Rachel H Toczydlowski
- Department of Biology, University of Minnesota Duluth, 207A Swenson Science Building, Duluth, Minnesota 55812 USA
| | - Katharine J Winkler
- Department of Biology, University of Minnesota Duluth, 207A Swenson Science Building, Duluth, Minnesota 55812 USA
| | - Jessica A Kirschbaum
- Department of Biology, University of Minnesota Duluth, 207A Swenson Science Building, Duluth, Minnesota 55812 USA
| | - Tim S McAulay
- Department of Biology, University of Minnesota Duluth, 207A Swenson Science Building, Duluth, Minnesota 55812 USA
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Clark LV, Stewart JR, Nishiwaki A, Toma Y, Kjeldsen JB, Jørgensen U, Zhao H, Peng J, Yoo JH, Heo K, Yu CY, Yamada T, Sacks EJ. Genetic structure of Miscanthus sinensis and Miscanthus sacchariflorus in Japan indicates a gradient of bidirectional but asymmetric introgression. JOURNAL OF EXPERIMENTAL BOTANY 2015; 66:4213-25. [PMID: 25618143 PMCID: PMC4493777 DOI: 10.1093/jxb/eru511] [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] [Indexed: 05/02/2023]
Abstract
Unilateral introgression from diploids to tetraploids has been hypothesized to be an important evolutionary mechanism in plants. However, few examples have been definitively identified, perhaps because data of sufficient depth and breadth were difficult to obtain before the advent of affordable high-density genotyping. Throughout Japan, tetraploid Miscanthus sacchariflorus and diploid Miscanthus sinensis are common, and occasionally hybridize. In this study, 667 M. sinensis and 78 M. sacchariflorus genotypes from Japan were characterized using 20 704 SNPs and ten plastid microsatellites. Similarity of SNP genotypes between diploid and tetraploid M. sacchariflorus indicated that the tetraploids originated through autopolyploidy. Structure analysis indicated a gradient of introgression from diploid M. sinensis into tetraploid M. sacchariflorus throughout Japan; most tetraploids had some M. sinensis DNA. Among phenotypically M. sacchariflorus tetraploids, M. sinensis ancestry averaged 7% and ranged from 1-39%, with introgression greatest in southern Japan. Unexpectedly, rare (~1%) diploid M. sinensis individuals from northern Japan were found with 6-27% M. sacchariflorus ancestry. Population structure of M. sinensis in Japan included three groups, and was driven primarily by distance, and secondarily by geographic barriers such as mountains and straits. Miscanthus speciation is a complex and dynamic process. In contrast to limited introgression between diploid M. sacchariflorus and M. sinensis in northern China, selection for adaptation to a moderate maritime climate probably favoured cross-ploidy introgressants in southern Japan. These results will help guide the selection of Miscanthus accessions for the breeding of biomass cultivars.
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Affiliation(s)
- Lindsay V Clark
- Department of Crop Sciences, University of Illinois, Urbana-Champaign, Urbana, IL 61801, USA
| | - J Ryan Stewart
- Department of Plant and Wildlife Sciences, Brigham Young University, Provo, UT 84602, USA
| | - Aya Nishiwaki
- Field Science Center, Faculty of Agriculture, University of Miyazaki, Miyazaki, Miyazaki 889-2192, Japan
| | - Yo Toma
- Faculty of Agriculture, Ehime University, Matsuyama, Ehime 790-8566, Japan
| | | | - Uffe Jørgensen
- Department of Agroecology, Aarhus University, Tjele DK-8830, Denmark
| | - Hua Zhao
- College of Horticulture and Forestry Science, Huazhong Agricultural University, Wuhan, Hubei 430070, China
| | - Junhua Peng
- Science and Technology Center, China Seed Group Co. Ltd, Wuhan, Hubei 430040, China
| | - Ji Hye Yoo
- Kangwon National University, Chuncheon, Gangwon 200-701, South Korea
| | - Kweon Heo
- Kangwon National University, Chuncheon, Gangwon 200-701, South Korea
| | - Chang Yeon Yu
- Kangwon National University, Chuncheon, Gangwon 200-701, South Korea
| | - Toshihiko Yamada
- Field Science Center for Northern Biosphere, Hokkaido University, Sapporo, Hokkaido 060-0810, Japan
| | - Erik J Sacks
- Department of Crop Sciences, University of Illinois, Urbana-Champaign, Urbana, IL 61801, USA
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Cichorz S, Gośka M, Litwiniec A. Miscanthus: genetic diversity and genotype identification using ISSR and RAPD markers. Mol Biotechnol 2015; 56:911-24. [PMID: 24880640 PMCID: PMC4155165 DOI: 10.1007/s12033-014-9770-0] [Citation(s) in RCA: 12] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/04/2022]
Abstract
