1
|
Wang J, Song B, Yang M, Hu F, Qi H, Zhang H, Jia Y, Li Y, Wang Z, Wang X. Deciphering recursive polyploidization in Lamiales and reconstructing their chromosome evolutionary trajectories. PLANT PHYSIOLOGY 2024; 195:2143-2157. [PMID: 38482951 DOI: 10.1093/plphys/kiae151] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 10/30/2023] [Accepted: 02/20/2024] [Indexed: 06/30/2024]
Abstract
Lamiales is an order of core eudicots with abundant diversity, and many Lamiales plants have important medicinal and ornamental values. Here, we comparatively reanalyzed 11 Lamiales species with well-assembled genome sequences and found evidence that Lamiales plants, in addition to a hexaploidization or whole-genome triplication (WGT) shared by core eudicots, experienced further polyploidization events, establishing new groups in the order. Notably, we identified a whole-genome duplication (WGD) occurred just before the split of Scrophulariaceae from the other Lamiales families, such as Acanthaceae, Bignoniaceae, and Lamiaceae, suggesting its likely being the causal reason for the establishment and fast divergence of these families. We also found that a WGT occurred ∼68 to 78 million years ago (Mya), near the split of Oleaceae from the other Lamiales families, implying that it may have caused their fast divergence and the establishment of the Oleaceae family. Then, by exploring and distinguishing intra- and intergenomic chromosomal homology due to recursive polyploidization and speciation, respectively, we inferred that the Lamiales ancestral cell karyotype had 11 proto-chromosomes. We reconstructed the evolutionary trajectories from these proto-chromosomes to form the extant chromosomes in each Lamiales plant under study. We must note that most of the inferred 11 proto-chromosomes, duplicated during a WGD thereafter, have been well preserved in jacaranda (Jacaranda mimosifolia) genome, showing the credibility of the present inference implementing a telomere-centric chromosome repatterning model. These efforts are important to understand genome repatterning after recursive polyploidization, especially shedding light on the origin of new plant groups and angiosperm cell karyotype evolution.
Collapse
Affiliation(s)
- Jiangli Wang
- School of Public Health, School of Life Science, and College of Mathematics and Sciences, North China University of Science and Technology, Tangshan 063210, China
| | - Bowen Song
- School of Public Health, School of Life Science, and College of Mathematics and Sciences, North China University of Science and Technology, Tangshan 063210, China
| | - Minran Yang
- School of Public Health, School of Life Science, and College of Mathematics and Sciences, North China University of Science and Technology, Tangshan 063210, China
| | - Fubo Hu
- School of Public Health, School of Life Science, and College of Mathematics and Sciences, North China University of Science and Technology, Tangshan 063210, China
| | - Huilong Qi
- School of Public Health, School of Life Science, and College of Mathematics and Sciences, North China University of Science and Technology, Tangshan 063210, China
| | - Huizhe Zhang
- School of Public Health, School of Life Science, and College of Mathematics and Sciences, North China University of Science and Technology, Tangshan 063210, China
| | - Yuelong Jia
- School of Public Health, School of Life Science, and College of Mathematics and Sciences, North China University of Science and Technology, Tangshan 063210, China
| | - Yingjie Li
- School of Public Health, School of Life Science, and College of Mathematics and Sciences, North China University of Science and Technology, Tangshan 063210, China
| | - Zhenyi Wang
- School of Public Health, School of Life Science, and College of Mathematics and Sciences, North China University of Science and Technology, Tangshan 063210, China
| | - Xiyin Wang
- School of Public Health, School of Life Science, and College of Mathematics and Sciences, North China University of Science and Technology, Tangshan 063210, China
| |
Collapse
|
2
|
Wang Y, Huang Z, Zhou T, Li C, Sun Y, Pang J. Progress of research on aroma absorption mechanism and aroma fixation pathway of jasmine green tea. JOURNAL OF THE SCIENCE OF FOOD AND AGRICULTURE 2024. [PMID: 38877788 DOI: 10.1002/jsfa.13656] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Subscribe] [Scholar Register] [Received: 04/24/2024] [Revised: 05/27/2024] [Accepted: 05/28/2024] [Indexed: 06/16/2024]
Abstract
This overview summarizes the latest research progress on the aroma absorption mechanism and aroma fixation pathway of jasmine green tea, and discusses in depth the aroma absorption mechanism of green tea, the aroma release mechanism of jasmine flowers, as well as the absorption and fixation mechanism of the aroma components of jasmine green tea in the process of scenting, to provide a theoretical basis for the improvement of the quality of jasmine green tea and the innovation of processing technology. It was found that the aroma absorption mechanism of jasmine green tea is mainly associated with both physical and chemical adsorption, aroma release in jasmine involves the phenylpropanoid/benzoin biosynthetic pathway, β-glycosidase enzymes interpreting putative glycosidic groups, and heat shock proteins (HSPs) as molecular chaperones to prevent stress damage in postharvest flowers due to high temperatures and to promote the release of aroma components, and so forth. The preparation of aroma-protein nano-complexes, heat stress microcapsules, and the spraying of polymeric substances - β-cyclodextrin are three examples of aroma-fixing pathways. This overview also summarizes the problems and future development trends of the current research and proposes the method of loading benzyl acetate, the main aroma component of jasmine, through konjac glucomannan (KGM)-based gel to solve the problem of volatile aroma and difficult-to-fix aroma, which provides a reference for the sustainable development of the jasmine green tea industry. © 2024 Society of Chemical Industry.
