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Zhang C, Ren H, Yao X, Wang K, Chang J, Shao W. Metabolomics and Transcriptomics Analyses Reveal Regulatory Networks Associated with Fatty Acid Accumulation in Pecan Kernels. JOURNAL OF AGRICULTURAL AND FOOD CHEMISTRY 2022; 70:16010-16020. [PMID: 36472227 DOI: 10.1021/acs.jafc.2c06947] [Citation(s) in RCA: 2] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 06/17/2023]
Abstract
Pecans are a globally important tree nut crop. Pecan nuts are rich in fatty acids (FAs), proteins, and flavonoids in addition to thiamine and numerous micronutrients. Although several of these nutriments have been studied in this plant, the comprehensive metabolite variations and molecular mechanisms associated with them have not been fully elucidated. In this study, untargeted metabolomics and transcriptomics were integrated to reveal the metabolite accumulation patterns and their associated molecular mechanisms during pecan kernel development. In total, 4260 (under positive mode) and 2726 (under negative mode) high quality features were retained. Overall, 163 differentially accumulated metabolites were identified. Most components were classified into the categories "organic acids and derivatives" and "lipids and lipid-like molecules." The accumulation patterns of amino acids, FAs, carbohydrates, organic acids, vitamins, flavonoids, and phenylpropanoids alongside embryo development were determined. Furthermore, transcriptomes from four pecan kernel developmental stages were used to assess transcript expression levels. Coexpression analyses were performed between FAs and their related genes. This study provides a comprehensive overview of the metabolic changes and regulations during pecan kernel development. We believe that the identification of nutriment accumulation trends and hub genes associated with the biosynthesis of the components will be valuable for genetically improving this plant.
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Affiliation(s)
- Chengcai Zhang
- Research Institute of Subtropical Forestry, Chinese Academy of Forestry, Fuyang District, Hangzhou, Zhejiang Province 311400, China
| | - Huadong Ren
- Research Institute of Subtropical Forestry, Chinese Academy of Forestry, Fuyang District, Hangzhou, Zhejiang Province 311400, China
| | - Xiaohua Yao
- Research Institute of Subtropical Forestry, Chinese Academy of Forestry, Fuyang District, Hangzhou, Zhejiang Province 311400, China
| | - Kailiang Wang
- Research Institute of Subtropical Forestry, Chinese Academy of Forestry, Fuyang District, Hangzhou, Zhejiang Province 311400, China
| | - Jun Chang
- Research Institute of Subtropical Forestry, Chinese Academy of Forestry, Fuyang District, Hangzhou, Zhejiang Province 311400, China
| | - Weizhong Shao
- Forestry Bureau of Jiande, Jiande, Zhejiang Province 311600, China
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Chen DJ, Luo XG, Yan LH, Si CL, Wang N, He HP, Zhang TC. Transcriptome analysis of unsaturated fatty acids biosynthesis shows essential genes in sprouting of Acer truncatum Bunge seeds. FOOD BIOSCI 2021. [DOI: 10.1016/j.fbio.2020.100739] [Citation(s) in RCA: 4] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/27/2022]
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3
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Qi W, Lu H, Zhang Y, Cheng J, Huang B, Lu X, Sheteiwy MSA, Kuang S, Shao H. Oil crop genetic modification for producing added value lipids. Crit Rev Biotechnol 2020; 40:777-786. [PMID: 32605455 DOI: 10.1080/07388551.2020.1785384] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 10/23/2022]
Abstract
Plant lipids, mainly stored in seeds and other plant parts, are not only a crucial resource for food and fodder but are also a promising alternative to fossil oils as a chemical industry feedstock. Oil crop cultivation and processing are always important parts of agriculture worldwide. Vegetable oils containing polyunsaturated fatty acids, very long chain fatty acids, conjugated fatty acids, hydroxy fatty acids and wax esters, have outstanding nutritional, lubricating, surfactant, and artificial-fibre-synthesis properties, amongst others. Enhancing the production of such specific lipid components is of economic interest. There has been a considerable amount of information reported about plant lipid biosynthesis, including identification of the pathway map of carbon flux, key enzymes (and the coding genes), and substrate affinities. Plant lipid biosynthesis engineering to produce special oil compounds has become feasible, although until now, only limited progress has been made in the laboratory. It is relatively easy to achieve the experimental objectives, for example, accumulating novel lipid compounds in given plant tissues facilitated by genetic modification. Applying such technologies to agricultural production is difficult, and the challenge is to make engineered crops economically attractive, which is impeded by only moderate success. To achieve this goal, more complicated and systematic strategies should be developed and discussed based on the relevant results currently available.
