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Stuart D, Zakhrabekova S, Jørgensen ME, Dockter C, Hansson M. A pipeline for identification of causal mutations in barley identifies Xantha-j as the chlorophyll synthase gene. PLANT PHYSIOLOGY 2024; 195:2877-2890. [PMID: 38630859 PMCID: PMC11288739 DOI: 10.1093/plphys/kiae218] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 12/14/2023] [Revised: 03/14/2024] [Accepted: 03/21/2024] [Indexed: 04/19/2024]
Abstract
Thousands of barley (Hordeum vulgare L.) mutants have been isolated over the last century, and many are stored in gene banks across various countries. In the present work, we developed a pipeline to efficiently identify causal mutations in barley. The pipeline is also efficient for mutations located in centromeric regions. Through bulked segregant analyses using whole genome sequencing of pooled F2 seedlings, we mapped 2 mutations and identified a limited number of candidate genes. We applied the pipeline on F2 mapping populations made from xan-j.59 (unknown mutation) and xan-l.82 (previously known). The Xantha-j (xan-j) gene was identified as encoding chlorophyll synthase, which catalyzes the last step in the chlorophyll biosynthetic pathway: the addition of a phytol moiety to the propionate side chain of chlorophyllide. Key amino acid residues in the active site, including the binding sites of the isoprenoid and chlorophyllide substrates, were analyzed in an AlphaFold2-generated structural model of the barley chlorophyll synthase. Three allelic mutants, xan-j.19, xan-j.59, and xan-j.64, were characterized. While xan-j.19 is a 1 base pair deletion and xan-j.59 is a nonsense mutation, xan-j.64 causes an S212F substitution in chlorophyll synthase. Our analyses of xan-j.64 and treatment of growing barley with clomazone, an inhibitor of chloroplastic isoprenoid biosynthesis, suggest that binding of the isoprenoid substrate is a prerequisite for the stable maintenance of chlorophyll synthase in the plastid. We further suggest that chlorophyll synthase is a sensor for coordinating chlorophyll and isoprenoid biosynthesis.
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Affiliation(s)
- David Stuart
- Department of Biology, Lund University, Sölvegatan 35B, 22362 Lund, Sweden
| | | | | | - Christoph Dockter
- Carlsberg Research Laboratory, J. C. Jacobsens Gade 4, 1799 Copenhagen V, Denmark
| | - Mats Hansson
- Department of Biology, Lund University, Sölvegatan 35B, 22362 Lund, Sweden
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Sun M, Jiang C, Gao G, An C, Wu W, Kan J, Zhang J, Li L, Yang P. A novel type of malformed floral organs mutant in barley was conferred by loss-of-function mutations of the MADS-box gene HvAGL6. THE PLANT JOURNAL : FOR CELL AND MOLECULAR BIOLOGY 2024. [PMID: 39037746 DOI: 10.1111/tpj.16936] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Subscribe] [Scholar Register] [Received: 02/01/2024] [Revised: 05/22/2024] [Accepted: 07/08/2024] [Indexed: 07/23/2024]
Abstract
The advanced model of floral morphogenesis is based largely on data from Arabidopsis (Arabidopsis thaliana) and rice (Oryza sativa), but this process is less well understood in the Triticeae. Here, we investigated a sterile barley (Hordeum vulgare) mutant with malformed floral organs (designated mfo1), of which the paleae, lodicules, and stamens in each floret were all converted into lemma-like organs, and the ovary was abnormally shaped. Combining bulked-segregant analysis, whole-genome resequencing, and TILLING approaches, the mfo1 mutant was attributed to loss-of-function mutations in the MADS-box transcription factor gene HvAGL6, a key regulator in the ABCDE floral morphogenesis model. Through transcriptomic analysis between young inflorescences of wild-type and mfo1 plants, 380 genes were identified as differentially expressed, most of which function in DNA binding, protein dimerization, cell differentiation, or meristem determinacy. Regulatory pathway enrichment showed HvAGL6 associates with transcriptional abundance of many MADS-box genes, including the B-class gene HvMADS4. Mutants with deficiency in HvMADS4 exhibited the conversion of stamens into supernumerary pistils, producing multiple ovaries resembling the completely sterile multiple ovaries 3.h (mov3.h) mutant. These findings demonstrate that the regulatory model of floral morphogenesis is conserved across plant species and provides insights into the interactions between HvAGL6 and other MADS-box regulators.
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Affiliation(s)
- Man Sun
- Key Laboratory of Grain Crop Genetic Resources Evaluation and Utilization (MARA)/State Key Laboratory of Crop Gene Resources and Breeding/Institute of Crop Sciences, Chinese Academy of Agricultural Sciences, Beijing, 100081, China
- College of Agronomy, Shanxi Agricultural University, Taiyuan, 032699, China
| | - Congcong Jiang
- Key Laboratory of Grain Crop Genetic Resources Evaluation and Utilization (MARA)/State Key Laboratory of Crop Gene Resources and Breeding/Institute of Crop Sciences, Chinese Academy of Agricultural Sciences, Beijing, 100081, China
| | - Guangqi Gao
- Key Laboratory of Grain Crop Genetic Resources Evaluation and Utilization (MARA)/State Key Laboratory of Crop Gene Resources and Breeding/Institute of Crop Sciences, Chinese Academy of Agricultural Sciences, Beijing, 100081, China
| | - Chaodan An
- Key Laboratory of Grain Crop Genetic Resources Evaluation and Utilization (MARA)/State Key Laboratory of Crop Gene Resources and Breeding/Institute of Crop Sciences, Chinese Academy of Agricultural Sciences, Beijing, 100081, China
| | - Wenxue Wu
- Key Laboratory of Grain Crop Genetic Resources Evaluation and Utilization (MARA)/State Key Laboratory of Crop Gene Resources and Breeding/Institute of Crop Sciences, Chinese Academy of Agricultural Sciences, Beijing, 100081, China
| | - Jinhong Kan
- Key Laboratory of Grain Crop Genetic Resources Evaluation and Utilization (MARA)/State Key Laboratory of Crop Gene Resources and Breeding/Institute of Crop Sciences, Chinese Academy of Agricultural Sciences, Beijing, 100081, China
| | - Jinpeng Zhang
- Key Laboratory of Grain Crop Genetic Resources Evaluation and Utilization (MARA)/State Key Laboratory of Crop Gene Resources and Breeding/Institute of Crop Sciences, Chinese Academy of Agricultural Sciences, Beijing, 100081, China
| | - Lihui Li
- Key Laboratory of Grain Crop Genetic Resources Evaluation and Utilization (MARA)/State Key Laboratory of Crop Gene Resources and Breeding/Institute of Crop Sciences, Chinese Academy of Agricultural Sciences, Beijing, 100081, China
| | - Ping Yang
- Key Laboratory of Grain Crop Genetic Resources Evaluation and Utilization (MARA)/State Key Laboratory of Crop Gene Resources and Breeding/Institute of Crop Sciences, Chinese Academy of Agricultural Sciences, Beijing, 100081, China
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Wang P, Abbas M, He J, Zhou L, Cheng H, Guo H. Advances in genome sequencing and artificially induced mutation provides new avenues for cotton breeding. FRONTIERS IN PLANT SCIENCE 2024; 15:1400201. [PMID: 39015293 PMCID: PMC11250495 DOI: 10.3389/fpls.2024.1400201] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Subscribe] [Scholar Register] [Received: 03/13/2024] [Accepted: 06/10/2024] [Indexed: 07/18/2024]
Abstract
Cotton production faces challenges in fluctuating environmental conditions due to limited genetic variation in cultivated cotton species. To enhance the genetic diversity crucial for this primary fiber crop, it is essential to augment current germplasm resources. High-throughput sequencing has significantly impacted cotton functional genomics, enabling the creation of diverse mutant libraries and the identification of mutant functional genes and new germplasm resources. Artificial mutation, established through physical or chemical methods, stands as a highly efficient strategy to enrich cotton germplasm resources, yielding stable and high-quality raw materials. In this paper, we discuss the good foundation laid by high-throughput sequencing of cotton genome for mutant identification and functional genome, and focus on the construction methods of mutant libraries and diverse sequencing strategies based on mutants. In addition, the important functional genes identified by the cotton mutant library have greatly enriched the germplasm resources and promoted the development of functional genomes. Finally, an innovative strategy for constructing a cotton CRISPR mutant library was proposed, and the possibility of high-throughput screening of cotton mutants based on a UAV phenotyping platform was discussed. The aim of this review was to expand cotton germplasm resources, mine functional genes, and develop adaptable materials in a variety of complex environments.
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Affiliation(s)
- Peilin Wang
- Nanfan Research Institute, Chinese Academy of Agricultural Sciences (CAAS), Sanya, Hainan, China
- Biotechnology Research Institute, Chinese Academy of Agricultural Sciences, Beijing, China
| | - Mubashir Abbas
- Biotechnology Research Institute, Chinese Academy of Agricultural Sciences, Beijing, China
| | - Jianhan He
- Institute of Cereal and Oil Crops, Hebei Academy of Agriculture and Forestry Sciences, Hebei Key Laboratory of Crop Genetics and Breeding, Shijiazhuang, Hebei, China
| | - Lili Zhou
- Yazhouwan National Laboratory, Sanya, Hainan, China
| | - Hongmei Cheng
- Biotechnology Research Institute, Chinese Academy of Agricultural Sciences, Beijing, China
| | - Huiming Guo
- Nanfan Research Institute, Chinese Academy of Agricultural Sciences (CAAS), Sanya, Hainan, China
- Biotechnology Research Institute, Chinese Academy of Agricultural Sciences, Beijing, China
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Hansson M, Youssef HM, Zakhrabekova S, Stuart D, Svensson JT, Dockter C, Stein N, Waugh R, Lundqvist U, Franckowiak J. A guide to barley mutants. Hereditas 2024; 161:11. [PMID: 38454479 PMCID: PMC10921644 DOI: 10.1186/s41065-023-00304-w] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/06/2023] [Accepted: 11/24/2023] [Indexed: 03/09/2024] Open
Abstract
BACKGROUND Mutants have had a fundamental impact upon scientific and applied genetics. They have paved the way for the molecular and genomic era, and most of today's crop plants are derived from breeding programs involving mutagenic treatments. RESULTS Barley (Hordeum vulgare L.) is one of the most widely grown cereals in the world and has a long history as a crop plant. Barley breeding started more than 100 years ago and large breeding programs have collected and generated a wide range of natural and induced mutants, which often were deposited in genebanks around the world. In recent years, an increased interest in genetic diversity has brought many historic mutants into focus because the collections are regarded as valuable resources for understanding the genetic control of barley biology and barley breeding. The increased interest has been fueled also by recent advances in genomic research, which provided new tools and possibilities to analyze and reveal the genetic diversity of mutant collections. CONCLUSION Since detailed knowledge about phenotypic characters of the mutants is the key to success of genetic and genomic studies, we here provide a comprehensive description of mostly morphological barley mutants. The review is closely linked to the International Database for Barley Genes and Barley Genetic Stocks ( bgs.nordgen.org ) where further details and additional images of each mutant described in this review can be found.
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Affiliation(s)
- Mats Hansson
- Department of Biology, Lund University, Sölvegatan 35, 22362, Lund, Sweden.
| | - Helmy M Youssef
- Faculty of Agriculture, Cairo University, Giza, 12613, Egypt
- Institute of Agricultural and Nutritional Sciences, Faculty of Natural Sciences III, Martin Luther University Halle-Wittenberg, Halle, 06120, Germany
| | | | - David Stuart
- Department of Biology, Lund University, Sölvegatan 35, 22362, Lund, Sweden
| | - Jan T Svensson
- Nordic Genetic Resource Center (NordGen), Växthusvägen 12, 23456, Alnarp, Sweden
| | - Christoph Dockter
- Carlsberg Research Laboratory, J. C. Jacobsens Gade 4, 1799, Copenhagen V, Denmark
| | - Nils Stein
- Leibniz Institute of Plant Genetics and Crop Plant Research (IPK), OT Gatersleben, Stadt Seeland, E06466, Germany
- Center for Integrated Breeding Research (CiBreed), Georg-August-University, Göttingen, Germany
| | - Robbie Waugh
- Cell and Molecular Sciences, The James Hutton Institute, Invergowrie, Dundee, DD2 5DA, UK
- Division of Plant Sciences, University of Dundee, The James Hutton Institute, Invergowrie, Dundee, DD2 5DA, UK
- School of Agriculture Food and Wine, Waite Campus, The University of Adelaide, Urrbrae, 5064, Australia
| | - Udda Lundqvist
- Nordic Genetic Resource Center (NordGen), Växthusvägen 12, 23456, Alnarp, Sweden
| | - Jerome Franckowiak
- Department of Agronomy and Plant Genetics, University of Minnesota Twin Cities, 411 Borlaug Hall, 1991 Upper Buford Circle, St Paul, MN, 55108, USA
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Jöst M, Soltani O, Kappel C, Janiak A, Chmielewska B, Szurman-Zubrzycka M, McKim SM, Lenhard M. The gain-of-function mutation blf13 in the barley orthologue of the rice growth regulator NARROW LEAF1 is associated with increased leaf width. JOURNAL OF EXPERIMENTAL BOTANY 2024; 75:850-867. [PMID: 37837419 DOI: 10.1093/jxb/erad403] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 05/23/2023] [Accepted: 10/12/2023] [Indexed: 10/16/2023]
Abstract
Canopy architecture in cereals plays an important role in determining yield. Leaf width represents one key aspect of this canopy architecture. However, our understanding of leaf width control in cereals remains incomplete. Classical mutagenesis studies in barely identified multiple morphological mutants, including those with differing leaf widths. Of these, we characterized the broad leaf13 (blf13) mutant in detail. Mutant plants form wider leaves due to increased post-initiation growth and cell proliferation. The mutant phenotype perfectly co-segregated with a missense mutation in the HvHNT1 gene which affected a highly conserved region of the encoded protein, orthologous to the rice NARROW LEAF1 (NAL1) protein. Causality of this mutation for the blf13 phenotype is further supported by correlative transcriptomic analyses and protein-protein interaction studies showing that the mutant HvNHT1 protein interacts more strongly with a known interactor than wild-type HvHNT1. The mutant HvHNT1 protein also showed stronger homodimerization compared with wild-type HvHNT1, and homology modelling suggested an additional interaction site between HvHNT1 monomers due to the blf13 mutation. Thus, the blf13 mutation parallels known gain-of-function NAL1 alleles in rice that increase leaf width and grain yield, suggesting that the blf13 mutation may have a similar agronomic potential in barley.
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Affiliation(s)
- Moritz Jöst
- Institute for Biochemistry and Biology, University of Potsdam, Potsdam, Germany
| | - Ouad Soltani
- Institute for Biochemistry and Biology, University of Potsdam, Potsdam, Germany
| | - Christian Kappel
- Institute for Biochemistry and Biology, University of Potsdam, Potsdam, Germany
| | - Agnieszka Janiak
- Institute of Biology, Biotechnology and Environmental Protection, University of Silesia in Katowice, Poland
| | - Beata Chmielewska
- Institute of Biology, Biotechnology and Environmental Protection, University of Silesia in Katowice, Poland
| | - Miriam Szurman-Zubrzycka
- Institute of Biology, Biotechnology and Environmental Protection, University of Silesia in Katowice, Poland
| | - Sarah M McKim
- Division of Plant Sciences, School of Life Sciences, University of Dundee, Dundee, UK
| | - Michael Lenhard
- Institute for Biochemistry and Biology, University of Potsdam, Potsdam, Germany
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Wang X, Han L, Li J, Shang X, Liu Q, Li L, Zhang H. Next-generation bulked segregant analysis for Breeding 4.0. Cell Rep 2023; 42:113039. [PMID: 37651230 DOI: 10.1016/j.celrep.2023.113039] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/20/2023] [Revised: 07/11/2023] [Accepted: 08/10/2023] [Indexed: 09/02/2023] Open
Abstract
Functional cloning and manipulation of genes controlling various agronomic traits are important for boosting crop production. Although bulked segregant analysis (BSA) is an efficient method for functional cloning, its low throughput cannot satisfy the current need for crop breeding and food security. Here, we review the rationale and development of conventional BSA and discuss its strengths and drawbacks. We then propose next-generation BSA (NG-BSA) integrating multiple cutting-edge technologies, including high-throughput phenotyping, biological big data, and the use of machine learning. NG-BSA increases the resolution of genetic mapping and throughput for cloning quantitative trait genes (QTGs) and optimizes candidate gene selection while providing a means to elucidate the interaction network of QTGs. The ability of NG-BSA to efficiently batch-clone QTGs makes it an important tool for dissecting molecular mechanisms underlying various traits, as well as for the improvement of Breeding 4.0 strategy, especially in targeted improvement and population improvement of crops.
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Affiliation(s)
- Xi Wang
- National Key Laboratory of Crop Genetic Improvement, Huazhong Agricultural University, Wuhan 430070, China; Hubei Hongshan Laboratory, Wuhan 430070, China
| | - Linqian Han
- National Key Laboratory of Crop Genetic Improvement, Huazhong Agricultural University, Wuhan 430070, China; Hubei Hongshan Laboratory, Wuhan 430070, China
| | - Juan Li
- National Key Laboratory of Crop Genetic Improvement, Huazhong Agricultural University, Wuhan 430070, China; Hubei Hongshan Laboratory, Wuhan 430070, China
| | - Xiaoyang Shang
- National Key Laboratory of Crop Genetic Improvement, Huazhong Agricultural University, Wuhan 430070, China; Hubei Hongshan Laboratory, Wuhan 430070, China
| | - Qian Liu
- Institute of Crop Science, Chinese Academy of Agricultural Sciences, Beijing 100081, China
| | - Lin Li
- National Key Laboratory of Crop Genetic Improvement, Huazhong Agricultural University, Wuhan 430070, China; Hubei Hongshan Laboratory, Wuhan 430070, China.
| | - Hongwei Zhang
- Institute of Crop Science, Chinese Academy of Agricultural Sciences, Beijing 100081, China.
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Jost M, Outram MA, Dibley K, Zhang J, Luo M, Ayliffe M. Plant and pathogen genomics: essential approaches for stem rust resistance gene stacks in wheat. FRONTIERS IN PLANT SCIENCE 2023; 14:1223504. [PMID: 37727853 PMCID: PMC10505659 DOI: 10.3389/fpls.2023.1223504] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Subscribe] [Scholar Register] [Received: 05/16/2023] [Accepted: 07/27/2023] [Indexed: 09/21/2023]
Abstract
The deployment of disease resistance genes is currently the most economical and environmentally sustainable method of crop protection. However, disease resistance genes can rapidly break down because of constant pathogen evolution, particularly when they are deployed singularly. Polygenic resistance is, therefore, considered the most durable, but combining and maintaining these genes by breeding is a laborious process as effective genes are usually unlinked. The deployment of polygenic resistance with single-locus inheritance is a promising innovation that overcomes these difficulties while enhancing resistance durability. Because of major advances in genomic technologies, increasing numbers of plant resistance genes have been cloned, enabling the development of resistance transgene stacks (RTGSs) that encode multiple genes all located at a single genetic locus. Gene stacks encoding five stem rust resistance genes have now been developed in transgenic wheat and offer both breeding simplicity and potential resistance durability. The development of similar genomic resources in phytopathogens has advanced effector gene isolation and, in some instances, enabled functional validation of individual resistance genes in RTGS. Here, the wheat stem rust pathosystem is used as an illustrative example of how host and pathogen genomic advances have been instrumental in the development of RTGS, which is a strategy applicable to many other agricultural crop species.