Collapse
Affiliation(s)
- Yueguang Wang
- College of Food Science, Fujian Agriculture and Forestry University, Fuzhou, China
| | - Zifeng Huang
- College of Food Science, Fujian Agriculture and Forestry University, Fuzhou, China
| | - Taoyi Zhou
- College of Food Science, Fujian Agriculture and Forestry University, Fuzhou, China
| | - Charlie Li
- Department of Chemistry and Biochemistry, San Francisco State University, San Francisco, CA, USA
| | - Yilan Sun
- Department of Oral and maxillofacial Head and neck Oncology, Shanghai Ninth People's Hospital, Shanghai JiaoTong University School of Medicine, Shanghai, China
| | - Jie Pang
- College of Food Science, Fujian Agriculture and Forestry University, Fuzhou, China
| |
Collapse
|
3
|
Fleck SJ, Tomlin C, da Silva Coelho FA, Richter M, Danielson ES, Backenstose N, Krabbenhoft T, Lindqvist C, Albert VA. High quality genomes produced from single MinION flow cells clarify polyploid and demographic histories of critically endangered Fraxinus (ash) species. Commun Biol 2024; 7:54. [PMID: 38184717 PMCID: PMC10771460 DOI: 10.1038/s42003-023-05748-4] [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: 12/06/2022] [Accepted: 12/27/2023] [Indexed: 01/08/2024] Open
Abstract
With populations of threatened and endangered species declining worldwide, efforts are being made to generate high quality genomic records of these species before they are lost forever. Here, we demonstrate that data from single Oxford Nanopore Technologies (ONT) MinION flow cells can, even in the absence of highly accurate short DNA-read polishing, produce high quality de novo plant genome assemblies adequate for downstream analyses, such as synteny and ploidy evaluations, paleodemographic analyses, and phylogenomics. This study focuses on three North American ash tree species in the genus Fraxinus (Oleaceae) that were recently added to the International Union for Conservation of Nature (IUCN) Red List as critically endangered. Our results support a hexaploidy event at the base of the Oleaceae as well as a subsequent whole genome duplication shared by Syringa, Osmanthus, Olea, and Fraxinus. Finally, we demonstrate the use of ONT long-read sequencing data to reveal patterns in demographic history.
Collapse
Affiliation(s)
- Steven J Fleck
- Department of Biological Sciences, University at Buffalo, Buffalo, NY, 14260, USA.
| | - Crystal Tomlin
- Department of Biological Sciences, University at Buffalo, Buffalo, NY, 14260, USA
| | | | - Michaela Richter
- Department of Biological Sciences, University at Buffalo, Buffalo, NY, 14260, USA
| | | | - Nathan Backenstose
- Department of Biological Sciences, University at Buffalo, Buffalo, NY, 14260, USA
| | - Trevor Krabbenhoft
- Department of Biological Sciences, University at Buffalo, Buffalo, NY, 14260, USA
| | - Charlotte Lindqvist
- Department of Biological Sciences, University at Buffalo, Buffalo, NY, 14260, USA
| | - Victor A Albert
- Department of Biological Sciences, University at Buffalo, Buffalo, NY, 14260, USA.
| |
Collapse
|
4
|
Zhang H, Li Z, Wang M, Yang Y, Wang Y, Nie Q, Liang F, Qin H, Zhang Z. The chromosome-level genome assembly of Fraxinus americana provides insights into the evolution of Oleaceae plants. Int J Biol Macromol 2023; 253:127132. [PMID: 37778585 DOI: 10.1016/j.ijbiomac.2023.127132] [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: 07/17/2023] [Revised: 09/25/2023] [Accepted: 09/27/2023] [Indexed: 10/03/2023]
Abstract
White ash (Fraxinus americana linn.) originates from the southeastern United States. It is a tall and fast-growing tree species with strong salt-alkali resistance and cold tolerance, making it an important reforestation species and widely planted worldwide. Here, we completed the chromosome-level reference genome assembly of F. americana based on Illumina, PacBio, and Hi-C reads, with a genome size of 878.98 Mb, an N50 of 3.27 Mb, and a heterozygosity rate of 0.3 %. Based on de novo prediction, transcriptome prediction, and homology-based protein prediction, we obtained 39,538 genes. Approximately 843.21 Mb of the assembly genome was composed of 37,928 annotated protein-coding genes, with a gene function annotation rate of 95.93 %. 99.94 % of the overlap clusters (877.44 Mb) were anchored to 23 chromosomes. Synteny analysis of F. americana and other Oleaceae plants showed that F. americana underwent frequent chromosome rearrangements. The amplification of the Ale transposons effectively promoted the genome size of F. americana. Compared with other Oleaceae plants, the Glutathione S-transferase (GST) gene family in the F. americana genome has undergone significant expansion, which may help F. americana cope with adverse natural environments. Furthermore, we found that key enzyme-coding gene families related to lignin biosynthesis were expanded and highly expressed in F. americana leaves. These key genes drive lignin synthesis and benefit F. americana in fast-growing, as well as resisting biotic and abiotic stress. Overall, the F. americana genome assembly provides insights into the evolution of Oleaceae plants and provides abundant resources for breeding and germplasm conservation of white ash.
Collapse
Affiliation(s)
- Hua Zhang
- Beijing Key Laboratory of Greening Plants Breeding, Beijing Academy of Forestry and Landscape Architecture, Beijing 100102, China.
| | - Zhiqi Li
- Beijing Key Laboratory of Development and Quality Control of Ornamental Crops, Department of Ornamental Horticulture, China Agricultural University, Beijing 100193, China; Sanya Institute of China Agricultural University, Sanya 572024, China
| | - Maoliang Wang
- Beijing Key Laboratory of Greening Plants Breeding, Beijing Academy of Forestry and Landscape Architecture, Beijing 100102, China
| | - Yipeng Yang
- Beijing Key Laboratory of Greening Plants Breeding, Beijing Academy of Forestry and Landscape Architecture, Beijing 100102, China
| | - Yongge Wang
- Beijing Key Laboratory of Greening Plants Breeding, Beijing Academy of Forestry and Landscape Architecture, Beijing 100102, China
| | - Qiufeng Nie
- Beijing Key Laboratory of Greening Plants Breeding, Beijing Academy of Forestry and Landscape Architecture, Beijing 100102, China
| | - Fang Liang
- Beijing Key Laboratory of Greening Plants Breeding, Beijing Academy of Forestry and Landscape Architecture, Beijing 100102, China
| | - Helan Qin
- Beijing Key Laboratory of Greening Plants Breeding, Beijing Academy of Forestry and Landscape Architecture, Beijing 100102, China
| | - Zhao Zhang
- Beijing Key Laboratory of Development and Quality Control of Ornamental Crops, Department of Ornamental Horticulture, China Agricultural University, Beijing 100193, China; Sanya Institute of China Agricultural University, Sanya 572024, China; Key Laboratory for Quality Regulation of Tropical Horticultural Crops of Hainan Province, School of Horticulture, Hainan University, Haikou 570228, China.