Due to the limited number of molecular studies focused on European gene pool investigation, it is necessary to perform plant material recognition. Eighteen accessions of three Miscanthus species, namely, M. × giganteus, M. sinensis, M. sacchariflorus were evaluated with the use of molecular marker systems such as: inter simple sequence repeats (ISSRs), random amplified polymorphic DNA (RAPD), and by estimation of ploidy level based on flow cytometry. As a result, only one ISSR primer (ISSR1) and three RAPD primers (RAPD1, RAPD2, RAPD4) were required to identify all genotypes. Moreover, the use of the above mentioned molecular markers enable the proper species recognition of the interspecific hybrid M. × giganteus “Floridulus,” which has been previously mislabeled as M. floridulus. The highest genetic similarity coefficient (0.94) was observed between M. × giganteus clones, which indicates that the genetic diversity within this species was very low. Whereas M. sinensis genotypes represented a relatively wide diversity with similarity coefficient of 0.58. Cluster analysis using UPGMA grouped the 18 accessions in three clusters according to species affiliation including relabeled M. × giganteus “Floridulus,” which proved to be closely related to M. × giganteus. Similar groupings were evident in the PCoA analysis.
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Affiliation(s)
- Sandra Cichorz
- Research Division in Bydgoszcz, Department of Genetics and Breeding of Root Crops, Plant Breeding and Acclimatization Institute - National Research Institute, Powstańców Wielkopolskich 10, 85-090, Bydgoszcz, Poland,
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18
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Escaped Miscanthus sacchariflorus reduces the richness and diversity of vegetation and the soil seed bank. Biol Invasions 2015. [DOI: 10.1007/s10530-014-0839-2] [Citation(s) in RCA: 8] [Impact Index Per Article: 0.9] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 10/24/2022]
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Estimating the Annual Above-Ground Biomass Production of Various Species on Sites in Sweden on the Basis of Individual Climate and Productivity Values. FORESTS 2014. [DOI: 10.3390/f5102521] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.2] [Reference Citation Analysis] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 11/16/2022]
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Głowacka K, Adhikari S, Peng J, Gifford J, Juvik JA, Long SP, Sacks EJ. Variation in chilling tolerance for photosynthesis and leaf extension growth among genotypes related to the C4 grass Miscanthus ×giganteus. JOURNAL OF EXPERIMENTAL BOTANY 2014; 65:5267-78. [PMID: 25039073 PMCID: PMC4157708 DOI: 10.1093/jxb/eru287] [Citation(s) in RCA: 11] [Impact Index Per Article: 1.1] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 01/17/2014] [Revised: 06/05/2014] [Accepted: 06/06/2014] [Indexed: 05/23/2023]
Abstract
The goal of this study was to identify cold-tolerant genotypes within two species of Miscanthus related to the exceptionally chilling-tolerant C4 biomass crop accession: M. ×giganteus 'Illinois' (Mxg) as well as in other Mxg genotypes. The ratio of leaf elongation at 10 °C/5 °C to that at 25 °C/25 °C was used to identify initially the 13 most promising Miscanthus genotypes out of 51 studied. Net leaf CO2 uptake (A sat) and the maximum operating efficiency of photosystem II (ФPSII) were measured in warm conditions (25 °C/20 °C), and then during and following a chilling treatment of 10 °C/5 °C for 11 d. Accessions of M. sacchariflorus (Msa) showed the smallest decline in leaf elongation on transfer to chilling conditions and did not differ significantly from Mxg, indicating greater chilling tolerance than diploid M. sinensis (Msi). Msa also showed the smallest reductions in A sat and ФPSII, and greater chilling-tolerant photosynthesis than Msi, and three other forms of Mxg, including new triploid accessions and a hexaploid Mxg 'Illinois'. Tetraploid Msa 'PF30153' collected in Gifu Prefecture in Honshu, Japan did not differ significantly from Mxg 'Illinois' in leaf elongation and photosynthesis at low temperature, but was significantly superior to all other forms of Mxg tested. The results suggested that the exceptional chilling tolerance of Mxg 'Illinois' cannot be explained simply by the hybrid vigour of this intraspecific allotriploid. Selection of chilling-tolerant accessions from both of Mxg's parental species, Msi and Msa, would be advisable for breeding new highly chilling-tolerant Mxg genotypes.