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Affiliation(s)
| | | | | | | | | | - Michael Ayliffe
- Commonwealth Scientific and Industrial Research Organisation (CSIRO) Agriculture and Food, Canberra, ACT, Australia
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Qin DD, Liu R, Xu F, Dong G, Xu Q, Peng Y, Xu L, Cheng H, Guo G, Dong J, Li C. Characterization of a barley ( Hordeum vulgare L.) mutant with multiple stem nodes and spikes and dwarf ( msnsd) and fine-mapping of its causal gene. FRONTIERS IN PLANT SCIENCE 2023; 14:1189743. [PMID: 37484471 PMCID: PMC10359901 DOI: 10.3389/fpls.2023.1189743] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Figures] [Subscribe] [Scholar Register] [Received: 03/20/2023] [Accepted: 06/13/2023] [Indexed: 07/25/2023]
Abstract
Introduction Multiple nodes and dwarf mutants in barley are a valuable resource for identifying genes that control shoot branching, vegetative growth and development. Methods In this study, physiological, microscopic and genetic analysis were conducted to characterize and fine-map the underling gene of a barley mutant with Multiple Stem Nodes and Spikes and Dwarf (msnsd), which was selected from EMS- and 60Co-treated barley cv. Edamai 934. Results and discussion The msnsd mutant had more stem nodes, lower plant height and a shorter plastochron than Edamai 934. Moreover, the mutant had two or more spikes on each tiller. Microscopic analysis showed that the dwarf phenotype of msnsd resulted from reduced cell lengths and cell numbers in the stem. Further physiological analysis showed that msnsd was GA3-deficient, with its plant height increasing after external GA3 application. Genetic analysis revealed that a single recessive nuclear gene, namely, HvMSNSD, controlled the msnsd phenotype. Using a segregating population derived from Harrington and the msnsd mutant, HvMSNSD was fine-mapped on chromosome 5H in a 200 kb interval using bulked segregant analysis (BSA) coupled with RNA-sequencing (BSR-seq), with a C-T substitution in the exon of HvTCP25 co-segregating with the msnsd phenotype. RNA-seq analysis showed that a gene encoding gibberellin 2-oxidase 8, a negative regulator of GA biosynthesis, was upregulated in the msnsd mutant. Several known genes related to inflorescence development that were also upregulated and enriched in the msnsd mutant. Collectively, we propose that HvMSNSD regulates the plastochron and morphology of reproductive organs, likely by coordinating GA homeostasis and changed expression of floral development related genes in barley. This study offers valuable insights into the molecular regulation of barley plant architecture and inflorescence development.
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Affiliation(s)
- Dandan D. Qin
- Institute of Food Crops, Hubei Academy of Agricultural Sciences, Hubei, Wuhan, China
- Hubei Key Laboratory of Food Crop Germplasm and Genetic Improvement, Hubei, Wuhan, China
- Key Laboratory of Crop Molecular Breeding, Ministry of Agriculture and Rural Affairs, Hubei, Wuhan, China
| | - Rui Liu
- Institute of Food Crops, Hubei Academy of Agricultural Sciences, Hubei, Wuhan, China
- School of Life Science and Technology, Wuhan Polytechnic University, Hubei, Wuhan, China
| | - Fuchao Xu
- Institute of Food Crops, Hubei Academy of Agricultural Sciences, Hubei, Wuhan, China
- Hubei Key Laboratory of Food Crop Germplasm and Genetic Improvement, Hubei, Wuhan, China
- Key Laboratory of Crop Molecular Breeding, Ministry of Agriculture and Rural Affairs, Hubei, Wuhan, China
| | - Guoqing Dong
- School of Life Science and Technology, Wuhan Polytechnic University, Hubei, Wuhan, China
| | - Qing Xu
- Institute of Food Crops, Hubei Academy of Agricultural Sciences, Hubei, Wuhan, China
- Hubei Key Laboratory of Food Crop Germplasm and Genetic Improvement, Hubei, Wuhan, China
- Key Laboratory of Crop Molecular Breeding, Ministry of Agriculture and Rural Affairs, Hubei, Wuhan, China
| | - Yanchun Peng
- Institute of Food Crops, Hubei Academy of Agricultural Sciences, Hubei, Wuhan, China
- Hubei Key Laboratory of Food Crop Germplasm and Genetic Improvement, Hubei, Wuhan, China
- Key Laboratory of Crop Molecular Breeding, Ministry of Agriculture and Rural Affairs, Hubei, Wuhan, China
| | - Le Xu
- Ministry of Agriculture and Rural Affairs (MARA) Key Laboratory of Sustainable Crop Production in the Middle Reaches of the Yangtze River (Co-construction by Ministry and Province), College of Agriculture, Yangtze University, Hubei, Jingzhou, China
| | - Hongna Cheng
- Institute of Food Crops, Hubei Academy of Agricultural Sciences, Hubei, Wuhan, China
- Ministry of Agriculture and Rural Affairs (MARA) Key Laboratory of Sustainable Crop Production in the Middle Reaches of the Yangtze River (Co-construction by Ministry and Province), College of Agriculture, Yangtze University, Hubei, Jingzhou, China
| | - Ganggang Guo
- Institute of Crop Sciences, Chinese Academy of Agricultural Sciences, Beijing, China
| | - Jing Dong
- Institute of Food Crops, Hubei Academy of Agricultural Sciences, Hubei, Wuhan, China
- Hubei Key Laboratory of Food Crop Germplasm and Genetic Improvement, Hubei, Wuhan, China
- Key Laboratory of Crop Molecular Breeding, Ministry of Agriculture and Rural Affairs, Hubei, Wuhan, China
| | - Chengdao Li
- Western Crop Genetics Alliance, College of Science, Health, Engineering and Education, Murdoch University, Perth, WA, Australia
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Yan P, Li W, Zhou E, Xing Y, Li B, Liu J, Zhang Z, Ding D, Fu Z, Xie H, Tang J. Integrating BSA-Seq with RNA-Seq Reveals a Novel Fasciated Ear5 Mutant in Maize. Int J Mol Sci 2023; 24:ijms24021182. [PMID: 36674701 PMCID: PMC9867142 DOI: 10.3390/ijms24021182] [Citation(s) in RCA: 2] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/29/2022] [Revised: 01/04/2023] [Accepted: 01/05/2023] [Indexed: 01/11/2023] Open
Abstract
Increasing grain yield is required to meet the rapidly expanding demands for food, feed, and fuel. Inflorescence meristems are central to plant growth and development. However, the question concerning whether inflorescence development can be regulated to improve grain yield remains unclear. Here, we describe a naturally occurring single recessive mutation called fea5 that can increase grain yield in maize. Using bulk segregant analysis sequencing (BSA-seq), the candidate region was initially mapped to a large region on chromosome 4 (4.68 Mb-11.26 Mb). Transcriptome sequencing (RNA-seq) revealed a total of 1246 differentially expressed genes (DEGs), of which 835 were up-regulated and 411 were down-regulated. Further analysis revealed the enrichment of DEGs in phytohormone signal transduction. Consistently, phytohormone profiling indicated that auxin (IAA), jasmonic acid (JA), ethylene (ETH), and cytokinin (CK) levels increased significantly, whereas the gibberellin (GA) level decreased significantly in fea5. By integrating BSA-seq with RNA-seq, we identified Zm00001d048841 as the most likely candidate gene. Our results provide valuable insight into this new germplasm resource and the molecular mechanism underlying fasciated ears that produce a higher kernel row number in maize.
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Affiliation(s)
- Pengshuai Yan
- National Key Laboratory of Wheat and Maize Crop Science, College of Agronomy, Henan Agricultural University, Zhengzhou 450002, China
| | - Weihua Li
- National Key Laboratory of Wheat and Maize Crop Science, College of Agronomy, Henan Agricultural University, Zhengzhou 450002, China
- The Shennong Laboratory, Zhengzhou 450002, China
- Correspondence: (W.L.); (J.T.); Tel.: +86-371-56990188 (W.L.); +86-371-56990336 (J.T.)
| | - Enxiang Zhou
- National Key Laboratory of Wheat and Maize Crop Science, College of Agronomy, Henan Agricultural University, Zhengzhou 450002, China
| | - Ye Xing
- National Key Laboratory of Wheat and Maize Crop Science, College of Agronomy, Henan Agricultural University, Zhengzhou 450002, China
| | - Bing Li
- National Key Laboratory of Wheat and Maize Crop Science, College of Agronomy, Henan Agricultural University, Zhengzhou 450002, China
| | - Jing Liu
- National Key Laboratory of Wheat and Maize Crop Science, College of Agronomy, Henan Agricultural University, Zhengzhou 450002, China
| | - Zhanhui Zhang
- National Key Laboratory of Wheat and Maize Crop Science, College of Agronomy, Henan Agricultural University, Zhengzhou 450002, China
| | - Dong Ding
- National Key Laboratory of Wheat and Maize Crop Science, College of Agronomy, Henan Agricultural University, Zhengzhou 450002, China
| | - Zhiyuan Fu
- National Key Laboratory of Wheat and Maize Crop Science, College of Agronomy, Henan Agricultural University, Zhengzhou 450002, China
| | - Huiling Xie
- National Key Laboratory of Wheat and Maize Crop Science, College of Agronomy, Henan Agricultural University, Zhengzhou 450002, China
| | - Jihua Tang
- National Key Laboratory of Wheat and Maize Crop Science, College of Agronomy, Henan Agricultural University, Zhengzhou 450002, China
- The Shennong Laboratory, Zhengzhou 450002, China
- Correspondence: (W.L.); (J.T.); Tel.: +86-371-56990188 (W.L.); +86-371-56990336 (J.T.)
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Jiang C, Lei M, Guo Y, Gao G, Shi L, Jin Y, Cai Y, Himmelbach A, Zhou S, He Q, Yao X, Kan J, Haberer G, Duan F, Li L, Liu J, Zhang J, Spannagl M, Liu C, Stein N, Feng Z, Mascher M, Yang P. A reference-guided TILLING by amplicon-sequencing platform supports forward and reverse genetics in barley. PLANT COMMUNICATIONS 2022; 3:100317. [PMID: 35605197 PMCID: PMC9284286 DOI: 10.1016/j.xplc.2022.100317] [Citation(s) in RCA: 11] [Impact Index Per Article: 5.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 11/21/2021] [Revised: 02/13/2022] [Accepted: 03/11/2022] [Indexed: 05/26/2023]
Abstract
Barley is a diploid species with a genome smaller than those of other members of the Triticeae tribe, making it an attractive model for genetic studies in Triticeae crops. The recent development of barley genomics has created a need for a high-throughput platform to identify genetically uniform mutants for gene function investigations. In this study, we report an ethyl methanesulfonate (EMS)-mutagenized population consisting of 8525 M3 lines in the barley landrace "Hatiexi" (HTX), which we complement with a high-quality de novo assembly of a reference genome for this genotype. The mutation rate within the population ranged from 1.51 to 4.09 mutations per megabase, depending on the treatment dosage of EMS and the mutation discrimination platform used for genotype analysis. We implemented a three-dimensional DNA pooling strategy combined with multiplexed amplicon sequencing to create a highly efficient and cost-effective TILLING (targeting induced locus lesion in genomes) platform in barley. Mutations were successfully identified from 72 mixed amplicons within a DNA pool containing 64 individual mutants and from 56 mixed amplicons within a pool containing 144 individuals. We discovered abundant allelic mutants for dozens of genes, including the barley Green Revolution contributor gene Brassinosteroid insensitive 1 (BRI1). As a proof of concept, we rapidly determined the causal gene responsible for a chlorotic mutant by following the MutMap strategy, demonstrating the value of this resource to support forward and reverse genetic studies in barley.
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Affiliation(s)
- Congcong Jiang
- Institute of Crop Sciences, Chinese Academy of Agricultural Sciences, Beijing, China
| | - Miaomiao Lei
- Institute of Crop Sciences, Chinese Academy of Agricultural Sciences, Beijing, China; College of Agronomy, Sichuan Agricultural University, Chengdu, China
| | - Yu Guo
- Leibniz Institute of Plant Genetics and Crop Plant Research (IPK), Seeland, Germany
| | - Guangqi Gao
- Institute of Crop Sciences, Chinese Academy of Agricultural Sciences, Beijing, China
| | - Lijie Shi
- Institute of Crop Sciences, Chinese Academy of Agricultural Sciences, Beijing, China; College of Agronomy, Sichuan Agricultural University, Chengdu, China
| | - Yanlong Jin
- Institute of Crop Sciences, Chinese Academy of Agricultural Sciences, Beijing, China
| | - Yu Cai
- Institute of Crop Sciences, Chinese Academy of Agricultural Sciences, Beijing, China; College of Agronomy, Sichuan Agricultural University, Chengdu, China
| | - Axel Himmelbach
- Leibniz Institute of Plant Genetics and Crop Plant Research (IPK), Seeland, Germany
| | - Shenghui Zhou
- Institute of Crop Sciences, Chinese Academy of Agricultural Sciences, Beijing, China
| | - Qiang He
- Institute of Crop Sciences, Chinese Academy of Agricultural Sciences, Beijing, China
| | - Xuefeng Yao
- Institute of Botany, Chinese Academy of Sciences, Beijing, China
| | - Jinhong Kan
- Institute of Crop Sciences, Chinese Academy of Agricultural Sciences, Beijing, China
| | - Georg Haberer
- Plant Genome and Systems Biology (PGSB), Helmholtz Center Munich, German Research Center for Environmental Health, Neuherberg, Germany
| | - Fengying Duan
- Institute of Crop Sciences, Chinese Academy of Agricultural Sciences, Beijing, China
| | - Lihui Li
- Institute of Crop Sciences, Chinese Academy of Agricultural Sciences, Beijing, China
| | - Jun Liu
- Institute of Crop Sciences, Chinese Academy of Agricultural Sciences, Beijing, China
| | - Jing Zhang
- Institute of Crop Sciences, Chinese Academy of Agricultural Sciences, Beijing, China
| | - Manuel Spannagl
- Plant Genome and Systems Biology (PGSB), Helmholtz Center Munich, German Research Center for Environmental Health, Neuherberg, Germany
| | - Chunming Liu
- Institute of Botany, Chinese Academy of Sciences, Beijing, China
| | - Nils Stein
- Leibniz Institute of Plant Genetics and Crop Plant Research (IPK), Seeland, Germany
| | - Zongyun Feng
- College of Agronomy, Sichuan Agricultural University, Chengdu, China
| | - Martin Mascher
- Leibniz Institute of Plant Genetics and Crop Plant Research (IPK), Seeland, Germany.
| | - Ping Yang
- Institute of Crop Sciences, Chinese Academy of Agricultural Sciences, Beijing, China.
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11
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Schilbert HM, Pucker B, Ries D, Viehöver P, Micic Z, Dreyer F, Beckmann K, Wittkop B, Weisshaar B, Holtgräwe D. Mapping‑by‑Sequencing Reveals Genomic Regions Associated with Seed Quality Parameters in Brassica napus. Genes (Basel) 2022; 13:genes13071131. [PMID: 35885914 PMCID: PMC9317104 DOI: 10.3390/genes13071131] [Citation(s) in RCA: 2] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/31/2022] [Revised: 06/15/2022] [Accepted: 06/22/2022] [Indexed: 11/21/2022] Open
Abstract
Rapeseed (Brassica napus L.) is an important oil crop and has the potential to serve as a highly productive source of protein. This protein exhibits an excellent amino acid composition and has high nutritional value for humans. Seed protein content (SPC) and seed oil content (SOC) are two complex quantitative and polygenic traits which are negatively correlated and assumed to be controlled by additive and epistatic effects. A reduction in seed glucosinolate (GSL) content is desired as GSLs cause a stringent and bitter taste. The goal here was the identification of genomic intervals relevant for seed GSL content and SPC/SOC. Mapping by sequencing (MBS) revealed 30 and 15 new and known genomic intervals associated with seed GSL content and SPC/SOC, respectively. Within these intervals, we identified known but also so far unknown putatively causal genes and sequence variants. A 4 bp insertion in the MYB28 homolog on C09 shows a significant association with a reduction in seed GSL content. This study provides insights into the genetic architecture and potential mechanisms underlying seed quality traits, which will enhance future breeding approaches in B. napus.
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Affiliation(s)
- Hanna Marie Schilbert
- Genetics and Genomics of Plants, CeBiTec & Faculty of Biology, Bielefeld University, Universitätsstraße 27, 33615 Bielefeld, Germany; (H.M.S.); (B.P.); (D.R.); (P.V.); (B.W.)
- Graduate School DILS, Bielefeld Institute for Bioinformatics Infrastructure (BIBI), Faculty of Technology, Bielefeld University, Universitätsstraße 27, 33615 Bielefeld, Germany
| | - Boas Pucker
- Genetics and Genomics of Plants, CeBiTec & Faculty of Biology, Bielefeld University, Universitätsstraße 27, 33615 Bielefeld, Germany; (H.M.S.); (B.P.); (D.R.); (P.V.); (B.W.)
- Plant Biotechnology and Bioinformatics, Institute of Plant Biology & Braunschweig Integrated Centre of Systems Biology (BRICS), TU Braunschweig, Mendelssohnstraße 4, 38106 Braunschweig, Germany
| | - David Ries
- Genetics and Genomics of Plants, CeBiTec & Faculty of Biology, Bielefeld University, Universitätsstraße 27, 33615 Bielefeld, Germany; (H.M.S.); (B.P.); (D.R.); (P.V.); (B.W.)
| | - Prisca Viehöver
- Genetics and Genomics of Plants, CeBiTec & Faculty of Biology, Bielefeld University, Universitätsstraße 27, 33615 Bielefeld, Germany; (H.M.S.); (B.P.); (D.R.); (P.V.); (B.W.)
| | - Zeljko Micic
- Deutsche Saatveredelung AG, Weissenburger Straße 5, 59557 Lippstadt, Germany;
| | - Felix Dreyer
- NPZ Innovation GmbH, Hohenlieth-Hof 1, 24363 Holtsee, Germany; (F.D.); (K.B.)
| | - Katrin Beckmann
- NPZ Innovation GmbH, Hohenlieth-Hof 1, 24363 Holtsee, Germany; (F.D.); (K.B.)
| | - Benjamin Wittkop
- Department of Plant Breeding, Justus Liebig University, Heinrich-Buff-Ring 26-32, 35392 Giessen, Germany;
| | - Bernd Weisshaar
- Genetics and Genomics of Plants, CeBiTec & Faculty of Biology, Bielefeld University, Universitätsstraße 27, 33615 Bielefeld, Germany; (H.M.S.); (B.P.); (D.R.); (P.V.); (B.W.)
| | - Daniela Holtgräwe
- Genetics and Genomics of Plants, CeBiTec & Faculty of Biology, Bielefeld University, Universitätsstraße 27, 33615 Bielefeld, Germany; (H.M.S.); (B.P.); (D.R.); (P.V.); (B.W.)
- Correspondence:
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12
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The Genetic Complexity of Type-IV Trichome Development Reveals the Steps towards an Insect-Resistant Tomato. PLANTS 2022; 11:plants11101309. [PMID: 35631734 PMCID: PMC9148003 DOI: 10.3390/plants11101309] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Received: 04/14/2022] [Revised: 05/11/2022] [Accepted: 05/11/2022] [Indexed: 11/18/2022]
Abstract
The leaves of the wild tomato Solanum galapagense harbor type-IV glandular trichomes (GT) that produce high levels of acylsugars (AS), conferring insect resistance. Conversely, domesticated tomatoes (S. lycopersicum) lack type-IV trichomes on the leaves of mature plants, preventing high AS production, thus rendering the plants more vulnerable to insect predation. We hypothesized that cultivated tomatoes engineered to harbor type-IV trichomes on the leaves of adult plants could be insect-resistant. We introgressed the genetic determinants controlling type-IV trichome development from S. galapagense into cv. Micro-Tom (MT) and created a line named “Galapagos-enhanced trichomes” (MT-Get). Mapping-by-sequencing revealed that five chromosomal regions of S. galapagense were present in MT-Get. Further genetic mapping showed that S. galapagense alleles in chromosomes 1, 2, and 3 were sufficient for the presence of type-IV trichomes on adult organs but at lower densities. Metabolic and gene expression analyses demonstrated that type-IV trichome density was not accompanied by the AS production and exudation in MT-Get. Although the plants produce a significant amount of acylsugars, those are still not enough to make them resistant to whiteflies. We demonstrate that type-IV glandular trichome development is insufficient for high AS accumulation. The results from our study provided additional insights into the steps necessary for breeding an insect-resistant tomato.