| |
Collapse
|
5
|
Lu Z, Wang X, Mostafa S, Noor I, Lin X, Ren S, Cui J, Jin B. WRKY Transcription Factors in Jasminum sambac: An Insight into the Regulation of Aroma Synthesis. Biomolecules 2023; 13:1679. [PMID: 38136552 PMCID: PMC10742223 DOI: 10.3390/biom13121679] [Citation(s) in RCA: 1] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/08/2023] [Revised: 11/10/2023] [Accepted: 11/16/2023] [Indexed: 12/24/2023] Open
Abstract
WRKY transcription factors are one of the largest families of transcription regulators that play essential roles in regulating the synthesis of secondary metabolites in plants. Jasmine (Jasminum sambac), renowned for its aromatic nature and fragrant blossoms, possesses a significant abundance of volatile terpene compounds. However, the role of the WRKY family in terpene synthesis in jasmine remains undetermined. In this study, 72 WRKY family genes of J. sambac were identified with their conserved WRKY domains and were categorized into three main groups based on their structural and phylogenetic characteristics. The extensive segmental duplications contributed to the expansion of the WRKY gene family. Expression profiles derived from the transcriptome data and qRT-PCR analysis showed that the majority of JsWRKY genes were significantly upregulated in fully bloomed flowers compared to buds. Furthermore, multiple correlation analyses revealed that the expression patterns of JsWRKYs (JsWRKY27/33/45/51/55/57) were correlated with both distinct terpene compounds (monoterpenes and sesquiterpenes). Notably, the majority of jasmine terpene synthase (JsTPS) genes related to terpene synthesis and containing W-box elements exhibited a significant correlation with JsWRKYs, particularly with JsWRKY51, displaying a strong positive correlation. A subcellular localization analysis showed that JsWRKY51 was localized in the nucleus. Moreover, transgenic tobacco leaves and jasmine calli experiments demonstrated that overexpression of JsWRKY51 was a key factor in enhancing the accumulation of β-ocimene, which is an important aromatic terpene component. Collectively, our findings suggest the roles of JsWRKY51 and other JsWRKYs in regulating the synthesis of aromatic compounds in J. sambac, providing a foundation for the potential utilization of JsWRKYs to facilitate the breeding of fragrant plant varieties with an improved aroma.
Collapse
Affiliation(s)
- Zhaogeng Lu
- College of Horticulture and Landscape Architecture, Yangzhou University, Yangzhou 225009, China; (Z.L.); (X.W.)
| | - Xinwen Wang
- College of Horticulture and Landscape Architecture, Yangzhou University, Yangzhou 225009, China; (Z.L.); (X.W.)
| | - Salma Mostafa
- College of Horticulture and Landscape Architecture, Yangzhou University, Yangzhou 225009, China; (Z.L.); (X.W.)
- College of Bioscience and Biotechnology, Yangzhou University, Yangzhou 225009, China
| | - Iqra Noor
- College of Horticulture and Landscape Architecture, Yangzhou University, Yangzhou 225009, China; (Z.L.); (X.W.)
| | - Xinyi Lin
- College of Horticulture and Landscape Architecture, Yangzhou University, Yangzhou 225009, China; (Z.L.); (X.W.)
| | - Shixiong Ren
- College of Horticulture and Landscape Architecture, Yangzhou University, Yangzhou 225009, China; (Z.L.); (X.W.)
| | - Jiawen Cui
- College of Horticulture and Landscape Architecture, Yangzhou University, Yangzhou 225009, China; (Z.L.); (X.W.)
| | - Biao Jin
- College of Horticulture and Landscape Architecture, Yangzhou University, Yangzhou 225009, China; (Z.L.); (X.W.)
| |
Collapse
|
6
|
Zhou C, Tian C, Wen S, Yang N, Zhang C, Zheng A, Tan J, Jiang L, Zhu C, Lai Z, Lin Y, Guo Y. Multiomics Analysis Reveals the Involvement of JsLHY in Controlling Aroma Production in Jasmine Flowers. JOURNAL OF AGRICULTURAL AND FOOD CHEMISTRY 2023. [PMID: 37930796 DOI: 10.1021/acs.jafc.3c05768] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 11/07/2023]
Abstract
The Jasminum sambac flower is famous for its rich fragrance. However, our knowledge of the regulatory network for its aroma formation remains largely unknown and therefore needs further study. To this end, an integrated analysis of the volatilomics and transcriptomics of jasmine flowers at different flowering stages was performed. The results revealed many candidate transcription factors (TFs) may be involved in regulating the aroma formation of jasmine, among which the MYB-related TF LATE ELONGATED HYPOCOTYL (JsLHY) was identified as a hub gene. Using the DNA affinity purification sequencing method, dual-luciferase reporter, and yeast one-hybrid assays, we demonstrate that JsLHY can bind the gene promoter regions of six aroma-related structural genes (JsBEAT1, JsTPS34, JsCNL6, JsBPBT, JsAAAT5, and Js4CL7) and directly promote their expression. In addition, suppressing JsLHY expression decreased both the expression of JsLHY-bound genes and the content of related VOCs. The present study reveals how JsLHY participates in jasmine aroma formation.
