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Hao X, He S. Genome-wide identification, classification and expression analysis of the heat shock transcription factor family in Garlic (Allium sativum L.). BMC PLANT BIOLOGY 2024; 24:421. [PMID: 38760734 PMCID: PMC11102281 DOI: 10.1186/s12870-024-05018-3] [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: 04/15/2023] [Accepted: 04/12/2024] [Indexed: 05/19/2024]
Abstract
BACKGROUND The heat shock transcription factor (HSF) plays a crucial role in the regulatory network by coordinating responses to heat stress as well as other stress signaling pathways. Despite extensive studies on HSF functions in various plant species, our understanding of this gene family in garlic, an important crop with nutritional and medicinal value, remains limited. In this study, we conducted a comprehensive investigation of the entire garlic genome to elucidate the characteristics of the AsHSF gene family. RESULTS In this study, we identified a total of 17 AsHSF transcription factors. Phylogenetic analysis classified these transcription factors into three subfamilies: Class A (9 members), Class B (6 members), and Class C (2 members). Each subfamily was characterized by shared gene structures and conserved motifs. The evolutionary features of the AsHSF genes were investigated through a comprehensive analysis of chromosome location, conserved protein motifs, and gene duplication events. These findings suggested that the evolution of AsHSF genes is likely driven by both tandem and segmental duplication events. Moreover, the nucleotide diversity of the AsHSF genes decreased by only 0.0002% from wild garlic to local garlic, indicating a slight genetic bottleneck experienced by this gene family during domestication. Furthermore, the analysis of cis-acting elements in the promoters of AsHSF genes indicated their crucial roles in plant growth, development, and stress responses. qRT-PCR analysis, co-expression analysis, and protein interaction prediction collectively highlighted the significance of Asa6G04911. Subsequent experimental investigations using yeast two-hybridization and yeast induction experiments confirmed its interaction with HSP70/90, reinforcing its significance in heat stress. CONCLUSIONS This study is the first to unravel and analyze the AsHSF genes in garlic, thereby opening up new avenues for understanding their functions. The insights gained from this research provide a valuable resource for future investigations, particularly in the functional analysis of AsHSF genes.
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Affiliation(s)
- Xiaomeng Hao
- Institute of Neurobiology, Jining Medical University, Jining, China
| | - Shutao He
- Institute of Biotechnology and Health, Beijing Academy of Science and Technology, Beijing, China.
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2
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Shemesh-Mayer E, Faigenboim A, Sherman A, Gao S, Zeng Z, Liu T, Kamenetsky-Goldstein R. Deprivation of Sexual Reproduction during Garlic Domestication and Crop Evolution. Int J Mol Sci 2023; 24:16777. [PMID: 38069099 PMCID: PMC10706073 DOI: 10.3390/ijms242316777] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/16/2023] [Revised: 11/23/2023] [Accepted: 11/24/2023] [Indexed: 12/18/2023] Open
Abstract
Garlic, originating in the mountains of Central Asia, has undergone domestication and subsequent widespread introduction to diverse regions. Human selection for adaptation to various climates has resulted in the development of numerous garlic varieties, each characterized by specific morphological and physiological traits. However, this process has led to a loss of fertility and seed production in garlic crops. In this study, we conducted morpho-physiological and transcriptome analyses, along with whole-genome resequencing of 41 garlic accessions from different regions, in order to assess the variations in reproductive traits among garlic populations. Our findings indicate that the evolution of garlic crops was associated with mutations in genes related to vernalization and the circadian clock. The decline in sexual reproduction is not solely attributed to a few mutations in specific genes, but is correlated with extensive alterations in the genetic regulation of the annual cycle, stress adaptations, and environmental requirements. The regulation of flowering ability, stress response, and metabolism occurs at both the genetic and transcriptional levels. We conclude that the migration and evolution of garlic crops involve substantial and diverse changes across the entire genome landscape. The construction of a garlic pan-genome, encompassing genetic diversity from various garlic populations, will provide further insights for research into and the improvement of garlic crops.
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Affiliation(s)
- Einat Shemesh-Mayer
- Institute of Plant Sciences, Agricultural Research Organization, The Volcani Institute, Rishon LeZion 7505101, Israel; (E.S.-M.); (A.F.); (A.S.)
| | - Adi Faigenboim
- Institute of Plant Sciences, Agricultural Research Organization, The Volcani Institute, Rishon LeZion 7505101, Israel; (E.S.-M.); (A.F.); (A.S.)
| | - Amir Sherman
- Institute of Plant Sciences, Agricultural Research Organization, The Volcani Institute, Rishon LeZion 7505101, Israel; (E.S.-M.); (A.F.); (A.S.)
| | - Song Gao
- College of Horticulture and Landscape Architecture, Yangzhou University, Hanjiang District, Yangzhou 225012, China; (S.G.); (Z.Z.); (T.L.)
| | - Zheng Zeng
- College of Horticulture and Landscape Architecture, Yangzhou University, Hanjiang District, Yangzhou 225012, China; (S.G.); (Z.Z.); (T.L.)
| | - Touming Liu
- College of Horticulture and Landscape Architecture, Yangzhou University, Hanjiang District, Yangzhou 225012, China; (S.G.); (Z.Z.); (T.L.)
| | - Rina Kamenetsky-Goldstein
- Institute of Plant Sciences, Agricultural Research Organization, The Volcani Institute, Rishon LeZion 7505101, Israel; (E.S.-M.); (A.F.); (A.S.)
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Liao H, Quan H, Huang B, Ji H, Zhang T, Chen J, Zhou J. Integrated transcriptomic and metabolomic analysis reveals the molecular basis of tissue-specific accumulation of bioactive steroidal alkaloids in Fritillaria unibracteata. PHYTOCHEMISTRY 2023; 214:113831. [PMID: 37598994 DOI: 10.1016/j.phytochem.2023.113831] [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: 05/15/2023] [Revised: 08/16/2023] [Accepted: 08/17/2023] [Indexed: 08/22/2023]
Abstract
Fritillaria unibracteata is an endangered medicinal plant whose bulb has been used as a Chinese herb to suppress cough, asthma and excessive phlegm for centuries. Steroidal alkaloids, which are synthesized via the steroid synthesis pathways, are their significant bioactive constituents. However, few studies on genes involved in steroidal alkaloid biosynthesis in F. unibracteata have been reported, mainly due to the lack of the F. unibracteata genome. In this paper, comparative transcriptomic and metabolomic analyses of four different tissues of F. unibracteata (leaves, flowers, stems, and bulbs) were performed. Imperialine, peiminine, and peimisine were among the significant bioactive compounds that were considerably abundant in bulb tissue, according to the metabolomic findings. Then, 83.60 Gb transcriptome sequencing of four different tissues was performed, of which one gene encoding phosphomevalonate kinase was directly functionally characterized to verify the accuracy of sequences obtained from the transcriptome. A total of 9217 differentially expressed unigenes (DEGs) were identified in four different tissues of F. unibracteata. GO and KEGG enrichments revealed that phenylpropanoid biosynthesis, MVA-mediated terpenoid backbone biosynthesis, and steroid biosynthesis were enriched in bulb tissue, whereas enrichment of MEP-mediated terpenoid backbone biosynthesis, photosynthesis, photosynthesis-antenna protein and carotenoid biosynthesis was observed in aerial tissues. Moreover, clustering analysis indicated that the downstream steroid biosynthesis pathway was more important in steroidal alkaloid biosynthesis compared to the upstream terpenoid backbone biosynthesis pathway. Hence, MVA-mediated biosynthesis of steroidal alkaloids was proposed, in which 15 bulb-clustered DEGs were positively correlated with a high accumulation of bioactive steroid alkaloids, further validating our proposal. In addition, 36 CYP450s showing a positive correlation with bioactive steroidal alkaloids provided candidate enzymes to catalyze the subsequent steps of steroidal alkaloid biosynthesis. In addition, the transcription factors and ABC transporters clustered in bulb tissue might be responsible for the regulation and transportation of steroidal alkaloid biosynthesis. Protein-protein interaction analysis implied a highly complex steroid alkaloid biosynthesis network in which delta (24)-sterol reductase might be one of the central catalysts. Based on the integrated transcriptome and metabolome, this current study is a first step in understanding the tissue-specific biosynthesis of steroidal alkaloids in F. unibracteata. Furthermore, key genes and regulators identified herein could facilitate metabolic engineering to improve steroidal alkaloids in F. unibracteata.
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Affiliation(s)
- Hai Liao
- School of Life Science and Engineering, Southwest Jiaotong University, Chengdu, Sichuan, 610031, China.
| | - Huige Quan
- School of Life Science and Engineering, Southwest Jiaotong University, Chengdu, Sichuan, 610031, China.
| | - Binhan Huang
- School of Life Science and Engineering, Southwest Jiaotong University, Chengdu, Sichuan, 610031, China.
| | - Huiyue Ji
- School of Life Science and Engineering, Southwest Jiaotong University, Chengdu, Sichuan, 610031, China.
| | - Tian Zhang
- School of Life Science and Engineering, Southwest Jiaotong University, Chengdu, Sichuan, 610031, China.
| | - Jiao Chen
- School of Life Science and Engineering, Southwest Jiaotong University, Chengdu, Sichuan, 610031, China.
| | - Jiayu Zhou
- School of Life Science and Engineering, Southwest Jiaotong University, Chengdu, Sichuan, 610031, China.
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Das P, Chandra T, Negi A, Jaiswal S, Iquebal MA, Rai A, Kumar D. A comprehensive review on genomic resources in medicinally and industrially important major spices for future breeding programs: Status, utility and challenges. Curr Res Food Sci 2023; 7:100579. [PMID: 37701635 PMCID: PMC10494321 DOI: 10.1016/j.crfs.2023.100579] [Citation(s) in RCA: 1] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/20/2023] [Revised: 08/21/2023] [Accepted: 08/26/2023] [Indexed: 09/14/2023] Open
Abstract
In the global market, spices possess a high-value but low-volume commodities of commerce. The food industry depends largely on spices for taste, flavor, and therapeutic properties in replacement of cheap synthetic ones. The estimated growth rate for spices demand in the world is ∼3.19%. Since spices grow in limited geographical regions, India is one of the leading producer of spices, contributing 25-30 percent of total world trade. Hitherto, there has been no comprehensive review of the genomic resources of industrially important major medicinal spices to overcome major impediments in varietal improvement and management. This review focuses on currently available genomic resources of 24 commercially significant spices, namely, Ajwain, Allspice, Asafoetida, Black pepper, Cardamom large, Cardamom small, Celery, Chillies, Cinnamon, Clove, Coriander, Cumin, Curry leaf, Dill seed, Fennel, Fenugreek, Garlic, Ginger, Mint, Nutmeg, Saffron, Tamarind, Turmeric and Vanilla. The advent of low-cost sequencing machines has contributed immensely to the voluminous data generation of these spices, cracking the complex genomic architecture, marker discovery, and understanding comparative and functional genomics. This review of spice genomics resources concludes the perspective and way forward to provide footprints by uncovering genome assemblies, sequencing and re-sequencing projects, transcriptome-based studies, non-coding RNA-mediated regulation, organelles-based resources, developed molecular markers, web resources, databases and AI-directed resources in candidate spices for enhanced breeding potential in them. Further, their integration with molecular breeding could be of immense use in formulating a strategy to protect and expand the production of the spices due to increased global demand.