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Affiliation(s)
- Katarzyna Głowacka
- Institute for Genomic Biology, University of Illinois, 1206W. Gregory Dr., Urbana, IL 61801, USA Institute of Plant Genetics, Polish Academy of Sciences, ul. Strzeszyńska 34, 60-479 Poznań, Poland
| | - Shivani Adhikari
- Institute for Genomic Biology, University of Illinois, 1206W. Gregory Dr., Urbana, IL 61801, USA
| | - Junhua Peng
- Department of Soil and Crop Science, Colorado State University Fort Collins, CO 80523-1170, USA
| | - Justin Gifford
- Institute for Genomic Biology, University of Illinois, 1206W. Gregory Dr., Urbana, IL 61801, USA
| | - John A Juvik
- Institute for Genomic Biology, University of Illinois, 1206W. Gregory Dr., Urbana, IL 61801, USA
| | - Stephen P Long
- Institute for Genomic Biology, University of Illinois, 1206W. Gregory Dr., Urbana, IL 61801, USA
| | - Erik J Sacks
- Institute for Genomic Biology, University of Illinois, 1206W. Gregory Dr., Urbana, IL 61801, USA
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Friesen PC, Peixoto MM, Busch FA, Johnson DC, Sage RF. Chilling and frost tolerance in Miscanthus and Saccharum genotypes bred for cool temperate climates. JOURNAL OF EXPERIMENTAL BOTANY 2014; 65:3749-58. [PMID: 24642848 PMCID: PMC4085960 DOI: 10.1093/jxb/eru105] [Citation(s) in RCA: 13] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 05/23/2023]
Abstract
Miscanthus hybrids are leading candidates for bioenergy feedstocks in mid to high latitudes of North America and Eurasia, due to high productivity associated with the C4 photosynthetic pathway and their tolerance of cooler conditions. However, as C4 plants, they may lack tolerance of chilling conditions (0-10 °C) and frost, particularly when compared with candidate C3 crops at high latitudes. In higher latitudes, cold tolerance is particularly important if the feedstock is to utilize fully the long, early-season days of May and June. Here, leaf gas exchange and fluorescence are used to assess chilling tolerance of photosynthesis in five Miscanthus hybrids bred for cold tolerance, a complex Saccharum hybrid (energycane), and an upland sugarcane variety with some chilling tolerance. The chilling treatment consisted of transferring warm-grown plants (25/20 °C day/night growth temperatures) to chilling (12/5 °C) conditions for 1 week, followed by assessing recovery after return to warm temperatures. Chilling tolerance was also evaluated in outdoor, spring-grown Miscanthus genotypes before and after a cold front that was punctuated by a frost event. Miscanthus×giganteus was found to be the most chilling-tolerant genotype based on its ability to maintain a high net CO2 assimilation rate (A) during chilling, and recover A to a greater degree following a return to warm conditions. This was associated with increasing its capacity for short-term dark-reversible photoprotective processes (ΦREG) and the proportion of open photosystem II reaction centres (qL) while minimizing photoinactivation (ΦNF). Similarly, in the field, M.×giganteus exhibited a significantly greater A and pre-dawn F v/F m after the cold front compared with the other chilling-sensitive Miscanthus hybrids.
