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Yang X, Li G, Shi J, Wilkinson LG, Aubert MK, Houston K, Shirley NJ, Gao H, Lister RA, Colombo L, Tucker MR. MADS31 supports female germline development by repressing the post-fertilization programme in cereal ovules. NATURE PLANTS 2025:10.1038/s41477-025-01915-z. [PMID: 40000812 DOI: 10.1038/s41477-025-01915-z] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 03/27/2023] [Accepted: 01/13/2025] [Indexed: 02/27/2025]
Abstract
The female germline of flowering plants develops within a niche of sporophytic (somatic) ovule cells, also referred to as the nucellus. How niche cells maintain their own somatic developmental programme, yet support the development of adjoining germline cells, remains largely unknown. Here we report that MADS31, a conserved MADS-box transcription factor from the B-sister subclass, is a potent regulator of niche cell identity. In barley, MADS31 is preferentially expressed in nucellar cells directly adjoining the germline, and loss-of-function mads31 mutants exhibit deformed and disorganized nucellar cells, leading to impaired germline development and partial female sterility. Remarkably similar phenotypes are observed in mads31 mutants in wheat, suggesting functional conservation within the Triticeae tribe. Molecular assays indicate that MADS31 encodes a potent transcriptional repressor, targeting genes in the ovule that are normally active in the seed. One prominent target of MADS31 is NRPD4b, a seed-expressed component of RNA polymerase IV/V that is involved in epigenetic regulation. NRPD4b is directly repressed by MADS31 in vivo and is derepressed in mads31 ovules, while overexpression of NRPD4b recapitulates the mads31 ovule phenotype. Thus, repression of NRPD4b by MADS31 is required to maintain ovule niche functionality. Our findings reveal a new mechanism by which somatic ovule tissues maintain their identity and support germline development before transitioning to the post-fertilization programme.
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Affiliation(s)
- Xiujuan Yang
- Waite Research Institute, School of Agriculture, Food and Wine, The University of Adelaide, Urrbrae, South Australia, Australia
| | - Gang Li
- Waite Research Institute, School of Agriculture, Food and Wine, The University of Adelaide, Urrbrae, South Australia, Australia
- State Key Laboratory of Agricultural and Forestry Biosecurity, College of Plant Protection, Nanjing Agricultural University, Nanjing, China
| | - Jin Shi
- School of Life Sciences and Biotechnology, Shanghai Jiao Tong University, Shanghai, China
| | - Laura G Wilkinson
- Waite Research Institute, School of Agriculture, Food and Wine, The University of Adelaide, Urrbrae, South Australia, Australia
| | - Matthew K Aubert
- Waite Research Institute, School of Agriculture, Food and Wine, The University of Adelaide, Urrbrae, South Australia, Australia
- Australian Grain Technologies, Northam, Western Australia, Australia
| | - Kelly Houston
- The James Hutton Institute, Invergowrie, Dundee, Scotland, UK
| | - Neil J Shirley
- Waite Research Institute, School of Agriculture, Food and Wine, The University of Adelaide, Urrbrae, South Australia, Australia
| | - Hengbin Gao
- The Harry Perkins Institute of Medical Research, QEII Medical Centre and Centre for Medical Research, The University of Western Australia, Perth, Western Australia, Australia
| | - Ryan A Lister
- The Harry Perkins Institute of Medical Research, QEII Medical Centre and Centre for Medical Research, The University of Western Australia, Perth, Western Australia, Australia
| | - Lucia Colombo
- Department of Biosciences, Università degli Studi di Milano, Milan, Italy
| | - Matthew R Tucker
- Waite Research Institute, School of Agriculture, Food and Wine, The University of Adelaide, Urrbrae, South Australia, Australia.
- ARC Centre of Excellence in Plants for Space, The University of Adelaide, Urrbrae, South Australia, Australia.
- ARC Training Centre for Future Crops Development, The University of Adelaide, Urrbrae, South Australia, Australia.