Collapse
Affiliation(s)
- Chengzhe Zhou
- College of Horticulture, Fujian Agriculture and Forestry University, Fuzhou 350002, China
- Institute of Horticultural Biotechnology, Fujian Agriculture and Forestry University, Fuzhou 350002, China
| | - Caiyun Tian
- College of Horticulture, Fujian Agriculture and Forestry University, Fuzhou 350002, China
| | - Shengjing Wen
- College of Horticulture, Fujian Agriculture and Forestry University, Fuzhou 350002, China
| | - Niannian Yang
- College of Horticulture, Fujian Agriculture and Forestry University, Fuzhou 350002, China
| | - Cheng Zhang
- College of Horticulture, Fujian Agriculture and Forestry University, Fuzhou 350002, China
| | - Anru Zheng
- College of Horticulture, Fujian Agriculture and Forestry University, Fuzhou 350002, China
| | - Jiayao Tan
- College of Horticulture, Fujian Agriculture and Forestry University, Fuzhou 350002, China
| | - Lele Jiang
- College of Horticulture, Fujian Agriculture and Forestry University, Fuzhou 350002, China
| | - Chen Zhu
- Guangdong Provincial Key Laboratory of Applied Botany & Key Laboratory of South China Agricultural Plant Molecular Analysis and Genetic Improvement, South China Botanical Garden, Chinese Academy of Sciences, No. 723 Xingke Road, Tianhe District, Guangzhou 510650, China
| | - Zhongxiong Lai
- College of Horticulture, Fujian Agriculture and Forestry University, Fuzhou 350002, China
- Institute of Horticultural Biotechnology, Fujian Agriculture and Forestry University, Fuzhou 350002, China
| | - Yuling Lin
- College of Horticulture, Fujian Agriculture and Forestry University, Fuzhou 350002, China
- Institute of Horticultural Biotechnology, Fujian Agriculture and Forestry University, Fuzhou 350002, China
| | - Yuqiong Guo
- College of Horticulture, Fujian Agriculture and Forestry University, Fuzhou 350002, China
- Anxi College of Tea Science (College of Digital Economy), Fujian Agriculture and Forestry University, Quanzhou 362400, China
| |
Collapse
|
7
|
Zhu R, Shao S, Xie W, Guo Z, He Z, Li Y, Wang W, Zhong C, Shi S, Xu S. High-quality genome of a pioneer mangrove Laguncularia racemosa explains its advantages for intertidal zone reforestation. Mol Ecol Resour 2023. [PMID: 37688468 DOI: 10.1111/1755-0998.13863] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/27/2022] [Revised: 08/15/2023] [Accepted: 08/21/2023] [Indexed: 09/11/2023]
Abstract
Ecological restoration of mangrove ecosystems that became susceptible to recent habitat perturbations is crucial for tropical coast conservation. The white mangrove Laguncularia racemosa, a pioneer species inhabiting intertidal environments of the Atlantic East Pacific (AEP) region, has been used for reforestation in China for decades. However, the molecular mechanisms underlying its fast growth and high adaptive potential remain unknown. Using PacBio single-molecule real-time sequencing, we completed a high-quality L. racemosa genome assembly covering 1105 Mb with scaffold N50 of 3.46 Mb. Genomic phylogeny shows that L. racemosa invaded intertidal zones during a period of global warming. Multi-level genomic convergence analyses between L. racemosa and three native dominant mangrove clades show that they experienced convergent changes in genes involved in nutrient absorption and high salinity tolerance. This may explain successful L. racemosa adaptation to stressful intertidal environments after introduction. Without recent whole-genome duplications or activated transposable elements, L. racemosa has retained many tandem gene duplications. Some of them are involved in auxin biosynthesis, intense light stress and cold stress response pathways, associated with L. racemosa's ability to grow fast under high light or cold conditions when used for reforestation. In summary, our study identifies shared mechanisms of intertidal environmental adaptation and unique genetic changes underlying fast growth in mangrove-unfavourable conditions and sheds light on the molecular mechanisms of the white mangrove utility in ecological restoration.
Collapse
Affiliation(s)
- Ranran Zhu
- State Key Laboratory of Biocontrol, Guangdong Key Laboratory of Plant Resources, School of Life Sciences, Southern Marine Science and Engineering Guangdong Laboratory (Zhuhai), Sun Yat-sen University, Guangzhou, China
| | - Shao Shao
- State Key Laboratory of Biocontrol, Guangdong Key Laboratory of Plant Resources, School of Life Sciences, Southern Marine Science and Engineering Guangdong Laboratory (Zhuhai), Sun Yat-sen University, Guangzhou, China
| | - Wei Xie
- State Key Laboratory of Biocontrol, Guangdong Key Laboratory of Plant Resources, School of Life Sciences, Southern Marine Science and Engineering Guangdong Laboratory (Zhuhai), Sun Yat-sen University, Guangzhou, China
| | - Zixiao Guo
- State Key Laboratory of Biocontrol, Guangdong Key Laboratory of Plant Resources, School of Life Sciences, Southern Marine Science and Engineering Guangdong Laboratory (Zhuhai), Sun Yat-sen University, Guangzhou, China
| | - Ziwen He
- State Key Laboratory of Biocontrol, Guangdong Key Laboratory of Plant Resources, School of Life Sciences, Southern Marine Science and Engineering Guangdong Laboratory (Zhuhai), Sun Yat-sen University, Guangzhou, China
| | - Yulong Li
- State Key Laboratory of Biocontrol, Guangdong Key Laboratory of Plant Resources, School of Life Sciences, Southern Marine Science and Engineering Guangdong Laboratory (Zhuhai), Sun Yat-sen University, Guangzhou, China
- School of Ecology, Sun Yat-sen University, Shenzhen, China
| | - Wenqing Wang
- Key Laboratory of the Coastal and Wetland Ecosystems (Xiamen University), Ministry of Education, College of the Environment & Ecology, Xiamen University, Xiamen, China
| | - Cairong Zhong
- Hainan Academy of Forestry (Hainan Academy of Mangrove), Haikou, China
| | - Suhua Shi
- State Key Laboratory of Biocontrol, Guangdong Key Laboratory of Plant Resources, School of Life Sciences, Southern Marine Science and Engineering Guangdong Laboratory (Zhuhai), Sun Yat-sen University, Guangzhou, China
| | - Shaohua Xu
- State Key Laboratory of Biocontrol, Guangdong Key Laboratory of Plant Resources, School of Life Sciences, Southern Marine Science and Engineering Guangdong Laboratory (Zhuhai), Sun Yat-sen University, Guangzhou, China
- School of Ecology, Sun Yat-sen University, Shenzhen, China
| |
Collapse
|
8
|
Shen F, Xu S, Shen Q, Bi C, Lysak MA. The allotetraploid horseradish genome provides insights into subgenome diversification and formation of critical traits. Nat Commun 2023; 14:4102. [PMID: 37491530 PMCID: PMC10368706 DOI: 10.1038/s41467-023-39800-y] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/11/2022] [Accepted: 06/29/2023] [Indexed: 07/27/2023] Open
Abstract
Polyploidization can provide a wealth of genetic variation for adaptive evolution and speciation, but understanding the mechanisms of subgenome evolution as well as its dynamics and ultimate consequences remains elusive. Here, we report the telomere-to-telomere (T2T) gap-free reference genome of allotetraploid horseradish (Armoracia rusticana) sequenced using a comprehensive strategy. The (epi)genomic architecture and 3D chromatin structure of the A and B subgenomes differ significantly, suggesting that both the dynamics of the dominant long terminal repeat retrotransposons and DNA methylation have played critical roles in subgenome diversification. Investigation of the genetic basis of biosynthesis of glucosinolates (GSLs) and horseradish peroxidases reveals both the important role of polyploidization and subgenome differentiation in shaping the key traits. Continuous duplication and divergence of essential genes of GSL biosynthesis (e.g., FMOGS-OX, IGMT, and GH1 gene family) contribute to the broad GSL profile in horseradish. Overall, the T2T assembly of the allotetraploid horseradish genome expands our understanding of polyploid genome evolution and provides a fundamental genetic resource for breeding and genetic improvement of horseradish.