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Affiliation(s)
- Weicong Qi
- Salt-soil Agricultural Center, Key Laboratory of Agricultural Environment in the Lower Reaches of Yangtze River Plain, Institute of Agricultural Resources and Environment, Jiangsu Academy of Agricultural Sciences(JAAS), Nanjing, PR China.,Key Laboratory of Oil Crops in Huanghuaihai Plain, Ministry of Agriculture, PR China,Henan Provincial Key Laboratory for Oil Crops Improvement, Zheng Zhou, PR China
| | - Haiying Lu
- Salt-soil Agricultural Center, Key Laboratory of Agricultural Environment in the Lower Reaches of Yangtze River Plain, Institute of Agricultural Resources and Environment, Jiangsu Academy of Agricultural Sciences(JAAS), Nanjing, PR China
| | - Yang Zhang
- Key Laboratory of Oil Crops in Huanghuaihai Plain, Ministry of Agriculture, PR China,Henan Provincial Key Laboratory for Oil Crops Improvement, Zheng Zhou, PR China
| | - Jihua Cheng
- Yuan Longping High-tech Agriculture Co., LTD, Changsha, PR China
| | - Bangquan Huang
- College of Life Sciences, Hubei University, Wuhan, PR China
| | - Xin Lu
- Salt-soil Agricultural Center, Key Laboratory of Agricultural Environment in the Lower Reaches of Yangtze River Plain, Institute of Agricultural Resources and Environment, Jiangsu Academy of Agricultural Sciences(JAAS), Nanjing, PR China
| | - Mohamed Salah Amr Sheteiwy
- Salt-soil Agricultural Center, Key Laboratory of Agricultural Environment in the Lower Reaches of Yangtze River Plain, Institute of Agricultural Resources and Environment, Jiangsu Academy of Agricultural Sciences(JAAS), Nanjing, PR China.,Department of Agronomy, Faculty of Agriculture, Mansoura University, Mansoura, Egypt
| | - Shaoping Kuang
- College of Environment and Safety Engineering, Qingdao University of Science & Technology, Qingdao, PR China
| | - Hongbo Shao
- Salt-soil Agricultural Center, Key Laboratory of Agricultural Environment in the Lower Reaches of Yangtze River Plain, Institute of Agricultural Resources and Environment, Jiangsu Academy of Agricultural Sciences(JAAS), Nanjing, PR China.,College of Environment and Safety Engineering, Qingdao University of Science & Technology, Qingdao, PR China.,Jiangsu Key Laboratory for Bioresources of Saline Soils, Jiangsu Synthetic Innovation Center for Coastal Bio-agriculture, Yancheng Teachers University, Yancheng, PR China
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Abe K, Araki E, Suzuki Y, Toki S, Saika H. Production of high oleic/low linoleic rice by genome editing. PLANT PHYSIOLOGY AND BIOCHEMISTRY : PPB 2018; 131:58-62. [PMID: 29735369 DOI: 10.1016/j.plaphy.2018.04.033] [Citation(s) in RCA: 59] [Impact Index Per Article: 9.8] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 03/20/2018] [Revised: 04/24/2018] [Accepted: 04/24/2018] [Indexed: 05/24/2023]
Abstract
Rice bran oil (RBO) contains many valuable healthy constituents, including oleic acid. Improvement of the fatty acid composition in RBO, including an increase in the content of oleic acid, which helps suppress lifestyle disease, would increase health benefits. The enzyme fatty acid desaturase 2 (FAD2) catalyzes the conversion of oleic acid to linoleic acid in plants, and FAD2 mutants exhibit altered oleic and linoleic acid content in many crops. There are three functional FAD2 genes in the genome of rice (Oryza sativa L.), and, of these, expression of the OsFAD2-1 gene is highest in rice seeds. In order to produce high oleic/low linoleic RBO, we attempted to disrupt the OsFAD2-1 gene by CRISPR/Cas9-mediated targeted mutagenesis. We succeeded in the production of homozygous OsFAD2-1 knockout rice plants. The content of oleic acid increased to more than twice that of wild type, and, surprisingly, linoleic acid, a catabolite of oleic acid by FAD2, decreased dramatically to undetectable levels in fad2-1 mutant brown rice seeds. In this study, by genome editing based on genome information, we succeeded in the production of rice whose fatty acid composition is greatly improved. We suggest that CRISPR/Cas9-mediated mutagenesis of a major gene that shows dominant expression in the target tissue could be a powerful tool to improve target traits in a tissue-specific manner.