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13
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Koppolu R, Jiang G, Milner SG, Muqaddasi QH, Rutten T, Himmelbach A, Guo Y, Stein N, Mascher M, Schnurbusch T. The barley mutant multiflorus2.b reveals quantitative genetic variation for new spikelet architecture. TAG. THEORETICAL AND APPLIED GENETICS. THEORETISCHE UND ANGEWANDTE GENETIK 2022; 135:571-590. [PMID: 34773464 PMCID: PMC8866347 DOI: 10.1007/s00122-021-03986-w] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 04/15/2021] [Accepted: 10/26/2021] [Indexed: 05/26/2023]
Abstract
Spikelet indeterminacy and supernumerary spikelet phenotypes in barley multiflorus2.b mutant show polygenic inheritance. Genetic analysis of multiflorus2.b revealed major QTLs for spikelet determinacy and supernumerary spikelet phenotypes on 2H and 6H chromosomes. Understanding the genetic basis of yield forming factors in small grain cereals is of extreme importance, especially in the wake of stagnation of further yield gains in these crops. One such yield forming factor in these cereals is the number of grain-bearing florets produced per spikelet. Wild-type barley (Hordeum vulgare L.) spikelets are determinate structures, and the spikelet axis (rachilla) degenerates after producing single floret. In contrast, the rachilla of wheat (Triticum ssp.) spikelets, which are indeterminate, elongates to produce up to 12 florets. In our study, we characterized the barley spikelet determinacy mutant multiflorus2.b (mul2.b) that produced up to three fertile florets on elongated rachillae of lateral spikelets. Apart from the lateral spikelet indeterminacy (LS-IN), we also characterized the supernumerary spikelet phenotype in the central spikelets (CS-SS) of mul2.b. Through our phenotypic and genetic analyses, we identified two major QTLs on chromosomes 2H and 6H, and two minor QTLs on 3H for the LS-IN phenotype. For, the CS-SS phenotype, we identified one major QTL on 6H, and a minor QTL on 5H chromosomes. Notably, the 6H QTLs for CS-SS and LS-IN phenotypes co-located with each other, potentially indicating that a single genetic factor might regulate both phenotypes. Thus, our in-depth phenotyping combined with genetic analyses revealed the quantitative nature of the LS-IN and CS-SS phenotypes in mul2.b, paving the way for cloning the genes underlying these QTLs in the future.
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Affiliation(s)
- Ravi Koppolu
- Leibniz Institute of Plant Genetics and Crop Plant Research (IPK), Correns Strasse 3, OT Gatersleben, 06466, Seeland, Germany.
| | - Guojing Jiang
- Leibniz Institute of Plant Genetics and Crop Plant Research (IPK), Correns Strasse 3, OT Gatersleben, 06466, Seeland, Germany
| | - Sara G Milner
- Leibniz Institute of Plant Genetics and Crop Plant Research (IPK), Correns Strasse 3, OT Gatersleben, 06466, Seeland, Germany
| | - Quddoos H Muqaddasi
- Leibniz Institute of Plant Genetics and Crop Plant Research (IPK), Correns Strasse 3, OT Gatersleben, 06466, Seeland, Germany
- BASF Agricultural Solutions GmbH, Am Schwabeplan 8, OT Gatersleben, 06466, Seeland, Germany
| | - Twan Rutten
- Leibniz Institute of Plant Genetics and Crop Plant Research (IPK), Correns Strasse 3, OT Gatersleben, 06466, Seeland, Germany
| | - Axel Himmelbach
- Leibniz Institute of Plant Genetics and Crop Plant Research (IPK), Correns Strasse 3, OT Gatersleben, 06466, Seeland, Germany
| | - Yu Guo
- Leibniz Institute of Plant Genetics and Crop Plant Research (IPK), Correns Strasse 3, OT Gatersleben, 06466, Seeland, Germany
| | - Nils Stein
- Leibniz Institute of Plant Genetics and Crop Plant Research (IPK), Correns Strasse 3, OT Gatersleben, 06466, Seeland, Germany
- Department of Crop Sciences, Center of Integrated Breeding Research (CiBreed), Georg-August-University, 37075, Göttingen, Germany
| | - Martin Mascher
- Leibniz Institute of Plant Genetics and Crop Plant Research (IPK), Correns Strasse 3, OT Gatersleben, 06466, Seeland, Germany
- German Centre for Integrative Biodiversity Research (iDiv) Halle-Jena-Leipzig, Leipzig, Germany
| | - Thorsten Schnurbusch
- Leibniz Institute of Plant Genetics and Crop Plant Research (IPK), Correns Strasse 3, OT Gatersleben, 06466, Seeland, Germany.
- Faculty of Natural Sciences III, Institute of Agricultural and Nutritional Sciences, Martin Luther University Halle-Wittenberg, 06120, Halle, Germany.
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14
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Singh R, Kumar K, Bharadwaj C, Verma PK. Broadening the horizon of crop research: a decade of advancements in plant molecular genetics to divulge phenotype governing genes. PLANTA 2022; 255:46. [PMID: 35076815 DOI: 10.1007/s00425-022-03827-0] [Citation(s) in RCA: 3] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 09/13/2021] [Accepted: 01/08/2022] [Indexed: 06/14/2023]
Abstract
Advancements in sequencing, genotyping, and computational technologies during the last decade (2011-2020) enabled new forward-genetic approaches, which subdue the impediments of precise gene mapping in varied crops. The modern crop improvement programs rely heavily on two major steps-trait-associated QTL/gene/marker's identification and molecular breeding. Thus, it is vital for basic and translational crop research to identify genomic regions that govern the phenotype of interest. Until the advent of next-generation sequencing, the forward-genetic techniques were laborious and time-consuming. Over the last 10 years, advancements in the area of genome assembly, genotyping, large-scale data analysis, and statistical algorithms have led faster identification of genomic variations regulating the complex agronomic traits and pathogen resistance. In this review, we describe the latest developments in genome sequencing and genotyping along with a comprehensive evaluation of the last 10-year headways in forward-genetic techniques that have shifted the focus of plant research from model plants to diverse crops. We have classified the available molecular genetic methods under bulk-segregant analysis-based (QTL-seq, GradedPool-Seq, QTG-Seq, Exome QTL-seq, and RapMap), target sequence enrichment-based (RenSeq, AgRenSeq, and TACCA), and mutation-based groups (MutMap, NIKS algorithm, MutRenSeq, MutChromSeq), alongside improvements in classical mapping and genome-wide association analyses. Newer methods for outcrossing, heterozygous, and polyploid plant genetics have also been discussed. The use of k-mers has enriched the nature of genetic variants which can be utilized to identify the phenotype-causing genes, independent of reference genomes. We envisage that the recent methods discussed herein will expand the repertoire of useful alleles and help in developing high-yielding and climate-resilient crops.
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Affiliation(s)
- Ritu Singh
- Plant Immunity Laboratory, National Institute of Plant Genome Research (NIPGR), Aruna Asaf Ali Marg, New Delhi, 110067, India
| | - Kamal Kumar
- Plant Immunity Laboratory, National Institute of Plant Genome Research (NIPGR), Aruna Asaf Ali Marg, New Delhi, 110067, India
| | - Chellapilla Bharadwaj
- Division of Genetics, ICAR-Indian Agricultural Research Institute (IARI), New Delhi, 110020, India
| | - Praveen Kumar Verma
- Plant Immunity Laboratory, National Institute of Plant Genome Research (NIPGR), Aruna Asaf Ali Marg, New Delhi, 110067, India.
- Plant Immunity Laboratory, School of Life Sciences, Jawaharlal Nehru University, New Delhi, 110067, India.
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15
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Cornet F, Pillot JP, Le Bris P, Pouvreau JB, Arnaud N, de Saint Germain A, Rameau C. Strigolactones (SLs) modulate the plastochron by regulating KLUH (KLU) transcript abundance in Arabidopsis. THE NEW PHYTOLOGIST 2021; 232:1909-1916. [PMID: 34498760 DOI: 10.1111/nph.17725] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 06/30/2021] [Accepted: 09/04/2021] [Indexed: 06/13/2023]
Abstract
The timing of leaf emergence at the shoot apical meristem, or plastochron, is highly regulated in plants. Among the genes known to regulate the plastochron in Arabidopsis (Arabidopsis thaliana), KLUH (KLU), orthologous to the rice (Oryza sativa) PLASTOCHRON1, encodes the cytochrome P450 CYP78A5, and is thought to act through generation of a still unknown mobile signal. As klu mutants display not only a short plastochron but also a branching phenotype reminiscent of strigolactone (SL) mutants, we investigated whether KLU/CYP78A5 is involved in SL biosynthesis. We combined a genetic approach, a parasitic plant seed germination bioassay to test klu root exudates, and analysis of transcript abundances of SL-biosynthesis genes in the Arabidopsis klu mutants. We demonstrate that KLU is not involved in the SL-biosynthesis pathway. Moreover, this work allowed us to uncover a new role for SL during Arabidopsis development in modulating plastochron via a KLU-dependent pathway. Globally our data reveal that KLU is required for plastochron-specific SL responses, a first indication of crosstalk between SL and the KLU-derived signal.
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Affiliation(s)
- Florent Cornet
- Institut Jean-Pierre Bourgin, INRAE, AgroParisTech, Université Paris-Saclay, Versailles, 78000, France
- Université Paris-Saclay, Orsay, 91405, France
| | - Jean-Paul Pillot
- Institut Jean-Pierre Bourgin, INRAE, AgroParisTech, Université Paris-Saclay, Versailles, 78000, France
| | - Philippe Le Bris
- Institut Jean-Pierre Bourgin, INRAE, AgroParisTech, Université Paris-Saclay, Versailles, 78000, France
| | - Jean-Bernard Pouvreau
- Laboratoire de Biologie et Pathologie Végétales, LBPV, Université de Nantes, EA 1157, Nantes, F-44000, France
| | - Nicolas Arnaud
- Institut Jean-Pierre Bourgin, INRAE, AgroParisTech, Université Paris-Saclay, Versailles, 78000, France
| | | | - Catherine Rameau
- Institut Jean-Pierre Bourgin, INRAE, AgroParisTech, Université Paris-Saclay, Versailles, 78000, France
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Karaman K, Kizil S, Başak M, Uzun B, Yol E. Development of EMS-induced Mutagenized Groundnut Population and Discovery of Point Mutations in the ahFAD2 and Ara h 1 Genes by TILLING. J Oleo Sci 2021; 70:1631-1640. [PMID: 34732635 DOI: 10.5650/jos.ess21075] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/13/2022] Open
Abstract
Reducing allergenicity and increasing oleic content are important goals in groundnut breeding studies. Ara h 1 is a major allergen gene and Delta(12)-fatty-acid desaturase (FAD2) is responsible for converting oleic into linoleic acid. These genes have homoeologues with one copy in each subgenome, identified as Ara h 1.01, Ara h 1.02, ahFAD2A and ahFAD2B in tetraploid groundnut. To alter functional properties of these genes we have generated an Ethyl Methane Sulfonate (EMS) induced mutant population to be used in Targeting Induced Local Lesions in Genomes (TILLING) approach. Seeds were exposed to two EMS concentrations and the germination rates were calculated as 90.1% (1353 plants) for 0.4% and 60.4% (906 plants) for 1.2% EMS concentrations in the M1 generation. Among the 1541 M2 mutants, 768 were analyzed by TILLING using four homoeologous genes. Two heterozygous mutations were identified in the ahFAD2B and ahFAD2A gene regions from 1.2% and 0.4% EMS-treated populations, respectively. The mutation in ahFAD2B resulted in an amino acid change, which was serine to threonine predicted to be tolerated according to SIFT analysis. The other mutation causing amino acid change, glycine to aspartic acid was predicted to affect protein function in ahFAD2A. No mutations were detected in Ara h 1.01 and Ara h 1.02 for both EMS-treatments after sequencing. We estimated the overall mutation rate to be 1 mutation every 2139 kb. The mutation frequencies were also 1/317 kb for ahFAD2A in 0.4% EMS and 1/466 kb for ahFAD2B in 1.2% EMS treatments. The results demonstrated that TILLING is a powerful tool to interfere with gene function in crops and the mutagenized population developed in this study can be used as an efficient reverse genetics tool for groundnut improvement and functional genomics.
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Affiliation(s)
- Kürşat Karaman
- Department of Field Crops, Faculty of Agriculture, Akdeniz University
| | - Sibel Kizil
- Department of Field Crops, Faculty of Agriculture, Akdeniz University
| | - Merve Başak
- Department of Medicinal and Aromatic Plants, Akev University
| | - Bülent Uzun
- Department of Field Crops, Faculty of Agriculture, Akdeniz University
| | - Engin Yol
- Department of Field Crops, Faculty of Agriculture, Akdeniz University
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17
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Gao J, Shi Y, Wang W, Wang YH, Yang H, Shi QH, Chen JP, Sun YR, Cai LW. Genome sequencing identified novel mechanisms underlying virescent mutation in upland cotton Gossypiuma hirsutum. BMC Genomics 2021; 22:498. [PMID: 34217203 PMCID: PMC8254239 DOI: 10.1186/s12864-021-07810-z] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/09/2021] [Accepted: 06/14/2021] [Indexed: 08/26/2023] Open
Abstract
Background Virescent mutation broadly exists in plants and is an ideal experimental material to investigate regulatory mechanisms underlying chlorophyll synthesis, photosynthesis and plant growth. Up to date, the molecular mechanisms in two virescent mutations have been clarified in cottons (Gossypiuma hirsutum). A virescent mutation has been found in the cotton strain Sumian 22, and the underlying molecular mechanisms have been studied. Methods The virescent mutant and wild type (WT) of Sumian 22 were cross-bred, and the F1 population were self-pollinated to calculate the segregation ratio. Green and yellow leaves from F2 populations were subjected to genome sequencing and bulked-segregant analysis was performed to screen mutations. Real-time quantitative PCR (RT-qPCR) were performed to identify genes in relations to chlorophyll synthesis. Intermediate products for chlorophyll synthesis were determined to validate the RT-qPCR results. Results The segregation ratio of green and virescent plants in F2 population complied with 3:1. Compared with WT, a 0.34 Mb highly mutated interval was identified on the chromosome D10 in mutant, which contained 31 genes. Among them, only ABCI1 displayed significantly lower levels in mutant than in WT. Meanwhile, the contents of Mg-protoporphyrin IX, protochlorophyllide, chlorophyll a and b were all significantly lower in mutant than in WT, which were consistent with the inhibited levels of ABCI1. In addition, a mutation from A to T at the -317 bp position from the start codon of ABCI1 was observed in the genome sequence of mutant. Conclusions Inhibited transcription of ABCI1 might be the mechanism causing virescent mutation in Sumian 22 cotton, which reduced the transportation of protoporphyrin IX to plastid, and then inhibited Mg-protoporphyrin IX, Protochlorophyllide and finally chlorophyll synthesis. These results provided novel insights into the molecular mechanisms underlying virescent mutation in cotton. Supplementary Information The online version contains supplementary material available at 10.1186/s12864-021-07810-z.
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Affiliation(s)
- Jin Gao
- Jiangsu Coastal Area Institute of Agricultural Sciences/Observation and Experimental Station of Saline Land of Costal Area, Ministry of Agriculture, Yancheng, 224002, Jiangsu, People's Republic of China
| | - Yang Shi
- Jiangsu Coastal Area Institute of Agricultural Sciences/Observation and Experimental Station of Saline Land of Costal Area, Ministry of Agriculture, Yancheng, 224002, Jiangsu, People's Republic of China
| | - Wei Wang
- Jiangsu Coastal Area Institute of Agricultural Sciences/Observation and Experimental Station of Saline Land of Costal Area, Ministry of Agriculture, Yancheng, 224002, Jiangsu, People's Republic of China
| | - Yong-Hui Wang
- Jiangsu Coastal Area Institute of Agricultural Sciences/Observation and Experimental Station of Saline Land of Costal Area, Ministry of Agriculture, Yancheng, 224002, Jiangsu, People's Republic of China
| | - Hua Yang
- Jiangsu Coastal Area Institute of Agricultural Sciences/Observation and Experimental Station of Saline Land of Costal Area, Ministry of Agriculture, Yancheng, 224002, Jiangsu, People's Republic of China
| | - Qing-Hua Shi
- Jiangsu Coastal Area Institute of Agricultural Sciences/Observation and Experimental Station of Saline Land of Costal Area, Ministry of Agriculture, Yancheng, 224002, Jiangsu, People's Republic of China
| | - Jian-Ping Chen
- Jiangsu Coastal Area Institute of Agricultural Sciences/Observation and Experimental Station of Saline Land of Costal Area, Ministry of Agriculture, Yancheng, 224002, Jiangsu, People's Republic of China
| | - Yan-Ru Sun
- Jiangsu Coastal Area Institute of Agricultural Sciences/Observation and Experimental Station of Saline Land of Costal Area, Ministry of Agriculture, Yancheng, 224002, Jiangsu, People's Republic of China
| | - Li-Wang Cai
- Jiangsu Coastal Area Institute of Agricultural Sciences/Observation and Experimental Station of Saline Land of Costal Area, Ministry of Agriculture, Yancheng, 224002, Jiangsu, People's Republic of China.
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18
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Sinha P, Singh VK, Bohra A, Kumar A, Reif JC, Varshney RK. Genomics and breeding innovations for enhancing genetic gain for climate resilience and nutrition traits. TAG. THEORETICAL AND APPLIED GENETICS. THEORETISCHE UND ANGEWANDTE GENETIK 2021; 134:1829-1843. [PMID: 34014373 PMCID: PMC8205890 DOI: 10.1007/s00122-021-03847-6] [Citation(s) in RCA: 16] [Impact Index Per Article: 5.3] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 12/15/2020] [Accepted: 04/29/2021] [Indexed: 05/03/2023]
Abstract
KEY MESSAGE Integrating genomics technologies and breeding methods to tweak core parameters of the breeder's equation could accelerate delivery of climate-resilient and nutrient rich crops for future food security. Accelerating genetic gain in crop improvement programs with respect to climate resilience and nutrition traits, and the realization of the improved gain in farmers' fields require integration of several approaches. This article focuses on innovative approaches to address core components of the breeder's equation. A prerequisite to enhancing genetic variance (σ2g) is the identification or creation of favorable alleles/haplotypes and their deployment for improving key traits. Novel alleles for new and existing target traits need to be accessed and added to the breeding population while maintaining genetic diversity. Selection intensity (i) in the breeding program can be improved by testing a larger population size, enabled by the statistical designs with minimal replications and high-throughput phenotyping. Selection priorities and criteria to select appropriate portion of the population too assume an important role. The most important component of breeder's equation is heritability (h2). Heritability estimates depend on several factors including the size and the type of population and the statistical methods. The present article starts with a brief discussion on the potential ways to enhance σ2g in the population. We highlight statistical methods and experimental designs that could improve trait heritability estimation. We also offer a perspective on reducing the breeding cycle time (t), which could be achieved through the selection of appropriate parents, optimizing the breeding scheme, rapid fixation of target alleles, and combining speed breeding with breeding programs to optimize trials for release. Finally, we summarize knowledge from multiple disciplines for enhancing genetic gains for climate resilience and nutritional traits.
