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Lee JW, Kim JM, Kim DJ, Seo JS, Ha BK, Kwon SJ. Identification of SNPs associated with fatty acid contents in mutant soybean lines by a genome-wide association study. Genes Genomics 2025; 47:307-320. [PMID: 39714591 DOI: 10.1007/s13258-024-01608-5] [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: 09/24/2024] [Accepted: 12/06/2024] [Indexed: 12/24/2024]
Abstract
BACKGROUND Vegetable oils are primarily composed of unsaturated fatty acids. Soybean [Glycine max (L.) Merr.] oil, accounting for 28% of the global production of vegetable oil, contains mainly two saturated fatty acids (palmitic acid and stearic acid) and three unsaturated fatty acids (oleic acid, linoleic acid, and linolenic acid) in seeds. OBJECTIVE The five fatty acids determine soybean oil quality. We aimed to identify genetic relationship between genomics and fatty acid contents in soybean mutant pool. METHODS This study used a mutant diversity pool (MDP) comprising 192 soybean lines. A genome-wide association study (GWAS) was conducted with the diverse fatty acid contents in MDP and 17,631 filtered SNPs from genotyping-by-sequencing (GBS). RESULTS The GWAS revealed nine significant SNPs within intragenic regions that were associated with fatty acid composition. These SNPs corresponded to six genes (Glyma.03g042500, Glyma.07g069200, Glyma.13g150200, Glyma.14g223100, Glyma.15g084700, and Glyma.15g274000), of which three (Glyma.03g042500, Glyma.13g150200, and Glyma.15g274000) were predicted to be candidate genes influencing oleic acid, linoleic acid, and linolenic acid contents. Analyses of SNP allelic effects revealed the largest and smallest significant differences in fatty acid contents were 5.53% (linolenic acid) and 0.4% (stearic acid), respectively. CONCLUSION The present study detected significant phenotypic variations and genetic associations underlying the fatty acid composition of soybean seeds in MDP lines. The mutant seeds differed from the original cultivars in terms of fatty acids composition, with the allelic effects of significant SNPs influencing the fatty acid content in seeds. These findings may be useful for enhancing breeding strategies to optimize soybean oil quality for various uses.
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Affiliation(s)
- Jeong Woo Lee
- Advanced Radiation Technology Institute, Korea Atomic Energy Research Institute, Jeongeup, 56212, Republic of Korea
- Division of Plant Biotechnology, Colleage of Agriculture and Life Sciences, Chonnam National University, Gwangju, 61186, Republic of Korea
| | - Jung Min Kim
- Advanced Radiation Technology Institute, Korea Atomic Energy Research Institute, Jeongeup, 56212, Republic of Korea
| | - Dae June Kim
- Advanced Radiation Technology Institute, Korea Atomic Energy Research Institute, Jeongeup, 56212, Republic of Korea
- Division of Plant Biotechnology, Colleage of Agriculture and Life Sciences, Chonnam National University, Gwangju, 61186, Republic of Korea
| | - Ji Su Seo
- College of Pharmacy, Chungnam National University, Daejeon, 34134, Republic of Korea
| | - Bo-Keun Ha
- Division of Plant Biotechnology, Colleage of Agriculture and Life Sciences, Chonnam National University, Gwangju, 61186, Republic of Korea.
| | - Soon-Jae Kwon
- Advanced Radiation Technology Institute, Korea Atomic Energy Research Institute, Jeongeup, 56212, Republic of Korea.
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Li C, Zhang X, Gao W, Liang S, Wang S, Zhang X, Wang J, Yao J, Li Y, Liu Y. The chromosome-level Elaeagnus mollis genome and transcriptomes provide insights into genome evolution, glycerolipid and vitamin E biosynthesis in seeds. Int J Biol Macromol 2024; 281:136273. [PMID: 39370078 DOI: 10.1016/j.ijbiomac.2024.136273] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/12/2024] [Revised: 09/29/2024] [Accepted: 10/02/2024] [Indexed: 10/08/2024]
Abstract
Elaeagnus mollis, which has seeds with high lipid and vitamin E contents, is a valuable woody oil plant with potential for utilization. Currently, the biosynthesis and regulation mechanism of glycerolipids and vitamin E are still unknown in E. mollis. Here, we present the chromosome-level reference genome of E. mollis (scaffold N50: ~40.66Mbp, genome size: ~591.48Mbp) by integrating short-read, long-read, and Hi-C sequencing platforms. A total of 36,796 protein-coding sequences, mainly located on 14 proto-chromosomes, were predicted. Additionally, two whole genome duplication (WGD) events were suggested to have occurred ~54.07 and ~35.06 million years ago (MYA), with Elaeagnaceae plants probably experiencing both WGD events. Furthermore, the long terminal retrotransposons in E. mollis were active ~0.23MYA, and one of them was inferred to insert into coding sequence of the negative regulatory lipid synthesis gene, EMF2. Through transcriptomic and metabonomic analysis, key genes contributing to the high lipid and vitamin E levels of E. mollis seeds were identified, while miRNA regulation was also considered. This comprehensive work on the E. mollis genome not only provides a solid theoretical foundation and experimental basis for the efficient utilization of seed lipids and vitamin E, but also contributes to the exploration of new genetic resources.