Collapse
Affiliation(s)
- Fei Shen
- Institute of Biotechnology, Beijing Academy of Agriculture and Forestry Sciences, Beijing, China.
| | - Shixiao Xu
- Tobacco College, Henan Agricultural University, Zhengzhou, Henan, China
| | - Qi Shen
- Genome Research Center, Leeuwenhoek Biotechnology Inc., Hong Kong, China
- Shangji Biotechnology Inc., Tianjin, China
- PheniX, Plant Phenomics Research Centre, Nanjing Agricultural University, Nanjing, China
| | - Changwei Bi
- College of Information Science and Technology, Nanjing Forestry University, Nanjing, China
| | - Martin A Lysak
- Central European Institute of Technology and National Centre for Biomolecular Research, Faculty of Science, Masaryk University, Brno, Czech Republic.
| |
Collapse
|
9
|
Shen F, He H, Huang X, Deng Y, Yang X. Insights into the convergent evolution of fructan biosynthesis in angiosperms from the highly characteristic chicory genome. THE NEW PHYTOLOGIST 2023; 238:1245-1262. [PMID: 36751914 DOI: 10.1111/nph.18796] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 09/22/2022] [Accepted: 01/27/2023] [Indexed: 06/18/2023]
Abstract
Fructans in angiosperms play essential roles in physiological functions and environmental adaptations. As a major source of industrial fructans (especially inulin-type), chicory (Cichorium intybus L.) is a model species for studying fructan biosynthesis. However, the genes underlying this process and their evolutionary history in angiosperms remain elusive. We combined multiple sequencing technologies to assemble and annotate the chicory genome and scan its (epi)genomic features, such as genomic components, DNA methylation, and three-dimensional (3D) structure. We also performed a comparative genomics analysis to uncover the associations between key traits and gene families. We achieved a nearly complete chicory genome assembly and found that continuous bursts of a few highly active retrotransposon families largely shaped the (epi)genomic characteristics. The highly methylated genome with its unique 3D structure potentially influences critical biological processes. Our comprehensive comparative genomics analysis deciphered the genetic basis for the rich sesquiterpene content in chicory and indicated that the fructan-accumulating trait resulted from convergent evolution in angiosperms due to shifts in critical sites of fructan-active enzymes. The highly characterized chicory genome provides insight into Asteraceae evolution and fructan biosynthesis in angiosperms.
Collapse
Affiliation(s)
- Fei Shen
- Institute of Biotechnology, Beijing Academy of Agriculture and Forestry Sciences, Beijing, 100097, China
| | - Hao He
- Institute of Biotechnology, Beijing Academy of Agriculture and Forestry Sciences, Beijing, 100097, China
- College of Life Sciences, University of Chinese Academy of Sciences, Beijing, 100049, China
| | - Xin Huang
- Institute of Biotechnology, Beijing Academy of Agriculture and Forestry Sciences, Beijing, 100097, China
| | - Yang Deng
- Institute of Biotechnology, Beijing Academy of Agriculture and Forestry Sciences, Beijing, 100097, China
| | - Xiaozeng Yang
- Institute of Biotechnology, Beijing Academy of Agriculture and Forestry Sciences, Beijing, 100097, China
| |
Collapse
|
10
|
Chen L, Xia B, Li Z, Liu X, Bai Y, Yang Y, Gao W, Meng Q, Xu N, Sun Y, Li Q, Yue L, He M, Zhou Y. Syringa oblata genome provides new insights into molecular mechanism of flower color differences among individuals and biosynthesis of its flower volatiles. FRONTIERS IN PLANT SCIENCE 2022; 13:1078677. [PMID: 36618636 PMCID: PMC9811319 DOI: 10.3389/fpls.2022.1078677] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Subscribe] [Scholar Register] [Received: 10/24/2022] [Accepted: 11/24/2022] [Indexed: 06/17/2023]
Abstract
Syringa oblata is a high ornamental value tree owing to its elegant colors, unique aromas and wide adaptability, however, studies on the molecular mechanism underlying the formation of its ornamental traits are still lacking. Here, we presented a chromosome-scale genome assembly of S. oblata and the final genome size was 1.11 Gb with a contig N50 of 4.75 Mb, anchored on 23 chromosomes and was a better reference for S. oblata transcriptome assembly. Further by integrating transcriptomic and metabolic data, it was concluded that F3H, F3'H, 4CL and PAL, especially the F3'H, were important candidates involved in the formation of floral color differences among S. oblata individuals. Genome-wide identification and analysis revealed that the TPS-b subfamily was the most abundant subfamily of TPS family in S. oblata, which together with the CYP76 family genes determined the formation of the major floral volatiles of S. oblata. Overall, our results provide an important reference for mechanistic studies on the main ornamental traits and molecular breeding in S. oblata.
