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Wang H, Lu Y, Zhang Y, Liu G, Yu S, Zheng Z. The overall regulatory network and contributions of ABC(D)E model genes in yellowhorn flower development. BMC PLANT BIOLOGY 2024; 24:1081. [PMID: 39543490 PMCID: PMC11566546 DOI: 10.1186/s12870-024-05796-w] [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: 07/01/2024] [Accepted: 11/06/2024] [Indexed: 11/17/2024]
Abstract
BACKGROUND Single flowers and double flowers, exhibiting distinct flower morphologies, developmental process and regulatory networks, have garnered significant attention recently. In yellowhorn (Xanthoceras sorbifolium), the cause of double flower variation has been elucidated, yet the differences in regulatory networks between single and double flowers remain unexplored. RESULT Here, we investigated transcriptional changes underlying flower development among yellowhorn single- and double-flowered-trees. Transcriptome analysis and weighted gene co-expression network analysis (WGCNA) were applied to identify key genes and reveal the characteristics of single and double flower traits. The involvement of development-specific and flower-type-specific DEGs related to hormone signaling, metabolism, growth and development was identified, and ABC(D)E model genes were found to be closely associated with floral organ development. Overexpression of yellowhorn ABC(D)E model genes in Arabidopsis demonstrated their roles in floral organ development, and the interactions between different pairs of genes were also validated by yeast two-hybrid (Y2H) experiments. CONCLUSION Therefore we elucidated differences between yellowhorn single and double flower development, highlighting the roles of yellowhorn ABC(D)E model genes in controlling flower structures, which not only enriches the understanding of yellowhorn flower researches, but also provides insights for studying flower development in other woody species.
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Affiliation(s)
- Hanhui Wang
- State Key Laboratory of Tree Genetics and Breeding, College of Forestry, Northeast Forestry University, Harbin, 150040, China
| | - Yanan Lu
- Inner Mongolia Academy of Agricultural and Animal Husbandry Science, Hohhot, China
| | - Yanru Zhang
- State Key Laboratory of Tree Genetics and Breeding, College of Forestry, Northeast Forestry University, Harbin, 150040, China
| | - Guan Liu
- State Key Laboratory of Tree Genetics and Breeding, College of Forestry, Northeast Forestry University, Harbin, 150040, China
- College of Advanced Agriculture and Ecological Environment, Heilongjiang University, Harbin, China
| | - Song Yu
- State Key Laboratory of Tree Genetics and Breeding, College of Forestry, Northeast Forestry University, Harbin, 150040, China
| | - Zhimin Zheng
- State Key Laboratory of Tree Genetics and Breeding, College of Forestry, Northeast Forestry University, Harbin, 150040, China.
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2
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Jo S, El-Demerdash A, Owen C, Srivastava V, Wu D, Kikuchi S, Reed J, Hodgson H, Harkess A, Shu S, Plott C, Jenkins J, Williams M, Boston LB, Lacchini E, Qu T, Goossens A, Grimwood J, Schmutz J, Leebens-Mack J, Osbourn A. Unlocking saponin biosynthesis in soapwort. Nat Chem Biol 2024:10.1038/s41589-024-01681-7. [PMID: 39043959 DOI: 10.1038/s41589-024-01681-7] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/14/2023] [Accepted: 06/18/2024] [Indexed: 07/25/2024]
Abstract
Soapwort (Saponaria officinalis) is a flowering plant from the Caryophyllaceae family with a long history of human use as a traditional source of soap. Its detergent properties are because of the production of polar compounds (saponins), of which the oleanane-based triterpenoid saponins, saponariosides A and B, are the major components. Soapwort saponins have anticancer properties and are also of interest as endosomal escape enhancers for targeted tumor therapies. Intriguingly, these saponins share common structural features with the vaccine adjuvant QS-21 and, thus, represent a potential alternative supply of saponin adjuvant precursors. Here, we sequence the S. officinalis genome and, through genome mining and combinatorial expression, identify 14 enzymes that complete the biosynthetic pathway to saponarioside B. These enzymes include a noncanonical cytosolic GH1 (glycoside hydrolase family 1) transglycosidase required for the addition of D-quinovose. Our results open avenues for accessing and engineering natural and new-to-nature pharmaceuticals, drug delivery agents and potential immunostimulants.