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Si X, Xu W, Fan J, Wang K, Zhang N, Si H. Screening and Identification of Target Gene of StTCP7 Transcription Factor in Potato. Int J Mol Sci 2024; 25:10450. [PMID: 39408780 PMCID: PMC11477400 DOI: 10.3390/ijms251910450] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/20/2024] [Revised: 09/20/2024] [Accepted: 09/24/2024] [Indexed: 10/20/2024] Open
Abstract
TCP transcription factors are involved in the regulation of plant growth and development and response to stress. Previous studies showed that StTCP7 was involved in the abiotic stress response of potato and positively regulated plant tolerance to drought stress. On the basis of previous studies, this study verified the downstream target genes of StTCP7 transcription factor binding through yeast one hybridization, double luciferase and other technologies, and conducted a preliminary analysis of the downstream target genes. The results showed that the StTCP7 transcription factor could bind the promoter region of StDAM5 and StGOLS2 and regulate the expression of their genes. qRT-PCR analysis showed that the expression level of StDAM5 gene was the highest in flower stalk tissue and the lowest in leaf stalk. The expression of StGOLS2 gene was the highest in stem, the second in stalk, and the lower in root. Both StDAM5 and StGOLS2 genes responded to abiotic stress treated with 200 mM NaCl, 20% PEG-6000 and 100 µM ABA. The expression levels of target genes StDAM5 and StGOLS2 were up-regulated in StTCP7 interfered plants. The protein encoded by the target gene StDAM5 belongs to the Type II MADS-box protein, which contains 238 amino acids and is an acidic hydrophilic protein. The analysis of StDAM5 promoter region showed that the promoter region of StDAM5 gene contained cis-acting elements such as light response and abscisic acid. Subcellular localization showed that StDAM5 protein was expressed in both nucleus and cytoplasm.
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Affiliation(s)
- Xingru Si
- State Key Laboratory of Aridland Crop Science, Gansu Agricultural University, Lanzhou 730070, China; (X.S.); (W.X.); (J.F.); (K.W.); (N.Z.)
- College of Life Science and Technology, Gansu Agricultural University, Lanzhou 730070, China
| | - Wenjin Xu
- State Key Laboratory of Aridland Crop Science, Gansu Agricultural University, Lanzhou 730070, China; (X.S.); (W.X.); (J.F.); (K.W.); (N.Z.)
- College of Life Science and Technology, Gansu Agricultural University, Lanzhou 730070, China
| | - Junliang Fan
- State Key Laboratory of Aridland Crop Science, Gansu Agricultural University, Lanzhou 730070, China; (X.S.); (W.X.); (J.F.); (K.W.); (N.Z.)
- College of Life Science and Technology, Gansu Agricultural University, Lanzhou 730070, China
| | - Kaitong Wang
- State Key Laboratory of Aridland Crop Science, Gansu Agricultural University, Lanzhou 730070, China; (X.S.); (W.X.); (J.F.); (K.W.); (N.Z.)
- College of Agronomy, Gansu Agricultural University, Lanzhou 730070, China
| | - Ning Zhang
- State Key Laboratory of Aridland Crop Science, Gansu Agricultural University, Lanzhou 730070, China; (X.S.); (W.X.); (J.F.); (K.W.); (N.Z.)
- College of Life Science and Technology, Gansu Agricultural University, Lanzhou 730070, China
| | - Huaijun Si
- State Key Laboratory of Aridland Crop Science, Gansu Agricultural University, Lanzhou 730070, China; (X.S.); (W.X.); (J.F.); (K.W.); (N.Z.)
- College of Life Science and Technology, Gansu Agricultural University, Lanzhou 730070, China
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Pramanik D, Becker A, Roessner C, Rupp O, Bogarín D, Pérez-Escobar OA, Dirks-Mulder A, Droppert K, Kocyan A, Smets E, Gravendeel B. Evolution and development of fruits of Erycina pusilla and other orchid species. PLoS One 2023; 18:e0286846. [PMID: 37815982 PMCID: PMC10564159 DOI: 10.1371/journal.pone.0286846] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/28/2023] [Accepted: 05/24/2023] [Indexed: 10/12/2023] Open
Abstract
Fruits play a crucial role in seed dispersal. They open along dehiscence zones. Fruit dehiscence zone formation has been intensively studied in Arabidopsis thaliana. However, little is known about the mechanisms and genes involved in the formation of fruit dehiscence zones in species outside the Brassicaceae. The dehiscence zone of A. thaliana contains a lignified layer, while dehiscence zone tissues of the emerging orchid model Erycina pusilla include a lipid layer. Here we present an analysis of evolution and development of fruit dehiscence zones in orchids. We performed ancestral state reconstructions across the five orchid subfamilies to study the evolution of selected fruit traits and explored dehiscence zone developmental genes using RNA-seq and qPCR. We found that erect dehiscent fruits with non-lignified dehiscence zones and a short ripening period are ancestral characters in orchids. Lignified dehiscence zones in orchid fruits evolved multiple times from non-lignified zones. Furthermore, we carried out gene expression analysis of tissues from different developmental stages of E. pusilla fruits. We found that fruit dehiscence genes from the MADS-box gene family and other important regulators in E. pusilla differed in their expression pattern from their homologs in A. thaliana. This suggests that the current A. thaliana fruit dehiscence model requires adjustment for orchids. Additionally, we discovered that homologs of A. thaliana genes involved in the development of carpel, gynoecium and ovules, and genes involved in lipid biosynthesis were expressed in the fruit valves of E. pusilla, implying that these genes may play a novel role in formation of dehiscence zone tissues in orchids. Future functional analysis of developmental regulators, lipid identification and quantification can shed more light on lipid-layer based dehiscence of orchid fruits.