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Affiliation(s)
- Parinita Das
- Division of Agricultural Bioinformatics, ICAR-Indian Agricultural Statistics Research Institute, New Delhi, India
| | - Tilak Chandra
- Division of Agricultural Bioinformatics, ICAR-Indian Agricultural Statistics Research Institute, New Delhi, India
| | - Ankita Negi
- Division of Agricultural Bioinformatics, ICAR-Indian Agricultural Statistics Research Institute, New Delhi, India
| | - Sarika Jaiswal
- Division of Agricultural Bioinformatics, ICAR-Indian Agricultural Statistics Research Institute, New Delhi, India
| | - Mir Asif Iquebal
- Division of Agricultural Bioinformatics, ICAR-Indian Agricultural Statistics Research Institute, New Delhi, India
| | - Anil Rai
- Division of Agricultural Bioinformatics, ICAR-Indian Agricultural Statistics Research Institute, New Delhi, India
| | - Dinesh Kumar
- Division of Agricultural Bioinformatics, ICAR-Indian Agricultural Statistics Research Institute, New Delhi, India
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Parreño R, Rodríguez-Alcocer E, Martínez-Guardiola C, Carrasco L, Castillo P, Arbona V, Jover-Gil S, Candela H. Turning Garlic into a Modern Crop: State of the Art and Perspectives. PLANTS (BASEL, SWITZERLAND) 2023; 12:1212. [PMID: 36986902 PMCID: PMC10057115 DOI: 10.3390/plants12061212] [Citation(s) in RCA: 3] [Impact Index Per Article: 3.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Subscribe] [Scholar Register] [Received: 01/31/2023] [Revised: 02/26/2023] [Accepted: 03/02/2023] [Indexed: 06/18/2023]
Abstract
Garlic is cultivated worldwide for the value of its bulbs, but its cultivation is challenged by the infertility of commercial cultivars and the accumulation of pathogens over time, which occurs as a consequence of vegetative (clonal) propagation. In this review, we summarize the state of the art of garlic genetics and genomics, highlighting recent developments that will lead to its development as a modern crop, including the restoration of sexual reproduction in some garlic strains. The set of tools available to the breeder currently includes a chromosome-scale assembly of the garlic genome and multiple transcriptome assemblies that are furthering our understanding of the molecular processes underlying important traits like the infertility, the induction of flowering and bulbing, the organoleptic properties and resistance to various pathogens.
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Affiliation(s)
- Ricardo Parreño
- Instituto de Bioingeniería, Universidad Miguel Hernández, Campus de Elche, 03202 Elche, Spain
| | - Eva Rodríguez-Alcocer
- Instituto de Bioingeniería, Universidad Miguel Hernández, Campus de Elche, 03202 Elche, Spain
| | | | - Lucía Carrasco
- Instituto de Bioingeniería, Universidad Miguel Hernández, Campus de Elche, 03202 Elche, Spain
| | - Purificación Castillo
- Departamento I+D, Coopaman S.C.L., Carretera Peñas De San Pedro, km 1.6, 02006 Albacete, Spain
| | - Vicent Arbona
- Departament de Ciències Agràries i del Medi Natural, Universitat Jaume I, 12071 Castelló de la Plana, Spain
| | - Sara Jover-Gil
- Instituto de Bioingeniería, Universidad Miguel Hernández, Campus de Elche, 03202 Elche, Spain
| | - Héctor Candela
- Instituto de Bioingeniería, Universidad Miguel Hernández, Campus de Elche, 03202 Elche, Spain
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6
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Benke AP, Krishna R, Khandagale K, Gawande S, Shelke P, Dukare S, Dhumal S, Singh M, Mahajan V. Efficient Elimination of Viruses from Garlic Using a Combination of Shoot Meristem Culture, Thermotherapy, and Chemical Treatment. Pathogens 2023; 12:pathogens12010129. [PMID: 36678477 PMCID: PMC9860850 DOI: 10.3390/pathogens12010129] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/27/2022] [Revised: 01/04/2023] [Accepted: 01/11/2023] [Indexed: 01/15/2023] Open
Abstract
Garlic (Allium sativum L.) is a clonally propagated bulbous crop and can be infected by several viruses under field conditions. A virus complex reduces garlic yield and deteriorates the quality of the produce. In the present study, we aimed to eliminate Onion yellow dwarf virus (OYDV), Garlic common latent virus (GCLV), Shallot latent virus (SLV), and Allexiviruses from the infected crop using combination of meristem culture, thermotherapy, and chemotherapy. In this study, seven different treatments, namely shoot meristem culture, thermotherapy direct culture, chemotherapy direct culture, chemotherapy + meristem culture, thermotherapy + meristem culture, thermotherapy + chemotherapy direct culture, and thermotherapy + chemotherapy + meristem culture (TCMC), were used. Multiplex polymerase chain reaction (PCR) was employed to detect virus elimination, which revealed the percentage of virus-free plants was between 65 and 100%, 55 and 100%, and 13 and 100% in the case of GCLV, SLV, and OYDV, respectively. The in vitro regeneration efficiency was between 66.06 and 98.98%. However, the elimination of Allexiviruses could not be achieved. TCMC was the most effective treatment for eliminating GCLV, SLV, and OYDV from garlic, with 66.06% plant regeneration efficiency. The viral titre of the Allexivirus under all the treatments was monitored using real-time PCR, and the lowest viral load was observed in the TCMC treatment. The present study is the first to report the complete removal of GCLV, SLV, and OYDV from Indian red garlic with the application of thermotherapy coupled with chemotherapy and shoot meristem culture.
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7
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Wang GL, An YH, Zhou CL, Hu ZZ, Ren XQ, Xiong AS. Transcriptome-wide identification of NAC (no apical meristem/Arabidopsis transcription activation factor/cup-shaped cotyledon) transcription factors potentially involved in salt stress response in garlic. PeerJ 2022; 10:e14602. [PMID: 36570011 PMCID: PMC9774012 DOI: 10.7717/peerj.14602] [Citation(s) in RCA: 2] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/14/2022] [Accepted: 11/29/2022] [Indexed: 12/23/2022] Open
Abstract
Soil salinity has been an increasing problem worldwide endangering crop production and human food security. It is an ideal strategy to excavate stress resistant genes and develop salt tolerant crops. NAC (no apical meristem/Arabidopsis transcription activation factor/cup-shaped cotyledon) transcription factors have been demonstrated to be involved in salt stress response. However, relevant studies have not been observed in garlic, an important vegetable consumed in the world. In this study, a total of 46 AsNAC genes encoding NAC proteins were identified in garlic plant by transcriptome data. Phylogenetic analysis showed that the examined AsNAC proteins were clustered into 14 subgroups. Motif discovery revealed that the conserved domain region was mainly composed of five conserved subdomains. Most of the genes selected could be induced by salt stress in different tissues, indicating a potential role in salt stress response. Further studies may focus on the molecular mechanisms of the AsNAC genes in salt stress response. The results of the current work provided valuable resources for researchers aimed at developing salt tolerant crops.
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Affiliation(s)
- Guang-Long Wang
- School of Life Science and Food Engineering, Huaiyin Institute of Technology, Huaian, China
| | - Ya-Hong An
- School of Life Science and Food Engineering, Huaiyin Institute of Technology, Huaian, China
| | - Cheng-Ling Zhou
- School of Life Science and Food Engineering, Huaiyin Institute of Technology, Huaian, China
| | - Zhen-Zhu Hu
- School of Life Science and Food Engineering, Huaiyin Institute of Technology, Huaian, China
| | - Xu-Qin Ren
- School of Life Science and Food Engineering, Huaiyin Institute of Technology, Huaian, China
| | - Ai-Sheng Xiong
- State Key Laboratory of Crop Genetics and Germplasm Enhancement, College of Horticulture, Nanjing Agricultural University, Nanjing, China
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8
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Shemesh-Mayer E, Faigenboim A, Ben Michael TE, Kamenetsky-Goldstein R. Integrated Genomic and Transcriptomic Elucidation of Flowering in Garlic. Int J Mol Sci 2022; 23:ijms232213876. [PMID: 36430354 PMCID: PMC9698152 DOI: 10.3390/ijms232213876] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/21/2022] [Revised: 10/31/2022] [Accepted: 11/04/2022] [Indexed: 11/12/2022] Open
Abstract
Commercial cultivars of garlic are sterile, and therefore efficient breeding of this crop is impossible. Recent restoration of garlic fertility has opened new options for seed production and hybridization. Transcriptome catalogs were employed as a basis for garlic genetic studies, and in 2020 the huge genome of garlic was fully sequenced. We provide conjoint genomic and transcriptome analysis of the regulatory network in flowering garlic genotypes. The genome analysis revealed phosphatidylethanolamine-binding proteins (PEBP) and LEAFY (LFY) genes that were not found at the transcriptome level. Functions of TFL-like genes were reduced and replaced by FT-like homologs, whereas homologs of MFT-like genes were not found. The discovery of three sequences of LFY-like genes in the garlic genome and confirmation of their alternative splicing suggest their role in garlic florogenesis. It is not yet clear whether AsLFY1 acts alone as the "pioneer transcription factor" or AsLFY2 also provides these functions. The presence of several orthologs of flowering genes that differ in their expression and co-expression network advocates ongoing evolution in the garlic genome and diversification of gene functions. We propose that the process of fertility deprivation in garlic cultivars is based on the loss of transcriptional functions of the specific genes.