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Affiliation(s)
- Seohyun Jo
- Department of Biochemistry and Metabolism, John Innes Centre, Norwich Research Park, Norwich, UK
| | - Amr El-Demerdash
- Department of Biochemistry and Metabolism, John Innes Centre, Norwich Research Park, Norwich, UK
- Department of Chemistry, Faculty of Sciences, Mansoura University, Mansoura, Egypt
| | - Charlotte Owen
- Department of Biochemistry and Metabolism, John Innes Centre, Norwich Research Park, Norwich, UK
| | - Vikas Srivastava
- Department of Biochemistry and Metabolism, John Innes Centre, Norwich Research Park, Norwich, UK
- Department of Botany, School of Life Sciences, Central University of Jammu, Jammu, India
| | - Dewei Wu
- Department of Biochemistry and Metabolism, John Innes Centre, Norwich Research Park, Norwich, UK
| | - Shingo Kikuchi
- Department of Biochemistry and Metabolism, John Innes Centre, Norwich Research Park, Norwich, UK
| | - James Reed
- Department of Biochemistry and Metabolism, John Innes Centre, Norwich Research Park, Norwich, UK
| | - Hannah Hodgson
- Department of Biochemistry and Metabolism, John Innes Centre, Norwich Research Park, Norwich, UK
| | - Alex Harkess
- HudsonAlpha Institute for Biotechnology, Huntsville, AL, USA
| | - Shengqiang Shu
- US Department of Energy Joint Genome Institute, Lawrence Berkeley National Laboratory, Berkeley, CA, USA
| | - Chris Plott
- HudsonAlpha Institute for Biotechnology, Huntsville, AL, USA
| | - Jerry Jenkins
- HudsonAlpha Institute for Biotechnology, Huntsville, AL, USA
| | | | | | - Elia Lacchini
- Department of Plant Biotechnology and Bioinformatics, Ghent University, Ghent, Belgium
- VIB Centre for Plant Systems Biology, Ghent, Belgium
| | - Tongtong Qu
- Department of Plant Biotechnology and Bioinformatics, Ghent University, Ghent, Belgium
- VIB Centre for Plant Systems Biology, Ghent, Belgium
| | - Alain Goossens
- Department of Plant Biotechnology and Bioinformatics, Ghent University, Ghent, Belgium
- VIB Centre for Plant Systems Biology, Ghent, Belgium
| | - Jane Grimwood
- HudsonAlpha Institute for Biotechnology, Huntsville, AL, USA
| | - Jeremy Schmutz
- HudsonAlpha Institute for Biotechnology, Huntsville, AL, USA
- US Department of Energy Joint Genome Institute, Lawrence Berkeley National Laboratory, Berkeley, CA, USA
| | - Jim Leebens-Mack
- Department of Plant Biology, Miller Plant Sciences, University of Georgia, Athens, GA, USA
| | - Anne Osbourn
- Department of Biochemistry and Metabolism, John Innes Centre, Norwich Research Park, Norwich, UK.
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Zheng SH, Diao YC, Du J, Li JT, Zhao S, Liu MJ, Lin HC, Zeng Y, Wang JY. Genomics and resequencing of Fagopyrum dibotrys from different geographic regions reveals species evolution and genetic diversity. FRONTIERS IN PLANT SCIENCE 2024; 15:1380157. [PMID: 38919820 PMCID: PMC11196786 DOI: 10.3389/fpls.2024.1380157] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Subscribe] [Scholar Register] [Received: 02/01/2024] [Accepted: 05/27/2024] [Indexed: 06/27/2024]
Abstract
Fagopyrum dibotrys, belonging to the family Polygonaceae and genus Fagopyrum, is used in traditional Chinese medicine and is rich in beneficial components, such as flavonoids. As its abundant medicinal value has become increasingly recognized, its excessive development poses a considerable challenge to wild germplasm resources, necessitating artificial cultivation and domestication. Considering these factors, a high-quality genome of F. dibotrys was assembled and the evolutionary relationships within Caryophyllales were compared, based on which 58 individual samples of F. dibotrys were re-sequenced. We found that the samples could be categorized into three purebred populations and regions distributed at distinct elevations. Our varieties were cultivated from the parental populations of the subpopulation in central Yunnan. F. dibotrys is speculated to have originated in the high-altitude Tibetan Plateau region, and that its combination with flavonoids can protect plants against ultraviolet radiation; this infers a subpopulation with a high accumulation of flavonoids. This study assembled a high-quality genome and provided a theoretical foundation for the future introduction, domestication, and development of cultivated varieties of F. dibotrys.