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Affiliation(s)
- Kiyomi Abe
- Plant Genome Engineering Research Unit, Institute of Agrobiological Sciences, National Agriculture and Food Research Organization, 2-1-2 Kannondai, Tsukuba, Ibaraki, 305-8602, Japan
| | - Etsuko Araki
- Rice Quality Research Unit, Institute of Crop Science, National Agriculture and Food Research Organization, 2-1-2 Kannondai, Tsukuba, Ibaraki 305-8518, Japan
| | - Yasuhiro Suzuki
- Bio-oriented Technology Research Advancement Institution, National Agriculture and Food Research Organization, 1-40-2, Nissinmachi, Kita-ku, Saitama, Saitama, 331-8537, Japan
| | - Seiichi Toki
- Plant Genome Engineering Research Unit, Institute of Agrobiological Sciences, National Agriculture and Food Research Organization, 2-1-2 Kannondai, Tsukuba, Ibaraki, 305-8602, Japan; Kihara Institute for Biological Research, Yokohama City University, 641-12 Maioka-cho, Yokohama, Kanagawa, 244-0813, Japan
| | - Hiroaki Saika
- Plant Genome Engineering Research Unit, Institute of Agrobiological Sciences, National Agriculture and Food Research Organization, 2-1-2 Kannondai, Tsukuba, Ibaraki, 305-8602, Japan.
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Venkateshwari V, Vijayakumar A, Vijayakumar AK, Reddy LPA, Srinivasan M, Rajasekharan R. Leaf lipidome and transcriptome profiling of Portulaca oleracea: characterization of lysophosphatidylcholine acyltransferase. PLANTA 2018; 248:347-367. [PMID: 29736624 DOI: 10.1007/s00425-018-2908-8] [Citation(s) in RCA: 5] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 01/28/2018] [Accepted: 04/16/2018] [Indexed: 06/08/2023]
Abstract
Portulaca leaves serve as an alternative bioresource for edible PUFAs. Transcriptome data provide information to explore Portulaca as a model system for galactolipids, leaf lipid metabolism, and PUFA-rich designer lipids. Poly-unsaturated fatty acids (PUFAs) are gaining importance due to their innumerable health benefits, and hence, understanding their biosynthesis in plants has attained prominence in recent years. The most common source of PUFAs is of marine origin. Although reports have identified Portulaca oleracea (purslane) as a leaf source of omega-3 fatty acids in the form of alpha-linolenic acid (ALA), the mechanism of ALA accumulation and its distribution into various lipids has not been elucidated. Here, we present the lipid profiles of leaves and seeds of several accessions of P. oleracea. Among the nineteen distinct accessions, the RR04 accession has the highest amount of ALA and is primarily associated with galactolipids. In addition, we report the transcriptome of RR04, and we have mapped the potential genes involved in lipid metabolism. Phosphatidylcholine (PC) is the major site of acyl editing, which is catalyzed by lysophosphatidylcholine acyltransferase (LPCAT), an integral membrane protein that plays a major role in supplying oleate to the PC pool for further unsaturation. Our investigations using mass spectrometric analysis of leaf microsomal fractions identified LPCAT as part of a membrane protein complex. Both native and recombinant LPCAT showed strong acyltransferase activity with various acyl-CoA substrates. Altogether, the results suggest that ALA-rich glycerolipid biosynthetic machinery is highly active in nutritionally important Portulaca leaves. Furthermore, lipidome, transcriptome, and mass spectrometric analyses of RR04 provide novel information for exploring Portulaca as a potential resource and a model system for studying leaf lipid metabolism.