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Affiliation(s)
- Pallavi Sinha
- International Crops Research Institute for the Semi-Arid Tropics (ICRISAT), Hyderabad, India
- International Rice Research Institute (IRRI), IRRI South Asia Hub, ICRISAT, Hyderabad, India
| | - Vikas K Singh
- International Rice Research Institute (IRRI), IRRI South Asia Hub, ICRISAT, Hyderabad, India
| | - Abhishek Bohra
- ICAR- Indian Institute of Pulses Research (IIPR), Kanpur, India
| | - Arvind Kumar
- International Crops Research Institute for the Semi-Arid Tropics (ICRISAT), Hyderabad, India
| | - Jochen C Reif
- Leibniz Institute of Plant Genetics and Crop Plant Research (IPK), Gatersleben, Germany
| | - Rajeev K Varshney
- International Crops Research Institute for the Semi-Arid Tropics (ICRISAT), Hyderabad, India.
- State Agricultural Biotechnology Centre, Centre for Crop and Food Innovation, Food Futures Institute, Murdoch University, Murdoch, WA, Australia.
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Hibara KI, Miya M, Benvenuto SA, Hibara-Matsuo N, Mimura M, Yoshikawa T, Suzuki M, Kusaba M, Taketa S, Itoh JI. Regulation of the plastochron by three many-noded dwarf genes in barley. PLoS Genet 2021; 17:e1009292. [PMID: 33970916 PMCID: PMC8136844 DOI: 10.1371/journal.pgen.1009292] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/10/2020] [Revised: 05/20/2021] [Accepted: 04/06/2021] [Indexed: 11/18/2022] Open
Abstract
The plastochron, the time interval between the formation of two successive leaves, is an important determinant of plant architecture. We genetically and phenotypically investigated many-noded dwarf (mnd) mutants in barley. The mnd mutants exhibited a shortened plastochron and a decreased leaf blade length, and resembled previously reported plastochron1 (pla1), pla2, and pla3 mutants in rice. In addition, the maturation of mnd leaves was accelerated, similar to pla mutants in rice. Several barley mnd alleles were derived from three genes-MND1, MND4, and MND8. Although MND4 coincided with a cytochrome P450 family gene that is a homolog of rice PLA1, we clarified that MND1 and MND8 encode an N-acetyltransferase-like protein and a MATE transporter-family protein, which are respectively orthologs of rice GW6a and maize BIGE1 and unrelated to PLA2 or PLA3. Expression analyses of the three MND genes revealed that MND1 and MND4 were expressed in limited regions of the shoot apical meristem and leaf primordia, but MND8 did not exhibit a specific expression pattern around the shoot apex. In addition, the expression levels of the three genes were interdependent among the various mutant backgrounds. Genetic analyses using the double mutants mnd4mnd8 and mnd1mnd8 indicated that MND1 and MND4 regulate the plastochron independently of MND8, suggesting that the plastochron in barley is controlled by multiple genetic pathways involving MND1, MND4, and MND8. Correlation analysis between leaf number and leaf blade length indicated that both traits exhibited a strong negative association among different genetic backgrounds but not in the same genetic background. We propose that MND genes function in the regulation of the plastochron and leaf growth and revealed conserved and diverse aspects of plastochron regulation via comparative analysis of barley and rice.
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Affiliation(s)
- Ken-Ichiro Hibara
- Graduate School of Agricultural Regional Vitalization, Kibi International University, Minamiawaji, Japan
| | - Masayuki Miya
- Graduate School of Agricultural and Life Sciences, The University of Tokyo, Tokyo, Japan
| | - Sean Akira Benvenuto
- Graduate School of Agricultural and Life Sciences, The University of Tokyo, Tokyo, Japan
| | - Naoko Hibara-Matsuo
- Graduate School of Agricultural Regional Vitalization, Kibi International University, Minamiawaji, Japan
| | | | | | - Masaharu Suzuki
- Horticultural Sciences Department, University of Florida, Gainesville, Florida, United States of America
| | - Makoto Kusaba
- Graduate School of Integrated Sciences for Life, Hiroshima University, Higashi-Hiroshima, Japan
| | - Shin Taketa
- Group of Genetic Resources and Functions, Institute of Plant Science and Resources, Okayama University, Kurashiki, Japan
| | - Jun-Ichi Itoh
- Graduate School of Agricultural and Life Sciences, The University of Tokyo, Tokyo, Japan
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20
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Shao Y, Lehner KR, Zhou H, Taylor I, Zhu M, Mao C, Benfey PN. VAP-RELATED SUPPRESSORS OF TOO MANY MOUTHS (VST) family proteins are regulators of root system architecture. PLANT PHYSIOLOGY 2021; 185:457-468. [PMID: 33721897 PMCID: PMC8133634 DOI: 10.1093/plphys/kiaa036] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 05/14/2020] [Accepted: 11/02/2020] [Indexed: 06/12/2023]
Abstract
Root system architecture (RSA) is a key factor in the efficiency of nutrient capture and water uptake in plants. Understanding the genetic control of RSA will be useful in minimizing fertilizer and water usage in agricultural cropping systems. Using a hydroponic screen and a gel-based imaging system, we identified a rice (Oryza sativa) gene, VAP-RELATED SUPPRESSOR OF TOO MANY MOUTHS1 (OsVST1), which plays a key role in controlling RSA. This gene encodes a homolog of the VAP-RELATED SUPPRESSORS OF TOO MANY MOUTHS (VST) proteins in Arabidopsis (Arabidopsis thaliana), which promote signaling in stomata by mediating plasma membrane-endoplasmic reticulum contacts. OsVST1 mutants have shorter primary roots, decreased root meristem size, and a more compact RSA. We show that the Arabidopsis VST triple mutants have similar phenotypes, with reduced primary root growth and smaller root meristems. Expression of OsVST1 largely complements the short root length and reduced plant height in the Arabidopsis triple mutant, supporting conservation of function between rice and Arabidopsis VST proteins. In a field trial, mutations in OsVST1 did not adversely affect grain yield, suggesting that modulation of this gene could be used as a way to optimize RSA without an inherent yield penalty.
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Affiliation(s)
- Yanlin Shao
- State Key Laboratory of Plant Physiology and Biochemistry, College of Life Sciences, Zhejiang University, Hangzhou 310058, China
| | - Kevin R Lehner
- Department of Biology, Duke University, Durham, NC 27708, USA
| | - Hongzhu Zhou
- State Key Laboratory of Plant Physiology and Biochemistry, College of Life Sciences, Zhejiang University, Hangzhou 310058, China
| | - Isaiah Taylor
- Department of Biology, Duke University, Durham, NC 27708, USA
- HHMI, Duke University, Durham, NC 27708, USA
| | - Mingyuan Zhu
- Department of Biology, Duke University, Durham, NC 27708, USA
- HHMI, Duke University, Durham, NC 27708, USA
| | - Chuanzao Mao
- State Key Laboratory of Plant Physiology and Biochemistry, College of Life Sciences, Zhejiang University, Hangzhou 310058, China
| | - Philip N Benfey
- Department of Biology, Duke University, Durham, NC 27708, USA
- HHMI, Duke University, Durham, NC 27708, USA
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21
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Tamang P, Richards JK, Solanki S, Ameen G, Sharma Poudel R, Deka P, Effertz K, Clare SJ, Hegstad J, Bezbaruah A, Li X, Horsley RD, Friesen TL, Brueggeman RS. The Barley HvWRKY6 Transcription Factor Is Required for Resistance Against Pyrenophora teres f. teres. Front Genet 2021; 11:601500. [PMID: 33519904 PMCID: PMC7844392 DOI: 10.3389/fgene.2020.601500] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/01/2020] [Accepted: 12/14/2020] [Indexed: 11/25/2022] Open
Abstract
Barley is an important cereal crop worldwide because of its use in the brewing and distilling industry. However, adequate supplies of quality malting barley are threatened by global climate change due to drought in some regions and excess precipitation in others, which facilitates epidemics caused by fungal pathogens. The disease net form net blotch caused by the necrotrophic fungal pathogen Pyrenophora teres f. teres (Ptt) has emerged as a global threat to barley production and diverse populations of Ptt have shown a capacity to overcome deployed genetic resistances. The barley line CI5791 exhibits remarkably effective resistance to diverse Ptt isolates from around the world that maps to two major QTL on chromosomes 3H and 6H. To identify genes involved in this effective resistance, CI5791 seed were γ-irradiated and two mutants, designated CI5791-γ3 and CI5791-γ8, with compromised Ptt resistance were identified from an M2 population. Phenotyping of CI5791-γ3 and -γ8 × Heartland F2 populations showed three resistant to one susceptible segregation ratios and CI5791-γ3 × -γ8 F1 individuals were susceptible, thus these independent mutants are in a single allelic gene. Thirty-four homozygous mutant (susceptible) CI5791-γ3 × Heartland F2 individuals, representing 68 recombinant gametes, were genotyped via PCR genotype by sequencing. The data were used for single marker regression mapping placing the mutation on chromosome 3H within an approximate 75 cM interval encompassing the 3H CI5791 resistance QTL. Sequencing of the mutants and wild-type (WT) CI5791 genomic DNA following exome capture identified independent mutations of the HvWRKY6 transcription factor located on chromosome 3H at ∼50.7 cM, within the genetically delimited region. Post transcriptional gene silencing of HvWRKY6 in barley line CI5791 resulted in Ptt susceptibility, confirming that it functions in NFNB resistance, validating it as the gene underlying the mutant phenotypes. Allele analysis and transcript regulation of HvWRKY6 from resistant and susceptible lines revealed sequence identity and upregulation upon pathogen challenge in all genotypes analyzed, suggesting a conserved transcription factor is involved in the defense against the necrotrophic pathogen. We hypothesize that HvWRKY6 functions as a conserved signaling component of defense mechanisms that restricts Ptt growth in barley.
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Affiliation(s)
- Prabin Tamang
- Department of Plant Pathology, North Dakota State University, Fargo, ND, United States
| | - Jonathan K Richards
- Department of Plant Pathology and Crop Physiology, Louisiana State University, Baton Rouge, LA, United States
| | - Shyam Solanki
- Department of Crop and Soil Sciences, Washington State University, Pullman, WA, United States
| | - Gazala Ameen
- Department of Crop and Soil Sciences, Washington State University, Pullman, WA, United States
| | - Roshan Sharma Poudel
- Department of Plant Pathology, North Dakota State University, Fargo, ND, United States
| | - Priyanka Deka
- Department of Civil and Environmental Engineering, North Dakota State University, Fargo, ND, United States
| | - Karl Effertz
- Department of Crop and Soil Sciences, Washington State University, Pullman, WA, United States
| | - Shaun J Clare
- Department of Crop and Soil Sciences, Washington State University, Pullman, WA, United States
| | - Justin Hegstad
- Department of Plant Sciences, North Dakota State University, Fargo, ND, United States
| | - Achintya Bezbaruah
- Department of Civil and Environmental Engineering, North Dakota State University, Fargo, ND, United States
| | - Xuehui Li
- Department of Plant Sciences, North Dakota State University, Fargo, ND, United States
| | - Richard D Horsley
- Department of Plant Sciences, North Dakota State University, Fargo, ND, United States
| | - Timothy L Friesen
- Department of Plant Pathology, North Dakota State University, Fargo, ND, United States.,Cereal Crops Research Unit, United States Department of Argiculture - Agricultural Research Service, Edward T. Schafer Agricultural Research Center, Fargo, ND, United States
| | - Robert S Brueggeman
- Department of Plant Pathology, North Dakota State University, Fargo, ND, United States.,Department of Crop and Soil Sciences, Washington State University, Pullman, WA, United States
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22
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Jayakodi M, Padmarasu S, Haberer G, Bonthala VS, Gundlach H, Monat C, Lux T, Kamal N, Lang D, Himmelbach A, Ens J, Zhang XQ, Angessa TT, Zhou G, Tan C, Hill C, Wang P, Schreiber M, Boston LB, Plott C, Jenkins J, Guo Y, Fiebig A, Budak H, Xu D, Zhang J, Wang C, Grimwood J, Schmutz J, Guo G, Zhang G, Mochida K, Hirayama T, Sato K, Chalmers KJ, Langridge P, Waugh R, Pozniak CJ, Scholz U, Mayer KFX, Spannagl M, Li C, Mascher M, Stein N. The barley pan-genome reveals the hidden legacy of mutation breeding. Nature 2020; 588:284-289. [PMID: 33239781 PMCID: PMC7759462 DOI: 10.1038/s41586-020-2947-8] [Citation(s) in RCA: 248] [Impact Index Per Article: 62.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/03/2020] [Accepted: 09/09/2020] [Indexed: 12/25/2022]
Abstract
Genetic diversity is key to crop improvement. Owing to pervasive genomic structural variation, a single reference genome assembly cannot capture the full complement of sequence diversity of a crop species (known as the 'pan-genome'1). Multiple high-quality sequence assemblies are an indispensable component of a pan-genome infrastructure. Barley (Hordeum vulgare L.) is an important cereal crop with a long history of cultivation that is adapted to a wide range of agro-climatic conditions2. Here we report the construction of chromosome-scale sequence assemblies for the genotypes of 20 varieties of barley-comprising landraces, cultivars and a wild barley-that were selected as representatives of global barley diversity. We catalogued genomic presence/absence variants and explored the use of structural variants for quantitative genetic analysis through whole-genome shotgun sequencing of 300 gene bank accessions. We discovered abundant large inversion polymorphisms and analysed in detail two inversions that are frequently found in current elite barley germplasm; one is probably the product of mutation breeding and the other is tightly linked to a locus that is involved in the expansion of geographical range. This first-generation barley pan-genome makes previously hidden genetic variation accessible to genetic studies and breeding.
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Affiliation(s)
- Murukarthick Jayakodi
- Leibniz Institute of Plant Genetics and Crop Plant Research (IPK) Gatersleben, Seeland, Germany
| | - Sudharsan Padmarasu
- Leibniz Institute of Plant Genetics and Crop Plant Research (IPK) Gatersleben, Seeland, Germany
| | - Georg Haberer
- Plant Genome and Systems Biology (PGSB), Helmholtz Center Munich, German Research Center for Environmental Health, Neuherberg, Germany
| | - Venkata Suresh Bonthala
- Plant Genome and Systems Biology (PGSB), Helmholtz Center Munich, German Research Center for Environmental Health, Neuherberg, Germany
| | - Heidrun Gundlach
- Plant Genome and Systems Biology (PGSB), Helmholtz Center Munich, German Research Center for Environmental Health, Neuherberg, Germany
| | - Cécile Monat
- Leibniz Institute of Plant Genetics and Crop Plant Research (IPK) Gatersleben, Seeland, Germany
| | - Thomas Lux
- Plant Genome and Systems Biology (PGSB), Helmholtz Center Munich, German Research Center for Environmental Health, Neuherberg, Germany
| | - Nadia Kamal
- Plant Genome and Systems Biology (PGSB), Helmholtz Center Munich, German Research Center for Environmental Health, Neuherberg, Germany
| | - Daniel Lang
- Plant Genome and Systems Biology (PGSB), Helmholtz Center Munich, German Research Center for Environmental Health, Neuherberg, Germany
| | - Axel Himmelbach
- Leibniz Institute of Plant Genetics and Crop Plant Research (IPK) Gatersleben, Seeland, Germany
| | - Jennifer Ens
- Department of Plant Sciences, University of Saskatchewan, Saskatoon, Saskatchewan, Canada
| | - Xiao-Qi Zhang
- Western Barley Genetics Alliance, State Agricultural Biotechnology Centre, College of Science, Health, Engineering and Education, Murdoch University, Murdoch, Western Australia, Australia
| | - Tefera T Angessa
- Western Barley Genetics Alliance, State Agricultural Biotechnology Centre, College of Science, Health, Engineering and Education, Murdoch University, Murdoch, Western Australia, Australia
| | - Gaofeng Zhou
- Western Barley Genetics Alliance, State Agricultural Biotechnology Centre, College of Science, Health, Engineering and Education, Murdoch University, Murdoch, Western Australia, Australia
- Agriculture and Food, Department of Primary Industries and Regional Development, South Perth, Western Australia, Australia
| | - Cong Tan
- Western Barley Genetics Alliance, State Agricultural Biotechnology Centre, College of Science, Health, Engineering and Education, Murdoch University, Murdoch, Western Australia, Australia
| | - Camilla Hill
- Western Barley Genetics Alliance, State Agricultural Biotechnology Centre, College of Science, Health, Engineering and Education, Murdoch University, Murdoch, Western Australia, Australia
| | - Penghao Wang
- Western Barley Genetics Alliance, State Agricultural Biotechnology Centre, College of Science, Health, Engineering and Education, Murdoch University, Murdoch, Western Australia, Australia
| | | | - Lori B Boston
- HudsonAlpha, Institute for Biotechnology, Huntsville, AL, USA
| | | | - Jerry Jenkins
- HudsonAlpha, Institute for Biotechnology, Huntsville, AL, USA
| | - Yu Guo
- Leibniz Institute of Plant Genetics and Crop Plant Research (IPK) Gatersleben, Seeland, Germany
| | - Anne Fiebig
- Leibniz Institute of Plant Genetics and Crop Plant Research (IPK) Gatersleben, Seeland, Germany
| | | | - Dongdong Xu
- Institute of Crop Sciences, Chinese Academy of Agricultural Sciences (ICS-CAAS), Beijing, China
| | - Jing Zhang
- Institute of Crop Sciences, Chinese Academy of Agricultural Sciences (ICS-CAAS), Beijing, China
| | - Chunchao Wang
- Institute of Crop Sciences, Chinese Academy of Agricultural Sciences (ICS-CAAS), Beijing, China
| | - Jane Grimwood
- HudsonAlpha, Institute for Biotechnology, Huntsville, AL, USA
| | - Jeremy Schmutz
- HudsonAlpha, Institute for Biotechnology, Huntsville, AL, USA
| | - Ganggang Guo
- Institute of Crop Sciences, Chinese Academy of Agricultural Sciences (ICS-CAAS), Beijing, China
| | - Guoping Zhang
- College of Agriculture and Biotechnology, Zhejiang University, Hangzhou, China
| | - Keiichi Mochida
- Bioproductivity Informatics Research Team, RIKEN Center for Sustainable Resource Science, Yokohama, Japan
- Kihara Institute for Biological Research, Yokohama City University, Yokohama, Japan
- Institute of Plant Science and Resources, Okayama University, Kurashiki, Japan
| | - Takashi Hirayama
- Institute of Plant Science and Resources, Okayama University, Kurashiki, Japan
| | - Kazuhiro Sato
- Institute of Plant Science and Resources, Okayama University, Kurashiki, Japan
| | - Kenneth J Chalmers
- School of Agriculture, Food and Wine, University of Adelaide, Glen Osmond, South Australia, Australia
| | - Peter Langridge
- School of Agriculture, Food and Wine, University of Adelaide, Glen Osmond, South Australia, Australia
| | - Robbie Waugh
- The James Hutton Institute, Dundee, UK
- School of Agriculture, Food and Wine, University of Adelaide, Glen Osmond, South Australia, Australia
- School of Life Sciences, University of Dundee, Dundee, UK
| | - Curtis J Pozniak
- Department of Plant Sciences, University of Saskatchewan, Saskatoon, Saskatchewan, Canada
| | - Uwe Scholz
- Leibniz Institute of Plant Genetics and Crop Plant Research (IPK) Gatersleben, Seeland, Germany
| | - Klaus F X Mayer
- Plant Genome and Systems Biology (PGSB), Helmholtz Center Munich, German Research Center for Environmental Health, Neuherberg, Germany
- School of Life Sciences Weihenstephan, Technical University of Munich, Freising, Germany
| | - Manuel Spannagl
- Plant Genome and Systems Biology (PGSB), Helmholtz Center Munich, German Research Center for Environmental Health, Neuherberg, Germany
| | - Chengdao Li
- Western Barley Genetics Alliance, State Agricultural Biotechnology Centre, College of Science, Health, Engineering and Education, Murdoch University, Murdoch, Western Australia, Australia.