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Affiliation(s)
- Patrick C Friesen
- Department of Ecology and Evolutionary Biology, University of Toronto, 25 Willcocks Street, Toronto, Ontario, Canada, M5S 3B2
| | - Murilo M Peixoto
- Department of Ecology and Evolutionary Biology, University of Toronto, 25 Willcocks Street, Toronto, Ontario, Canada, M5S 3B2
| | - Florian A Busch
- Plant Science Division, Research School of Biology, Australian National University, Canberra, ACT, 0200 Australia
| | - Daniel C Johnson
- Department of Cell and Systems Biology, University of Toronto, 25 Harbord Street, Toronto, Ontario, Canada, M5S 3G5
| | - Rowan F Sage
- Department of Ecology and Evolutionary Biology, University of Toronto, 25 Willcocks Street, Toronto, Ontario, Canada, M5S 3B2
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22
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Hager HA, Sinasac SE, Gedalof Z, Newman JA. Predicting potential global distributions of two Miscanthus grasses: implications for horticulture, biofuel production, and biological invasions. PLoS One 2014; 9:e100032. [PMID: 24945154 PMCID: PMC4063780 DOI: 10.1371/journal.pone.0100032] [Citation(s) in RCA: 22] [Impact Index Per Article: 2.2] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/12/2014] [Accepted: 05/21/2014] [Indexed: 11/18/2022] Open
Abstract
In many regions, large proportions of the naturalized and invasive non-native floras were originally introduced deliberately by humans. Pest risk assessments are now used in many jurisdictions to regulate the importation of species and usually include an estimation of the potential distribution in the import area. Two species of Asian grass (Miscanthus sacchariflorus and M. sinensis) that were originally introduced to North America as ornamental plants have since escaped cultivation. These species and their hybrid offspring are now receiving attention for large-scale production as biofuel crops in North America and elsewhere. We evaluated their potential global climate suitability for cultivation and potential invasion using the niche model CLIMEX and evaluated the models' sensitivity to the parameter values. We then compared the sensitivity of projections of future climatically suitable area under two climate models and two emissions scenarios. The models indicate that the species have been introduced to most of the potential global climatically suitable areas in the northern but not the southern hemisphere. The more narrowly distributed species (M. sacchariflorus) is more sensitive to changes in model parameters, which could have implications for modelling species of conservation concern. Climate projections indicate likely contractions in potential range in the south, but expansions in the north, particularly in introduced areas where biomass production trials are under way. Climate sensitivity analysis shows that projections differ more between the selected climate change models than between the selected emissions scenarios. Local-scale assessments are required to overlay suitable habitat with climate projections to estimate areas of cultivation potential and invasion risk.
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Affiliation(s)
- Heather A. Hager
- School of Environmental Sciences, University of Guelph, Guelph, Ontario, Canada
| | - Sarah E. Sinasac
- School of Environmental Sciences, University of Guelph, Guelph, Ontario, Canada
| | - Ze’ev Gedalof
- Department of Geography, University of Guelph, Guelph, Ontario, Canada
| | - Jonathan A. Newman
- School of Environmental Sciences, University of Guelph, Guelph, Ontario, Canada
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Abstract
Lignocellulosic herbaceous plant is a high-quality kind of biomass resource. In China, large-scale cultivation of lignocellulosic herbaceous plant on marginal land is a crucial method to resolve sustainable supplement of biomass feedstock. In order to analyse its potential, this research conducted large-scale cultivation of four species of lignocellulosic herbaceous plant, switchgrass, silver reed, giant reed and hybrid pennisetum on a contaminated land in Beijing suburb. And a quantitative analysis of their biomass yields and ecological-economic values were performed in the sequential four growing seasons. With high annual biomass yields, 21.37 ton·hm-2, 26.21 ton·hm-2, 44.48 ton·hm-2 and 57.61 ton·hm-2, respectively, these four species of lignocellulosic herbaceous plant had enormous ecological values, including carbon fixation, oxygen release, sulfur dioxide absorption and dust retardment, and considerable economic values, according to standard coal conversion and cellulosic ethanol production. Of these four species, hybrid pennisetum is optimal in ecological value on contaminated land in the future, while giant reed in economic value.