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Affiliation(s)
- Varadarajan Venkateshwari
- Department of Lipid Science, Central Food Technological Research Institute, Mysore, 570020, Karnataka, India
- Academy of Scientific and Innovative Research, New Delhi, India
| | - Anitha Vijayakumar
- Department of Lipid Science, Central Food Technological Research Institute, Mysore, 570020, Karnataka, India
| | - Arun Kumar Vijayakumar
- Food Safety and Analytical Quality Control Department, Central Food Technological Research Institute, Mysore, 570020, Karnataka, India
| | - L Prasanna Anjaneya Reddy
- Department of Lipid Science, Central Food Technological Research Institute, Mysore, 570020, Karnataka, India
| | - Malathi Srinivasan
- Department of Lipid Science, Central Food Technological Research Institute, Mysore, 570020, Karnataka, India
- Academy of Scientific and Innovative Research, New Delhi, India
| | - Ram Rajasekharan
- Department of Lipid Science, Central Food Technological Research Institute, Mysore, 570020, Karnataka, India.
- Academy of Scientific and Innovative Research, New Delhi, India.
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Li X, Mei D, Liu Q, Fan J, Singh S, Green A, Zhou XR, Zhu LH. Down-regulation of crambe fatty acid desaturase and elongase in Arabidopsis and crambe resulted in significantly increased oleic acid content in seed oil. PLANT BIOTECHNOLOGY JOURNAL 2016; 14:323-31. [PMID: 25998013 DOI: 10.1111/pbi.12386] [Citation(s) in RCA: 10] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 02/01/2015] [Revised: 03/21/2015] [Accepted: 03/24/2015] [Indexed: 05/21/2023]
Abstract
High oleic oil is an important industrial feedstock that has been one of the main targets for oil improvement in a number of oil crops. Crambe (Crambe abyssinica) is a dedicated oilseed crop, suitable for industrial oil production. In this study, we down-regulated the crambe fatty acid desaturase (FAD) and fatty acid elongase (FAE) genes for creating high oleic seed oil. We first cloned the crambe CaFAD2, CaFAD3 and CaFAE1 genes. Multiple copies of each of these genes were isolated, and the highly homologous sequences were used to make RNAi constructs. These constructs were first tested in Arabidopsis, which led to the elevated oleic or linoleic levels depending on the genes targeted, indicating that the RNAi constructs were effective in regulating the expression of the target genes in nonidentical but closely related species. Furthermore, down-regulation of CaFAD2 and CaFAE1 in crambe with the FAD2-FAE1 RNAi vector resulted in even more significant increase in oleic acid level in the seed oil with up to 80% compared to 13% for wild type. The high oleic trait has been stable in subsequent five generations and the GM line grew normally in greenhouse. This work has demonstrated the great potential of producing high oleic oil in crambe, thus contributing to its development into an oil crop platform for industrial oil production.