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Affiliation(s)
- Dewi Pramanik
- Evolutionary Ecology Group, Naturalis Biodiversity Center, Leiden, The Netherlands
- Institute of Biology Leiden, Leiden University, Leiden, The Netherlands
- National Research and Innovation Agency Republic of Indonesia (BRIN), Central Jakarta, Indonesia
| | - Annette Becker
- Development Biology of Plants, Institute for Botany, Justus-Liebig-University Giessen, Giessen, Germany
| | - Clemens Roessner
- Development Biology of Plants, Institute for Botany, Justus-Liebig-University Giessen, Giessen, Germany
| | - Oliver Rupp
- Department of Bioinformatics and Systems Biology, Justus Liebig University, Giessen, Germany
| | - Diego Bogarín
- Evolutionary Ecology Group, Naturalis Biodiversity Center, Leiden, The Netherlands
- Jardín Botánico Lankester, Universidad de Costa Rica, Cartago, Costa Rica
| | | | - Anita Dirks-Mulder
- Faculty of Science and Technology, University of Applied Sciences Leiden, Leiden, The Netherlands
| | - Kevin Droppert
- Faculty of Science and Technology, University of Applied Sciences Leiden, Leiden, The Netherlands
| | - Alexander Kocyan
- Botanical Museum, Department of Plant and Microbial Biology, University of Zurich, Zurich, Switzerland
| | - Erik Smets
- Evolutionary Ecology Group, Naturalis Biodiversity Center, Leiden, The Netherlands
- Institute of Biology Leiden, Leiden University, Leiden, The Netherlands
- Ecology, Evolution and Biodiversity Conservation, KU Leuven, Heverlee, Belgium
| | - Barbara Gravendeel
- Evolutionary Ecology Group, Naturalis Biodiversity Center, Leiden, The Netherlands
- Institute of Biology Leiden, Leiden University, Leiden, The Netherlands
- Radboud Institute for Biological and Environmental Sciences, Radboud University, Nijmegen, The Netherlands
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Lee YI, Yeung EC. The orchid seed coat: a developmental and functional perspective. BOTANICAL STUDIES 2023; 64:27. [PMID: 37755558 PMCID: PMC10533777 DOI: 10.1186/s40529-023-00400-0] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 05/31/2023] [Accepted: 09/05/2023] [Indexed: 09/28/2023]
Abstract
Orchid seeds are 'dust-like.' The seed coat is usually thin, with only one to a few cell layers. It originates from the integuments formed during ovule development. In orchids, the outer integument is primarily responsible for forming a mature seed coat. The inner integument usually fails to develop after fertilization, becomes compressed, and collapses over the expanding embryo. Hence, the seed coat is formed from the funiculus, chalaza, and outer integumentary cells. The outermost layer of the seed coat, the testa, is lignified, usually at the radial and inner tangential walls. The subepidermal thin-walled layer(s), the tegmen, subsequently cold, resulting in seeds having only a single layer of seed coat cells. In some species, cells of the inner integument remain alive with the ability to synthesize and accumulate lipidic and or phenolic compounds in their walls covering the embryo. This cover is called the 'carapace,' a protective shield contributing to the embryo's added protection. A developmental and functional perspective of the integuments and seed coat during seed development and germination is presented in this review.
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Affiliation(s)
- Yung-I Lee
- Department of Life Science, National Taiwan University, Taipei, 10617, Taiwan.