- Agriculture and Food, Department of Primary Industries and Regional Development, South Perth, Western Australia, Australia.
- Hubei Collaborative Innovation Centre for Grain Industry, Yangtze University, Jingzhou, China.
| | - Martin Mascher
- Leibniz Institute of Plant Genetics and Crop Plant Research (IPK) Gatersleben, Seeland, Germany.
- German Centre for Integrative Biodiversity Research (iDiv) Halle-Jena-Leipzig, Leipzig, Germany.
| | - Nils Stein
- Leibniz Institute of Plant Genetics and Crop Plant Research (IPK) Gatersleben, Seeland, Germany.
- Center for Integrated Breeding Research (CiBreed), Georg-August-University Göttingen, Göttingen, Germany.
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23
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Deng Y, Ning Y, Yang DL, Zhai K, Wang GL, He Z. Molecular Basis of Disease Resistance and Perspectives on Breeding Strategies for Resistance Improvement in Crops. MOLECULAR PLANT 2020; 13:1402-1419. [PMID: 32979566 DOI: 10.1016/j.molp.2020.09.018] [Citation(s) in RCA: 39] [Impact Index Per Article: 9.8] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 05/08/2020] [Revised: 08/31/2020] [Accepted: 09/19/2020] [Indexed: 05/24/2023]
Abstract
Crop diseases are major factors responsible for substantial yield losses worldwide, which affects global food security. The use of resistance (R) genes is an effective and sustainable approach to controlling crop diseases. Here, we review recent advances on R gene studies in the major crops and related wild species. Current understanding of the molecular mechanisms underlying R gene activation and signaling, and susceptibility (S) gene-mediated resistance in crops are summarized and discussed. Furthermore, we propose some new strategies for R gene discovery, how to balance resistance and yield, and how to generate crops with broad-spectrum disease resistance. With the rapid development of new genome-editing technologies and the availability of increasing crop genome sequences, the goal of breeding next-generation crops with durable resistance to pathogens is achievable, and will be a key step toward increasing crop production in a sustainable way.
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Affiliation(s)
- Yiwen Deng
- National Key Laboratory of Plant Molecular Genetics, CAS Center for Excellence in Molecular Plant Sciences/Shanghai Institute of Plant Physiology & Ecology, Chinese Academy of Sciences, Shanghai 200032, China
| | - Yuese Ning
- State Key Laboratory for Biology of Plant Diseases and Insect Pests, Institute of Plant Protection, Chinese Academy of Agricultural Sciences, Beijing 100193, China
| | - Dong-Lei Yang
- State Key Laboratory of Crop Genetics and Germplasm Enhancement, Nanjing Agricultural University, Nanjing 210095, China
| | - Keran Zhai
- National Key Laboratory of Plant Molecular Genetics, CAS Center for Excellence in Molecular Plant Sciences/Shanghai Institute of Plant Physiology & Ecology, Chinese Academy of Sciences, Shanghai 200032, China
| | - Guo-Liang Wang
- Department of Plant Pathology, Ohio State University, Columbus, OH 43210, USA.
| | - Zuhua He
- National Key Laboratory of Plant Molecular Genetics, CAS Center for Excellence in Molecular Plant Sciences/Shanghai Institute of Plant Physiology & Ecology, Chinese Academy of Sciences, Shanghai 200032, China.
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24
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Abstract
Barley (Hordeum vulgare), one of the most widely cultivated cereal crops, possesses a large genome of 5.1 Gbp. Through various international collaborations, the genome has recently been sequenced and assembled at the chromosome-scale by exploiting available genetic and genomic resources. Many wild and cultivated barley accessions have been collected and preserved around the world. These accessions are crucial to obtain diverse natural and induced barley variants. The barley bioresource project aims to investigate the diversity of this crop based on purified seed and DNA samples of a large number of collected accessions. The long-term goal of this project is to analyse the genome sequences of major barley accessions worldwide. In view of technical limitations, a strategy has been employed to establish the exome structure of a selected number of accessions and to perform high-quality chromosome-scale assembly of the genomes of several major representative accessions. For the future project, an efficient annotation pipeline is essential for establishing the function of genomes and genes as well as for using this information for sequence-based digital barley breeding. In this article, the author reviews the existing barley resources along with their applications and discuss possible future directions of research in barley genomics.
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Affiliation(s)
- Kazuhiro Sato
- Institute of Plant Science and Resources, Okayama University, Kurashiki 710-0046, Japan
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25
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Lin X, Armstrong M, Baker K, Wouters D, Visser RGF, Wolters PJ, Hein I, Vleeshouwers VGAA. RLP/K enrichment sequencing; a novel method to identify receptor-like protein (RLP) and receptor-like kinase (RLK) genes. THE NEW PHYTOLOGIST 2020; 227:1264-1276. [PMID: 32285454 PMCID: PMC7383770 DOI: 10.1111/nph.16608] [Citation(s) in RCA: 11] [Impact Index Per Article: 2.8] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 02/26/2020] [Accepted: 03/27/2020] [Indexed: 05/29/2023]
Abstract
The identification of immune receptors in crop plants is time-consuming but important for disease control. Previously, resistance gene enrichment sequencing (RenSeq) was developed to accelerate mapping of nucleotide-binding domain and leucine-rich repeat containing (NLR) genes. However, resistances mediated by pattern recognition receptors (PRRs) remain less utilized. Here, our pipeline shows accelerated mapping of PRRs. Effectoromics leads to precise identification of plants with target PRRs, and subsequent RLP/K enrichment sequencing (RLP/KSeq) leads to detection of informative single nucleotide polymorphisms that are linked to the trait. Using Phytophthora infestans as a model, we identified Solanum microdontum plants that recognize the apoplastic effectors INF1 or SCR74. RLP/KSeq in a segregating Solanum population confirmed the localization of the INF1 receptor on chromosome 12, and led to the rapid mapping of the response to SCR74 to chromosome 9. By using markers obtained from RLP/KSeq in conjunction with additional markers, we fine-mapped the SCR74 receptor to a 43-kbp G-LecRK locus. Our findings show that RLP/KSeq enables rapid mapping of PRRs and is especially beneficial for crop plants with large and complex genomes. This work will enable the elucidation and characterization of the nonNLR plant immune receptors and ultimately facilitate informed resistance breeding.
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Affiliation(s)
- Xiao Lin
- Plant BreedingWageningen University and ResearchDroevendaalsesteeg 16708PBWageningenthe Netherlands
| | - Miles Armstrong
- Cell and Molecular SciencesThe James Hutton InstituteDundeeDD2 5DAUK
| | - Katie Baker
- Cell and Molecular SciencesThe James Hutton InstituteDundeeDD2 5DAUK
| | - Doret Wouters
- Plant BreedingWageningen University and ResearchDroevendaalsesteeg 16708PBWageningenthe Netherlands
| | - Richard G. F. Visser
- Plant BreedingWageningen University and ResearchDroevendaalsesteeg 16708PBWageningenthe Netherlands
| | - Pieter J. Wolters
- Plant BreedingWageningen University and ResearchDroevendaalsesteeg 16708PBWageningenthe Netherlands
| | - Ingo Hein
- Cell and Molecular SciencesThe James Hutton InstituteDundeeDD2 5DAUK
- Division of Plant SciencesSchool of Life SciencesUniversity of Dundee at the James Hutton InstituteDundeeDD2 5DAUK
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26
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Walla A, Wilma van Esse G, Kirschner GK, Guo G, Brünje A, Finkemeier I, Simon R, von Korff M. An Acyl-CoA N-Acyltransferase Regulates Meristem Phase Change and Plant Architecture in Barley. PLANT PHYSIOLOGY 2020; 183:1088-1109. [PMID: 32376761 PMCID: PMC7333700 DOI: 10.1104/pp.20.00087] [Citation(s) in RCA: 14] [Impact Index Per Article: 3.5] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 01/28/2020] [Accepted: 04/19/2020] [Indexed: 05/04/2023]
Abstract
The modification of shoot architecture and increased investment into reproductive structures is key for crop improvement and is achieved through coordinated changes in the development and determinacy of different shoot meristems. A fundamental question is how the development of different shoot meristems is genetically coordinated to optimize the balance between vegetative and reproductive organs. Here we identify the MANY NODED DWARF1 (HvMND1) gene as a major regulator of plant architecture in barley (Hordeum vulgare). The mnd1.a mutant displayed an extended vegetative program with increased phytomer, leaf, and tiller production but a reduction in the number and size of grains. The induction of vegetative structures continued even after the transition to reproductive growth, resulting in a marked increase in longevity. Using mapping by RNA sequencing, we found that the HvMND1 gene encodes an acyl-CoA N-acyltransferase that is predominately expressed in developing axillary meristems and young inflorescences. Exploration of the expression network modulated by HvMND1 revealed differential expression of the developmental microRNAs miR156 and miR172 and several key cell cycle and developmental genes. Our data suggest that HvMND1 plays a significant role in the coordinated regulation of reproductive phase transitions, thereby promoting reproductive growth and whole plant senescence in barley.
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Affiliation(s)
- Agatha Walla
- Institute of Plant Genetics, Heinrich-Heine-Universität Düsseldorf, 40225 Düsseldorf, Germany
- Department of Plant Breeding and Genetics, Max Planck Institute for Plant Breeding Research, 50829 Köln, Germany
- Cluster of Excellence on Plant Sciences "SMART Plants for Tomorrow's Needs", 40225 Düsseldorf, Germany
| | - G Wilma van Esse
- Cluster of Excellence on Plant Sciences "SMART Plants for Tomorrow's Needs", 40225 Düsseldorf, Germany
- Laboratory for Molecular Biology, Wageningen University and Research, 6708 PB Wageningen, The Netherlands
| | - Gwendolyn K Kirschner
- Cluster of Excellence on Plant Sciences "SMART Plants for Tomorrow's Needs", 40225 Düsseldorf, Germany
- Institute for Developmental Genetics, Heinrich-Heine-Universität Düsseldorf, 40255 Düsseldorf, Germany
| | - Ganggang Guo
- Institute of Crop Sciences, Chinese Academy of Agricultural Sciences (ICS-CAAS), Beijing 100081, China
| | - Annika Brünje
- Plant Physiology, Institute of Plant Biology and Biotechnology, University of Münster, 48149 Münster, Germany
| | - Iris Finkemeier
- Plant Physiology, Institute of Plant Biology and Biotechnology, University of Münster, 48149 Münster, Germany
| | - Rüdiger Simon
- Cluster of Excellence on Plant Sciences "SMART Plants for Tomorrow's Needs", 40225 Düsseldorf, Germany
- Institute for Developmental Genetics, Heinrich-Heine-Universität Düsseldorf, 40255 Düsseldorf, Germany
| | - Maria von Korff
- Institute of Plant Genetics, Heinrich-Heine-Universität Düsseldorf, 40225 Düsseldorf, Germany
- Department of Plant Breeding and Genetics, Max Planck Institute for Plant Breeding Research, 50829 Köln, Germany
- Cluster of Excellence on Plant Sciences "SMART Plants for Tomorrow's Needs", 40225 Düsseldorf, Germany
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Jiang C, Kan J, Ordon F, Perovic D, Yang P. Bymovirus-induced yellow mosaic diseases in barley and wheat: viruses, genetic resistances and functional aspects. TAG. THEORETICAL AND APPLIED GENETICS. THEORETISCHE UND ANGEWANDTE GENETIK 2020; 133:1623-1640. [PMID: 32008056 DOI: 10.1007/s00122-020-03555-7] [Citation(s) in RCA: 12] [Impact Index Per Article: 3.0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 08/30/2019] [Accepted: 01/24/2020] [Indexed: 05/20/2023]
Abstract
Bymovirus-induced yellow mosaic diseases seriously threaten global production of autumn-sown barley and wheat, which are two of the presently most important crops around the world. Under natural field conditions, the diseases are caused by infection of soil-borne plasmodiophorid Polymyxa graminis-transmitted bymoviruses of the genus Bymovirus of the family Potyviridae. Focusing on barley and wheat, this article summarizes the achievements on taxonomy, geography and host specificity of these disease-conferring viruses, as well as the genetics of resistance in barley, wheat and wild relatives. Moreover, based on recent progress of barley and wheat genomics, germplasm resources and large-scale sequencing, the exploration and isolation of corresponding resistant genes from wheat and barley as well as relatives, no matter what a large and complicated genome is present, are becoming feasible and are discussed. Furthermore, the foreseen advances on cloning of the resistance or susceptibility-encoding genes, which will provide the possibility to explore the functional interaction between host plants and soil-borne viral pathogens, are discussed as well as the benefits for marker-assisted resistance breeding in barley and wheat.
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Affiliation(s)
- Congcong Jiang
- Institute of Crop Sciences, Chinese Academy of Agricultural Sciences (CAAS), Beijing, 100081, People's Republic of China
| | - Jinhong Kan
- Institute of Crop Sciences, Chinese Academy of Agricultural Sciences (CAAS), Beijing, 100081, People's Republic of China
| | - Frank Ordon
- Federal Research Centre for Cultivated Plants, Institute for Resistance Research and Stress Tolerance, Julius Kühn-Institute (JKI), 06484, Quedlinburg, Germany
| | - Dragan Perovic
- Federal Research Centre for Cultivated Plants, Institute for Resistance Research and Stress Tolerance, Julius Kühn-Institute (JKI), 06484, Quedlinburg, Germany
| | - Ping Yang
- Institute of Crop Sciences, Chinese Academy of Agricultural Sciences (CAAS), Beijing, 100081, People's Republic of China.
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Zhang L, Ma M, Liu L. Identification of Genetic Locus Underlying Easy Dehulling in Rice-Tartary for Easy Postharvest Processing of Tartary Buckwheat. Genes (Basel) 2020; 11:genes11040459. [PMID: 32340240 PMCID: PMC7231119 DOI: 10.3390/genes11040459] [Citation(s) in RCA: 9] [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: 02/26/2020] [Revised: 04/19/2020] [Accepted: 04/20/2020] [Indexed: 01/10/2023] Open
Abstract
As a highly nutritious crop, Tartary buckwheat (Fagopyrum tartaricum) strongly adapts and grows in adverse environments and is widely grown in Asia. However, its flour contains a large proportion of the hull that adheres to the testa layer of the groats and is difficult to be removed in industrial processing. Fortunately, rice-Tartary, with the loose and non-adhering hull, provides potentiality of improving Tartary buckwheat that can dehull easily. Here, we performed high-throughput sequencing for two parents (Tartary buckwheat and rice-Tartary) and two pools (samples from the F2 population) and obtained 101 Gb raw sequencing data for further analysis. Sequencing reads were mapped to the reference genome of Tartary buckwheat, and a total of 633,256 unique SNPs and 270,181 unique indels were found in these four samples. Then, based on the Bulked Segregant Analysis (BSA), we identified a candidate genetic region, containing 45 impact SNPs/indels and 36 genes, that might underly non-adhering hull of rice-Tartary and should have value for breeding easy dehulling Tartary buckwheat.
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Natural Genetic Variation Underlying Tiller Development in Barley ( Hordeum vulgare L). G3-GENES GENOMES GENETICS 2020; 10:1197-1212. [PMID: 31996357 PMCID: PMC7144072 DOI: 10.1534/g3.119.400612] [Citation(s) in RCA: 5] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Indexed: 11/24/2022]
Abstract
In barley (Hordeum vulgare L.), lateral branches called tillers contribute to grain yield and define shoot architecture, but genetic control of tiller number and developmental rate are not well characterized. The primary objectives of this work were to examine relationships between tiller number and other agronomic and morphological traits and identify natural genetic variation associated with tiller number and rate, and related traits. We grew 768 lines from the USDA National Small Grain Collection in the field and collected data over two years for tiller number and rate, and agronomic and morphological traits. Our results confirmed that spike row-type and days to heading are correlated with tiller number, and as much as 28% of tiller number variance was associated with these traits. In addition, negative correlations between tiller number and leaf width and stem diameter were observed, indicating trade-offs between tiller development and other vegetative growth. Thirty-three quantitative trait loci (QTL) were associated with tiller number or rate. Of these, 40% overlapped QTL associated with days to heading and 22% overlapped QTL associated with spike row-type, further supporting that tiller development is associated with these traits. Some QTL associated with tiller number or rate, including the major QTL on chromosome 3H, were not associated with other traits, suggesting that some QTL may be directly related to rate of tiller development or axillary bud number. These results enhance our knowledge of the genetic control of tiller development in barley, which is important for optimizing tiller number and rate for yield improvement.
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Schilbert HM, Rempel A, Pucker B. Comparison of Read Mapping and Variant Calling Tools for the Analysis of Plant NGS Data. PLANTS (BASEL, SWITZERLAND) 2020; 9:E439. [PMID: 32252268 PMCID: PMC7238416 DOI: 10.3390/plants9040439] [Citation(s) in RCA: 23] [Impact Index Per Article: 5.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Received: 03/15/2020] [Revised: 03/28/2020] [Accepted: 03/30/2020] [Indexed: 12/30/2022]
Abstract
High-throughput sequencing technologies have rapidly developed during the past years and have become an essential tool in plant sciences. However, the analysis of genomic data remains challenging and relies mostly on the performance of automatic pipelines. Frequently applied pipelines involve the alignment of sequence reads against a reference sequence and the identification of sequence variants. Since most benchmarking studies of bioinformatics tools for this purpose have been conducted on human datasets, there is a lack of benchmarking studies in plant sciences. In this study, we evaluated the performance of 50 different variant calling pipelines, including five read mappers and ten variant callers, on six real plant datasets of the model organism Arabidopsis thaliana. Sets of variants were evaluated based on various parameters including sensitivity and specificity. We found that all investigated tools are suitable for analysis of NGS data in plant research. When looking at different performance metrics, BWA-MEM and Novoalign were the best mappers and GATK returned the best results in the variant calling step.
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Affiliation(s)
- Hanna Marie Schilbert
- Genetics and Genomics of Plants, CeBiTec and Faculty of Biology, Bielefeld University, 33615 Bielefeld, Germany
| | - Andreas Rempel
- Genetics and Genomics of Plants, CeBiTec and Faculty of Biology, Bielefeld University, 33615 Bielefeld, Germany
- Graduate School DILS, Bielefeld Institute for Bioinformatics Infrastructure (BIBI), Faculty of Technology, Bielefeld University, 33615 Bielefeld, Germany
| | - Boas Pucker
- Genetics and Genomics of Plants, CeBiTec and Faculty of Biology, Bielefeld University, 33615 Bielefeld, Germany
- Molecular Genetics and Physiology of Plants, Faculty of Biology and Biotechnology, Ruhr-University Bochum, 44801 Bochum, Germany
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31
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Zhao B, Wu TT, Ma SS, Jiang DJ, Bie XM, Sui N, Zhang XS, Wang F. TaD27-B gene controls the tiller number in hexaploid wheat. PLANT BIOTECHNOLOGY JOURNAL 2020; 18:513-525. [PMID: 31350929 PMCID: PMC6953239 DOI: 10.1111/pbi.13220] [Citation(s) in RCA: 43] [Impact Index Per Article: 10.8] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 01/16/2019] [Revised: 07/13/2019] [Accepted: 07/24/2019] [Indexed: 05/05/2023]
Abstract
Tillering is a significant agronomic trait in wheat which shapes plant architecture and yield. Strigolactones (SLs) function in inhibiting axillary bud outgrowth. The roles of SLs in the regulation of bud outgrowth have been described in model plant species, including rice and Arabidopsis. However, the role of SLs genes in wheat remains elusive due to the size and complexity of the wheat genomes. In this study, TaD27 genes in wheat, orthologs of rice D27 encoding an enzyme involved in SLs biosynthesis, were identified. TaD27-RNAi wheat plants had more tillers, and TaD27-B-OE wheat plants had fewer tillers. Germination bioassay of Orobanche confirmed the SLs was deficient in TaD27-RNAi and excessive in TaD27-B-OE wheat plants. Moreover, application of exogenous GR24 or TIS108 could mediate the axillary bud outgrowth of TaD27-RNAi and TaD27-B-OE in the hydroponic culture, suggesting that TaD27-B plays critical roles in regulating wheat tiller number by participating in SLs biosynthesis. Unlike rice D27, plant height was not affected in the transgenic wheat plants. Transcription and gene coexpression network analysis showed that a number of genes are involved in the SLs signalling pathway and axillary bud development. Our results indicate that TaD27-B is a key factor in the regulation of tiller number in wheat.