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Affiliation(s)
- Changle Li
- College of Forestry, Northwest Agriculture and Forestry University, Yangling 712100, Shaanxi, China
| | - Xianzhi Zhang
- College of Horticulture and Landscape Architecture, Zhongkai University of Agriculture and Engineering, Guangzhou 510225, Guangdong, China
| | - Weilong Gao
- College of Forestry, Northwest Agriculture and Forestry University, Yangling 712100, Shaanxi, China
| | - Shuoqing Liang
- College of Forestry, Northwest Agriculture and Forestry University, Yangling 712100, Shaanxi, China
| | - Shengshu Wang
- College of Forestry, Northwest Agriculture and Forestry University, Yangling 712100, Shaanxi, China
| | - Xueli Zhang
- College of Forestry, Northwest Agriculture and Forestry University, Yangling 712100, Shaanxi, China
| | - Jianxin Wang
- College of Forestry, Northwest Agriculture and Forestry University, Yangling 712100, Shaanxi, China
| | - Jia Yao
- College of Forestry, Northwest Agriculture and Forestry University, Yangling 712100, Shaanxi, China
| | - Yongquan Li
- College of Horticulture and Landscape Architecture, Zhongkai University of Agriculture and Engineering, Guangzhou 510225, Guangdong, China.
| | - Yulin Liu
- College of Forestry, Northwest Agriculture and Forestry University, Yangling 712100, Shaanxi, China.
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Kim I, Do H, Park ME, Kim HU. Multiple transcription factors of Arabidopsis thaliana that are activated by LEAFY COTYLEDON 2 regulate triacylglycerol biosynthesis. THE PLANT JOURNAL : FOR CELL AND MOLECULAR BIOLOGY 2024; 119:604-616. [PMID: 38594953 DOI: 10.1111/tpj.16762] [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: 11/03/2023] [Revised: 03/15/2024] [Accepted: 03/25/2024] [Indexed: 04/11/2024]
Abstract
Plant triacylglycerols (TAG) are used in food and various industrial feedstocks. LEAFY COTYLEDON 2 (LEC2), a master positive regulator of TAG biosynthesis, regulates a complex network of transcription factors (TFs) during seed development. Aside from WRINKLED1 (WRI1), the TFs regulated by LEC2 related to TAG biosynthesis have not yet been identified. Previously, we identified 25 seed-expressing TFs that were upregulated in Arabidopsis leaves that overexpressed senescence-induced LEC2. In this study, each of the 25 TFs was transiently expressed in the leaves of Nicotiana benthamiana to identify unknown TFs that regulate TAG biosynthesis. The TAG content of the transformed leaves was analyzed using thin layer chromatography and gas chromatography. We observed that five TFs, ARABIDOPSIS RESPONSIVE REGULATOR 21 (ARR21), AINTEGUMENTA-LIKE 6 (AIL6), APETALA2/ETHYLENE RESPONSIVE FACTOR 55 (ERF55), WRKY DNA-BINDING PROTEIN 8 (WRKY8), and ARABIDOPSIS NAC DOMAIN CONTAINING PROTEIN 38 (ANAC038) increased TAG synthesis in the leaves. Among these, the promoters of AIL6, ERF55, WRKY8, and ANAC038 contain RY motifs, which are LEC2-binding sites activated by LEC2. AIL6 overexpression in Arabidopsis increased the total fatty acid (FA) content in seeds and altered the FA composition, with increases in 16:0, 18:1, and 18:2 and decreases in 18:0, 18:3, and 20:1 compared with those in the wild type (WT). AIL6 overexpression activates several FA and TAG biosynthesis genes. Therefore, our study successfully identified several new TFs regulated by LEC2 in TAG biosynthesis and showed that AIL6 increased the TAG content in seeds.