Collapse
Affiliation(s)
- Lifei Chen
- College of Horticulture, Jilin Agricultural University, Changchun, China
| | - Bin Xia
- College of Landscape Architecture, Northeast Forestry University, Harbin, China
| | - Ziwei Li
- College of Landscape Architecture, Northeast Forestry University, Harbin, China
| | - Xiaowei Liu
- College of Landscape Architecture, Northeast Forestry University, Harbin, China
| | - Yun Bai
- College of Horticulture, Jilin Agricultural University, Changchun, China
| | - Yujia Yang
- College of Landscape Architecture, Northeast Forestry University, Harbin, China
| | - Wenjie Gao
- School of Ecological Technology and Engineering, Shanghai Institute of Technology University, Shanghai, China
| | - Qingran Meng
- School of Perfume and Aroma Technology, Shanghai Institute of Technology University, Shanghai, China
| | - Ning Xu
- School of Forestry, Northeast Forestry University, Harbin, China
| | - Ying Sun
- College of Landscape Architecture, Northeast Forestry University, Harbin, China
| | - Qiang Li
- College of Landscape Architecture, Northeast Forestry University, Harbin, China
| | - Liran Yue
- College of Landscape Architecture, Northeast Forestry University, Harbin, China
| | - Miao He
- College of Landscape Architecture, Northeast Forestry University, Harbin, China
| | - Yunwei Zhou
- College of Horticulture, Jilin Agricultural University, Changchun, China
| |
Collapse
|
11
|
Qi X, Wang H, Chen S, Feng J, Chen H, Qin Z, Blilou I, Deng Y. The genome of single-petal jasmine ( Jasminum sambac) provides insights into heat stress tolerance and aroma compound biosynthesis. FRONTIERS IN PLANT SCIENCE 2022; 13:1045194. [PMID: 36340389 PMCID: PMC9627619 DOI: 10.3389/fpls.2022.1045194] [Citation(s) in RCA: 2] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Figures] [Subscribe] [Scholar Register] [Received: 09/15/2022] [Accepted: 10/03/2022] [Indexed: 06/16/2023]
Abstract
Jasmine [Jasminum sambac (L.) Aiton] is a commercially important cultivated plant species known for its fragrant flowers used in the perfume industry, medicine and cosmetics. In the present study, we obtained a draft genome for the J. sambac cultivar 'Danbanmoli' (JSDB, a single-petal phenotype). We showed that the final genome of J. sambac was 520.80 Mb in size (contig N50 = 145.43 kb; scaffold N50 = 145.53 kb) and comprised 35,363 genes. Our analyses revealed that the J. sambac genome has undergone only an ancient whole-genome duplication (WGD) event. We estimated that the lineage that has given rise to J. sambac diverged from the lineage leading to Osmanthus fragrans and Olea europaea approximately 31.1 million years ago (Mya). On the basis of a combination of genomic and transcriptomic analyses, we identified 92 transcription factors (TFs) and 206 genes related to heat stress response. Base on a combination of genomic, transcriptomic and metabolomic analyses, a range of aroma compounds and genes involved in the benzenoid/phenylpropanoid and terpenoid biosynthesis pathways were identified. In the newly assembled J. sambac genome, we identified a total of 122 MYB, 122 bHLH and 69 WRKY genes. Our assembled J. sambac JSDB genome provides fundamental knowledge to study the molecular mechanism of heat stress tolerance, and improve jasmine flowers and dissect its fragrance.
Collapse
Affiliation(s)
- Xiangyu Qi
- Jiangsu Key Laboratory for Horticultural Crop Genetic Improvement, Institute of Leisure Agriculture, Jiangsu Academy of Agricultural Sciences, Nanjing, China
| | - Huadi Wang
- Jiangsu Key Laboratory for Horticultural Crop Genetic Improvement, Institute of Leisure Agriculture, Jiangsu Academy of Agricultural Sciences, Nanjing, China
- School of Life Sciences, Jiangsu University, Zhenjiang, China
| | - Shuangshuang Chen
- Jiangsu Key Laboratory for Horticultural Crop Genetic Improvement, Institute of Leisure Agriculture, Jiangsu Academy of Agricultural Sciences, Nanjing, China
| | - Jing Feng
- Jiangsu Key Laboratory for Horticultural Crop Genetic Improvement, Institute of Leisure Agriculture, Jiangsu Academy of Agricultural Sciences, Nanjing, China
| | - Huijie Chen
- Jiangsu Key Laboratory for Horticultural Crop Genetic Improvement, Institute of Leisure Agriculture, Jiangsu Academy of Agricultural Sciences, Nanjing, China
| | - Ziyi Qin
- Jiangsu Key Laboratory for Horticultural Crop Genetic Improvement, Institute of Leisure Agriculture, Jiangsu Academy of Agricultural Sciences, Nanjing, China
- College of Horticulture, Nanjing Agricultural University, Nanjing, China
| | - Ikram Blilou
- Biological and Environmental Sciences and Engineering, King Abdullah University of Science and Technology, Thuwal, Saudi Arabia
| | - Yanming Deng
- Jiangsu Key Laboratory for Horticultural Crop Genetic Improvement, Institute of Leisure Agriculture, Jiangsu Academy of Agricultural Sciences, Nanjing, China
- School of Life Sciences, Jiangsu University, Zhenjiang, China
- College of Horticulture, Nanjing Agricultural University, Nanjing, China
| |
Collapse
|
12
|