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Affiliation(s)
- Bin Zhao
- State Key Laboratory of Crop BiologyCollege of Life SciencesShandong Agricultural UniversityTaianShandongChina
| | - Ting Ting Wu
- State Key Laboratory of Crop BiologyCollege of Life SciencesShandong Agricultural UniversityTaianShandongChina
| | - Shan Shan Ma
- State Key Laboratory of Crop BiologyCollege of Life SciencesShandong Agricultural UniversityTaianShandongChina
| | - Deng Ji Jiang
- State Key Laboratory of Crop BiologyCollege of Life SciencesShandong Agricultural UniversityTaianShandongChina
| | - Xiao Min Bie
- State Key Laboratory of Crop BiologyCollege of Life SciencesShandong Agricultural UniversityTaianShandongChina
| | - Na Sui
- Shandong Provincial Key Laboratory of Plant StressCollege of Life ScienceShandong Normal UniversityJinanChina
| | - Xian Sheng Zhang
- State Key Laboratory of Crop BiologyCollege of Life SciencesShandong Agricultural UniversityTaianShandongChina
| | - Fang Wang
- State Key Laboratory of Crop BiologyCollege of Life SciencesShandong Agricultural UniversityTaianShandongChina
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32
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Hua W, Tan C, Xie J, Zhu J, Shang Y, Yang J, Zhang XQ, Wu X, Wang J, Li C. Alternative splicing of a barley gene results in an excess-tillering and semi-dwarf mutant. TAG. THEORETICAL AND APPLIED GENETICS. THEORETISCHE UND ANGEWANDTE GENETIK 2020; 133:163-177. [PMID: 31690990 DOI: 10.1007/s00122-019-03448-4] [Citation(s) in RCA: 4] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 06/18/2019] [Accepted: 09/24/2019] [Indexed: 06/10/2023]
Abstract
An excess-tillering semi-dwarf gene Hvhtd was identified from an EMS-induced mutant in barley and alternative splicing results in excess-tillering semi-dwarf traits. Tillering and plant height are important traits determining plant architecture and grain production in cereal crops. This study identified an excess-tillering semi-dwarf mutant (htd) from an EMS-treated barley population. Genetic analysis of the F1, F2, and F2:3 populations showed that a single recessive gene controlled the excess-tillering semi-dwarf in htd. Using BSR-Seq and gene mapping, the Hvhtd gene was delimited within a 1.8 Mb interval on chromosome 2HL. Alignment of the RNA-Seq data with the functional genes in the interval identified a gene HORVU2Hr1G098820 with alternative splicing between exon2 and exon3 in the mutant, due to a G to A single-nucleotide substitution at the exon and intron junction. An independent mutant with a similar phenotype confirmed the result, with alternative splicing between exon3 and exon4. In both cases, the alternative splicing resulted in a non-functional protein. And the gene HORVU2Hr1G098820 encodes a trypsin family protein and may be involved in the IAA signaling pathway and differs from the mechanism of Green Revolution genes in the gibberellic acid metabolic pathway.
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Affiliation(s)
- Wei Hua
- Zhejiang Academy of Agricultural Sciences, Hangzhou, 310021, China
- Western Barley Genetics Alliance, Murdoch University, Murdoch, WA, 6150, Australia
| | - Cong Tan
- Western Barley Genetics Alliance, Murdoch University, Murdoch, WA, 6150, Australia
| | - Jingzhong Xie
- State Key Laboratory of Plant Cell and Chromosome Engineering, Institute of Genetics and Developmental Biology, Chinese Academy of Sciences, Beijing, 100101, China
| | - Jinghuan Zhu
- Zhejiang Academy of Agricultural Sciences, Hangzhou, 310021, China
| | - Yi Shang
- Zhejiang Academy of Agricultural Sciences, Hangzhou, 310021, China
| | - Jianming Yang
- Zhejiang Academy of Agricultural Sciences, Hangzhou, 310021, China
| | - Xiao-Qi Zhang
- Western Barley Genetics Alliance, Murdoch University, Murdoch, WA, 6150, Australia
| | - Xiaojian Wu
- Zhejiang Academy of Agricultural Sciences, Hangzhou, 310021, China
| | - Junmei Wang
- Zhejiang Academy of Agricultural Sciences, Hangzhou, 310021, China.
| | - Chengdao Li
- Western Barley Genetics Alliance, Murdoch University, Murdoch, WA, 6150, Australia.
- Department of Primary Industry and Regional Development, 3 Baron-Hay Court, South Perth, WA, 6151, Australia.
- Hubei Collaborative Innovation Centre for Grain Industry, Yangtze University, Jingzhou, 434025, Hubei, China.
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Ren R, Xu J, Zhang M, Liu G, Yao X, Zhu L, Hou Q. Identification and Molecular Mapping of a Gummy Stem Blight Resistance Gene in Wild Watermelon ( Citrullus amarus) Germplasm PI 189225. PLANT DISEASE 2020; 104:16-24. [PMID: 31730411 DOI: 10.1094/pdis-04-19-0753-re] [Citation(s) in RCA: 12] [Impact Index Per Article: 3.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 05/27/2023]
Abstract
Gummy stem blight (GSB), caused by Stagonosporopsis cucurbitacearum (syn. Didymella bryoniae), is a destructive foliar disease of watermelon in areas with hot and humid climates. The wild watermelon germplasm PI 189225 is a known source of resistance to GSB. The identification and use of molecular markers linked to resistance genes in the wild-type germplasm will speed up the introgression of GSB resistance into new watermelon varieties. An F2 segregating population was obtained from a cross between the resistant wild watermelon genotype PI 189225 and the susceptible genotype K3. The F2-derived F3 families were inoculated with a single isolate of S. cucurbitacearum (JS002) from Jiangsu Academy of Agricultural Sciences. The results of the genetic analysis demonstrated that GSB resistance in PI 189225 was controlled by a major quantitative trait locus (QTL), temporarily designated Qgsb8.1. Based on the results of bulk sergeant analysis and sequencing, one associated region spanning 5.7 Mb (10,358,659 to 16,101,517) on chromosome 8 was identified as responsible for the resistance to GSB using the Δ(single-nucleotide polymorphism [SNP]-index) method. The result of a QTL linkage analysis with Kompetitive allele-specific PCR (KASP) SNP markers further mapped the GSB resistance locus between the SNP markers KASP_JS9383 and KASP_JS9168 in a region of 571.27 kb on chromosome 8. According to the watermelon gene annotation database, the region contains approximately 19 annotated genes and, of these 19 genes, 2 are disease resistance gene analogs: Cla001017 (coiled-coil nucleotide-binding site leucine-rich repeat resistance protein) and Cla001019 (pathogenesis related). Reverse-transcription quantitative PCR demonstrated that the expression of the two genes changed following S. cucurbitacearum infection, suggesting that they play important roles in GSB resistance in watermelon. This result will facilitate fine mapping and cloning of the Qgsb8.1 locus, and the linked markers will further provide a useful tool for marker-assisted selection of this locus in watermelon breeding programs.
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Affiliation(s)
- Runsheng Ren
- Jiangsu Key Laboratory for Horticultural Crop Genetic, Improvement/Institute of Vegetable, Jiangsu, Academy of Agricultural Sciences, Nanjing, Jiangsu, China
| | - Jinhua Xu
- Jiangsu Key Laboratory for Horticultural Crop Genetic, Improvement/Institute of Vegetable, Jiangsu, Academy of Agricultural Sciences, Nanjing, Jiangsu, China
| | - Man Zhang
- Jiangsu Key Laboratory for Horticultural Crop Genetic, Improvement/Institute of Vegetable, Jiangsu, Academy of Agricultural Sciences, Nanjing, Jiangsu, China
| | - Guang Liu
- Jiangsu Key Laboratory for Horticultural Crop Genetic, Improvement/Institute of Vegetable, Jiangsu, Academy of Agricultural Sciences, Nanjing, Jiangsu, China
| | - Xiefeng Yao
- Jiangsu Key Laboratory for Horticultural Crop Genetic, Improvement/Institute of Vegetable, Jiangsu, Academy of Agricultural Sciences, Nanjing, Jiangsu, China
| | - Lingli Zhu
- Jiangsu Key Laboratory for Horticultural Crop Genetic, Improvement/Institute of Vegetable, Jiangsu, Academy of Agricultural Sciences, Nanjing, Jiangsu, China
| | - Qian Hou
- Jiangsu Key Laboratory for Horticultural Crop Genetic, Improvement/Institute of Vegetable, Jiangsu, Academy of Agricultural Sciences, Nanjing, Jiangsu, China
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Heuermann MC, Rosso MG, Mascher M, Brandt R, Tschiersch H, Altschmied L, Altmann T. Combining next-generation sequencing and progeny testing for rapid identification of induced recessive and dominant mutations in maize M 2 individuals. THE PLANT JOURNAL : FOR CELL AND MOLECULAR BIOLOGY 2019; 100:851-862. [PMID: 31169333 PMCID: PMC6899793 DOI: 10.1111/tpj.14431] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.6] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 03/26/2019] [Revised: 05/20/2019] [Accepted: 05/24/2019] [Indexed: 05/31/2023]
Abstract
Molecular identification of mutant alleles responsible for certain phenotypic alterations is a central goal of genetic analyses. In this study we describe a rapid procedure suitable for the identification of induced recessive and dominant mutations applied to two Zea mays mutants expressing a dwarf and a pale green phenotype, respectively, which were obtained through pollen ethyl methanesulfonate (EMS) mutagenesis. First, without prior backcrossing, induced mutations (single nucleotide polymorphisms, SNPs) segregating in a (M2 ) family derived from a heterozygous (M1 ) parent were identified using whole-genome shotgun (WGS) sequencing of a small number of (M2 ) individuals with mutant and wild-type phenotypes. Second, the state of zygosity of the mutation causing the phenotype was determined for each sequenced individual by phenotypic segregation analysis of the self-pollinated (M3 ) offspring. Finally, we filtered for segregating EMS-induced SNPs whose state of zygosity matched the determined state of zygosity of the mutant locus in each sequenced (M2 ) individuals. Through this procedure, combining sequencing of individuals and Mendelian inheritance, three and four SNPs in linkage passed our zygosity filter for the homozygous dwarf and heterozygous pale green mutation, respectively. The dwarf mutation was found to be allelic to the an1 locus and caused by an insertion in the largest exon of the AN1 gene. The pale green mutation affected the nuclear W2 gene and was caused by a non-synonymous amino acid exchange in encoded chloroplast DNA polymerase with a predicted deleterious effect. This coincided with lower cpDNA levels in pale green plants.
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Affiliation(s)
- Marc C. Heuermann
- Leibniz Institute of Plant Genetics and Crop Plant Research (IPK) GaterslebenCorrensstrasse 306466Seeland OT GaterslebenGermany
| | - Mario G. Rosso
- Leibniz Institute of Plant Genetics and Crop Plant Research (IPK) GaterslebenCorrensstrasse 306466Seeland OT GaterslebenGermany
| | - Martin Mascher
- Leibniz Institute of Plant Genetics and Crop Plant Research (IPK) GaterslebenCorrensstrasse 306466Seeland OT GaterslebenGermany
| | - Ronny Brandt
- Leibniz Institute of Plant Genetics and Crop Plant Research (IPK) GaterslebenCorrensstrasse 306466Seeland OT GaterslebenGermany
- Max Planck‐Genome‐Centre CologneMax Planck Institute for Plant Breeding ResearchCarl‐von‐Linné‐Weg 1050829KölnGermany
| | - Henning Tschiersch
- Leibniz Institute of Plant Genetics and Crop Plant Research (IPK) GaterslebenCorrensstrasse 306466Seeland OT GaterslebenGermany
| | - Lothar Altschmied
- Leibniz Institute of Plant Genetics and Crop Plant Research (IPK) GaterslebenCorrensstrasse 306466Seeland OT GaterslebenGermany
| | - Thomas Altmann
- Leibniz Institute of Plant Genetics and Crop Plant Research (IPK) GaterslebenCorrensstrasse 306466Seeland OT GaterslebenGermany
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35
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Braun EM, Tsvetkova N, Rotter B, Siekmann D, Schwefel K, Krezdorn N, Plieske J, Winter P, Melz G, Voylokov AV, Hackauf B. Gene Expression Profiling and Fine Mapping Identifies a Gibberellin 2-Oxidase Gene Co-segregating With the Dominant Dwarfing Gene Ddw1 in Rye ( Secale cereale L.). FRONTIERS IN PLANT SCIENCE 2019; 10:857. [PMID: 31333700 PMCID: PMC6616298 DOI: 10.3389/fpls.2019.00857] [Citation(s) in RCA: 11] [Impact Index Per Article: 2.2] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Subscribe] [Scholar Register] [Received: 04/03/2019] [Accepted: 06/14/2019] [Indexed: 06/03/2023]
Abstract
The gibberellin (GA)-sensitive dwarfing gene Ddw1 provides an opportunity to genetically reduce plant height in rye. Genetic analysis in a population of recombinant inbred lines confirmed a monogenetic dominant inheritance of Ddw1. Significant phenotypic differences in PH between homo- and heterozygotic genotypes indicate an incomplete dominance of Ddw1. De novo transcriptome sequencing of Ddw1 mutant as well as tall genotypes resulted in 113,547 contigs with an average length of 318 bp covering 36.18 Mbp rye DNA. A hierarchical cluster analysis based on individual groups of rye homologs of functionally characterized rice genes controlling morphological or physiological traits including plant height, flowering time, and source activity identified the gene expression profile of stems at the begin of heading to most comprehensively mirror effects of Ddw1. Genome-wide expression profiling identified 186 transcripts differentially expressed between semi-dwarf and tall genotypes in stems. In total, 29 novel markers have been established and mapped to a 27.2 cM segment in the distal part of the long arm of chromosome 5R. Ddw1 could be mapped within a 0.4 cM interval co-segregating with a marker representing the C20-GA2-oxidase gene ScGA2ox12, that is up-regulated in stems of Ddw1 genotypes. The increased expression of ScGA2ox12 observed in semi-dwarf rye as well as structural alterations in transcript sequences associated with the ScGA2ox12 gene implicate, that Ddw1 is a dominant gain-of-function mutant. Integration of the target interval in the wheat reference genome sequence indicated perfect micro-colinearity between the Ddw1 locus and a 831 kb segment on chromosome 5A, which resides inside of a 11.21 Mb interval carrying the GA-sensitive dwarfing gene Rht12 in wheat. The potential of Ddw1 as a breeder's option to improve lodging tolerance in rye is discussed.
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Affiliation(s)
- Eva-Maria Braun
- Institute for Breeding Research on Agricultural Crops, Julius Kühn-Institut, Quedlinburg, Germany
| | - Natalia Tsvetkova
- Department of Genetics and Biotechnology, Saint Petersburg State University, Saint Petersburg, Russia
| | | | - Dörthe Siekmann
- Institute for Breeding Research on Agricultural Crops, Julius Kühn-Institut, Quedlinburg, Germany
- HYBRO Saatzucht GmbH & Co. KG, Schenkenberg, Germany
| | - Konrad Schwefel
- Institute for Breeding Research on Agricultural Crops, Julius Kühn-Institut, Quedlinburg, Germany
| | | | | | | | | | - Anatoly V. Voylokov
- Vavilov Institute of General Genetics Russian Academy of Sciences, Moscow, Russia
| | - Bernd Hackauf
- Institute for Breeding Research on Agricultural Crops, Julius Kühn-Institut, Quedlinburg, Germany
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36
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Li M, Hensel G, Mascher M, Melzer M, Budhagatapalli N, Rutten T, Himmelbach A, Beier S, Korzun V, Kumlehn J, Börner T, Stein N. Leaf Variegation and Impaired Chloroplast Development Caused by a Truncated CCT Domain Gene in albostrians Barley. THE PLANT CELL 2019; 31:1430-1445. [PMID: 31023840 PMCID: PMC6635869 DOI: 10.1105/tpc.19.00132] [Citation(s) in RCA: 37] [Impact Index Per Article: 7.4] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 02/26/2019] [Accepted: 04/23/2019] [Indexed: 05/17/2023]
Abstract
Chloroplasts fuel plant development and growth by converting solar energy into chemical energy. They mature from proplastids through the concerted action of genes in both the organellar and the nuclear genome. Defects in such genes impair chloroplast development and may lead to pigment-deficient seedlings or seedlings with variegated leaves. Such mutants are instrumental as tools for dissecting genetic factors underlying the mechanisms involved in chloroplast biogenesis. Characterization of the green-white variegated albostrians mutant of barley (Hordeum vulgare) has greatly broadened the field of chloroplast biology, including the discovery of retrograde signaling. Here, we report identification of the ALBOSTRIANS gene HvAST (also known as Hordeum vulgare CCT Motif Family gene 7, HvCMF7) by positional cloning as well as its functional validation based on independently induced mutants by Targeting Induced Local Lesions in Genomes (TILLING) and RNA-guided clustered regularly interspaced short palindromic repeats-associated protein 9 endonuclease-mediated gene editing. The phenotypes of the independent HvAST mutants imply residual activity of HvCMF7 in the original albostrians allele conferring an imperfect penetrance of the variegated phenotype even at homozygous state of the mutation. HvCMF7 is a homolog of the Arabidopsis (Arabidopsis thaliana) CONSTANS, CO-like, and TOC1 (CCT) Motif transcription factor gene CHLOROPLAST IMPORT APPARATUS2, which was reported to be involved in the expression of nuclear genes essential for chloroplast biogenesis. Notably, in barley we localized HvCMF7 to the chloroplast, without any clear evidence for nuclear localization.