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Affiliation(s)
- Si-hao Zheng
- China National Traditional Chinese Medicine Co., Ltd, Beijing, China
| | - Yong-chao Diao
- China National Traditional Chinese Medicine Co., Ltd, Beijing, China
| | - Jie Du
- China National Traditional Chinese Medicine Co., Ltd, Beijing, China
| | - Jin-tong Li
- China Traditional Chinese Medicine Seed&Seeding, Co., Ltd, Beijing, China
| | - Sha Zhao
- China National Traditional Chinese Medicine Co., Ltd, Beijing, China
| | - Mei-juan Liu
- China National Traditional Chinese Medicine Co., Ltd, Beijing, China
| | - Hui-cai Lin
- China Traditional Chinese Medicine Seed&Seeding, Co., Ltd, Beijing, China
| | - Yan Zeng
- China National Traditional Chinese Medicine Co., Ltd, Beijing, China
| | - Ji-yong Wang
- China National Traditional Chinese Medicine Co., Ltd, Beijing, China
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4
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Wang D, Dong X, Zhong MC, Jiang XD, Cui WH, Bendahmane M, Hu JY. Molecular and genetic regulation of petal number variation. JOURNAL OF EXPERIMENTAL BOTANY 2024; 75:3233-3247. [PMID: 38546444 DOI: 10.1093/jxb/erae136] [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: 12/14/2023] [Accepted: 03/26/2024] [Indexed: 06/11/2024]
Abstract
Floral forms with an increased number of petals, also known as double-flower phenotypes, have been selected and conserved in many domesticated plants, particularly in ornamentals, because of their great economic value. The molecular and genetic mechanisms that control this trait are therefore of great interest, not only for scientists, but also for breeders. In this review, we summarize current knowledge of the gene regulatory networks of flower initiation and development and known mutations that lead to variation of petal number in many species. In addition to the well-accepted miR172/AP2-like module, for which many questions remain unanswered, we also discuss other pathways in which mutations also lead to the formation of extra petals, such as those involved in meristem maintenance, hormone signalling, epigenetic regulation, and responses to environmental signals. We discuss how the concept of 'natural mutants' and recent advances in genomics and genome editing make it possible to explore the molecular mechanisms underlying double-flower formation, and how such knowledge could contribute to the future breeding and selection of this trait in more crops.
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Affiliation(s)
- Dan Wang
- Yunnan Key Laboratory of Crop Wild Relatives Omics, Kunming Institute of Botany, Chinese Academy of Sciences, Kunming 650201, China
- Kunming College of Life Science, University of Chinese Academy of Sciences, 650204 Kunming, Yunnan, China
| | - Xue Dong
- Yunnan Key Laboratory of Crop Wild Relatives Omics, Kunming Institute of Botany, Chinese Academy of Sciences, Kunming 650201, China
- Germplasm Bank of Wild Species, Kunming Institute of Botany, Chinese Academy of Sciences, 650201 Kunming, Yunnan, China
| | - Mi-Cai Zhong
- Yunnan Key Laboratory of Crop Wild Relatives Omics, Kunming Institute of Botany, Chinese Academy of Sciences, Kunming 650201, China
| | - Xiao-Dong Jiang
- Yunnan Key Laboratory of Crop Wild Relatives Omics, Kunming Institute of Botany, Chinese Academy of Sciences, Kunming 650201, China
| | - Wei-Hua Cui
- Yunnan Key Laboratory of Crop Wild Relatives Omics, Kunming Institute of Botany, Chinese Academy of Sciences, Kunming 650201, China
| | - Mohammed Bendahmane
- Laboratoire Reproduction et Développement des Plantes, INRAE-CNRS-Lyon1-ENS, Ecole Normale Supérieure de Lyon, Lyon, France
| | - Jin-Yong Hu
- Yunnan Key Laboratory of Crop Wild Relatives Omics, Kunming Institute of Botany, Chinese Academy of Sciences, Kunming 650201, China
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Huang X, Lyu T, Li Z, Lyu Y. Hydrangea arborescens 'Annabelle' Flower Formation and Flowering in the Current Year. PLANTS (BASEL, SWITZERLAND) 2023; 12:4103. [PMID: 38140430 PMCID: PMC10748224 DOI: 10.3390/plants12244103] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 09/25/2023] [Revised: 11/24/2023] [Accepted: 12/05/2023] [Indexed: 12/24/2023]
Abstract