- Institute of Ecology and Evolutionary Biology, National Taiwan University, Taipei, 10617, Taiwan.
| | - Edward C Yeung
- Department of Biological Sciences, University of Calgary, Calgary, AB, T2N 1N4, Canada.
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Lin ZY, Zhu GF, Lu CQ, Gao J, Li J, Xie Q, Wei YL, Jin JP, Wang FL, Yang FX. Functional conservation and divergence of SEPALLATA-like genes in floral development in Cymbidium sinense. FRONTIERS IN PLANT SCIENCE 2023; 14:1209834. [PMID: 37711312 PMCID: PMC10498475 DOI: 10.3389/fpls.2023.1209834] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Figures] [Subscribe] [Scholar Register] [Received: 04/21/2023] [Accepted: 08/08/2023] [Indexed: 09/16/2023]
Abstract
Cymbidium sinense is one of the most important traditional Chinese Orchids due to its unique and highly ornamental floral organs. Although the ABCDE model for flower development is well-established in model plant species, the precise roles of these genes in C. sinense are not yet fully understood. In this study, four SEPALLATA-like genes were isolated and identified from C. sinense. CsSEP1 and CsSEP3 were grouped into the AGL9 clade, while CsSEP2 and CsSEP4 were included in the AGL2/3/4 clade. The expression pattern of CsSEP genes showed that they were significantly accumulated in reproductive tissues and expressed during flower bud development but only mildly detected or even undetected in vegetative organs. Subcellular localization revealed that CsSEP1 and CsSEP4 were localized to the nucleus, while CsSEP2 and CsSEP3 were located at the nuclear membrane. Promoter sequence analysis predicted that CsSEP genes contained a number of hormone response elements (HREs) and MADS-box binding sites. The early flowering phenotype observed in transgenic Arabidopsis plants expressing four CsSEP genes, along with the expression profiles of endogenous genes, such as SOC1, LFY, AG, FT, SEP3 and TCPs, in both transgenic Arabidopsis and C. sinense protoplasts, suggested that the CsSEP genes played a regulatory role in the flowering transition by influencing downstream genes related to flowering. However, only transgenic plants overexpressing CsSEP3 and CsSEP4 caused abnormal phenotypes of floral organs, while CsSEP1 and CsSEP2 had no effect on floral organs. Protein-protein interaction assays indicated that CsSEPs formed a protein complex with B-class CsAP3-2 and CsSOC1 proteins, affecting downstream genes to regulate floral organs and flowering time. Our findings highlighted both the functional conservation and divergence of SEPALLATA-like genes in C. sinense floral development. These results provided a valuable foundation for future studies of the molecular network underlying floral development in C. sinense.
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Affiliation(s)
- Zeng-Yu Lin
- Guangdong Key Laboratory of Ornamental Plant Germplasm Innovation and Utilization, Institute of Environmental Horticulture, Guangdong Academy of Agricultural Sciences, Guangzhou, China
- College of Horticulture and Landscape Architecture, Zhongkai University of Agriculture and Engineering, Guangzhou, China
| | - Gen-Fa Zhu
- Guangdong Key Laboratory of Ornamental Plant Germplasm Innovation and Utilization, Institute of Environmental Horticulture, Guangdong Academy of Agricultural Sciences, Guangzhou, China
| | - Chu-Qiao Lu
- Guangdong Key Laboratory of Ornamental Plant Germplasm Innovation and Utilization, Institute of Environmental Horticulture, Guangdong Academy of Agricultural Sciences, Guangzhou, China
| | - Jie Gao
- Guangdong Key Laboratory of Ornamental Plant Germplasm Innovation and Utilization, Institute of Environmental Horticulture, Guangdong Academy of Agricultural Sciences, Guangzhou, China
| | - Jie Li
- Guangdong Key Laboratory of Ornamental Plant Germplasm Innovation and Utilization, Institute of Environmental Horticulture, Guangdong Academy of Agricultural Sciences, Guangzhou, China
| | - Qi Xie
- Guangdong Key Laboratory of Ornamental Plant Germplasm Innovation and Utilization, Institute of Environmental Horticulture, Guangdong Academy of Agricultural Sciences, Guangzhou, China
| | - Yong-Lu Wei
- Guangdong Key Laboratory of Ornamental Plant Germplasm Innovation and Utilization, Institute of Environmental Horticulture, Guangdong Academy of Agricultural Sciences, Guangzhou, China
| | - Jian-Peng Jin