Wang P, Fang J, Lin H, Yang W, Yu J, Hong Y, Jiang M, Gu M, Chen Q, Zheng Y, Liao Z, Chen G, Yang J, Jin S, Zhang X, Ye N. Genomes of single- and double-petal jasmines (Jasminum sambac) provide insights into their divergence time and structural variations. PLANT BIOTECHNOLOGY JOURNAL 2022; 20:1232-1234. [PMID: 35373460 PMCID: PMC9241369 DOI: 10.1111/pbi.13820] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Received: 12/08/2021] [Revised: 02/08/2022] [Accepted: 03/30/2022] [Indexed: 06/14/2023]
Affiliation(s)
- Pengjie Wang
- College of HorticultureFujian Agriculture and Forestry University/Key Laboratory of Tea Science in Universities of Fujian ProvinceFuzhouChina
- Shenzhen BranchGuangdong Laboratory for Lingnan Modern AgricultureGenome Analysis Laboratory of the Ministry of AgricultureAgricultural Genomics Institute at ShenzhenChinese Academy of Agricultural SciencesShenzhenChina
| | - Jingping Fang
- College of Life ScienceFujian Normal UniversityFuzhouChina
| | - Hongzheng Lin
- College of HorticultureFujian Agriculture and Forestry University/Key Laboratory of Tea Science in Universities of Fujian ProvinceFuzhouChina
| | - Wenwen Yang
- Fuzhou City Green Food Development CenterFuzhouChina
| | - Jiaxin Yu
- College of Life ScienceFujian Agriculture and Forestry UniversityFuzhouChina
| | - Yaping Hong
- College of HorticultureFujian Agriculture and Forestry University/Key Laboratory of Tea Science in Universities of Fujian ProvinceFuzhouChina
| | - Mengwei Jiang
- College of Life ScienceFujian Agriculture and Forestry UniversityFuzhouChina
| | - Mengya Gu
- College of HorticultureFujian Agriculture and Forestry University/Key Laboratory of Tea Science in Universities of Fujian ProvinceFuzhouChina
| | - Qinchang Chen
- College of Life ScienceFujian Normal UniversityFuzhouChina
| | - Yucheng Zheng
- College of HorticultureFujian Agriculture and Forestry University/Key Laboratory of Tea Science in Universities of Fujian ProvinceFuzhouChina
| | - ZhenYang Liao
- Shenzhen BranchGuangdong Laboratory for Lingnan Modern AgricultureGenome Analysis Laboratory of the Ministry of AgricultureAgricultural Genomics Institute at ShenzhenChinese Academy of Agricultural SciencesShenzhenChina
| | - Guixin Chen
- College of HorticultureFujian Agriculture and Forestry University/Key Laboratory of Tea Science in Universities of Fujian ProvinceFuzhouChina
| | - Jiangfan Yang
- College of HorticultureFujian Agriculture and Forestry University/Key Laboratory of Tea Science in Universities of Fujian ProvinceFuzhouChina
| | - Shan Jin
- College of HorticultureFujian Agriculture and Forestry University/Key Laboratory of Tea Science in Universities of Fujian ProvinceFuzhouChina
| | - Xingtan Zhang
- Shenzhen BranchGuangdong Laboratory for Lingnan Modern AgricultureGenome Analysis Laboratory of the Ministry of AgricultureAgricultural Genomics Institute at ShenzhenChinese Academy of Agricultural SciencesShenzhenChina
- Center for Genomics and BiotechnologyFujian Provincial Key Laboratory of Haixia Applied Plant Systems BiologyKey Laboratory of GeneticsFujian Agriculture and Forestry UniversityFuzhouChina
| | - Naixing Ye
- College of HorticultureFujian Agriculture and Forestry University/Key Laboratory of Tea Science in Universities of Fujian ProvinceFuzhouChina
| |
Collapse
|
13
|
Lei W, Wang Z, Cao M, Zhu H, Wang M, Zou Y, Han Y, Wang D, Zheng Z, Li Y, Liu B, Ru D. Chromosome-level genome assembly and characterization of Sophora Japonica. DNA Res 2022; 29:6573451. [PMID: 35466378 PMCID: PMC9154292 DOI: 10.1093/dnares/dsac009] [Citation(s) in RCA: 2] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/14/2021] [Accepted: 04/07/2022] [Indexed: 11/18/2022] Open
Abstract
Sophora japonica is a medium-size deciduous tree belonging to Leguminosae family and famous for its high ecological, economic and medicinal value. Here, we reveal a draft genome of S. japonica, which was ∼511.49 Mb long (contig N50 size of 17.34 Mb) based on Illumina, Nanopore and Hi-C data. We reliably assembled 110 contigs into 14 chromosomes, representing 91.62% of the total genome, with an improved N50 size of 31.32 Mb based on Hi-C data. Further investigation identified 271.76 Mb (53.13%) of repetitive sequences and 31,000 protein-coding genes, of which 30,721 (99.1%) were functionally annotated. Phylogenetic analysis indicates that S. japonica separated from Arabidopsis thaliana and Glycine max ∼107.53 and 61.24 million years ago, respectively. We detected evidence of species-specific and common-legume whole-genome duplication events in S. japonica. We further found that multiple TF families (e.g. BBX and PAL) have expanded in S. japonica, which might have led to its enhanced tolerance to abiotic stress. In addition, S. japonica harbours more genes involved in the lignin and cellulose biosynthesis pathways than the other two species. Finally, population genomic analyses revealed no obvious differentiation among geographical groups and the effective population size continuously declined since 2 Ma. Our genomic data provide a powerful comparative framework to study the adaptation, evolution and active ingredients biosynthesis in S. japonica. More importantly, our high-quality S. japonica genome is important for elucidating the biosynthesis of its main bioactive components, and improving its production and/or processing.