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Affiliation(s)
- Xueyuan Li
- Department of Plant Breeding, Swedish University of Agricultural Sciences, Alnarp, Sweden
| | - Desheng Mei
- CSIRO Food, Nutrition & Bioproducts Flagship, Canberra, ACT, Australia
- Institute of Oil Crops, Chinese Academy of Agricultural Sciences, Wuhan, China
| | - Qing Liu
- CSIRO Food, Nutrition & Bioproducts Flagship, Canberra, ACT, Australia
- CSIRO Agriculture Flagship, Canberra, ACT, Australia
| | - Jing Fan
- Department of Plant Breeding, Swedish University of Agricultural Sciences, Alnarp, Sweden
| | - Surinder Singh
- CSIRO Food, Nutrition & Bioproducts Flagship, Canberra, ACT, Australia
- CSIRO Agriculture Flagship, Canberra, ACT, Australia
| | - Allan Green
- CSIRO Food, Nutrition & Bioproducts Flagship, Canberra, ACT, Australia
| | - Xue-Rong Zhou
- CSIRO Food, Nutrition & Bioproducts Flagship, Canberra, ACT, Australia
- CSIRO Agriculture Flagship, Canberra, ACT, Australia
| | - Li-Hua Zhu
- Department of Plant Breeding, Swedish University of Agricultural Sciences, Alnarp, Sweden
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Wang F, Chen H, Li X, Wang N, Wang T, Yang J, Guan L, Yao N, Du L, Wang Y, Liu X, Chen X, Wang Z, Dong Y, Li H. Mining and identification of polyunsaturated fatty acid synthesis genes active during camelina seed development using 454 pyrosequencing. BMC PLANT BIOLOGY 2015; 15:147. [PMID: 26084534 PMCID: PMC4470060 DOI: 10.1186/s12870-015-0513-6] [Citation(s) in RCA: 6] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 12/10/2014] [Accepted: 04/28/2015] [Indexed: 05/26/2023]
Abstract
BACKGROUND Camelina (Camelina sativa L.) is well known for its high unsaturated fatty acid content and great resistance to environmental stress. However, little is known about the molecular mechanisms of unsaturated fatty acid biosynthesis in this annual oilseed crop. To gain greater insight into this mechanism, the transcriptome profiles of seeds at different developmental stages were analyzed by 454 pyrosequencing. RESULTS Sequencing of two normalized 454 libraries produced 831,632 clean reads. A total of 32,759 unigenes with an average length of 642 bp were obtained by de novo assembly, and 12,476 up-regulated and 12,390 down-regulated unigenes were identified in the 20 DAF (days after flowering) library compared with the 10 DAF library. Functional annotations showed that 220 genes annotated as fatty acid biosynthesis genes were up-regulated in 20 DAF sample. Among them, 47 candidate unigenes were characterized as responsible for polyunsaturated fatty acid synthesis. To verify unigene expression levels calculated from the transcriptome analysis results, quantitative real-time PCR was performed on 11 randomly selected genes from the 220 up-regulated genes; 10 showed consistency between qRT-PCR and 454 pyrosequencing results. CONCLUSIONS Investigation of gene expression levels revealed 32,759 genes involved in seed development, many of which showed significant changes in the 20 DAF sample compared with the 10 DAF sample. Our 454 pyrosequencing data for the camelina transcriptome provide an insight into the molecular mechanisms and regulatory pathways of polyunsaturated fatty acid biosynthesis in camelina. The genes characterized in our research will provide candidate genes for the genetic modification of crops.
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Affiliation(s)
- Fawei Wang
- Ministry of Education Engineering Research Center of Bioreactor and Pharmaceutical Development, Jilin Agricultural University, Changchun, Jilin, 130118, China.
| | - Huan Chen
- College of life Sciences, Jilin Agricultural University, Changchun, Jilin, 130118, China.
| | - Xiaowei Li
- Ministry of Education Engineering Research Center of Bioreactor and Pharmaceutical Development, Jilin Agricultural University, Changchun, Jilin, 130118, China.
| | - Nan Wang
- Ministry of Education Engineering Research Center of Bioreactor and Pharmaceutical Development, Jilin Agricultural University, Changchun, Jilin, 130118, China.
| | - Tianyi Wang
- College of life Sciences, Jilin Agricultural University, Changchun, Jilin, 130118, China.
| | - Jing Yang
- Ministry of Education Engineering Research Center of Bioreactor and Pharmaceutical Development, Jilin Agricultural University, Changchun, Jilin, 130118, China.