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Shemesh-Mayer E, Gelbart D, Belausov E, Sher N, Daus A, Rabinowitch HD, Kamenetsky-Goldstein R. Garlic Potyviruses Are Translocated to the True Seeds through the Vegetative and Reproductive Systems of the Mother Plant. Viruses 2022; 14:2092. [PMID: 36298648 PMCID: PMC9612218 DOI: 10.3390/v14102092] [Citation(s) in RCA: 2] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/28/2022] [Revised: 09/15/2022] [Accepted: 09/16/2022] [Indexed: 10/15/2023] Open
Abstract
Garlic lost its ability to produce true seeds millennia ago, and today non-fertile commercial cultivars are propagated only vegetatively. Garlic viruses are commonly carried over from one generation of vegetative propagules to the other, while nematodes and arthropods further transmit the pathogens from infected to healthy plants. A recent breakthrough in the production of true (botanical) garlic seeds resulted in rapid scientific progress, but the question of whether viruses are transmitted via seeds remains open and is important for the further development of commercial seed production. We combined morpho-physiological analysis, fluorescence in situ hybridization (FISH), and PCR analysis to follow potyvirus localization and translocation within garlic fertile plants and seeds. Spatial distribution was recorded in both vegetative and reproductive organs. We conclude that garlic potyviruses are translocated to the seeds from the infected mother plant during flower development and post-fertilization, while pollen remains virus-free and does not contribute to seed infection. Therefore, the main practical goal for virus-clean seed production in garlic is the careful maintenance of virus-free mother plants. Although garlic pollen is free of potyviral infection, the male parents' plants also need to be protected from contamination, since viral infection weakens plants, reducing flowering ability and pollen production.
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Affiliation(s)
- Einat Shemesh-Mayer
- Institute of Plant Sciences, Agricultural Research Organization—The Volcani Institute, Risho LeZion 7505101, Israel
| | - Dana Gelbart
- Institute of Plant Sciences, Agricultural Research Organization—The Volcani Institute, Risho LeZion 7505101, Israel
| | - Eduard Belausov
- Institute of Plant Sciences, Agricultural Research Organization—The Volcani Institute, Risho LeZion 7505101, Israel
| | - Nisan Sher
- Institute of Plant Sciences, Agricultural Research Organization—The Volcani Institute, Risho LeZion 7505101, Israel
| | - Ahuva Daus
- Institute of Plant Sciences, Agricultural Research Organization—The Volcani Institute, Risho LeZion 7505101, Israel
| | - Haim D. Rabinowitch
- Robert H. Smith Faculty of Agricultural, Food, and Environmental Quality Sciences, The Hebrew University of Jerusalem, Jerusalem 9190501, Israel
| | - Rina Kamenetsky-Goldstein
- Institute of Plant Sciences, Agricultural Research Organization—The Volcani Institute, Risho LeZion 7505101, Israel
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10
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Zhang X, Yang X, He Q, Wang Y, Liang G, Liu T. Genome-wide Identification and Characterization of the GRAS Transcription Factors in Garlic ( Allium sativum L.). FRONTIERS IN PLANT SCIENCE 2022; 13:890052. [PMID: 35498719 PMCID: PMC9039536 DOI: 10.3389/fpls.2022.890052] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Subscribe] [Scholar Register] [Received: 03/05/2022] [Accepted: 03/22/2022] [Indexed: 06/14/2023]
Abstract
GRAS transcription factors play crucial roles in plant growth and development and have been widely explored in many plant species. Garlic (Allium sativum L.) is an important crop owing to its edible and medicinal properties. However, no GRAS transcription factors have been identified in this crop. In this study, 46 garlic GRAS genes were identified and assigned to 16 subfamilies using the GRAS members of Arabidopsis thaliana, Oryza sativa, and Amborella trichopoda as reference queries. Expression analysis revealed that garlic GRAS genes showed distinct differences in various garlic tissues, as well as during different growth stages of the bulbs. Five of these 46 genes were identified as DELLA-like protein-encoding genes and three of which, Asa2G00237.1/Asa2G00240.1 and Asa4G02090.1, responded to exogenous GA3 treatment, and showed a significant association between their transcription abundance and bulb traits in 102 garlic accessions, thereby indicating their role in regulating the growth of garlic bulbs. These results will lay a useful foundation for further investigation of the biological functions of GRAS genes and guiding the genetic breeding of garlic in the future.
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Affiliation(s)
- Xueyu Zhang
- Institute of Bast Fiber Crops, Chinese Academy of Agricultural Sciences, Changsha, China
- College of Horticulture and Landscape Architecture, Southwest University, Chongqing, China
| | - Xiai Yang
- Institute of Bast Fiber Crops, Chinese Academy of Agricultural Sciences, Changsha, China
| | - Qiaoyun He
- Institute of Bast Fiber Crops, Chinese Academy of Agricultural Sciences, Changsha, China
| | - Yanzhou Wang
- Institute of Bast Fiber Crops, Chinese Academy of Agricultural Sciences, Changsha, China
| | - Guolu Liang
- College of Horticulture and Landscape Architecture, Southwest University, Chongqing, China
| | - Touming Liu
- Institute of Bast Fiber Crops, Chinese Academy of Agricultural Sciences, Changsha, China
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11
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Feng B, Wang X, Chen S, Zhang Y, Su X, Song S. Transcriptome analysis and genetic diversity of Allium victorialis germplasms from the Changbai Mountains. MITOCHONDRIAL DNA PART B-RESOURCES 2021; 6:2915-2923. [PMID: 34553046 PMCID: PMC8451692 DOI: 10.1080/23802359.2021.1972857] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Indexed: 12/05/2022]
Abstract
The Changbai Mountains comprise one of the main distribution areas of A. victorialis in China, and this species is endangered owing to habitat changes and overexploitation. However, A. victorialis germplasms have not been systematically collected and studied. The aims of this study were to obtain some detailed genetic information, analyze the genetic diversity, and further promote the protection of A. victorialis germplasms from the Changbai Mountains. Transcriptomic analysis was performed with six A. victorialis samples collected from the Changbai Mountains. At least 146,759 genes for each sample were obtained after performing de novo assembly of the RNA-seq data, and at least 92% of these genes were found to have only one mRNA isoform. These sequences and their functional annotations provided a large-scale genetic resource of this species. Phylogenetic analysis showed that A. victorialis was genetically distant from some related species, e.g. Allium sativum, Allium fistulosum, and Allium cepa, but genetically close to Allium tuberosum. The two A. victorialis var. listera samples were phylogenetically separated from the other four samples, and these two samples should be regarded as Allium listera. In addition, two KASP markers for discriminating the Dongfeng samples from the other four A. victorialis samples were successfully developed. This study lays the foundation for future studies on the genetic diversity and evolution of Allium species, as well as for the conservation of A. victorialis germplasms from the Changbai Mountains and other populations of this species.
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Affiliation(s)
- Bo Feng
- Jilin Agricultural University, Changchun, Jilin, China.,Jilin Provincial Academy of Forestry Sciences, Changchun, Jilin, China
| | - Xiufeng Wang
- Jilin Academy of Vegetable and Flower Sciences, Changchun, Jilin, China
| | - Shanshan Chen
- Jilin Agricultural University, Changchun, Jilin, China
| | - Yue Zhang
- Jilin Academy of Vegetable and Flower Sciences, Changchun, Jilin, China
| | - Xuejiao Su
- Jilin Agricultural University, Changchun, Jilin, China
| | - Shuyao Song
- Jilin Agricultural University, Changchun, Jilin, China
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Finkers R, van Kaauwen M, Ament K, Burger-Meijer K, Egging R, Huits H, Kodde L, Kroon L, Shigyo M, Sato S, Vosman B, van Workum W, Scholten O. Insights from the first genome assembly of Onion (Allium cepa). G3 (BETHESDA, MD.) 2021; 11. [PMID: 34544132 DOI: 10.1101/2021.03.05.434149] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 04/29/2021] [Accepted: 07/06/2021] [Indexed: 05/18/2023]
Abstract
Onion is an important vegetable crop with an estimated genome size of 16 Gb. We describe the de novo assembly and ab initio annotation of the genome of a doubled haploid onion line DHCU066619, which resulted in a final assembly of 14.9 Gb with an N50 of 464 Kb. Of this, 2.4 Gb was ordered into eight pseudomolecules using four genetic linkage maps. The remainder of the genome is available in 89.6 K scaffolds. Only 72.4% of the genome could be identified as repetitive sequences and consist, to a large extent, of (retro) transposons. In addition, an estimated 20% of the putative (retro) transposons had accumulated a large number of mutations, hampering their identification, but facilitating their assembly. These elements are probably already quite old. The ab initio gene prediction indicated 540,925 putative gene models, which is far more than expected, possibly due to the presence of pseudogenes. Of these models, 47,066 showed RNASeq support. No gene rich regions were found, genes are uniformly distributed over the genome. Analysis of synteny with Allium sativum (garlic) showed collinearity but also major rearrangements between both species. This assembly is the first high-quality genome sequence available for the study of onion and will be a valuable resource for further research.
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Affiliation(s)
- Richard Finkers
- Plant Breeding, Wageningen University and Research Centre, 6700 AA Wageningen, The Netherlands
| | - Martijn van Kaauwen
- Plant Breeding, Wageningen University and Research Centre, 6700 AA Wageningen, The Netherlands
| | - Kai Ament
- Bejo Zaden B.V., 1749 CZ Warmerhuizen, The Netherlands
| | - Karin Burger-Meijer
- Plant Breeding, Wageningen University and Research Centre, 6700 AA Wageningen, The Netherlands
| | | | - Henk Huits
- Bejo Zaden B.V., 1749 CZ Warmerhuizen, The Netherlands
| | - Linda Kodde
- Plant Breeding, Wageningen University and Research Centre, 6700 AA Wageningen, The Netherlands
| | - Laurens Kroon
- Bejo Zaden B.V., 1749 CZ Warmerhuizen, The Netherlands
| | - Masayoshi Shigyo
- Laboratory of Vegetable Crop Science, College of Agriculture, Graduate School of Sciences and Technology for Innovation, Yamaguchi University Yamaguchi City, Yamaguchi 753-8515, Japan
| | - Shusei Sato
- Graduate School of Life Sciences, Tohoku University, Sendai 980-8577, Japan
| | - Ben Vosman
- Plant Breeding, Wageningen University and Research Centre, 6700 AA Wageningen, The Netherlands
| | | | - Olga Scholten
- Plant Breeding, Wageningen University and Research Centre, 6700 AA Wageningen, The Netherlands
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Finkers R, van Kaauwen M, Ament K, Burger-Meijer K, Egging R, Huits H, Kodde L, Kroon L, Shigyo M, Sato S, Vosman B, van Workum W, Scholten O. Insights from the first genome assembly of Onion (Allium cepa). G3 (BETHESDA, MD.) 2021; 11:jkab243. [PMID: 34544132 PMCID: PMC8496297 DOI: 10.1093/g3journal/jkab243] [Citation(s) in RCA: 25] [Impact Index Per Article: 8.3] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Received: 04/29/2021] [Accepted: 07/06/2021] [Indexed: 11/17/2022]
Abstract
Onion is an important vegetable crop with an estimated genome size of 16 Gb. We describe the de novo assembly and ab initio annotation of the genome of a doubled haploid onion line DHCU066619, which resulted in a final assembly of 14.9 Gb with an N50 of 464 Kb. Of this, 2.4 Gb was ordered into eight pseudomolecules using four genetic linkage maps. The remainder of the genome is available in 89.6 K scaffolds. Only 72.4% of the genome could be identified as repetitive sequences and consist, to a large extent, of (retro) transposons. In addition, an estimated 20% of the putative (retro) transposons had accumulated a large number of mutations, hampering their identification, but facilitating their assembly. These elements are probably already quite old. The ab initio gene prediction indicated 540,925 putative gene models, which is far more than expected, possibly due to the presence of pseudogenes. Of these models, 47,066 showed RNASeq support. No gene rich regions were found, genes are uniformly distributed over the genome. Analysis of synteny with Allium sativum (garlic) showed collinearity but also major rearrangements between both species. This assembly is the first high-quality genome sequence available for the study of onion and will be a valuable resource for further research.