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Affiliation(s)
- Mingjiu Li
- Genomics of Genetic Resources Group, Department of Genebank, Leibniz Institute of Plant Genetics and Crop Plant Research (IPK), 06466 Seeland, Germany
- Molecular Genetics Group, Institute of Biology, Humboldt University, 10115 Berlin, Germany
| | - Goetz Hensel
- Plant Reproductive Biology Group, Department of Physiology and Cell Biology, Leibniz Institute of Plant Genetics and Crop Plant Research (IPK), 06466 Seeland, Germany
| | - Martin Mascher
- Domestication Genomics Group, Leibniz Institute of Plant Genetics and Crop Plant Research (IPK), 06466 Seeland, Germany
| | - Michael Melzer
- Structural Cell Biology Group, Department of Physiology and Cell Biology, Leibniz Institute of Plant Genetics and Crop Plant Research (IPK), 06466 Seeland, Germany
| | - Nagaveni Budhagatapalli
- Plant Reproductive Biology Group, Department of Physiology and Cell Biology, Leibniz Institute of Plant Genetics and Crop Plant Research (IPK), 06466 Seeland, Germany
| | - Twan Rutten
- Structural Cell Biology Group, Department of Physiology and Cell Biology, Leibniz Institute of Plant Genetics and Crop Plant Research (IPK), 06466 Seeland, Germany
| | - Axel Himmelbach
- Genomics of Genetic Resources Group, Department of Genebank, Leibniz Institute of Plant Genetics and Crop Plant Research (IPK), 06466 Seeland, Germany
| | - Sebastian Beier
- Bioinformatics and Information Technology Group, Department of Breeding Research, Leibniz Institute of Plant Genetics and Crop Plant Research (IPK), 06466 Seeland, Germany
| | | | - Jochen Kumlehn
- Plant Reproductive Biology Group, Department of Physiology and Cell Biology, Leibniz Institute of Plant Genetics and Crop Plant Research (IPK), 06466 Seeland, Germany
| | - Thomas Börner
- Molecular Genetics Group, Institute of Biology, Humboldt University, 10115 Berlin, Germany
| | - Nils Stein
- Genomics of Genetic Resources Group, Department of Genebank, Leibniz Institute of Plant Genetics and Crop Plant Research (IPK), 06466 Seeland, Germany
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Shi L, Jiang C, He Q, Habekuß A, Ordon F, Luan H, Shen H, Liu J, Feng Z, Zhang J, Yang P. Bulked segregant RNA-sequencing (BSR-seq) identified a novel rare allele of eIF4E effective against multiple isolates of BaYMV/BaMMV. TAG. THEORETICAL AND APPLIED GENETICS. THEORETISCHE UND ANGEWANDTE GENETIK 2019; 132:1777-1788. [PMID: 30815718 DOI: 10.1007/s00122-019-03314-3] [Citation(s) in RCA: 10] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 09/25/2018] [Accepted: 02/15/2019] [Indexed: 05/25/2023]
Abstract
A novel rare allele of the barley host factor gene eIF4E for BaMMV/BaYMV infection was identified in an Iranian landrace that showed broad resistance to barley yellow mosaic virus disease, and molecular markers facilitating efficient selection were developed. The soil-borne yellow mosaic virus disease caused by different strains of barley yellow mosaic virus (BaYMV) and barley mild mosaic virus (BaMMV) is a major threat to winter barley (Hordeum vulgare) production in Europe and East Asia. However, the exploration of resistant germplasm or casual genes for barley breeding is rather limited in relation to the rapid diversification of viral strains. Here, we identified an Iranian barley landrace 'HOR3298,' which represented complete resistance to BaYMV and BaMMV. In contrast to rym4 and rym5, which act as the predominant source in Europe and East Asia for breeding resistant cultivars over decades and which have been overcome by several virulent isolates, this landrace showed broad-spectrum resistance to multiple isolates of BaYMV/BaMMV in the fields of Germany and China. By employment of bulked segregant RNA sequencing, test for allelism, and haplotype analysis, a recessive resistance gene in 'HOR3298' was genetically mapped coincident with the host factor eukaryotic translation initiation factor 4E (eIF4E, causal gene of rym4 and rym5). The eIF4EHOR3298 allele encoded for a novel haplotype that contained an exclusive nucleotide mutation (G565A) in the coding sequence. The easily handled markers were developed based on the exclusively rare variation, providing precise selection of this allele. Thus, this work provided a novel reliable resistance source and the feasible marker-assisted selection assays that can be used in breeding for barley yellow mosaic virus disease resistance in cultivated barley.
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Affiliation(s)
- Lijie Shi
- Institute of Crop Sciences, Chinese Academy of Agricultural Sciences (CAAS), Beijing, 100081, China
- College of Agronomy, Sichuan Agricultural University, Chengdu, 611130, China
| | - Congcong Jiang
- Institute of Crop Sciences, Chinese Academy of Agricultural Sciences (CAAS), Beijing, 100081, China
| | - Qiang He
- Institute of Crop Sciences, Chinese Academy of Agricultural Sciences (CAAS), Beijing, 100081, China
| | - Antje Habekuß
- Federal Research Centre for Cultivated Plants, Institute for Resistance Research and Stress Tolerance, Julius Kuehn-Institute (JKI), 06484, Quedlinburg, Germany
| | - Frank Ordon
- Federal Research Centre for Cultivated Plants, Institute for Resistance Research and Stress Tolerance, Julius Kuehn-Institute (JKI), 06484, Quedlinburg, Germany
| | - Haiye Luan
- Institute of Agricultural Sciences of Coastal Area Jiangsu, Yancheng, 224002, China
| | - Huiquan Shen
- Institute of Agricultural Sciences of Coastal Area Jiangsu, Yancheng, 224002, China
| | - Jun Liu
- Institute of Crop Sciences, Chinese Academy of Agricultural Sciences (CAAS), Beijing, 100081, China
| | - Zongyun Feng
- College of Agronomy, Sichuan Agricultural University, Chengdu, 611130, China
| | - Jing Zhang
- Institute of Crop Sciences, Chinese Academy of Agricultural Sciences (CAAS), Beijing, 100081, China
| | - Ping Yang
- Institute of Crop Sciences, Chinese Academy of Agricultural Sciences (CAAS), Beijing, 100081, China.
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Al Amin GM, Kong K, Sharmin RA, Kong J, Bhat JA, Zhao T. Characterization and Rapid Gene-Mapping of Leaf Lesion Mimic Phenotype of spl-1 Mutant in Soybean ( Glycine max (L.) Merr.). Int J Mol Sci 2019; 20:E2193. [PMID: 31058828 PMCID: PMC6539437 DOI: 10.3390/ijms20092193] [Citation(s) in RCA: 18] [Impact Index Per Article: 3.6] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/19/2019] [Revised: 04/19/2019] [Accepted: 04/30/2019] [Indexed: 01/08/2023] Open
Abstract
In plants, lesion mimic mutants (LMMs) reveal spontaneous disease-like lesions in the absence of pathogen that constitutes powerful genetic material to unravel genes underlying programmed cell death (PCD), particularly the hypersensitive response (HR). However, only a few LMMs are reported in soybean, and no related gene has been cloned until now. In the present study, we isolated a new LMM named spotted leaf-1 (spl-1) from NN1138-2 cultivar through ethyl methanesulfonate (EMS) treatment. The present study revealed that lesion formation might result from PCD and excessive reactive oxygen species (ROS) accumulation. The chlorophyll content was significantly reduced but antioxidant activities, viz., superoxide dismutase (SOD), peroxidase (POD) and catalase (CAT), as well as the malondialdehyde (MDA) contents, were detected higher in spl-1 than in the wild-type. According to segregation analysis of mutant phenotype in two genetic populations, viz., W82×spl-1 and PI378692×spl-1, the spotted leaf phenotype of spl-1 is controlled by a single recessive gene named lm1. The lm1 locus governing mutant phenotype of spl-1 was first identified in 3.15 Mb genomic region on chromosome 04 through MutMap analysis, which was further verified and fine mapped by simple sequence repeat (SSR) marker-based genetic mapping. Genetic linkage analysis narrowed the genomic region (lm1 locus) for mutant phenotype to a physical distance of ~76.23 kb. By searching against the Phytozome database, eight annotated candidate genes were found within the lm1 region. qRT-PCR expression analysis revealed that, among these eight genes, only Glyma.04g242300 showed highly significant expression levels in wild-type relative to the spl-1 mutant. However, sequencing data of the CDS region showed no nucleotide difference between spl-1 and its wild type within the coding regions of these genes but might be in the non-coding regions such as 5' or 3' UTR. Hence, the data of the present study are in favor of Glyma.04g242300 being the possible candidate genes regulating the mutant phenotype of spl-1. However, further validation is needed to prove this function of the gene as well as its role in PCD, which in turn would be helpful to understand the mechanism and pathways involved in HR disease resistance of soybean.
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Affiliation(s)
- G M Al Amin
- National Center for Soybean Improvement, Key Laboratory of Biology and Genetics and Breeding for Soybean, Ministry of Agriculture, State Key Laboratory of Crop Genetics and Germplasm Enhancement, Nanjing Agricultural University, Nanjing 210095, China.
- Department of Botany, Jagannath University, Dhaka 1100, Bangladesh.
| | - Keke Kong
- National Center for Soybean Improvement, Key Laboratory of Biology and Genetics and Breeding for Soybean, Ministry of Agriculture, State Key Laboratory of Crop Genetics and Germplasm Enhancement, Nanjing Agricultural University, Nanjing 210095, China.
| | - Ripa Akter Sharmin
- National Center for Soybean Improvement, Key Laboratory of Biology and Genetics and Breeding for Soybean, Ministry of Agriculture, State Key Laboratory of Crop Genetics and Germplasm Enhancement, Nanjing Agricultural University, Nanjing 210095, China.
| | - Jiejie Kong
- National Center for Soybean Improvement, Key Laboratory of Biology and Genetics and Breeding for Soybean, Ministry of Agriculture, State Key Laboratory of Crop Genetics and Germplasm Enhancement, Nanjing Agricultural University, Nanjing 210095, China.
| | - Javaid Akhter Bhat
- National Center for Soybean Improvement, Key Laboratory of Biology and Genetics and Breeding for Soybean, Ministry of Agriculture, State Key Laboratory of Crop Genetics and Germplasm Enhancement, Nanjing Agricultural University, Nanjing 210095, China.
| | - Tuanjie Zhao
- National Center for Soybean Improvement, Key Laboratory of Biology and Genetics and Breeding for Soybean, Ministry of Agriculture, State Key Laboratory of Crop Genetics and Germplasm Enhancement, Nanjing Agricultural University, Nanjing 210095, China.
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39
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Zhang H, Wang X, Pan Q, Li P, Liu Y, Lu X, Zhong W, Li M, Han L, Li J, Wang P, Li D, Liu Y, Li Q, Yang F, Zhang YM, Wang G, Li L. QTG-Seq Accelerates QTL Fine Mapping through QTL Partitioning and Whole-Genome Sequencing of Bulked Segregant Samples. MOLECULAR PLANT 2019; 12:426-437. [PMID: 30597214 DOI: 10.1016/j.molp.2018.12.018] [Citation(s) in RCA: 54] [Impact Index Per Article: 10.8] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 11/20/2018] [Revised: 12/20/2018] [Accepted: 12/24/2018] [Indexed: 05/08/2023]
Abstract
Deciphering the genetic mechanisms underlying agronomic traits is of great importance for crop improvement. Most of these traits are controlled by multiple quantitative trait loci (QTLs), and identifying the underlying genes by conventional QTL fine-mapping is time-consuming and labor-intensive. Here, we devised a new method, named quantitative trait gene sequencing (QTG-seq), to accelerate QTL fine-mapping. QTG-seq combines QTL partitioning to convert a quantitative trait into a near-qualitative trait, sequencing of bulked segregant pools from a large segregating population, and the use of a robust new algorithm for identifying candidate genes. Using QTG-seq, we fine-mapped a plant-height QTL in maize (Zea mays L.), qPH7, to a 300-kb genomic interval and verified that a gene encoding an NF-YC transcription factor was the functional gene. Functional analysis suggested that qPH7-encoding protein might influence plant height by interacting with a CO-like protein and an AP2 domain-containing protein. Selection footprint analysis indicated that qPH7 was subject to strong selection during maize improvement. In summary, QTG-seq provides an efficient method for QTL fine-mapping in the era of "big data".
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Affiliation(s)
- Hongwei Zhang
- Institute of Crop Science, Chinese Academy of Agricultural Sciences, Beijing 100081, China; National Key Laboratory of Crop Genetic Improvement, Crop Information Center, Huazhong Agricultural University, Wuhan 430070, China
| | - Xi Wang
- National Key Laboratory of Crop Genetic Improvement, Crop Information Center, Huazhong Agricultural University, Wuhan 430070, China
| | - Qingchun Pan
- National Key Laboratory of Crop Genetic Improvement, Crop Information Center, Huazhong Agricultural University, Wuhan 430070, China
| | - Pei Li
- Crop Information Center, College of Plant Science and Technology, Huazhong Agricultural University, Wuhan 430070, China
| | - Yunjun Liu
- Institute of Crop Science, Chinese Academy of Agricultural Sciences, Beijing 100081, China
| | - Xiaoduo Lu
- Institute of Molecular Breeding for Maize, Qilu Normal University, Jinan 250200, China
| | - Wanshun Zhong
- National Key Laboratory of Crop Genetic Improvement, Crop Information Center, Huazhong Agricultural University, Wuhan 430070, China
| | - Minqi Li
- National Key Laboratory of Crop Genetic Improvement, Crop Information Center, Huazhong Agricultural University, Wuhan 430070, China
| | - Linqian Han
- National Key Laboratory of Crop Genetic Improvement, Crop Information Center, Huazhong Agricultural University, Wuhan 430070, China
| | - Juan Li
- National Key Laboratory of Crop Genetic Improvement, Crop Information Center, Huazhong Agricultural University, Wuhan 430070, China
| | - Pingxi Wang
- Institute of Crop Science, Chinese Academy of Agricultural Sciences, Beijing 100081, China
| | - Dongdong Li
- Institute of Crop Science, Chinese Academy of Agricultural Sciences, Beijing 100081, China
| | - Yan Liu
- Institute of Crop Science, Chinese Academy of Agricultural Sciences, Beijing 100081, China
| | - Qing Li
- National Key Laboratory of Crop Genetic Improvement, Crop Information Center, Huazhong Agricultural University, Wuhan 430070, China
| | - Fang Yang
- National Key Laboratory of Crop Genetic Improvement, Crop Information Center, Huazhong Agricultural University, Wuhan 430070, China
| | - Yuan-Ming Zhang
- Crop Information Center, College of Plant Science and Technology, Huazhong Agricultural University, Wuhan 430070, China.
| | - Guoying Wang
- Institute of Crop Science, Chinese Academy of Agricultural Sciences, Beijing 100081, China.
| | - Lin Li
- National Key Laboratory of Crop Genetic Improvement, Crop Information Center, Huazhong Agricultural University, Wuhan 430070, China.
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40
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Nguyen KL, Grondin A, Courtois B, Gantet P. Next-Generation Sequencing Accelerates Crop Gene Discovery. TRENDS IN PLANT SCIENCE 2019; 24:263-274. [PMID: 30573308 DOI: 10.1016/j.tplants.2018.11.008] [Citation(s) in RCA: 40] [Impact Index Per Article: 8.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 08/17/2018] [Revised: 11/20/2018] [Accepted: 11/22/2018] [Indexed: 05/22/2023]
Abstract
The identification and isolation of genes underlying quantitative trait loci (QTLs) associated with agronomic traits in crops have been recently accelerated thanks to next-generation sequencing (NGS)-based technologies combined with plant genetics. With NGS, various revisited genetic approaches, which benefited from higher marker density, have been elaborated. These approaches improved resolution in QTL position and assisted in determining functional causative variations in genes. Examples of QTLs/genes associated with agronomic traits in crops and identified using different strategies based on whole-genome sequencing (WGS)/whole-genome resequencing (WGR) or RNA-seq are presented and discussed in this review. More specifically, we summarize and illustrate how NGS boosted bulk-segregant analysis (BSA), expression profiling, and the construction of polymorphism databases to facilitate the detection of QTLs and causative genes.
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Affiliation(s)
- Khanh Le Nguyen
- Université de Montpellier, Institut de Recherche pour le Développement, UMR DIADE, 911 Avenue Agropolis, 34394 Montpellier cedex 5, France; LMI RICE 2, AGI, Km2 Pham Van Dong, Tu Liem, Hanoi, Vietnam
| | - Alexandre Grondin
- Université de Montpellier, Institut de Recherche pour le Développement, UMR DIADE, 911 Avenue Agropolis, 34394 Montpellier cedex 5, France
| | - Brigitte Courtois
- CIRAD, UMR AGAP, F-34398 Montpellier, France; Université de Montpellier, CIRAD, INRA, Montpellier SupAgro, Montpellier, France
| | - Pascal Gantet
- Université de Montpellier, Institut de Recherche pour le Développement, UMR DIADE, 911 Avenue Agropolis, 34394 Montpellier cedex 5, France; Centre of the Region Haná for Biotechnological and Agricultural Research, Dept. of Molecular Biology, Faculty of Science, Palacký University, Olomouc, Czech Republic.
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41
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Shaaf S, Bretani G, Biswas A, Fontana IM, Rossini L. Genetics of barley tiller and leaf development. JOURNAL OF INTEGRATIVE PLANT BIOLOGY 2019; 61:226-256. [PMID: 30548413 DOI: 10.1111/jipb.12757] [Citation(s) in RCA: 17] [Impact Index Per Article: 3.4] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 08/14/2018] [Accepted: 12/10/2018] [Indexed: 06/09/2023]
Abstract
In cereals, tillering and leaf development are key factors in the concept of crop ideotype, introduced in the 1960s to enhance crop yield, via manipulation of plant architecture. In the present review, we discuss advances in genetic analysis of barley shoot architecture, focusing on tillering, leaf size and angle. We also discuss novel phenotyping techniques, such as 2D and 3D imaging, that have been introduced in the era of phenomics, facilitating reliable trait measurement. We discuss the identification of genes and pathways that are involved in barley tillering and leaf development, highlighting key hormones involved in the control of plant architecture in barley and rice. Knowledge on genetic control of traits related to plant architecture provides useful resources for designing ideotypes for enhanced barley yield and performance.
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Affiliation(s)
- Salar Shaaf
- University of Milan, DiSAA, Via Celoria 2, 20133 Milan, Italy
| | | | - Abhisek Biswas
- University of Milan, DiSAA, Via Celoria 2, 20133 Milan, Italy
| | | | - Laura Rossini
- University of Milan, DiSAA, Via Celoria 2, 20133 Milan, Italy
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42
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Fast mapping of a chlorophyll b synthesis-deficiency gene in barley (Hordeum vulgare L.) via bulked-segregant analysis with reduced-representation sequencing. ACTA ACUST UNITED AC 2019. [DOI: 10.1016/j.cj.2018.07.002] [Citation(s) in RCA: 6] [Impact Index Per Article: 1.2] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/23/2022]
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43
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Rallapalli G, Corredor-Moreno P, Chalstrey E, Page M, MacLean D. Rapid fine mapping of causative mutations from sets of unordered, contig-sized fragments of genome sequence. BMC Bioinformatics 2019; 20:9. [PMID: 30616525 PMCID: PMC6323790 DOI: 10.1186/s12859-018-2515-5] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.2] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/03/2017] [Accepted: 11/20/2018] [Indexed: 11/10/2022] Open
Abstract
BACKGROUND Traditional Map based Cloning approaches, used for the identification of desirable alleles, are extremely labour intensive and years can elapse between the mutagenesis and the detection of the polymorphism. High throughput sequencing based Mapping-by-sequencing approach requires an ordered genome assembly and cannot be used with fragmented, un-scaffolded draft genomes, limiting its application to model species and precluding many important organisms. RESULTS We addressed this gap in resource and presented a computational method and software implementations called CHERIPIC (Computing Homozygosity Enriched Regions In genomes to Prioritise Identification of Candidate variants). We have successfully validated implementation of CHERIPIC using three different types of bulk segregant sequence data from Arabidopsis, maize and barley, respectively. CONCLUSIONS CHERIPIC allows users to rapidly analyse bulk segregant sequence data and we have made it available as a pre-packaged binary with all dependencies for Linux and MacOS and as Galaxy tool.
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Affiliation(s)
- Ghanasyam Rallapalli
- The Sainsbury Laboratory, Norwich Research Park, Colney Lane, Norwich, NR4 7UH, UK. .,Norwich Medical School, University of East Anglia, James Watson Road, Norwich, NR4 7UQ, UK.
| | - Pilar Corredor-Moreno
- The Sainsbury Laboratory, Norwich Research Park, Colney Lane, Norwich, NR4 7UH, UK.,John Innes Centre, Norwich Research Park, Colney Lane, Norwich, NR4 7UH, UK
| | - Edward Chalstrey
- The Sainsbury Laboratory, Norwich Research Park, Colney Lane, Norwich, NR4 7UH, UK.,Birkbeck, University of London, Bloomsbury, London, WC1E 7HX, UK
| | - Martin Page
- The Sainsbury Laboratory, Norwich Research Park, Colney Lane, Norwich, NR4 7UH, UK
| | - Daniel MacLean
- The Sainsbury Laboratory, Norwich Research Park, Colney Lane, Norwich, NR4 7UH, UK.