The perennial woody plant Hydrangea arborescens 'Annabelle' is of great research value due to its unique mechanism of flower development that occurs in the current year, resulting in decorative flowers that can be enjoyed for a relatively long period of time. However, the mechanisms underlying the regulation of current-year flower development in H. arborescens 'Annabelle' are still not fully understood. In this study, we conducted an associated analysis to explore the core regulating network in H. arborescens 'Annabelle' by combining phenological observations, physiological assays, and transcriptome comparisons across seven flower developmental stages. Through this analysis, we constructed a gene co-expression network (GCN) based on the highest reciprocal rank (HRR), using 509 differentially expressed genes (DEGs) identified from seven flowering-related pathways, as well as the biosynthesis of eight flowering-related phytohormones and signal transduction in the transcriptomic analysis. According to the analysis of the GCN, we identified 14 key genes with the highest functional connectivity that played critical roles in specific development stages. We confirmed that 135 transcription factors (AP2/ERF, bHLH, CO-like, GRAS, MIKC, SBP, WRKY) were highly co-expressed with the 14 key genes, indicating their close associations with the development of current-year flowers. We further proposed a hypothetical model of a gene regulatory network for the development of the whole flower. This model suggested that the photoperiod, aging, and gibberellin pathways, along with the phytohormones abscisic acid (ABA), gibberellin (GA), brassinosteroid (BR), and jasmonic acid (JA), work synergistically to promote the floral transition. Additionally, auxin, GA, JA, ABA, and salicylic acid (SA) regulated the blooming process by involving the circadian clock. Cytokinin (CTK), ethylene (ETH), and SA were key regulators that affected flower senescence. Additionally, several floral integrators (HaLFY, HaSOC1-2, HaAP1, HaFULL, HaAGL24, HaFLC, etc.) were dominant contributors to the development of H. arborescens flowers. Overall, this research provides a comprehensive understanding of the dynamic mechanism underlying the entire process of current-year flower development, thereby offering valuable insights for further studies on the flower development of H. arborescens 'Annabelle'.
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Affiliation(s)
- Xiaoxu Huang
- Beijing Key Laboratory of Ornamental Plants Germplasm Innovation & Molecular Breeding, China National Engineering Research Center for Floriculture, College of Landscape Architecture, Beijing Forestry University, Beijing 100083, China
| | - Tong Lyu
- Beijing Flower Engineering Technology Research Center, Plant Institute, China National Botanical Garden North Garden, Beijing 100093, China
| | - Zheng Li
- Beijing Key Laboratory of Ornamental Plants Germplasm Innovation & Molecular Breeding, China National Engineering Research Center for Floriculture, College of Landscape Architecture, Beijing Forestry University, Beijing 100083, China
| | - Yingmin Lyu
- Beijing Key Laboratory of Ornamental Plants Germplasm Innovation & Molecular Breeding, China National Engineering Research Center for Floriculture, College of Landscape Architecture, Beijing Forestry University, Beijing 100083, China
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6
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Jiang H, Zhang X, Leng L, Gong D, Zhang X, Liu J, Peng D, Wu Z, Yang Y. A chromosome-scale and haplotype-resolved genome assembly of carnation ( Dianthus caryophyllus) based on high-fidelity sequencing. FRONTIERS IN PLANT SCIENCE 2023; 14:1230836. [PMID: 37600187 PMCID: PMC10437072 DOI: 10.3389/fpls.2023.1230836] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 05/29/2023] [Accepted: 07/19/2023] [Indexed: 08/22/2023]
Abstract
Dianthus caryophyllus is an economic species often considered excellent cut flowers and is suitable for bouquets and gardens. Here, we assembled the haplotype-resolved genome of D. caryophyllus 'Aili' at the chromosome level for the first time. The total lengths of the two assembled haplotypes of carnation were 584.88 Mb for haplotype genome 1 (hap1) and 578.78 Mb for haplotype genome 2 (hap2), respectively. We predicted a total of 44,098 and 42,425 protein-coding genes, respectively. The remarkable structure variation was identified between two haplotypes. Moreover, we identified 403.80 Mb of transposable elements (TEs) in hap1, which accounted for 69.34% of the genome. In contrast, hap2 had 402.70 Mb of TEs, representing 69.61% of the genome. Long terminal repeats were the predominant transposable elements. Phylogenetic analysis showed that the species differentiation time between carnation and gypsophila was estimated to be ~54.43 MYA. The unique gene families of carnation genomes were identified in 'Aili' and previously published 'Francesco' and 'Scarlet Queen'. The assembled and annotated haplotype-resolved D. caryophyllus genome not only promises to facilitate molecular biology studies but also contributes to genome-level evolutionary studies.