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Barling A, Swaminathan K, Mitros T, James BT, Morris J, Ngamboma O, Hall MC, Kirkpatrick J, Alabady M, Spence AK, Hudson ME, Rokhsar DS, Moose SP. A detailed gene expression study of the Miscanthus genus reveals changes in the transcriptome associated with the rejuvenation of spring rhizomes. BMC Genomics 2013; 14:864. [PMID: 24320546 PMCID: PMC4046694 DOI: 10.1186/1471-2164-14-864] [Citation(s) in RCA: 26] [Impact Index Per Article: 2.4] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/25/2013] [Accepted: 12/04/2013] [Indexed: 11/10/2022] Open
Abstract
BACKGROUND The Miscanthus genus of perennial C4 grasses contains promising biofuel crops for temperate climates. However, few genomic resources exist for Miscanthus, which limits understanding of its interesting biology and future genetic improvement. A comprehensive catalog of expressed sequences were generated from a variety of Miscanthus species and tissue types, with an emphasis on characterizing gene expression changes in spring compared to fall rhizomes. RESULTS Illumina short read sequencing technology was used to produce transcriptome sequences from different tissues and organs during distinct developmental stages for multiple Miscanthus species, including Miscanthus sinensis, Miscanthus sacchariflorus, and their interspecific hybrid Miscanthus × giganteus. More than fifty billion base-pairs of Miscanthus transcript sequence were produced. Overall, 26,230 Sorghum gene models (i.e., ~ 96% of predicted Sorghum genes) had at least five Miscanthus reads mapped to them, suggesting that a large portion of the Miscanthus transcriptome is represented in this dataset. The Miscanthus × giganteus data was used to identify genes preferentially expressed in a single tissue, such as the spring rhizome, using Sorghum bicolor as a reference. Quantitative real-time PCR was used to verify examples of preferential expression predicted via RNA-Seq. Contiguous consensus transcript sequences were assembled for each species and annotated using InterProScan. Sequences from the assembled transcriptome were used to amplify genomic segments from a doubled haploid Miscanthus sinensis and from Miscanthus × giganteus to further disentangle the allelic and paralogous variations in genes. CONCLUSIONS This large expressed sequence tag collection creates a valuable resource for the study of Miscanthus biology by providing detailed gene sequence information and tissue preferred expression patterns. We have successfully generated a database of transcriptome assemblies and demonstrated its use in the study of genes of interest. Analysis of gene expression profiles revealed biological pathways that exhibit altered regulation in spring compared to fall rhizomes, which are consistent with their different physiological functions. The expression profiles of the subterranean rhizome provides a better understanding of the biological activities of the underground stem structures that are essentials for perenniality and the storage or remobilization of carbon and nutrient resources.
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Affiliation(s)
| | | | | | | | | | | | | | | | | | | | | | | | - Stephen P Moose
- Energy Biosciences Institute, Institute for Genomic Biology, University of Illinois Urbana, 1206 West Gregory Drive, Urbana, IL 61801, USA.
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Żur I, Dubas E, Słomka A, Dubert F, Kuta E, Płażek A. Failure of androgenesis in Miscanthus × giganteus in vitro culture of cytologically unbalanced microspores. PLANT REPRODUCTION 2013; 26:297-307. [PMID: 23824237 PMCID: PMC3747323 DOI: 10.1007/s00497-013-0219-6] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.1] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 04/27/2013] [Accepted: 06/23/2013] [Indexed: 05/13/2023]
Abstract
Miscanthus × giganteus is a popular energy crop, which due to its hybrid origin is only vegetatively reproduced. Asexual embryogenesis in anther and microspore culture leading to double haploids production could allow to regain the ability for sexual reproduction and to increase the biodiversity of the species. Therefore, the goal of this paper was to investigate the requirements of androgenesis in Miscanthus. The standard protocols used for monocotyledonous plants were applied with many modifications regarding the developmental stage of the explants at the time of culture initiation, stress treatment applied to panicles and isolated anthers as well as various chemical and physical parameters of in vitro culture conditions. Our results indicated that the induction of androgenesis in M. × giganteus is possible. However, the very low efficiency of the process and the lack of regeneration ability of the androgenic structures presently prevent the use of this technique.