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Affiliation(s)
- Richard Finkers
- Plant Breeding, Wageningen University and Research Centre, 6700 AA Wageningen, The Netherlands
| | - Martijn van Kaauwen
- Plant Breeding, Wageningen University and Research Centre, 6700 AA Wageningen, The Netherlands
| | - Kai Ament
- Bejo Zaden B.V., 1749 CZ Warmerhuizen, The Netherlands
| | - Karin Burger-Meijer
- Plant Breeding, Wageningen University and Research Centre, 6700 AA Wageningen, The Netherlands
| | | | - Henk Huits
- Bejo Zaden B.V., 1749 CZ Warmerhuizen, The Netherlands
| | - Linda Kodde
- Plant Breeding, Wageningen University and Research Centre, 6700 AA Wageningen, The Netherlands
| | - Laurens Kroon
- Bejo Zaden B.V., 1749 CZ Warmerhuizen, The Netherlands
| | - Masayoshi Shigyo
- Laboratory of Vegetable Crop Science, College of Agriculture, Graduate School of Sciences and Technology for Innovation, Yamaguchi University Yamaguchi City, Yamaguchi 753-8515, Japan
| | - Shusei Sato
- Graduate School of Life Sciences, Tohoku University, Sendai 980-8577, Japan
| | - Ben Vosman
- Plant Breeding, Wageningen University and Research Centre, 6700 AA Wageningen, The Netherlands
| | | | - Olga Scholten
- Plant Breeding, Wageningen University and Research Centre, 6700 AA Wageningen, The Netherlands
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14
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De novo transcriptome characterization of Iris atropurpurea (the Royal Iris) and phylogenetic analysis of MADS-box and R2R3-MYB gene families. Sci Rep 2021; 11:16246. [PMID: 34376711 PMCID: PMC8355218 DOI: 10.1038/s41598-021-95085-5] [Citation(s) in RCA: 3] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/06/2020] [Accepted: 07/16/2021] [Indexed: 02/07/2023] Open
Abstract
The Royal Irises (section Oncocyclus) are a Middle-Eastern group of irises, characterized by extremely large flowers with a huge range of flower colors and a unique pollination system. The Royal Irises are considered to be in the course of speciation and serve as a model for evolutionary processes of speciation and pollination ecology. However, no transcriptomic and genomic data are available for these plants. Transcriptome sequencing is a valuable resource for determining the genetic basis of ecological-meaningful traits, especially in non-model organisms. Here we describe the de novo transcriptome assembly of Iris atropurpurea, an endangered species endemic to Israel's coastal plain. We sequenced and analyzed the transcriptomes of roots, leaves, and three stages of developing flower buds. To identify genes involved in developmental processes we generated phylogenetic gene trees for two major gene families, the MADS-box and MYB transcription factors, which play an important role in plant development. In addition, we identified 1503 short sequence repeats that can be developed for molecular markers for population genetics in irises. This first reported transcriptome for the Royal Irises, and the data generated, provide a valuable resource for this non-model plant that will facilitate gene discovery, functional genomic studies, and development of molecular markers in irises, to complete the intensive eco-evolutionary studies of this group.
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15
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Using RNA-Sequencing Data to Examine Tissue-Specific Garlic Microbiomes. Int J Mol Sci 2021; 22:ijms22136791. [PMID: 34202675 PMCID: PMC8268838 DOI: 10.3390/ijms22136791] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Key Words] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/27/2021] [Revised: 06/16/2021] [Accepted: 06/21/2021] [Indexed: 12/30/2022] Open
Abstract
Garlic (Allium sativum) is a perennial bulbous plant. Due to its clonal propagation, various diseases threaten the yield and quality of garlic. In this study, we conducted in silico analysis to identify microorganisms, bacteria, fungi, and viruses in six different tissues using garlic RNA-sequencing data. The number of identified microbial species was the highest in inflorescences, followed by flowers and bulb cloves. With the Kraken2 tool, 57% of identified microbial reads were assigned to bacteria and 41% were assigned to viruses. Fungi only made up 1% of microbial reads. At the species level, Streptomyces lividans was the most dominant bacteria while Fusarium pseudograminearum was the most abundant fungi. Several allexiviruses were identified. Of them, the most abundant virus was garlic virus C followed by shallot virus X. We obtained a total of 14 viral genome sequences for four allexiviruses. As we expected, the microbial community varied depending on the tissue types, although there was a dominant microorganism in each tissue. In addition, we found that Kraken2 was a very powerful and efficient tool for the bacteria using RNA-sequencing data with some limitations for virome study.
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Malik G, Dhatt AS, Malik AA. A Review of Genetic Understanding and Amelioration of Edible Allium Species. FOOD REVIEWS INTERNATIONAL 2021. [DOI: 10.1080/87559129.2019.1709202] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 01/09/2023]
Affiliation(s)
- Geetika Malik
- Division of Vegetable Science and Floriculture, ICAR-Central Institute of Temperate Horticulture, Srinagar, J&K, India
| | - Ajmer Singh Dhatt
- Department of Vegetable Science, Punjab Agricultural University, Ludhiana, Punjab, India
| | - Ajaz Ahmed Malik
- Division of Vegetable Science, Sher-e-Kashmir University of Agricultural Sciences and Technology, Shalimar, J&K, India
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17
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Liu N, Tong J, Hu M, Ji Y, Wang B, Liang H, Liu M, Wu Z. Transcriptome landscapes of multiple tissues highlight the genes involved in the flavor metabolic pathway in Chinese chive (Allium tuberosum). Genomics 2021; 113:2145-2157. [PMID: 33991618 DOI: 10.1016/j.ygeno.2021.05.005] [Citation(s) in RCA: 8] [Impact Index Per Article: 2.7] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/03/2021] [Revised: 04/26/2021] [Accepted: 05/10/2021] [Indexed: 02/07/2023]
Abstract
The unique flavor of Allium tuberosum is primarily associated with the hydrolysis of a series of organosulfur compounds, S-alk(en)yl cysteine sulphoxides (CSOs), upon tissue bruising or maceration. To obtain the tissue-specific transcriptomes, 18 RNA-Seq libraries representing leaf, root, stem, mature flower, inflorescence, and seed tissues of A. tuberosum were sequenced, finally yielding 133.7 Gb clean reads. The de novo assembled transcriptomes enabled the identification of 223,529 unigenes, which were functionally annotated and analyzed for the gene ontology and metabolic pathways. Furthermore, to reveal the flavor metabolic pathways, a total of 205 unigenes involved in the sulfur assimilation and CSO biosynthesis were identified, and their expression profiles were analyzed by RNA-Seq and qRT-PCR. Collectively, this study provides a valuable resource for in-depth molecular and functional researches especially on flavor formation, as well as for the development of molecular markers, and other genetic studies in A. tuberosum.
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Affiliation(s)
- Ning Liu
- Beijing Vegetable Research Center, Beijing Academy of Agriculture and Forestry Sciences, Beijing 100097, China; Key Laboratory of Urban Agriculture (North China), Ministry of Agriculture and Rural Affairs of China, Beijing 100097, China; National Engineering Research Center for Vegetables, Beijing Academy of Agriculture and Forestry Sciences, Beijing 100097, China.
| | - Jing Tong
- Beijing Vegetable Research Center, Beijing Academy of Agriculture and Forestry Sciences, Beijing 100097, China; Key Laboratory of Urban Agriculture (North China), Ministry of Agriculture and Rural Affairs of China, Beijing 100097, China; National Engineering Research Center for Vegetables, Beijing Academy of Agriculture and Forestry Sciences, Beijing 100097, China
| | - Manman Hu
- Beijing Vegetable Research Center, Beijing Academy of Agriculture and Forestry Sciences, Beijing 100097, China; Key Laboratory of Urban Agriculture (North China), Ministry of Agriculture and Rural Affairs of China, Beijing 100097, China; National Engineering Research Center for Vegetables, Beijing Academy of Agriculture and Forestry Sciences, Beijing 100097, China
| | - Yanhai Ji
- Beijing Vegetable Research Center, Beijing Academy of Agriculture and Forestry Sciences, Beijing 100097, China; Key Laboratory of Urban Agriculture (North China), Ministry of Agriculture and Rural Affairs of China, Beijing 100097, China; National Engineering Research Center for Vegetables, Beijing Academy of Agriculture and Forestry Sciences, Beijing 100097, China
| | - Baoju Wang
- Beijing Vegetable Research Center, Beijing Academy of Agriculture and Forestry Sciences, Beijing 100097, China; Key Laboratory of Urban Agriculture (North China), Ministry of Agriculture and Rural Affairs of China, Beijing 100097, China; National Engineering Research Center for Vegetables, Beijing Academy of Agriculture and Forestry Sciences, Beijing 100097, China
| | - Hao Liang
- Beijing Vegetable Research Center, Beijing Academy of Agriculture and Forestry Sciences, Beijing 100097, China; Key Laboratory of Urban Agriculture (North China), Ministry of Agriculture and Rural Affairs of China, Beijing 100097, China; National Engineering Research Center for Vegetables, Beijing Academy of Agriculture and Forestry Sciences, Beijing 100097, China
| | - Mingchi Liu
- Beijing Vegetable Research Center, Beijing Academy of Agriculture and Forestry Sciences, Beijing 100097, China; Key Laboratory of Urban Agriculture (North China), Ministry of Agriculture and Rural Affairs of China, Beijing 100097, China; National Engineering Research Center for Vegetables, Beijing Academy of Agriculture and Forestry Sciences, Beijing 100097, China
| | - Zhanhui Wu
- Beijing Vegetable Research Center, Beijing Academy of Agriculture and Forestry Sciences, Beijing 100097, China; Key Laboratory of Urban Agriculture (North China), Ministry of Agriculture and Rural Affairs of China, Beijing 100097, China; National Engineering Research Center for Vegetables, Beijing Academy of Agriculture and Forestry Sciences, Beijing 100097, China.