- Guangdong Key Laboratory of Ornamental Plant Germplasm Innovation and Utilization, Institute of Environmental Horticulture, Guangdong Academy of Agricultural Sciences, Guangzhou, China
| | - Feng-Lan Wang
- College of Horticulture and Landscape Architecture, Zhongkai University of Agriculture and Engineering, Guangzhou, China
| | - Feng-Xi Yang
- Guangdong Key Laboratory of Ornamental Plant Germplasm Innovation and Utilization, Institute of Environmental Horticulture, Guangdong Academy of Agricultural Sciences, Guangzhou, China
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6
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Zhang D, Zhao XW, Li YY, Ke SJ, Yin WL, Lan S, Liu ZJ. Advances and prospects of orchid research and industrialization. HORTICULTURE RESEARCH 2022; 9:uhac220. [PMID: 36479582 PMCID: PMC9720451 DOI: 10.1093/hr/uhac220] [Citation(s) in RCA: 6] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Figures] [Subscribe] [Scholar Register] [Received: 06/14/2022] [Accepted: 09/22/2022] [Indexed: 06/17/2023]
Abstract
Orchidaceae is one of the largest, most diverse families in angiosperms with significant ecological and economical values. Orchids have long fascinated scientists by their complex life histories, exquisite floral morphology and pollination syndromes that exhibit exclusive specializations, more than any other plants on Earth. These intrinsic factors together with human influences also make it a keystone group in biodiversity conservation. The advent of sequencing technologies and transgenic techniques represents a quantum leap in orchid research, enabling molecular approaches to be employed to resolve the historically interesting puzzles in orchid basic and applied biology. To date, 16 different orchid genomes covering four subfamilies (Apostasioideae, Vanilloideae, Epidendroideae, and Orchidoideae) have been released. These genome projects have given rise to massive data that greatly empowers the studies pertaining to key innovations and evolutionary mechanisms for the breadth of orchid species. The extensive exploration of transcriptomics, comparative genomics, and recent advances in gene engineering have linked important traits of orchids with a multiplicity of gene families and their regulating networks, providing great potential for genetic enhancement and improvement. In this review, we summarize the progress and achievement in fundamental research and industrialized application of orchids with a particular focus on molecular tools, and make future prospects of orchid molecular breeding and post-genomic research, providing a comprehensive assemblage of state of the art knowledge in orchid research and industrialization.
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Affiliation(s)
- Diyang Zhang
- Key Laboratory of National Forestry and Grassland Administration for Orchid Conservation and Utilization at College of Landscape Architecture, Fujian Agriculture and Forestry University, Fuzhou 350002, China
| | - Xue-Wei Zhao
- Key Laboratory of National Forestry and Grassland Administration for Orchid Conservation and Utilization at College of Landscape Architecture, Fujian Agriculture and Forestry University, Fuzhou 350002, China
- College of Forestry, Fujian Agriculture and Forestry University, Fuzhou 350002, China
| | - Yuan-Yuan Li
- Key Laboratory of National Forestry and Grassland Administration for Orchid Conservation and Utilization at College of Landscape Architecture, Fujian Agriculture and Forestry University, Fuzhou 350002, China
| | - Shi-Jie Ke
- Key Laboratory of National Forestry and Grassland Administration for Orchid Conservation and Utilization at College of Landscape Architecture, Fujian Agriculture and Forestry University, Fuzhou 350002, China
- College of Forestry, Fujian Agriculture and Forestry University, Fuzhou 350002, China
| | - Wei-Lun Yin
- College of Biological Sciences and Technology, Beijing Forestry University, Beijing 100083, China
| | - Siren Lan
- Key Laboratory of National Forestry and Grassland Administration for Orchid Conservation and Utilization at College of Landscape Architecture, Fujian Agriculture and Forestry University, Fuzhou 350002, China
| | - Zhong-Jian Liu
- Key Laboratory of National Forestry and Grassland Administration for Orchid Conservation and Utilization at College of Landscape Architecture, Fujian Agriculture and Forestry University, Fuzhou 350002, China
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7