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Affiliation(s)
- Inyoung Kim
- Department of Molecular Biology, Sejong University, Seoul, 05006, Republic of Korea
| | - Hyungju Do
- Department of Bioindustry and Bioresource Engineering, Sejong University, Seoul, 05006, Republic of Korea
| | - Mid-Eum Park
- Department of Molecular Biology, Sejong University, Seoul, 05006, Republic of Korea
| | - Hyun Uk Kim
- Department of Molecular Biology, Sejong University, Seoul, 05006, Republic of Korea
- Department of Bioindustry and Bioresource Engineering, Sejong University, Seoul, 05006, Republic of Korea
- Plant Engineering Research Institute, Sejong University, Seoul, 05006, Republic of Korea
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Liu X, Li N, Chen A, Saleem N, Jia Q, Zhao C, Li W, Zhang M. FUSCA3-induced AINTEGUMENTA-like 6 manages seed dormancy and lipid metabolism. PLANT PHYSIOLOGY 2023; 193:1091-1108. [PMID: 37418568 DOI: 10.1093/plphys/kiad397] [Citation(s) in RCA: 9] [Impact Index Per Article: 4.5] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 01/05/2023] [Revised: 06/16/2023] [Accepted: 06/18/2023] [Indexed: 07/09/2023]
Abstract
FUSCA 3 (FUS3), a seed master regulator, plays critical role in seed dormancy and oil accumulation. However, its downstream regulation mechanisms remain poorly understood. Here, we explored the roles of AINTEGUMENTA-like 6 (AIL6), a seed transcription factor, in these processes. The activation of AIL6 by FUS3 was demonstrated by dual-LUC assay. Seeds of ail6 mutants showed alterations in fatty acid compositions, and both AtAIL6 (AIL6 from Arabidopsis thaliana) and BnaAIL6 (AIL6 from Brassica napus) rescued the phenotype. Over-expression (OE) of AIL6s reversed changes in seed fatty acid composition. Notably, OE lines showed low seed germination rates down to 12% compared to 100% of wild-type Col-0. Transcriptome analysis of the mutant and an OE line indicated widespread expression changes of genes involved in lipid metabolism and phytohormone pathways. In OE mature seeds, GA4 content decreased more than 15-fold, while abscisic acid and indole-3-acetic acid (IAA) contents clearly increased. Exogenous GA3 treatments did not effectively rescue the low germination rate. Nicking seed coats increased germination rates from 25% to nearly 80% while the wild-type rdr6-11 is 100% and 98% respectively, and elongation of storage time also improved seed germination. Furthermore, dormancy imposed by AIL6 was fully released in the della quintuple mutant. Together, our results indicate AIL6 acts as a manager downstream of FUS3 in seed dormancy and lipid metabolism.
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Affiliation(s)
- Xiangling Liu
- College of Agronomy, Northwest A&F University, Yangling, Shaanxi 712100, China
| | - Na Li
- College of Agronomy, Northwest A&F University, Yangling, Shaanxi 712100, China
| | - Aoyu Chen
- College of Agronomy, Northwest A&F University, Yangling, Shaanxi 712100, China
| | - Noor Saleem
- College of Agronomy, Northwest A&F University, Yangling, Shaanxi 712100, China
| | - Qingli Jia
- College of Agronomy, Northwest A&F University, Yangling, Shaanxi 712100, China
| | - Cuizhu Zhao
- College of Agronomy, Northwest A&F University, Yangling, Shaanxi 712100, China
| | - Wenqiang Li
- College of Agronomy, Northwest A&F University, Yangling, Shaanxi 712100, China
| | - Meng Zhang
- College of Agronomy, Northwest A&F University, Yangling, Shaanxi 712100, China
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Jin Y, Wang B, Tian L, Zhao L, Guo S, Zhang H, Xu L, Han Z. Identification of miRNAs and their target genes associated with improved maize seed vigor induced by gibberellin. FRONTIERS IN PLANT SCIENCE 2022; 13:1008872. [PMID: 36176685 PMCID: PMC9514094 DOI: 10.3389/fpls.2022.1008872] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Figures] [Subscribe] [Scholar Register] [Received: 08/01/2022] [Accepted: 08/18/2022] [Indexed: 06/16/2023]
Abstract
High seed vigor is crucial for agricultural production owing to its potential in high quality and yield of crops and a better understanding of the molecular mechanism associated with maize seed vigor is highly necessary. To better understand the involvement and regulatory mechanism of miRNAs correlated with maize seed vigor, small RNAs and degradome sequencing of two inbred lines Yu537A and Yu82 were performed. A total of 791 mature miRNAs were obtained with different expressions, among of which 505 miRNAs were newly identified and the rest miRNAs have been reported before by comparing the miRNAs with the sequences in miRbase database. Analysis of miRNA families showed maize seeds contain fewer miRNA families and larger miRNA families compared with animals, indicating that functions of miRNAs in maize seeds were more synergistic than animals. Degradome sequencing was used to identify the targets of miRNAs and the results showed a total of 6,196 targets were obtained. Function analysis of differentially expressed miRNAs and targets showed Glycan degradation and galactose metabolism were closely correlated with improved maize seed vigor. These findings provide valuable information to understand the involvement of miRNAs with maize seed vigor and these putative genes will be valuable resources for improving the seed vigor in future maize breeding.