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Affiliation(s)
- Iwona Żur
- Franciszek Górski Institute of Plant Physiology, Polish Academy of Sciences, Niezapominajek 21, 30-239 Krakow, Poland
| | - Ewa Dubas
- Franciszek Górski Institute of Plant Physiology, Polish Academy of Sciences, Niezapominajek 21, 30-239 Krakow, Poland
| | - Aneta Słomka
- Department of Plant Cytology and Embryology, Jagiellonian University, Grodzka 52, 31-044 Krakow, Poland
| | - Franciszek Dubert
- Franciszek Górski Institute of Plant Physiology, Polish Academy of Sciences, Niezapominajek 21, 30-239 Krakow, Poland
| | - Elżbieta Kuta
- Department of Plant Cytology and Embryology, Jagiellonian University, Grodzka 52, 31-044 Krakow, Poland
| | - Agnieszka Płażek
- Department of Plant Physiology, University of Agriculture, Podłużna 3, 30-239 Krakow, Poland
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Slavov G, Allison G, Bosch M. Advances in the genetic dissection of plant cell walls: tools and resources available in Miscanthus. FRONTIERS IN PLANT SCIENCE 2013; 4:217. [PMID: 23847628 PMCID: PMC3701120 DOI: 10.3389/fpls.2013.00217] [Citation(s) in RCA: 11] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Subscribe] [Scholar Register] [Received: 03/30/2013] [Accepted: 06/05/2013] [Indexed: 05/19/2023]
Abstract
Tropical C4 grasses from the genus Miscanthus are believed to have great potential as biomass crops. However, Miscanthus species are essentially undomesticated, and genetic, molecular and bioinformatics tools are in very early stages of development. Furthermore, similar to other crops targeted as lignocellulosic feedstocks, the efficient utilization of biomass is hampered by our limited knowledge of the structural organization of the plant cell wall and the underlying genetic components that control this organization. The Institute of Biological, Environmental and Rural Sciences (IBERS) has assembled an extensive collection of germplasm for several species of Miscanthus. In addition, an integrated, multidisciplinary research programme at IBERS aims to inform accelerated breeding for biomass productivity and composition, while also generating fundamental knowledge. Here we review recent advances with respect to the genetic characterization of the cell wall in Miscanthus. First, we present a summary of recent and on-going biochemical studies, including prospects and limitations for the development of powerful phenotyping approaches. Second, we review current knowledge about genetic variation for cell wall characteristics of Miscanthus and illustrate how phenotypic data, combined with high-density arrays of single-nucleotide polymorphisms, are being used in genome-wide association studies to generate testable hypotheses and guide biological discovery. Finally, we provide an overview of the current knowledge about the molecular biology of cell wall biosynthesis in Miscanthus and closely related grasses, discuss the key conceptual and technological bottlenecks, and outline the short-term prospects for progress in this field.
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Affiliation(s)
- Gancho Slavov
- *Correspondence: Gancho Slavov, Institute of Biological, Environmental and Rural Sciences, Aberystwyth University, Plas Gogerddan, Aberystwyth, Ceredigion, Wales SY23 3EB, UK e-mail:
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Hauswaldt JS, Höer M, Ogielska M, Christiansen DG, Dziewulska-Szwajkowska D, Czernicka E, Vences M. A simplified molecular method for distinguishing among species and ploidy levels in European water frogs (Pelophylax). Mol Ecol Resour 2012; 12:797-805. [PMID: 22716763 DOI: 10.1111/j.1755-0998.2012.03160.x] [Citation(s) in RCA: 16] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/01/2022]
Abstract
Western Palearctic water frogs in the genus Pelophylax are a set of morphologically similar anuran species that form hybridogenetic complexes. Fully reliable identification of species and especially of hybrid ploidy depends on karyological and molecular methods. In central Europe, native water frog populations consist of the Pelophylax esculentus complex, that is, P. lessonae (LL), P. ridibundus (RR) and the hybrid form P. esculentus that can have different karyotypes (RL, LLR and RRL). We developed existing molecular methods further and propose a simple PCR method based on size-differences in the length of the serum albumin intron-1 and the RanaCR1, a non-LTR retrotransposon of the chicken repeat (CR) family. This PCR yields taxon-specific banding patterns that can easily be screened by standard agarose gel electrophoresis and correctly identify species in all of the 160 samples that had been identified to karyotype with other methods. To distinguish ploidy levels in LR, LLR and RRL specimens, we used the ratio of the peak heights of the larger (ridibundus specific) to the smaller (lessonae specific) bands of fluorescently labelled PCR products resolved on a capillary DNA sequencer and obtained a correct assignment of the karyotype in 93% of cases. Our new method will cut down time and expenses drastically for a reliable identification of water frogs of the P. esculentus complex and potentially for identification of other hybridogenetic complexes and/or taxa, and it even serves as a good indicator of the ploidy status of hybrid individuals.
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Affiliation(s)
- J Susanne Hauswaldt
- Zoological Institute, Technical University Braunschweig, Mendelssohnstr. 4, 38106 Braunschweig, Germany.
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