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Cheng H, Xie X, Ren M, Yang S, Zhao X, Mahna N, Liu Y, Xu Y, Xiang Y, Chai H, Zheng L, Ge H, Jia R. Characterization of Three SEPALLATA-Like MADS-Box Genes Associated With Floral Development in Paphiopedilum henryanum (Orchidaceae). FRONTIERS IN PLANT SCIENCE 2022; 13:916081. [PMID: 35693163 PMCID: PMC9178235 DOI: 10.3389/fpls.2022.916081] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Figures] [Subscribe] [Scholar Register] [Received: 04/08/2022] [Accepted: 05/03/2022] [Indexed: 06/15/2023]
Abstract
Paphiopedilum (Orchidaceae) is one of the world's most popular orchids that is found in tropical and subtropical forests and has an enormous ornamental value. SEPALLATA-like (SEP-like) MADS-box genes are responsible for floral organ specification. In this study, three SEP-like MADS-box genes, PhSEP1, PhSEP2, and PhSEP3, were identified in Paphiopedilum henryanum. These genes were 732-916 bp, with conserved SEPI and SEPII motifs. Phylogenetic analysis revealed that PhSEP genes were evolutionarily closer to the core eudicot SEP3 lineage, whereas none of them belonged to core eudicot SEP1/2/4 clades. PhSEP genes displayed non-ubiquitous expression, which was detectable across all floral organs at all developmental stages of the flower buds. Furthermore, subcellular localization experiments revealed the localization of PhSEP proteins in the nucleus. Yeast two-hybrid assays revealed no self-activation of PhSEPs. The protein-protein interactions revealed that PhSEPs possibly interact with B-class DEFICIENS-like and E-class MADS-box proteins. Our study suggests that the three SEP-like genes may play key roles in flower development in P. henryanum, which will improve our understanding of the roles of the SEP-like MADS-box gene family and provide crucial insights into the mechanisms underlying floral development in orchids.
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Affiliation(s)
- Hao Cheng
- Key Laboratory of Biology and Genetic Improvement of Flower Crops (North China), Ministry of Agriculture and Rural Affairs, Institute of Vegetables and Flowers, Chinese Academy of Agricultural Sciences, Beijing, China
- National Agricultural Science & Technology Center, Institute of Urban Agriculture, Chinese Academy of Agricultural Sciences, Chengdu, China
| | - Xiulan Xie
- National Agricultural Science & Technology Center, Institute of Urban Agriculture, Chinese Academy of Agricultural Sciences, Chengdu, China
| | - Maozhi Ren
- National Agricultural Science & Technology Center, Institute of Urban Agriculture, Chinese Academy of Agricultural Sciences, Chengdu, China
| | - Shuhua Yang
- Key Laboratory of Biology and Genetic Improvement of Flower Crops (North China), Ministry of Agriculture and Rural Affairs, Institute of Vegetables and Flowers, Chinese Academy of Agricultural Sciences, Beijing, China
| | - Xin Zhao
- Key Laboratory of Biology and Genetic Improvement of Flower Crops (North China), Ministry of Agriculture and Rural Affairs, Institute of Vegetables and Flowers, Chinese Academy of Agricultural Sciences, Beijing, China
| | - Nasser Mahna
- Department of Horticultural Sciences, Faculty of Agriculture, University of Tabriz, Tabriz, Iran
| | - Yi Liu
- National Agricultural Science & Technology Center, Institute of Urban Agriculture, Chinese Academy of Agricultural Sciences, Chengdu, China
| | - Yufeng Xu
- Key Laboratory of Biology and Genetic Improvement of Flower Crops (North China), Ministry of Agriculture and Rural Affairs, Institute of Vegetables and Flowers, Chinese Academy of Agricultural Sciences, Beijing, China
| | - Yukai Xiang
- Department of High-Performance Computing, National Supercomputing Center in Chengdu, Chengdu, China
| | - Hua Chai
- Department of High-Performance Computing, National Supercomputing Center in Chengdu, Chengdu, China
| | - Liang Zheng
- Department of High-Performance Computing, National Supercomputing Center in Chengdu, Chengdu, China
| | - Hong Ge
- Key Laboratory of Biology and Genetic Improvement of Flower Crops (North China), Ministry of Agriculture and Rural Affairs, Institute of Vegetables and Flowers, Chinese Academy of Agricultural Sciences, Beijing, China
| | - Ruidong Jia
- Key Laboratory of Biology and Genetic Improvement of Flower Crops (North China), Ministry of Agriculture and Rural Affairs, Institute of Vegetables and Flowers, Chinese Academy of Agricultural Sciences, Beijing, China
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