| | - Lili Guan
- Ministry of Education Engineering Research Center of Bioreactor and Pharmaceutical Development, Jilin Agricultural University, Changchun, Jilin, 130118, China.
| | - Na Yao
- Ministry of Education Engineering Research Center of Bioreactor and Pharmaceutical Development, Jilin Agricultural University, Changchun, Jilin, 130118, China.
| | - Linna Du
- Ministry of Education Engineering Research Center of Bioreactor and Pharmaceutical Development, Jilin Agricultural University, Changchun, Jilin, 130118, China.
| | - Yanfang Wang
- Ministry of Education Engineering Research Center of Bioreactor and Pharmaceutical Development, Jilin Agricultural University, Changchun, Jilin, 130118, China.
| | - Xiuming Liu
- Ministry of Education Engineering Research Center of Bioreactor and Pharmaceutical Development, Jilin Agricultural University, Changchun, Jilin, 130118, China.
| | - Xifeng Chen
- Jilin Technology Innovation Center for Soybean Region, Jilin Agricultural University, Changchun, Jilin, 130118, China.
| | - Zhenmin Wang
- Jilin Technology Innovation Center for Soybean Region, Jilin Agricultural University, Changchun, Jilin, 130118, China.
| | - Yuanyuan Dong
- Ministry of Education Engineering Research Center of Bioreactor and Pharmaceutical Development, Jilin Agricultural University, Changchun, Jilin, 130118, China.
| | - Haiyan Li
- Ministry of Education Engineering Research Center of Bioreactor and Pharmaceutical Development, Jilin Agricultural University, Changchun, Jilin, 130118, China.
- College of life Sciences, Jilin Agricultural University, Changchun, Jilin, 130118, China.
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Cheng J, Salentijn EMJ, Huang B, Denneboom C, Qi W, Dechesne AC, Krens FA, Visser RGF, van Loo EN. Detection of induced mutations in CaFAD2 genes by next-generation sequencing leading to the production of improved oil composition in Crambe abyssinica. PLANT BIOTECHNOLOGY JOURNAL 2015; 13:471-81. [PMID: 25393152 DOI: 10.1111/pbi.12269] [Citation(s) in RCA: 5] [Impact Index Per Article: 0.6] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 04/11/2014] [Revised: 08/10/2014] [Accepted: 08/20/2014] [Indexed: 05/09/2023]
Abstract
Crambe abyssinica is a hexaploid oil crop for industrial applications. An increase of erucic acid (C22:1) and reduction of polyunsaturated fatty acid (PUFA) contents in crambe oil is a valuable improvement. An increase in oleic acid (C18:1), a reduction in PUFA and possibly an increase in C22:1 can be obtained by down-regulating the expression of fatty acid desaturase2 genes (CaFAD2), which code for the enzyme that converts C18:1 into C18:2. We conducted EMS-mutagenesis in crambe, followed by Illumina sequencing, to screen mutations in three expressed CaFAD2 genes. Two novel analysis strategies were used to detect mutation sites. In the first strategy, mutation detection targeted specific sequence motifs. In the second strategy, every nucleotide position in a CaFAD2 fragment was tested for the presence of mutations. Seventeen novel mutations were detected in 1100 one-dimensional pools (11 000 individuals) in three expressed CaFAD2 genes, including non-sense mutations and mis-sense mutations in CaFAD2-C1, -C2 and -C3. The homozygous non-sense mutants for CaFAD2-C3 resulted in a 25% higher content of C18:1 and 25% lower content of PUFA compared to the wild type. The mis-sense mutations only led to small changes in oil composition. Concluding, targeted mutation detection using NGS in a polyploid was successfully applied and it was found that a non-sense mutation in even a single CaFAD2 gene can lead to changes in crambe oil composition. Stacking the mutations in different CaFAD2 may gain additional changes in C18:1 and PUFA contents.
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Affiliation(s)
- Jihua Cheng
- Wageningen UR Plant Breeding, Wageningen, The Netherlands; College of Life Science, Hubei University, Hubei, China
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