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Affiliation(s)
- Yunqian Jin
- College of Agronomy, Henan University of Science and Technology, Luoyang, China
- State Key Laboratory of Cotton Biology / Institute of Cotton Research of Chinese Academy of Agricultural Sciences / School of Agricultural Sciences, Zhengzhou University, Henan, Zhengzhou, China / Key Laboratory for Cotton Genetic Improvement, MOA, Anyang, Henan, China
| | - Bin Wang
- College of Agronomy, Henan University of Science and Technology, Luoyang, China
| | - Lei Tian
- College of Agronomy, Henan Agricultural University, Zhengzhou, China
| | - Linxi Zhao
- College of Agronomy, Henan University of Science and Technology, Luoyang, China
| | - Shulei Guo
- Cereal Institute, Henan Academy of Agricultural Science/Henan Provincial Key Laboratory of Maize Biology, Zhengzhou, China
| | - Hengchao Zhang
- College of Agronomy, Henan University of Science and Technology, Luoyang, China
| | - Lengrui Xu
- College of Agronomy, Henan University of Science and Technology, Luoyang, China
| | - Zanping Han
- College of Agronomy, Henan University of Science and Technology, Luoyang, China
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Gao P, Qiu S, Ma X, Parkin IAP, Xiang D, Datla R. Spatiotemporal Transcriptomic Atlas of Developing Embryos and Vegetative Tissues in Flax. PLANTS 2022; 11:plants11152031. [PMID: 35956508 PMCID: PMC9370790 DOI: 10.3390/plants11152031] [Citation(s) in RCA: 3] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Received: 06/30/2022] [Revised: 07/24/2022] [Accepted: 07/30/2022] [Indexed: 11/16/2022]
Abstract
Flax (Linum usitatissimum L.) is an important multipurpose crop widely grown for oil and fiber. Despite recent advances in genomics, detailed gene activities during the important reproductive phase of its development are not well defined. In this study, we employed high-throughput RNA-sequencing methods to generate in-depth transcriptome profiles of flax tissues with emphasis on the reproductive phases of five key stages of embryogenesis (globular embryo, heart embryo, torpedo embryo, cotyledon embryo, and mature embryo), mature seed, and vegetative tissues viz. ovary, anther, and root. These datasets were used to establish the co-expression networks covering 36 gene modules based on the expression patterns for each gene through weighted gene co-expression network analysis (WGCNA). Functional interrogation with Gene Ontology (GO) and Kyoto Encyclopedia of Genes and Genomes (KEGG) of dominantly expressed genetic modules in tissues revealed pathways involved in the development of different tissues. Moreover, the essential genes in embryo development and synthesis of storage reserves were identified based on their dynamic expression patterns. Together, this comprehensive dataset for developing embryos, mature seeds and vegetative tissues provides new insights into molecular mechanisms of seed development with potential for flax crop improvement.
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Affiliation(s)
- Peng Gao
- Global Institute for Food Security, University of Saskatchewan, Saskatoon, SK S7N 4L8, Canada
- Saskatoon Research and Development Centre, Agriculture and Agri-Food Canada, 107 Science Place, Saskatoon, SK S7N 0X2, Canada
| | - Shuqing Qiu
- Aquatic and Crop Resource Development, National Research Council Canada, 110 Gymnasium Place, Saskatoon, SK S7N 0W9, Canada
| | - Xingliang Ma
- Department of Plant Science, University of Saskatchewan, Saskatoon, SK S7N 5A8, Canada
| | - Isobel A. P. Parkin
- Saskatoon Research and Development Centre, Agriculture and Agri-Food Canada, 107 Science Place, Saskatoon, SK S7N 0X2, Canada
- Correspondence: (I.A.P.P.); (D.X.); (R.D.); Tel.: +1-306-3859434 (I.A.P.P.); +1-306-9755580 (D.X.); +1-306-2293924 (R.D.)
| | - Daoquan Xiang
- Aquatic and Crop Resource Development, National Research Council Canada, 110 Gymnasium Place, Saskatoon, SK S7N 0W9, Canada
- Correspondence: (I.A.P.P.); (D.X.); (R.D.); Tel.: +1-306-3859434 (I.A.P.P.); +1-306-9755580 (D.X.); +1-306-2293924 (R.D.)
| | - Raju Datla
- Global Institute for Food Security, University of Saskatchewan, Saskatoon, SK S7N 4L8, Canada
- Correspondence: (I.A.P.P.); (D.X.); (R.D.); Tel.: +1-306-3859434 (I.A.P.P.); +1-306-9755580 (D.X.); +1-306-2293924 (R.D.)
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