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18
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Yang X, Su Y, Wu J, Wan W, Chen H, Cao X, Wang J, Zhang Z, Wang Y, Ma D, Loake GJ, Jiang J. Parallel analysis of global garlic gene expression and alliin content following leaf wounding. BMC PLANT BIOLOGY 2021; 21:174. [PMID: 33838642 PMCID: PMC8035738 DOI: 10.1186/s12870-021-02948-0] [Citation(s) in RCA: 3] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Figures] [Subscribe] [Scholar Register] [Received: 07/28/2020] [Accepted: 03/29/2021] [Indexed: 06/12/2023]
Abstract
BACKGROUND Allium sativum (garlic) is an economically important food source and medicinal plant rich in sulfides and other protective substances such as alliin, the precursor of allicin biosynthesis. Cysteine, serine and sulfur is the precursor of alliin biosynthesis. However, little is known about the alliin content under abiotic stress or the mechanism by which it is synthesized. RESULTS The findings revealed that the content of alliin was lowest in the garlic roots, and highest in the buds. Furthermore, alliin levels decreased in mature leaves following wounding. Transcriptome data generated over time after wounding further revealed significant up-regulation of genes integral to the biosynthetic pathways of cysteine and serine in mature garlic leaves. CONCLUSIONS The findings suggest that differential expression of cysteine, serine and sulfide-related genes underlies the accumulation of alliin and its precursors in garlic, providing a basis for further analyses of alliin biosynthesis.
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Affiliation(s)
- Xuqin Yang
- The Key Laboratory of Biotechnology for Medicinal Plant of Jiangsu Province, School of Life Science, Jiangsu Normal University, Xuzhou, 221116, Jiangsu, China
| | - Yiren Su
- The Key Laboratory of Biotechnology for Medicinal Plant of Jiangsu Province, School of Life Science, Jiangsu Normal University, Xuzhou, 221116, Jiangsu, China
| | - Jiaying Wu
- The Key Laboratory of Biotechnology for Medicinal Plant of Jiangsu Province, School of Life Science, Jiangsu Normal University, Xuzhou, 221116, Jiangsu, China
| | - Wen Wan
- The Key Laboratory of Biotechnology for Medicinal Plant of Jiangsu Province, School of Life Science, Jiangsu Normal University, Xuzhou, 221116, Jiangsu, China
| | - Huijian Chen
- XuZhou Nuote Chemical co., Ltd., Xuzhou, 221137, Jiangsu, China
| | - Xiaoying Cao
- The Key Laboratory of Biotechnology for Medicinal Plant of Jiangsu Province, School of Life Science, Jiangsu Normal University, Xuzhou, 221116, Jiangsu, China
| | - Junjuan Wang
- The Key Laboratory of Biotechnology for Medicinal Plant of Jiangsu Province, School of Life Science, Jiangsu Normal University, Xuzhou, 221116, Jiangsu, China
| | - Zhong Zhang
- The Key Laboratory of Biotechnology for Medicinal Plant of Jiangsu Province, School of Life Science, Jiangsu Normal University, Xuzhou, 221116, Jiangsu, China
| | - Youzhi Wang
- XuZhou Nuote Chemical co., Ltd., Xuzhou, 221137, Jiangsu, China
| | - Deliang Ma
- XuZhou Nuote Chemical co., Ltd., Xuzhou, 221137, Jiangsu, China
| | - G J Loake
- Institute of Molecular Plant Sciences, School of Biological Sciences, University of Edinburgh, Edinburgh, EH9 3JH, UK
| | - Jihong Jiang
- The Key Laboratory of Biotechnology for Medicinal Plant of Jiangsu Province, School of Life Science, Jiangsu Normal University, Xuzhou, 221116, Jiangsu, China.
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Khosa J, Bellinazzo F, Kamenetsky Goldstein R, Macknight R, Immink RGH. PHOSPHATIDYLETHANOLAMINE-BINDING PROTEINS: the conductors of dual reproduction in plants with vegetative storage organs. JOURNAL OF EXPERIMENTAL BOTANY 2021; 72:2845-2856. [PMID: 33606013 DOI: 10.1093/jxb/erab064] [Citation(s) in RCA: 21] [Impact Index Per Article: 7.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 10/29/2020] [Accepted: 02/08/2021] [Indexed: 05/18/2023]
Abstract
Geophytes, the plants that form vegetative storage organs, are characterized by a dual reproduction system, in which vegetative and sexual propagation are tightly regulated to ensure fitness in harsh climatic conditions. Recent findings highlight the role of the PEBP (PHOSPHATIDYLETHANOLAMINE-BINDING PROTEIN) gene family in geophytes as major players in the molecular cascades underlying both types of reproduction. In this review, we briefly explain the life cycle and reproduction strategies of different geophytes and what is known about the physiological aspects related to these processes. Subsequently, an in-depth overview is provided of the molecular and genetic pathways driving these processes. In the evolution of plants, the PEBP gene family has expanded, followed by neo- and subfunctionalization. Careful characterization revealed that differential expression and differential protein complex formation provide the members of this gene family with unique functions, enabling them to mediate the crosstalk between the two reproductive events in geophytes in response to environmental and endogenous cues. Taking all these studies into account, we propose to regard the PEBPs as conductors of geophyte reproductive development.
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Affiliation(s)
- Jiffinvir Khosa
- Department of Vegetable Science, Punjab Agricultural University, Ludhiana, Punjab, India
| | - Francesca Bellinazzo
- Laboratory of Molecular Biology, Wageningen University and Research, 6708 PB, Wageningen, The Netherlands
- Bioscience, Wageningen Plant Research, Wageningen University and Research, 6708 PB, Wageningen, The Netherlands
| | | | - Richard Macknight
- Department of Biochemistry, University of Otago, 9016 Dunedin, PO Box 56 Dunedin, New Zealand
| | - Richard G H Immink
- Laboratory of Molecular Biology, Wageningen University and Research, 6708 PB, Wageningen, The Netherlands
- Bioscience, Wageningen Plant Research, Wageningen University and Research, 6708 PB, Wageningen, The Netherlands
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Abdelrahman M, Hirata S, Mukae T, Yamada T, Sawada Y, El-Syaed M, Yamada Y, Sato M, Hirai MY, Shigyo M. Comprehensive Metabolite Profiling in Genetic Resources of Garlic ( Allium sativum L.) Collected from Different Geographical Regions. Molecules 2021; 26:1415. [PMID: 33807861 PMCID: PMC7962061 DOI: 10.3390/molecules26051415] [Citation(s) in RCA: 11] [Impact Index Per Article: 3.7] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/02/2021] [Revised: 02/18/2021] [Accepted: 02/25/2021] [Indexed: 11/17/2022] Open
Abstract
Garlic (Allium sativum) is the second most important Allium crop that has been used as a vegetable and condiment from ancient times due to its characteristic flavor and taste. Although garlic is a sterile plant that reproduces vegetatively through cloves, garlic shows high biodiversity, as well as phenotypic plasticity and environmental adaptation capacity. To determine the possible mechanism underlying this phenomenon and to provide new genetic materials for the development of a novel garlic cultivar with useful agronomic traits, the metabolic profiles in the leaf tissue of 30 garlic accessions collected from different geographical regions, with a special focus on the Asian region, were investigated using LC/MS. In addition, the total saponin and fructan contents in the roots and cloves of the investigated garlic accessions were also evaluated. Total saponin and fructan contents did not separate the garlic accessions based on their geographical origin, implying that saponin and fructan contents were clone-specific and agroclimatic changes have affected the quantitative and qualitative levels of saponins in garlic over a long history of cultivation. Principal component analysis (PCA) and dendrogram clustering of the LC/MS-based metabolite profiling showed two major clusters. Specifically, many Japanese and Central Asia accessions were grouped in cluster I and showed high accumulations of flavonol glucosides, alliin, and methiin. On the other hand, garlic accessions grouped in cluster II exhibited a high accumulation of anthocyanin glucosides and amino acids. Although most of the accessions were not separated based on country of origin, the Central Asia accessions were clustered in one group, implying that these accessions exhibited distinct metabolic profiles. The present study provides useful information that can be used for germplasm selection and the development of new garlic varieties with beneficial biotic and abiotic stress-adaptive traits.
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Affiliation(s)
- Mostafa Abdelrahman
- Botany Department, Faculty of Science, Aswan University, Aswan 81528, Egypt;
| | - Sho Hirata
- Laboratory of Agroecology, Faculty of Agriculture, Kyushu University, Kasuya, Fukuoka 811-2307, Japan;
| | - Takuya Mukae
- Laboratory of Vegetable Crop Science, Graduate School of Sciences and Technology for Innovation, College of Agriculture, Yamaguchi University Yamaguchi City, Yamaguchi 753-8515, Japan;
| | - Tomohiro Yamada
- Allium Unit, Division of Vegetable Breeding, Institute of Vegetable and Floriculture Science, National Agriculture and Food Research Organization (NARO), 360 Kusawa, Ano, Tsu, Mie 514-2392, Japan;
| | - Yuji Sawada
- RIKEN Center for Sustainable Resource Science, 1-7-22 Suehiro-cho, Tsurumi-ku, Yokohama, Kanagawa 230-0045, Japan; (Y.S.); (Y.Y.); (M.S.); (M.Y.H.)
| | - Magdi El-Syaed
- Molecular Biotechnology Program, Field of Advanced Basic Sciences, Galala University, New Galala City 43511, Egypt;
| | - Yutaka Yamada
- RIKEN Center for Sustainable Resource Science, 1-7-22 Suehiro-cho, Tsurumi-ku, Yokohama, Kanagawa 230-0045, Japan; (Y.S.); (Y.Y.); (M.S.); (M.Y.H.)
| | - Muneo Sato
- RIKEN Center for Sustainable Resource Science, 1-7-22 Suehiro-cho, Tsurumi-ku, Yokohama, Kanagawa 230-0045, Japan; (Y.S.); (Y.Y.); (M.S.); (M.Y.H.)
| | - Masami Yokota Hirai
- RIKEN Center for Sustainable Resource Science, 1-7-22 Suehiro-cho, Tsurumi-ku, Yokohama, Kanagawa 230-0045, Japan; (Y.S.); (Y.Y.); (M.S.); (M.Y.H.)