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Affiliation(s)
- Heling Jiang
- Center for Chinese Medicinal Omics and Floriculture, Kunpeng Institute of Modern Agriculture at Foshan, Foshan, China
- The Plant Genomics Research Center, Agricultural Genomics Institute at Shenzhen, Chinese Academy of Agricultural Sciences, Shenzhen, China
| | - Xiaoni Zhang
- Center for Chinese Medicinal Omics and Floriculture, Kunpeng Institute of Modern Agriculture at Foshan, Foshan, China
| | - Luhong Leng
- The Plant Genomics Research Center, Agricultural Genomics Institute at Shenzhen, Chinese Academy of Agricultural Sciences, Shenzhen, China
| | - Desheng Gong
- The Plant Genomics Research Center, Agricultural Genomics Institute at Shenzhen, Chinese Academy of Agricultural Sciences, Shenzhen, China
| | - Xiaohui Zhang
- The Plant Genomics Research Center, Agricultural Genomics Institute at Shenzhen, Chinese Academy of Agricultural Sciences, Shenzhen, China
| | - Junyang Liu
- The Plant Genomics Research Center, Agricultural Genomics Institute at Shenzhen, Chinese Academy of Agricultural Sciences, Shenzhen, China
| | - Dan Peng
- Center for Chinese Medicinal Omics and Floriculture, Kunpeng Institute of Modern Agriculture at Foshan, Foshan, China
| | - Zhiqiang Wu
- Center for Chinese Medicinal Omics and Floriculture, Kunpeng Institute of Modern Agriculture at Foshan, Foshan, China
- The Plant Genomics Research Center, Agricultural Genomics Institute at Shenzhen, Chinese Academy of Agricultural Sciences, Shenzhen, China
| | - Yingxue Yang
- Center for Chinese Medicinal Omics and Floriculture, Kunpeng Institute of Modern Agriculture at Foshan, Foshan, China
- The Plant Genomics Research Center, Agricultural Genomics Institute at Shenzhen, Chinese Academy of Agricultural Sciences, Shenzhen, China
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Lan L, Zhao H, Xu S, Kan S, Zhang X, Liu W, Liao X, Tembrock LR, Ren Y, Reeve W, Yang J, Wu Z. A high-quality Bougainvillea genome provides new insights into evolutionary history and pigment biosynthetic pathways in the Caryophyllales. HORTICULTURE RESEARCH 2023; 10:uhad124. [PMID: 37554346 PMCID: PMC10405137 DOI: 10.1093/hr/uhad124] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Figures] [Subscribe] [Scholar Register] [Received: 03/10/2023] [Accepted: 06/05/2023] [Indexed: 08/10/2023]
Abstract
Bougainvillea is a perennial ornamental shrub that is highly regarded in ornamental horticulture around the world. However, the absence of genome data limits our understanding of the pathways involved in bract coloration and breeding. Here, we report a chromosome-level assembly of the giga-genome of Bougainvillea × buttiana 'Mrs Butt', a cultivar thought to be the origin of many other Bougainvillea cultivars. The assembled genome is ~5 Gb with a scaffold N50 of 151 756 278 bp and contains 86 572 genes which have undergone recent whole-genome duplication. We confirmed that multiple rounds of whole-genome multiplication have occurred in the evolutionary history of the Caryophyllales, reconstructed the relationship in the Caryophyllales at whole genome level, and found discordance between species and gene trees as the result of complex introgression events. We investigated betalain and anthocyanin biosynthetic pathways and found instances of independent evolutionary innovations in the nine different Caryophyllales species. To explore the potential formation mechanism of diverse bract colors in Bougainvillea, we analyzed the genes involved in betalain and anthocyanin biosynthesis and found extremely low expression of ANS and DFR genes in all cultivars, which may limit anthocyanin biosynthesis. Our findings indicate that the expression pattern of the betalain biosynthetic pathway did not directly correlate with bract color, and a higher expression level in the betalain biosynthetic pathway is required for colored bracts. This improved understanding of the correlation between gene expression and bract color allows plant breeding outcomes to be predicted with greater certainty.