Collapse
Affiliation(s)
- Weixiao Lei
- State Key Laboratory of Grassland Agro-Ecosystems, and College of Ecology, Lanzhou University, Lanzhou 730000, China
| | - Zefu Wang
- Key Laboratory of Bio-resource and Eco-Environment of Ministry of Education, College of Life Sciences, Sichuan University, Chengdu 610000, China
| | - Man Cao
- State Key Laboratory of Grassland Agro-Ecosystems, and College of Ecology, Lanzhou University, Lanzhou 730000, China
| | - Hui Zhu
- State Key Laboratory of Grassland Agro-Ecosystems, and College of Ecology, Lanzhou University, Lanzhou 730000, China
| | - Min Wang
- State Key Laboratory of Grassland Agro-Ecosystems, and College of Ecology, Lanzhou University, Lanzhou 730000, China
| | - Yi Zou
- State Key Laboratory of Grassland Agro-Ecosystems, and College of Ecology, Lanzhou University, Lanzhou 730000, China
| | - Yunchun Han
- State Key Laboratory of Grassland Agro-Ecosystems, and College of Ecology, Lanzhou University, Lanzhou 730000, China
| | - Dandan Wang
- State Key Laboratory of Grassland Agro-Ecosystems, and College of Ecology, Lanzhou University, Lanzhou 730000, China
| | - Zeyu Zheng
- State Key Laboratory of Grassland Agro-Ecosystems, and College of Ecology, Lanzhou University, Lanzhou 730000, China
| | - Ying Li
- State Key Laboratory of Grassland Agro-Ecosystems, and College of Ecology, Lanzhou University, Lanzhou 730000, China
| | - Bingbing Liu
- Institute of Loess Plateau, Shanxi University, Taiyuan 030006, China
- To whom correspondence should be addressed. Tel. 13880788291. (D.R.); Tel. 13880788291. (B.L.)
| | - Dafu Ru
- State Key Laboratory of Grassland Agro-Ecosystems, and College of Ecology, Lanzhou University, Lanzhou 730000, China
- To whom correspondence should be addressed. Tel. 13880788291. (D.R.); Tel. 13880788291. (B.L.)
| |
Collapse
|
14
|
Wang S, Liang H, Wang H, Li L, Xu Y, Liu Y, Liu M, Wei J, Ma T, Le C, Yang J, He C, Liu J, Zhao J, Zhao Y, Lisby M, Sahu SK, Liu H. The chromosome-scale genomes of Dipterocarpus turbinatus and Hopea hainanensis (Dipterocarpaceae) provide insights into fragrant oleoresin biosynthesis and hardwood formation. PLANT BIOTECHNOLOGY JOURNAL 2022; 20:538-553. [PMID: 34687252 PMCID: PMC8882806 DOI: 10.1111/pbi.13735] [Citation(s) in RCA: 18] [Impact Index Per Article: 9.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 08/13/2021] [Revised: 10/01/2021] [Accepted: 10/12/2021] [Indexed: 05/30/2023]
Abstract
Dipterocarpaceae are typical tropical plants (dipterocarp forests) that are famous for their high economic value because of their production of fragrant oleoresins, top-quality timber and usage in traditional Chinese medicine. Currently, the lack of Dipterocarpaceae genomes has been a limiting factor to decipher the fragrant oleoresin biosynthesis and gain evolutionary insights into high-quality wood formation in Dipterocarpaceae. We generated chromosome-level genome assemblies for two representative Dipterocarpaceae species viz. Dipterocarpus turbinatus Gaertn. f. and Hopea hainanensis Merr. et Chun. Our whole-genome duplication (WGD) analysis revealed that Dipterocarpaceae underwent a shared WGD event, which showed significant impacts on increased copy numbers of genes related to the biosynthesis of terpene, BAHD acyltransferases, fatty acid and benzenoid/phenylpropanoid, which probably confer to the formation of their characteristic fragrant oleoresin. Additionally, compared with common soft wood plants, the expansion of gene families was also found to be associated with wood formation, such as in CESA (cellulose synthase), CSLE (cellulose synthase-like protein E), laccase and peroxidase in Dipterocarpaceae genomes, which might also contribute to the formation of harder, stronger and high-density timbers. Finally, an integrative analysis on a combination of genomic, transcriptomic and metabolic data from different tissues provided further insights into the molecular basis of fragrant oleoresins biosynthesis and high-quality wood formation of Dipterocarpaceae. Our study contributes the first two representative genomes for Dipterocarpaceae, which are valuable genetic resources for further researches on the fragrant oleoresins and superior-quality timber, genome-assisted breeding and improvement, and conservation biology of this family.
Collapse
Affiliation(s)
- Sibo Wang
- State Key Laboratory of Agricultural GenomicsBGI‐ShenzhenShenzhenChina
| | - Hongping Liang
- State Key Laboratory of Agricultural GenomicsBGI‐ShenzhenShenzhenChina
- College of Life SciencesUniversity of Chinese Academy of SciencesBeijingChina
| | - Hongli Wang
- State Key Laboratory of Agricultural GenomicsBGI‐ShenzhenShenzhenChina
- College of Life SciencesUniversity of Chinese Academy of SciencesBeijingChina
| | - Linzhou Li
- State Key Laboratory of Agricultural GenomicsBGI‐ShenzhenShenzhenChina
- Department of Biotechnology and BiomedicineTechnical University of DenmarkLyngbyDenmark
| | - Yan Xu
- State Key Laboratory of Agricultural GenomicsBGI‐ShenzhenShenzhenChina
- College of Life SciencesUniversity of Chinese Academy of SciencesBeijingChina
| | - Yang Liu
- State Key Laboratory of Agricultural GenomicsBGI‐ShenzhenShenzhenChina
| | - Min Liu
- State Key Laboratory of Agricultural GenomicsBGI‐ShenzhenShenzhenChina
| | - Jinpu Wei
- State Key Laboratory of Agricultural GenomicsBGI‐ShenzhenShenzhenChina
| | - Tao Ma
- Key Laboratory of Bio‐resource and Eco‐Environment of Ministry of EducationCollege of Life SciencesSichuan UniversityChengduChina
| | - Cheng Le
- BGI‐Yunnan, BGI‐ShenzhenYunnanChina
| | - Jinlong Yang
- BGI‐Yunnan, BGI‐ShenzhenYunnanChina
- College of Forensic ScienceXi'an Jiaotong UniversityXi'anChina
| | | | - Jie Liu
- Forestry Bureau of RuiliYunnan Dehong, RuiliChina
| | | | | | - Michael Lisby
- Department of BiologyUniversity of CopenhagenCopenhagenDenmark
| | - Sunil Kumar Sahu
- State Key Laboratory of Agricultural GenomicsBGI‐ShenzhenShenzhenChina
| | - Huan Liu
- State Key Laboratory of Agricultural GenomicsBGI‐ShenzhenShenzhenChina
- College of Life SciencesUniversity of Chinese Academy of SciencesBeijingChina
| |
Collapse
|