| | - Masayoshi Shigyo
- Laboratory of Vegetable Crop Science, Graduate School of Sciences and Technology for Innovation, College of Agriculture, Yamaguchi University Yamaguchi City, Yamaguchi 753-8515, Japan;
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21
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Transcriptome and phytochemical analyses provide insights into the organic sulfur pathway in Allium hirtifolium. Sci Rep 2021; 11:768. [PMID: 33436989 PMCID: PMC7804154 DOI: 10.1038/s41598-020-80837-6] [Citation(s) in RCA: 5] [Impact Index Per Article: 1.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/02/2020] [Accepted: 12/29/2020] [Indexed: 01/29/2023] Open
Abstract
Allium is one of the well-known genera of the Amaryllidaceae family, which contains over 780 species. Onions, garlic, leeks, and shallots are the most important species of this genus. Allium hirtifolium (shallot) is a rich source of proteins, carbohydrates, lipids, amino acids, and bioactive compounds such as organic sulfur compounds with an expansive range of biological activities and medicinal attributes. To identify the putative compounds and genes involved in the organic sulfur pathway, we applied GC-MS and RNA-seq techniques for the bulb, stem, and flower tissues of A. hirtifolium. The essential oil analysis revealed the maximum amount of sulfur compounds in stem against flower and bulb tissues. Transcriptome profiling showed 6155, 6494, and 4259 DEGs for bulb vs. flower, bulb vs. stem, and flower vs. stem, respectively. Overall, more genes were identified as being up-regulated rather than down-regulated in flower tissue compared to the stem and bulb tissues. Our findings in accordance with other results from different papers, suggest that carbohydrates are vital to bulb formation and development because a high number of identified DEGs (586 genes) were mapped to carbohydrate metabolism. This study has detected the genes in the organic sulfur pathway and indicated that the alliinase gene shows a high variability among different tissues. In general, this study formed a useful genomic resource data to explore tissue-specific sulfur pathway in A. hirtifolium, which is helpful for functional breeding.
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Khandagale K, Krishna R, Roylawar P, Ade AB, Benke A, Shinde B, Singh M, Gawande SJ, Rai A. Omics approaches in Allium research: Progress and way ahead. PeerJ 2020; 8:e9824. [PMID: 32974094 PMCID: PMC7486827 DOI: 10.7717/peerj.9824] [Citation(s) in RCA: 17] [Impact Index Per Article: 4.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/21/2019] [Accepted: 08/05/2020] [Indexed: 11/25/2022] Open
Abstract
BACKGROUND The genus Allium (Family: Amaryllidaceae) is an economically important group of crops cultivated worldwide for their use as a vegetable and spices. Alliums are also well known for their nutraceutical properties. Among alliums, onion, garlic, leek, and chives cultivated worldwide. Despite their substantial economic and medicinal importance, the genome sequence of any of the Allium is not available, probably due to their large genome sizes. Recently evolved omics technologies are highly efficient and robust in elucidating molecular mechanisms of several complex life processes in plants. Omics technologies, such as genomics, transcriptomics, proteomics, metabolomics, metagenomics, etc. have the potential to open new avenues in research and improvement of allium crops where genome sequence information is limited. A significant amount of data has been generated using these technologies for various Allium species; it will help in understanding the key traits in Allium crops such as flowering, bulb development, flavonoid biosynthesis, male sterility and stress tolerance at molecular and metabolite level. This information will ultimately assist us in speeding up the breeding in Allium crops. METHOD In the present review, major omics approaches, and their progress, as well as potential applications in Allium crops, could be discussed in detail. RESULTS Here, we have discussed the recent progress made in Allium research using omics technologies such as genomics, transcriptomics, micro RNAs, proteomics, metabolomics, and metagenomics. These omics interventions have been used in alliums for marker discovery, the study of the biotic and abiotic stress response, male sterility, organ development, flavonoid and bulb color, micro RNA discovery, and microbiome associated with Allium crops. Further, we also emphasized the integrated use of these omics platforms for a better understanding of the complex molecular mechanisms to speed up the breeding programs for better cultivars. CONCLUSION All the information and literature provided in the present review throws light on the progress and potential of omics platforms in the research of Allium crops. We also mentioned a few research areas in Allium crops that need to be explored using omics technologies to get more insight. Overall, alliums are an under-studied group of plants, and thus, there is tremendous scope and need for research in Allium species.
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Affiliation(s)
- Kiran Khandagale
- Department of Botany, Savitribai Phule Pune University, Pune, Maharashtra, India
| | - Ram Krishna
- ICAR-Directorate of Onion and Garlic Research, Rajgurunagar, India
| | - Praveen Roylawar
- Department of Botany, S. N. Arts, D. J. M. Commerce and B. N. S. Science College, Sangamner, India
| | - Avinash B. Ade
- Department of Botany, Savitribai Phule Pune University, Pune, Maharashtra, India
| | - Ashwini Benke
- ICAR-Directorate of Onion and Garlic Research, Rajgurunagar, India
| | - Bharat Shinde
- Vidya Pratishthans’s Arts Science and commerce college, Baramati, India
| | - Major Singh
- ICAR-Directorate of Onion and Garlic Research, Rajgurunagar, India
| | | | - Ashutosh Rai
- Crop Improvement, ICAR-Indian Institute of Vegetable Research, Varanasi, India
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González G, Aguilera F, D'Afonseca V. Transcriptome profiling of raspberry ( Rubus idaeus Var. Amira) in response to infection by tomato ringspot virus (ToRSV). Heliyon 2020; 6:e04518. [PMID: 32817888 PMCID: PMC7424221 DOI: 10.1016/j.heliyon.2020.e04518] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/14/2019] [Revised: 10/28/2019] [Accepted: 07/17/2020] [Indexed: 11/01/2022] Open
Abstract
Raspberry (Rubus sp.) is a berries fruit with an ongoing agricultural and commercial interest due to its high contents of flavonoids and nutrients beneficial for human health. The growing demand for raspberries is facing great challenges associated mainly with the dispersal of diseases, which produces a decrease in productivity and fruit quality. A broad range of genomic resources is available for other Rosaceae species; however, genomic resources for species of the Rubus genus are still limited. Here, we characterize the transcriptome of the Rubus idaeus (Var. Amira) in order to 1) provide clues in the transcriptional changes of R. idaeus against tomato ringspot virus (ToRSV); and 2) generate genomic resources for this economically important species. We generate more than 200 million sequencing reads from two mRNA samples of raspberry, infected and not infected by ToRSV, using Illumina technology. After de novo assembly, we obtained 68,853 predicted protein-coding sequences of which 71.3% and 61.3% were annotated using Gene Ontology and Pfam databases, respectively. Moreover, we find 2,340 genes with differential expression between raspberries infected and not infected by ToRSV. Analysis of these genes shows functional enrichments of the oxidation-reduction process, cell wall biogenesis, terpene synthase activity, and lyase activity. These genes could be involved in the raspberry immune response through the interaction of different metabolic pathways; however, this statement needs further investigations. Up-regulation of genes encoding terpene synthases, multicopper oxidases, laccases, and beta-glucosidases might suggest that these enzymes appear to be the predominant transcriptome immune response of R. idaeus against ToRSV. Furthermore, we identify thousands of molecular markers (i.e., SSRs and SNPs), increasing considerably the genomic resources currently available for raspberries. This study is the first report on investigating the transcriptional changes of R. idaeus against ToRSV.
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Affiliation(s)
- Gloria González
- Center of Biotechnology for Natural Resources (CenBIO), Faculty of Agricultural Sciences and Forestry, Universidad Católica del Maule, Talca, Chile
| | - Felipe Aguilera
- Departamento de Bioquímica y Biología Molecular, Facultad de Ciencias Biológicas, Universidad de Concepción, Concepción, Chile
| | - Vívian D'Afonseca
- Vice Rectory of Research and Post-Graduation (VRIP), Universidad Católica del Maule, Talca, Chile
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Liu H, Wen Y, Cui M, Qi X, Deng R, Gao J, Cheng Z. Histological, Physiological and Transcriptomic Analysis Reveal Gibberellin-Induced Axillary Meristem Formation in Garlic ( Allium sativum). PLANTS (BASEL, SWITZERLAND) 2020; 9:plants9080970. [PMID: 32751960 PMCID: PMC7464525 DOI: 10.3390/plants9080970] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Subscribe] [Scholar Register] [Received: 05/22/2020] [Revised: 07/10/2020] [Accepted: 07/15/2020] [Indexed: 05/11/2023]
Abstract
The number of cloves in a garlic bulb is controlled by axillary meristem differentiation, which directly determines the propagation efficiency. Our previous study showed that injecting garlic plants with gibberellins (GA3) solution significantly increased clove number per bulb. However, the physiological and molecular mechanism of GA-induced axillary bud formation is still unknown. Herein, dynamic changes in histology, phytohormones, sugars and related genes expression at 2, 4, 8, 16 and 32 days after treatment (DAT) were investigated. Histological results indicated two stages (axillary meristem initiation and dormancy) were in the period of 0-30 days after GA3 treatment. Application of GA3 caused a significant increase of GA3 and GA4, and the downregulation of AsGA20ox expression. Furthermore, the change trends in zeatin riboside (ZR) and soluble sugar were the same, in which a high level of ZR at 2 DAT and high content of soluble sugar, glucose and fructose at 4 DAT were recorded, and a low level of ZR and soluble sugar arose at 16 and 32 DAT. Overall, injection of GA3 firstly caused the downregulation of AsGA20ox, a significant increase in the level of ZR and abscisic acid (ABA), and the upregulation of AsCYP735 and AsAHK to activate axillary meristem initiation. Low level of ZR and soluble sugar and a high level of sucrose maintained axillary meristem dormancy.
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Gene coexpression network analysis and tissue-specific profiling of gene expression in jute (Corchorus capsularis L.). BMC Genomics 2020; 21:406. [PMID: 32546133 PMCID: PMC7298812 DOI: 10.1186/s12864-020-06805-6] [Citation(s) in RCA: 5] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/08/2020] [Accepted: 06/05/2020] [Indexed: 11/10/2022] Open
Abstract
BACKGROUND Jute (Corchorus spp.), belonging to the Malvaceae family, is an important natural fiber crop, second only to cotton, and a multipurpose economic crop. Corchorus capsularis L. is one of the only two commercially cultivated species of jute. Gene expression is spatiotemporal and is influenced by many factors. Therefore, to understand the molecular mechanisms of tissue development, it is necessary to study tissue-specific gene expression and regulation. We used weighted gene coexpression network analysis, to predict the functional roles of gene coexpression modules and individual genes, including those underlying the development of different tissue types. Although several transcriptome studies have been conducted on C. capsularis, there have not yet been any systematic and comprehensive transcriptome analyses for this species. RESULTS There was significant variation in gene expression between plant tissues. Comparative transcriptome analysis and weighted gene coexpression network analysis were performed for different C. capsularis tissues at different developmental stages. We identified numerous tissue-specific differentially expressed genes for each tissue, and 12 coexpression modules, comprising 126 to 4203 genes, associated with the development of various tissues. There was high consistency between the genes in modules related to tissues, and the candidate upregulated genes for each tissue. Further, a gene network including 21 genes directly regulated by transcription factor OMO55970.1 was discovered. Some of the genes, such as OMO55970.1, OMO51203.1, OMO50871.1, and OMO87663.1, directly involved in the development of stem bast tissue. CONCLUSION We identified genes that were differentially expressed between tissues of the same developmental stage. Some genes were consistently up- or downregulated, depending on the developmental stage of each tissue. Further, we identified numerous coexpression modules and genes associated with the development of various tissues. These findings elucidate the molecular mechanisms underlying the development of each tissue, and will promote multipurpose molecular breeding in jute and other fiber crops.