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Affiliation(s)
- Lan Lan
- Shenzhen Branch, Guangdong Laboratory of Lingnan Modern Agriculture, Genome Analysis Laboratory of the Ministry of Agriculture and Rural Affairs, Agricultural Genomics Institute at Shenzhen, Chinese Academy of Agricultural Sciences, Shenzhen, 518120, China
- School of Medical, Molecularand Forensic Sciences, Murdoch University, 6150, Western Australia, 90 South Street, Murdoch, Australia
- Kunpeng Institute of Modern Agriculture at Foshan, Shenzhen Branch, Guangdong Laboratory of Lingnan Modern Agriculture, Agricultural Genomics Institute at Shenzhen, Chinese Academy of Agricultural Sciences, Shenzhen 518124, China
| | - Huiqi Zhao
- Sanya Institute, Hainan Academy of Agricultural Sciences, Sanya, 572025, China
- Institute of Tropical Horticulture Research, Hainan Academy of Agricultural Sciences, Haikou, 571100, China
| | - Suxia Xu
- Fujian Key Laboratory of Subtropical Plant Physiology & Biochemistry, Fujian Institute of Subtropical Botany, Xiamen, 361006, China
| | - Shenglong Kan
- Kunpeng Institute of Modern Agriculture at Foshan, Shenzhen Branch, Guangdong Laboratory of Lingnan Modern Agriculture, Agricultural Genomics Institute at Shenzhen, Chinese Academy of Agricultural Sciences, Shenzhen 518124, China
| | - Xiaoni Zhang
- Shenzhen Branch, Guangdong Laboratory of Lingnan Modern Agriculture, Genome Analysis Laboratory of the Ministry of Agriculture and Rural Affairs, Agricultural Genomics Institute at Shenzhen, Chinese Academy of Agricultural Sciences, Shenzhen, 518120, China
- Kunpeng Institute of Modern Agriculture at Foshan, Shenzhen Branch, Guangdong Laboratory of Lingnan Modern Agriculture, Agricultural Genomics Institute at Shenzhen, Chinese Academy of Agricultural Sciences, Shenzhen 518124, China
| | - Weichao Liu
- Kunpeng Institute of Modern Agriculture at Foshan, Shenzhen Branch, Guangdong Laboratory of Lingnan Modern Agriculture, Agricultural Genomics Institute at Shenzhen, Chinese Academy of Agricultural Sciences, Shenzhen 518124, China
- Key Laboratory of Horticultural Plant Biology, College of Horticulture and Forestry Sciences, Huazhong Agricultural University, Wuhan, 430070, China
| | - Xuezhu Liao
- Shenzhen Branch, Guangdong Laboratory of Lingnan Modern Agriculture, Genome Analysis Laboratory of the Ministry of Agriculture and Rural Affairs, Agricultural Genomics Institute at Shenzhen, Chinese Academy of Agricultural Sciences, Shenzhen, 518120, China
- Kunpeng Institute of Modern Agriculture at Foshan, Shenzhen Branch, Guangdong Laboratory of Lingnan Modern Agriculture, Agricultural Genomics Institute at Shenzhen, Chinese Academy of Agricultural Sciences, Shenzhen 518124, China
| | - Luke R Tembrock
- Department of Agricultural Biology, Colorado State University, Fort Collins, CO, 80523, USA
| | - Yonglin Ren
- School of Medical, Molecularand Forensic Sciences, Murdoch University, 6150, Western Australia, 90 South Street, Murdoch, Australia
| | - Wayne Reeve
- School of Medical, Molecularand Forensic Sciences, Murdoch University, 6150, Western Australia, 90 South Street, Murdoch, Australia
| | - Jun Yang
- Sanya Institute, Hainan Academy of Agricultural Sciences, Sanya, 572025, China
- Institute of Tropical Horticulture Research, Hainan Academy of Agricultural Sciences, Haikou, 571100, China
| | - Zhiqiang Wu
- Shenzhen Branch, Guangdong Laboratory of Lingnan Modern Agriculture, Genome Analysis Laboratory of the Ministry of Agriculture and Rural Affairs, Agricultural Genomics Institute at Shenzhen, Chinese Academy of Agricultural Sciences, Shenzhen, 518120, China
- Kunpeng Institute of Modern Agriculture at Foshan, Shenzhen Branch, Guangdong Laboratory of Lingnan Modern Agriculture, Agricultural Genomics Institute at Shenzhen, Chinese Academy of Agricultural Sciences, Shenzhen 518124, China
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