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44
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Whole Genome Resequencing from Bulked Populations as a Rapid QTL and Gene Identification Method in Rice. Int J Mol Sci 2018; 19:ijms19124000. [PMID: 30545055 PMCID: PMC6321147 DOI: 10.3390/ijms19124000] [Citation(s) in RCA: 15] [Impact Index Per Article: 2.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/12/2018] [Revised: 11/30/2018] [Accepted: 12/02/2018] [Indexed: 11/16/2022] Open
Abstract
Most Quantitative Trait Loci (QTL) and gene isolation approaches, such as positional- or map-based cloning, are time-consuming and low-throughput methods. Understanding and detecting the genetic material that controls a phenotype is a key means to functionally analyzing genes as well as to enhance crop agronomic traits. In this regard, high-throughput technologies have great prospects for changing the paradigms of DNA marker revealing, genotyping, and for discovering crop genetics and genomic study. Bulk segregant analysis, based on whole genome resequencing approaches, permits the rapid isolation of the genes or QTL responsible for the causative mutation of the phenotypes. MutMap, MutMap Gap, MutMap+, modified MutMap, and QTL-seq methods are among those approaches that have been confirmed to be fruitful gene mapping approaches for crop plants, such as rice, irrespective of whether the characters are determined by polygenes. As a result, in the present study we reviewed the progress made by all these methods to identify QTL or genes in rice.
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45
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Milner SG, Jost M, Taketa S, Mazón ER, Himmelbach A, Oppermann M, Weise S, Knüpffer H, Basterrechea M, König P, Schüler D, Sharma R, Pasam RK, Rutten T, Guo G, Xu D, Zhang J, Herren G, Müller T, Krattinger SG, Keller B, Jiang Y, González MY, Zhao Y, Habekuß A, Färber S, Ordon F, Lange M, Börner A, Graner A, Reif JC, Scholz U, Mascher M, Stein N. Genebank genomics highlights the diversity of a global barley collection. Nat Genet 2018; 51:319-326. [PMID: 30420647 DOI: 10.1038/s41588-018-0266-x] [Citation(s) in RCA: 197] [Impact Index Per Article: 32.8] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/02/2018] [Accepted: 09/26/2018] [Indexed: 01/22/2023]
Abstract
Genebanks hold comprehensive collections of cultivars, landraces and crop wild relatives of all major food crops, but their detailed characterization has so far been limited to sparse core sets. The analysis of genome-wide genotyping-by-sequencing data for almost all barley accessions of the German ex situ genebank provides insights into the global population structure of domesticated barley and points out redundancies and coverage gaps in one of the world's major genebanks. Our large sample size and dense marker data afford great power for genome-wide association scans. We detect known and novel loci underlying morphological traits differentiating barley genepools, find evidence for convergent selection for barbless awns in barley and rice and show that a major-effect resistance locus conferring resistance to bymovirus infection has been favored by traditional farmers. This study outlines future directions for genomics-assisted genebank management and the utilization of germplasm collections for linking natural variation to human selection during crop evolution.
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Affiliation(s)
- Sara G Milner
- Leibniz Institute of Plant Genetics and Crop Plant Research (IPK) Gatersleben, Seeland, Germany
| | - Matthias Jost
- Leibniz Institute of Plant Genetics and Crop Plant Research (IPK) Gatersleben, Seeland, Germany.,Agriculture and Food, The Commonwealth Scientific and Industrial Research Organisation, Canberra, Australia
| | - Shin Taketa
- Institute of Plant Science and Resources, Okayama University, Kurashiki, Japan
| | - Elena Rey Mazón
- Leibniz Institute of Plant Genetics and Crop Plant Research (IPK) Gatersleben, Seeland, Germany
| | - Axel Himmelbach
- Leibniz Institute of Plant Genetics and Crop Plant Research (IPK) Gatersleben, Seeland, Germany
| | - Markus Oppermann
- Leibniz Institute of Plant Genetics and Crop Plant Research (IPK) Gatersleben, Seeland, Germany
| | - Stephan Weise
- Leibniz Institute of Plant Genetics and Crop Plant Research (IPK) Gatersleben, Seeland, Germany
| | - Helmut Knüpffer
- Leibniz Institute of Plant Genetics and Crop Plant Research (IPK) Gatersleben, Seeland, Germany
| | - Martín Basterrechea
- Leibniz Institute of Plant Genetics and Crop Plant Research (IPK) Gatersleben, Seeland, Germany
| | - Patrick König
- Leibniz Institute of Plant Genetics and Crop Plant Research (IPK) Gatersleben, Seeland, Germany
| | - Danuta Schüler
- Leibniz Institute of Plant Genetics and Crop Plant Research (IPK) Gatersleben, Seeland, Germany
| | - Rajiv Sharma
- Leibniz Institute of Plant Genetics and Crop Plant Research (IPK) Gatersleben, Seeland, Germany.,University of Dundee at the James Hutton Institute, Invergowrie, UK
| | - Raj K Pasam
- Leibniz Institute of Plant Genetics and Crop Plant Research (IPK) Gatersleben, Seeland, Germany.,Department of Economic Development, Jobs, Transport and Resources, Centre for AgriBioscience, Agriculture Victoria Research, Bundoora, Victoria, Australia
| | - Twan Rutten
- Leibniz Institute of Plant Genetics and Crop Plant Research (IPK) Gatersleben, Seeland, Germany
| | - Ganggang Guo
- Institute of Crop Sciences, Chinese Academy of Agricultural Sciences, Beijing, China
| | - Dongdong Xu
- Institute of Crop Sciences, Chinese Academy of Agricultural Sciences, Beijing, China
| | - Jing Zhang
- Institute of Crop Sciences, Chinese Academy of Agricultural Sciences, Beijing, China
| | - Gerhard Herren
- Department of Plant and Microbial Biology, University of Zurich, Zurich, Switzerland
| | - Thomas Müller
- Department of Plant and Microbial Biology, University of Zurich, Zurich, Switzerland
| | - Simon G Krattinger
- Department of Plant and Microbial Biology, University of Zurich, Zurich, Switzerland.,Biological and Environmental Science and Engineering Division, King Abdullah University of Science and Technology, Thuwal, Saudi Arabia
| | - Beat Keller
- Department of Plant and Microbial Biology, University of Zurich, Zurich, Switzerland
| | - Yong Jiang
- Leibniz Institute of Plant Genetics and Crop Plant Research (IPK) Gatersleben, Seeland, Germany
| | - Maria Y González
- Leibniz Institute of Plant Genetics and Crop Plant Research (IPK) Gatersleben, Seeland, Germany
| | - Yusheng Zhao
- Leibniz Institute of Plant Genetics and Crop Plant Research (IPK) Gatersleben, Seeland, Germany
| | - Antje Habekuß
- Institute for Resistance Research and Stress Tolerance, Julius Kühn Institute (Federal Research Centre for Cultivated Plants), Quedlinburg, Germany
| | - Sandra Färber
- Institute for Resistance Research and Stress Tolerance, Julius Kühn Institute (Federal Research Centre for Cultivated Plants), Quedlinburg, Germany
| | - Frank Ordon
- Institute for Resistance Research and Stress Tolerance, Julius Kühn Institute (Federal Research Centre for Cultivated Plants), Quedlinburg, Germany
| | - Matthias Lange
- Leibniz Institute of Plant Genetics and Crop Plant Research (IPK) Gatersleben, Seeland, Germany
| | - Andreas Börner
- Leibniz Institute of Plant Genetics and Crop Plant Research (IPK) Gatersleben, Seeland, Germany
| | - Andreas Graner
- Leibniz Institute of Plant Genetics and Crop Plant Research (IPK) Gatersleben, Seeland, Germany
| | - Jochen C Reif
- Leibniz Institute of Plant Genetics and Crop Plant Research (IPK) Gatersleben, Seeland, Germany
| | - Uwe Scholz
- Leibniz Institute of Plant Genetics and Crop Plant Research (IPK) Gatersleben, Seeland, Germany
| | - Martin Mascher
- Leibniz Institute of Plant Genetics and Crop Plant Research (IPK) Gatersleben, Seeland, Germany. .,German Centre for Integrative Biodiversity Research (iDiv) Halle-Jena-Leipzig, Leipzig, Germany.
| | - Nils Stein
- Leibniz Institute of Plant Genetics and Crop Plant Research (IPK) Gatersleben, Seeland, Germany. .,Center for Integrated Breeding Research, Georg-August-Universität Göttingen, Göttingen, Germany.
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Klein H, Xiao Y, Conklin PA, Govindarajulu R, Kelly JA, Scanlon MJ, Whipple CJ, Bartlett M. Bulked-Segregant Analysis Coupled to Whole Genome Sequencing (BSA-Seq) for Rapid Gene Cloning in Maize. G3 (BETHESDA, MD.) 2018; 8:3583-3592. [PMID: 30194092 PMCID: PMC6222591 DOI: 10.1534/g3.118.200499] [Citation(s) in RCA: 41] [Impact Index Per Article: 6.8] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Received: 06/13/2018] [Accepted: 09/05/2018] [Indexed: 12/22/2022]
Abstract
Forward genetics remains a powerful method for revealing the genes underpinning organismal form and function, and for revealing how these genes are tied together in gene networks. In maize, forward genetics has been tremendously successful, but the size and complexity of the maize genome made identifying mutant genes an often arduous process with traditional methods. The next generation sequencing revolution has allowed for the gene cloning process to be significantly accelerated in many organisms, even when genomes are large and complex. Here, we describe a bulked-segregant analysis sequencing (BSA-Seq) protocol for cloning mutant genes in maize. Our simple strategy can be used to quickly identify a mapping interval and candidate single nucleotide polymorphisms (SNPs) from whole genome sequencing of pooled F2 individuals. We employed this strategy to identify narrow odd dwarf as an enhancer of teosinte branched1, and to identify a new allele of defective kernel1 Our method provides a quick, simple way to clone genes in maize.
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Affiliation(s)
- Harry Klein
- Plant Biology Graduate Program and Biology Department, University of Massachusetts Amherst, Amherst, MA 01003
| | - Yuguo Xiao
- Department of Biology, Brigham Young University, 4102 LSB, Provo, UT 84602
| | | | | | - Jacob A Kelly
- Department of Biology, Brigham Young University, 4102 LSB, Provo, UT 84602
| | | | - Clinton J Whipple
- Department of Biology, Brigham Young University, 4102 LSB, Provo, UT 84602
| | - Madelaine Bartlett
- Plant Biology Graduate Program and Biology Department, University of Massachusetts Amherst, Amherst, MA 01003
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Mulki MA, Bi X, von Korff M. FLOWERING LOCUS T3 Controls Spikelet Initiation But Not Floral Development. PLANT PHYSIOLOGY 2018; 178:1170-1186. [PMID: 30213796 PMCID: PMC6236595 DOI: 10.1104/pp.18.00236] [Citation(s) in RCA: 26] [Impact Index Per Article: 4.3] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 02/23/2018] [Accepted: 08/30/2018] [Indexed: 05/18/2023]
Abstract
In many angiosperm plants, FLOWERING LOCUS T (FT)-like genes have duplicated and functionally diverged to control different reproductive traits or stages. Barley (Hordeum vulgare) carries several FT-like genes, the functions of which are not well understood. We characterized the role of HvFT3 in the vegetative and reproductive development of barley. Overexpression of HvFT3 accelerated the initiation of spikelet primordia and the early reproductive development of spring barley independently of the photoperiod. However, HvFT3 overexpression did not accelerate floral development, and inflorescences aborted under short days, suggesting that HvFT3 controls spikelet initiation but not floral development. Analysis of a nonfunctional HvFT3 allele supported the specific effects of this gene on spikelet initiation independent of the photoperiod. HvFT3 caused the up-regulation of the winter and spring alleles of the vernalization gene VERNALIZATION1 (VRN-H1) in nonvernalized plants and was therefore dominant over the repressive effects of the vernalization pathway. Global transcriptome analysis in developing main shoot apices of the transgenic lines showed that HvFT3 modified the expression of genes involved in hormone synthesis and response, of floral homeotic genes, and of barley row-type genes SIX-ROWED-SPIKE1 (VRS1), SIX-ROWED-SPIKE4 (VRS4), and INTERMEDIUM C Understanding the specific functions of individual FT-like genes will allow modification of individual phases of preanthesis development and thereby adaptation to different environments and improved yield.
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Affiliation(s)
- Muhammad Aman Mulki
- Max Planck Institute for Plant Breeding Research, 50829 Cologne, Germany
- Institute of Plant Genetics, Heinrich-Heine-University, 40225 Düsseldorf, Germany
| | - Xiaojing Bi
- Max Planck Institute for Plant Breeding Research, 50829 Cologne, Germany
| | - Maria von Korff
- Max Planck Institute for Plant Breeding Research, 50829 Cologne, Germany
- Institute of Plant Genetics, Heinrich-Heine-University, 40225 Düsseldorf, Germany
- Cluster of Excellence on Plant Sciences "From Complex Traits towards Synthetic Modules" 40225 Düsseldorf, Germany
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Varshney RK, Singh VK, Kumar A, Powell W, Sorrells ME. Can genomics deliver climate-change ready crops? CURRENT OPINION IN PLANT BIOLOGY 2018; 45:205-211. [PMID: 29685733 PMCID: PMC6250981 DOI: 10.1016/j.pbi.2018.03.007] [Citation(s) in RCA: 57] [Impact Index Per Article: 9.5] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 02/12/2018] [Revised: 03/25/2018] [Accepted: 03/27/2018] [Indexed: 05/20/2023]
Abstract
Development of climate resilient crops with accelerating genetic gains in crops will require integration of different disciplines/technologies, to see the impact in the farmer's field. In this review, we summarize how we are utilizing our germplasm collections to identify superior alleles/haplotypes through NGS based sequencing approaches and how genomics-enabled technologies together with precise phenotyping are being used in crop breeding. Pre-breeding and genomics-assisted breeding approaches are contributing to the more efficient development of climate-resilient crops. It is anticipated that the integration of several disciplines/technologies will result in the delivery of climate change ready crops in less time.
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Affiliation(s)
- Rajeev K Varshney
- Center of Excellence in Genomics & Systems Biology, International Crops Research Institute for the Semi-Arid Tropics (ICRISAT), Patancheru 502324, India.
| | - Vikas K Singh
- International Rice Research Institute (IRRI), IRRI South Asia Hub, ICRISAT, Patancheru 502324, India
| | - Arvind Kumar
- International Rice Research Institute (IRRI), IRRI South Asia Hub, ICRISAT, Patancheru 502324, India
| | - Wayne Powell
- SRUC (Scotland's Rural College), Peter Wilson Building, West Mains Road, Edinburgh EH9 3JG, UK
| | - Mark E Sorrells
- Department of Plant Breeding, 240 Emerson Hall, Cornell, Ithaca, NY 14853-1902, USA
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Li ZF, Guo Y, Ou L, Hong H, Wang J, Liu ZX, Guo B, Zhang L, Qiu L. Identification of the dwarf gene GmDW1 in soybean (Glycine max L.) by combining mapping-by-sequencing and linkage analysis. TAG. THEORETICAL AND APPLIED GENETICS. THEORETISCHE UND ANGEWANDTE GENETIK 2018; 131:1001-1016. [PMID: 29550969 PMCID: PMC5895683 DOI: 10.1007/s00122-017-3044-8] [Citation(s) in RCA: 11] [Impact Index Per Article: 1.8] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 08/14/2017] [Accepted: 12/17/2017] [Indexed: 05/10/2023]
Abstract
KEY MESSAGE GmDW1 encodes an ent-kaurene synthase (KS) acting at the early step of the biosynthesis pathway for gibberellins (GAs) and regulates the development of plant height in soybean. Plant height is an important component of plant architecture, and significantly affects crop breeding practices and yield. Here, we report the characterization of an EMS-induced dwarf mutant (dw) of the soybean cultivar Zhongpin 661 (ZDD23893). The dw mutant displayed reduced plant height and shortened internodes, both of which were mainly attributed to the longitudinally decreased cell length. The bioactive GA1 (gibberellin A1) and GA4 (gibberellin A4) were not detectable in the stem of dw, and the dwarf phenotype could be rescued by treatment with exogenous GA3. Genetic analysis showed that the dwarf trait of dw was controlled by a recessive nuclear gene. By combining linkage analysis and mapping-by-sequencing, we mapped the GmDW1 gene to an approximately 460-kb region on chromosome (Chr.) 8, containing 36 annotated genes in the reference Willliams 82 genome. Of these genes, we identified two nonsynonymous single nucleotide polymorphisms (SNPs) that are present in the encoding regions of Gmdw1 and Glyma.08G165100 in dw, respectively. However, only the SNP mutation (T>A) at nucleotide 1224 in Gmdw1 cosegregated with the dwarf phenotype. GmDW1 encodes an ent-kaurene synthase, and was expressed in various tissues including root, stem, and leaf. Further phenotypic analysis of the allelic variations in soybean accessions strongly indicated that GmDW1 is responsible for the dwarf phenotype in dw. Our results provide important information for improving our understanding of the genetics of soybean plant height and crop breeding.
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Affiliation(s)
- Zhong-Feng Li
- National Key Facility for Gene Resources and Genetic Improvement/Key Laboratory of Crop Germplasm Utilization, Ministry of Agriculture, Institute of Crop Sciences, Chinese Academy of Agricultural Science, No. 12 Zhongguancun South Street, Haidian District, Beijing, 100081, People's Republic of China
| | - Yong Guo
- National Key Facility for Gene Resources and Genetic Improvement/Key Laboratory of Crop Germplasm Utilization, Ministry of Agriculture, Institute of Crop Sciences, Chinese Academy of Agricultural Science, No. 12 Zhongguancun South Street, Haidian District, Beijing, 100081, People's Republic of China
| | - Lin Ou
- College of Agriculture, Yangzi University, Jingzhou, 434025, People's Republic of China
| | - Huilong Hong
- National Key Facility for Gene Resources and Genetic Improvement/Key Laboratory of Crop Germplasm Utilization, Ministry of Agriculture, Institute of Crop Sciences, Chinese Academy of Agricultural Science, No. 12 Zhongguancun South Street, Haidian District, Beijing, 100081, People's Republic of China
| | - Jun Wang
- College of Agriculture, Yangzi University, Jingzhou, 434025, People's Republic of China
| | - Zhang-Xiong Liu
- National Key Facility for Gene Resources and Genetic Improvement/Key Laboratory of Crop Germplasm Utilization, Ministry of Agriculture, Institute of Crop Sciences, Chinese Academy of Agricultural Science, No. 12 Zhongguancun South Street, Haidian District, Beijing, 100081, People's Republic of China
| | - Bingfu Guo
- National Key Facility for Gene Resources and Genetic Improvement/Key Laboratory of Crop Germplasm Utilization, Ministry of Agriculture, Institute of Crop Sciences, Chinese Academy of Agricultural Science, No. 12 Zhongguancun South Street, Haidian District, Beijing, 100081, People's Republic of China
| | - Lijuan Zhang
- National Key Facility for Gene Resources and Genetic Improvement/Key Laboratory of Crop Germplasm Utilization, Ministry of Agriculture, Institute of Crop Sciences, Chinese Academy of Agricultural Science, No. 12 Zhongguancun South Street, Haidian District, Beijing, 100081, People's Republic of China
| | - Lijuan Qiu
- National Key Facility for Gene Resources and Genetic Improvement/Key Laboratory of Crop Germplasm Utilization, Ministry of Agriculture, Institute of Crop Sciences, Chinese Academy of Agricultural Science, No. 12 Zhongguancun South Street, Haidian District, Beijing, 100081, People's Republic of China.
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