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Ben Michael TE, Faigenboim A, Shemesh-Mayer E, Forer I, Gershberg C, Shafran H, Rabinowitch HD, Kamenetsky-Goldstein R. Crosstalk in the darkness: bulb vernalization activates meristem transition via circadian rhythm and photoperiodic pathway. BMC PLANT BIOLOGY 2020; 20:77. [PMID: 32066385 PMCID: PMC7027078 DOI: 10.1186/s12870-020-2269-x] [Citation(s) in RCA: 8] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 11/24/2019] [Accepted: 01/29/2020] [Indexed: 05/04/2023]
Abstract
BACKGROUND Geophytes possess specialized storage organs - bulbs, tubers, corms or rhizomes, which allow their survival during unfovarable periods and provide energy support for sprouting and sexual and vegetative reproduction. Bulbing and flowering of the geophyte depend on the combined effects of the internal and external factors, especially temperature and photoperiod. Many geophytes are extensively used in agriculture, but mechanisms of regulation of their flowering and bulbing are still unclear. RESULTS Comparative morpho-physiological and transcriptome analyses and quantitative validation of gene expression shed light on the molecular regulation of the responses to vernalization in garlic, a typical bulbous plant. Long dark cold exposure of bulbs is a major cue for flowering and bulbing, and its interactions with the genetic makeup of the individual plant dictate the phenotypic expression during growth stage. Photoperiod signal is not involved in the initial nuclear and metabolic processes, but might play role in the later stages of development, flower stem elongation and bulbing. Vernalization for 12 weeks at 4 °C and planting in November resulted in flower initiation under short photoperiod in December-January, and early blooming and bulbing. In contrast, non-vernalized plants did not undergo meristem transition. Comparisons between vernalized and non-vernalized bulbs revealed ~ 14,000 differentially expressed genes. CONCLUSIONS Low temperatures stimulate a large cascades of molecular mechanisms in garlic, and a variety of flowering pathways operate together for the benefit of meristem transition, annual life cycle and viable reproduction results.The circadian clock appears to play a central role in the transition of the meristem from vegetative to reproductive stage in bulbous plant, serving as integrator of the low-temperature signals and the expression of the genes associated with vernalization, photoperiod and meristem transition. The reserved photoperiodic pathway is integrated at an upstream point, possibly by the same receptors. Therefore, in bulb, low temperatures stimulate cascades of developmental mechanisms, and several genetic flowering pathways intermix to achieve successful sexual and vegetative reproduction.
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Affiliation(s)
- Tomer E Ben Michael
- Institute of Plant Sciences, ARO, The Volcani Center, Rishon LeZion, Israel
- Robert H. Smith Faculty of Agricultural, Food, and Environmental Quality Sciences, The Hebrew University of Jerusalem, Rehovot, Israel
| | - Adi Faigenboim
- Institute of Plant Sciences, ARO, The Volcani Center, Rishon LeZion, Israel
| | | | - Itzhak Forer
- Institute of Plant Sciences, ARO, The Volcani Center, Rishon LeZion, Israel
| | - Chen Gershberg
- Institute of Plant Sciences, ARO, The Volcani Center, Rishon LeZion, Israel
| | - Hadass Shafran
- Institute of Plant Sciences, ARO, The Volcani Center, Rishon LeZion, Israel
| | - Haim D Rabinowitch
- Robert H. Smith Faculty of Agricultural, Food, and Environmental Quality Sciences, The Hebrew University of Jerusalem, Rehovot, Israel
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Phylogeny and highland adaptation of Chinese species in Allium section Daghestanica (Amaryllidaceae) revealed by transcriptome sequencing. Mol Phylogenet Evol 2020; 146:106737. [PMID: 31982455 DOI: 10.1016/j.ympev.2020.106737] [Citation(s) in RCA: 8] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/26/2019] [Revised: 01/20/2020] [Accepted: 01/21/2020] [Indexed: 01/27/2023]
Abstract
Allium L. is one of the largest monocotyledonous genera with extensive distribution in the Northern Hemisphere. The fundamental phylogenies of Allium have been investigated using many morphological and molecular characters. However, the morphological characters may not agree with the molecular results in some Allium groups or sections (such as the Chinese Allium section Daghestanica), which may result in ambiguous species relationships and hinder further evolutionary and adaptive researches. Here, transcriptome sequences of the six Chinese endemics from Allium section Daghestanica were collected, with their single-copy genes (SCGs) were extracted. The interspecies relationships were analyzed using concatenation and coalescent methods. The branch-site model (BSM) was conducted to detect the positively selected genes (PSGs) in five highland species of this section. Based on 1644, 1281 and 1580 SCGs in flowers, leaves, and flowers-leaves combination respectively, a robust consistent and well-resolved phylogeny was generated from the concatenation method. Strong conflicts among individual gene trees were detected in the coalescent method, and morphological characters were incongruent with molecular relationships to some degree. Many PSGs were involved in responses of various stresses and stimuli (e.g. hypoxia, low temperature, aridity), DNA repair, metabolism, nutrient or energy intake, photosynthesis, and signal transduction. Our study revealed a clear interspecies relationship of Chinese endemics in Allium section Daghestanica and suggested that the discordance between morphological characters and molecular relationships might result from that the former are more susceptible to convergence compared with the latter. PSGs detected in our study may provide some insights into highland adaptation in Allium species.
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Mehra R, Jasrotia RS, Mahajan A, Sharma D, Iquebal MA, Kaul S, Dhar MK. Transcriptome analysis of Snow Mountain Garlic for unraveling the organosulfur metabolic pathway. Genomics 2020; 112:99-107. [DOI: 10.1016/j.ygeno.2019.07.014] [Citation(s) in RCA: 10] [Impact Index Per Article: 2.5] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/11/2019] [Revised: 07/05/2019] [Accepted: 07/25/2019] [Indexed: 12/20/2022]
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Zhu S, Chen X, Liu X, Zhao J, Liu T. Transcriptome-wide association study and eQTL analysis to assess the genetic basis of bulb-yield traits in garlic (Allium sativum). BMC Genomics 2019; 20:657. [PMID: 31419936 PMCID: PMC6698038 DOI: 10.1186/s12864-019-6025-2] [Citation(s) in RCA: 5] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/01/2019] [Accepted: 08/12/2019] [Indexed: 01/12/2023] Open
Abstract
BACKGROUND Garlic bulbs are abnormal expanding axillary buds that are rarely found among vascular plants. Bulb-yield is one of the valuable agronomic traits of garlic. However, due to the large genome size and a strictly asexual life cycle in the cultivars, the genetic basis of the yield traits are poorly understood in garlic. RESULTS In the present study, we carried out an association mapping for three yield traits of garlic bulbs: bulb weight (BW), diameter (BD), and the number of garlic cloves (CN), using the recently proposed transcriptome-referenced association study. In total 25, 2, and 30 single nucleotide polymorphisms (SNPs), were identified in the transcripts to be associated with BW, BD, and CN traits, respectively. Of the transcripts with associated SNPs, the expression of 17 of them showed a significant correlation with the corresponding traits in the population, suggesting their relation to bulbs yield traits. Six transcripts were long non-coding RNAs (lncRNAs), and the others encode proteins involved mainly in carbohydrate metabolism, transcription regulation, cytokinin activity, protein degradation, etc. In addition, expression quantitative trait locus (eQTL) and expression correlation analysis have revealed that seven CN-related transcripts displayed interrelation, constituting two potential pathways. CONCLUSION This study provides novel insights into the genetic basis of the yield traits in garlic bulbs, and the identification of trait-associated SNPs/transcripts provides a basis for improving the bulb yield in garlic breeding.
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Affiliation(s)
- Siyuan Zhu
- Institute of Bast Fiber Crops and Center of Southern Economic Crops, Chinese Academy of Agricultural Sciences, Changsha, China
| | - Xiaojun Chen
- Institute of Bast Fiber Crops and Center of Southern Economic Crops, Chinese Academy of Agricultural Sciences, Changsha, China
| | - Xia Liu
- Novogene Bioinformatics Institute, Beijing, China
| | - Jian Zhao
- Novogene Bioinformatics Institute, Beijing, China
| | - Touming Liu
- Institute of Bast Fiber Crops and Center of Southern Economic Crops, Chinese Academy of Agricultural Sciences, Changsha, China.
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Ghaemizadeh F, Dashti F, Shafeinia A. Expression pattern of ABCDE model genes in floral organs of bolting garlic clone. Gene Expr Patterns 2019; 34:119059. [PMID: 31201930 DOI: 10.1016/j.gep.2019.119059] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.2] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/22/2019] [Revised: 04/27/2019] [Accepted: 06/03/2019] [Indexed: 11/16/2022]
Abstract
A correct understanding of the ABCDE model genes expression, especially genes involved in the development of the reproductive floral organs, in bolting and fertile garlic clones improves the process of its fertilization and breeding programs. Therefore, Real-Time PCR was employed to evaluate the temporal and spatial expression patterns of some floral organ identity genes in the inflorescence and different floret organs in the two stages of green and purple florets of bolting garlic clone. Relative expression of the studied genes, except AsSTK, in the mature inflorescence increased significantly during the early stages of initiation and differentiation of floral organs. Relative expression of the AsAP1 in the tepal and carpel, and AsAP2 in the tepal, stamen and carpel increased significantly. The highest relative expression levels of the AsAP1 and AsAP2 were found in the tepal of green florets and in the carpel of purple florets, respectively. AsAP3 and AsPI expression increased significantly in the stamen and carpel, and the highest relative expression of these two genes were observed in the green floret tepal. Relative expression of the AsAG increased significantly only in the reproductive floral organs and decreased significantly both in the carpel and stamen at floret maturity. The AsSEP1, 3 were expressed in all floral organs, but the AsSTK was only expressed in the carpel and its relative expression increased significantly at floret maturity. Finally, since considerable expression levels of the above genes were observed in the floral organs, these genes seem to be influential in the formation of floral organs in bolting garlic.
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Affiliation(s)
| | - Farshad Dashti
- Department of Horticultural Science, Bu-Ali Sina University, Hamedan, Iran.
| | - Alireza Shafeinia
- Department of Agronomy and Plant Breeding, Ramin Agriculture and Natural University, Khuzestan, Iran.
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Comparative Transcriptome Analysis of Temperature-Induced Green Discoloration in Garlic. Int J Genomics 2019; 2018:6725728. [PMID: 30627531 PMCID: PMC6304921 DOI: 10.1155/2018/6725728] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.4] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/16/2018] [Revised: 09/17/2018] [Accepted: 10/16/2018] [Indexed: 11/17/2022] Open
Abstract
Green discoloration is one of the most important problems that cause low quality of product in the processing of garlic, which can be induced by low-temperature stress. But the mechanism of low temperature-induced green discoloration is poorly understood. In the present study, the control garlic and three low temperature-treated garlic samples (stored at 4°C with 10, 15, and 40 days, respectively) were used for genome-wide transcriptome profiling analysis. A total of 49280 garlic unigenes with an average length of 1337 bp were de novo assembled, 20231 of which were achieved for functional annotation. When being suffered from 10, 15, and 40 days of low-temperature treatment, an increased degree of discoloration was observed, and a total of 4757, 4401, and 2034 unigenes showed a differential expression, respectively. Finally, 5923 differentially expressed genes (DEGs) were found to respond to the low-temperature stress, of which 3921 were identified in at least two treatments. Among these stress-responsive unigenes, there were large numbers of enzyme-encoding genes, which significantly enriched the pathway “proteasome,” many genes of which are potentially involved in the garlic discoloration, such as 7 alliinase-encoding genes, 5 γ-glutamyltranspeptidase-encoding genes, and 1 δ-aminolevulinic acid dehydratase-encoding gene. These stress-responsive enzyme-encoding genes are possibly responsible for the low-temperature-induced garlic discoloration. The identification of large numbers of DEGs provides a basis for further elucidating the mechanism of low-temperature-induced green discoloration in garlic.
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Barboza K, Beretta V, Kozub PC, Salinas C, Morgenfeld MM, Galmarini CR, Cavagnaro PF. Microsatellite analysis and marker development in garlic: distribution in EST sequence, genetic diversity analysis, and marker transferability across Alliaceae. Mol Genet Genomics 2018; 293:1091-1106. [PMID: 29705936 DOI: 10.1007/s00438-018-1442-5] [Citation(s) in RCA: 12] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/28/2018] [Accepted: 04/25/2018] [Indexed: 02/04/2023]
Abstract
Allium vegetables, such as garlic and onion, have understudied genomes and limited molecular resources, hindering advances in genetic research and breeding of these species. In this study, we characterized and compared the simple sequence repeats (SSR) landscape in the transcriptomes of garlic and related Allium (A. cepa, A. fistulosum, and A. tuberosum) and non-Allium monocot species. In addition, 110 SSR markers were developed from garlic ESTs, and they were characterized-along with 112 previously developed SSRs-at various levels, including transferability across Alliaceae species, and their usefulness for genetic diversity analysis. Among the Allium species analyzed, garlic ESTs had the highest overall SSR density, the lowest frequency of trinucleotides, and the highest of di- and tetranucleotides. When compared to more distantly related monocots, outside the Asparagales order, it was evident that ESTs of Allium species shared major commonalities with regards to SSR density, frequency distribution, sequence motifs, and GC content. A significant fraction of the SSR markers were successfully transferred across Allium species, including crops for which no SSR markers have been developed yet, such as leek, shallot, chives, and elephant garlic. Diversity analysis of garlic cultivars with selected SSRs revealed 36 alleles, with 2-5 alleles/locus, and PIC = 0.38. Cluster analysis grouped the accessions according to their flowering behavior, botanical variety, and ecophysiological characteristics. Results from this study contribute to the characterization of Allium transcriptomes. The new SSR markers developed, along with the data from the polymorphism and transferability analyses, will aid in assisting genetic research and breeding in garlic and other Allium.
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Affiliation(s)
- Karina Barboza
- Consejo Nacional de Investigaciones Científicas y Técnicas (CONICET), Instituto Nacional de Tecnología Agropecuaria (INTA)-E.E.A. La Consulta, Mendoza, Argentina
| | - Vanesa Beretta
- Consejo Nacional de Investigaciones Científicas y Técnicas (CONICET), Instituto Nacional de Tecnología Agropecuaria (INTA)-E.E.A. La Consulta, Mendoza, Argentina
| | - Perla C Kozub
- Facultad de Ciencias Agrarias (FCA), Instituto de Biología Agrícola de Mendoza (IBAM), Consejo Nacional de Investigaciones Científicas y Técnicas (CONICET), Universidad Nacional de Cuyo, Mendoza, Argentina
| | - Cecilia Salinas
- Consejo Nacional de Investigaciones Científicas y Técnicas (CONICET), Instituto Nacional de Tecnología Agropecuaria (INTA)-E.E.A. La Consulta, Mendoza, Argentina
| | - Mauro M Morgenfeld
- Departamento de Fisiología, Biología Molecular y Celular, Facultad de Ciencias Exactas y Naturales, Instituto de Investigaciones en Ingeniería Genética y Biología Molecular "Dr. Héctor N. Torres" (INGEBI-CONICET), Universidad de Buenos Aires, Buenos Aires, Argentina
| | - Claudio R Galmarini
- Consejo Nacional de Investigaciones Científicas y Técnicas (CONICET), Instituto Nacional de Tecnología Agropecuaria (INTA)-E.E.A. La Consulta, Mendoza, Argentina
- Facultad de Ciencias Agrarias, Instituto de Horticultura, Universidad Nacional de Cuyo, Mendoza, Argentina
| | - Pablo F Cavagnaro
- Consejo Nacional de Investigaciones Científicas y Técnicas (CONICET), Instituto Nacional de Tecnología Agropecuaria (INTA)-E.E.A. La Consulta, Mendoza, Argentina.
- Facultad de Ciencias Agrarias, Instituto de Horticultura, Universidad Nacional de Cuyo, Mendoza, Argentina.
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Egea LA, Mérida-García R, Kilian A, Hernandez P, Dorado G. Assessment of Genetic Diversity and Structure of Large Garlic ( Allium sativum) Germplasm Bank, by Diversity Arrays Technology "Genotyping-by-Sequencing" Platform (DArTseq). Front Genet 2017; 8:98. [PMID: 28775737 PMCID: PMC5517412 DOI: 10.3389/fgene.2017.00098] [Citation(s) in RCA: 26] [Impact Index Per Article: 3.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/05/2017] [Accepted: 06/30/2017] [Indexed: 12/20/2022] Open
Abstract
Garlic (Allium sativum) is used worldwide in cooking and industry, including pharmacology/medicine and cosmetics, for its interesting properties. Identifying redundancies in germplasm blanks to generate core collections is a major concern, mostly in large stocks, in order to reduce space and maintenance costs. Yet, similar appearance and phenotypic plasticity of garlic varieties hinder their morphological classification. Molecular studies are challenging, due to the large and expected complex genome of this species, with asexual reproduction. Classical molecular markers, like isozymes, RAPD, SSR, or AFLP, are not convenient to generate germplasm core-collections for this species. The recent emergence of high-throughput genotyping-by-sequencing (GBS) approaches, like DArTseq, allow to overcome such limitations to characterize and protect genetic diversity. Therefore, such technology was used in this work to: (i) assess genetic diversity and structure of a large garlic-germplasm bank (417 accessions); (ii) create a core collection; (iii) relate genotype to agronomical features; and (iv) describe a cost-effective method to manage genetic diversity in garlic-germplasm banks. Hierarchical-cluster analysis, principal-coordinates analysis and STRUCTURE showed general consistency, generating three main garlic-groups, mostly determined by variety and geographical origin. In addition, high-resolution genotyping identified 286 unique and 131 redundant accessions, used to select a reduced size germplasm-bank core collection. This demonstrates that DArTseq is a cost-effective method to analyze species with large and expected complex genomes, like garlic. To the best of our knowledge, this is the first report of high-throughput genotyping of a large garlic germplasm. This is particularly interesting for garlic adaptation and improvement, to fight biotic and abiotic stresses, in the current context of climate change and global warming.
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Affiliation(s)
- Leticia A Egea
- Departamento de Bioquímica y Biología Molecular, Campus Rabanales (C6-1-E17), Campus de Excelencia Internacional Agroalimentario (ceiA3), Universidad de CórdobaCórdoba, Spain.,Instituto de Agricultura Sostenible (IAS-CSIC), Campus Alameda del ObispoCórdoba, Spain
| | - Rosa Mérida-García
- Instituto de Agricultura Sostenible (IAS-CSIC), Campus Alameda del ObispoCórdoba, Spain
| | - Andrzej Kilian
- Diversity Arrays Technology Pty. Ltd., CanberraACT, Australia
| | - Pilar Hernandez
- Instituto de Agricultura Sostenible (IAS-CSIC), Campus Alameda del ObispoCórdoba, Spain
| | - Gabriel Dorado
- Departamento de Bioquímica y Biología Molecular, Campus Rabanales (C6-1-E17), Campus de Excelencia Internacional Agroalimentario (ceiA3), Universidad de CórdobaCórdoba, Spain
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Li H, Fu Y, Sun H, Zhang Y, Lan X. Transcriptomic analyses reveal biosynthetic genes related to rosmarinic acid in Dracocephalum tanguticum. Sci Rep 2017; 7:74. [PMID: 28250432 PMCID: PMC5428373 DOI: 10.1038/s41598-017-00078-y] [Citation(s) in RCA: 16] [Impact Index Per Article: 2.3] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/17/2016] [Accepted: 01/30/2017] [Indexed: 11/23/2022] Open
Abstract
Dracocephalum tanguticum Maxim, a Lamiaceae species endemic to the Qinghai-Tibetan Plateau and adjacent regions, is an important ornamental, medicinal and aromatic herb. In this study, a comprehensive transcriptome of 18 libraries from six organs namely, roots, stems, leaves, sepals, flowers and seeds of D. tanguticum were generated. More than 100 Gb of sequence data were obtained and assembled de novo into 187,447 transcripts, including 151,463 unigenes, among which the six organs shared 17.7% (26,841). In addition, all unigenes were assigned to 362 pathways, in which 'biosynthesis of secondary metabolites' is the second enriched pathway. Furthermore, rosmarinic acid (RA) is one of the multifunctional phenolic bioactive compounds produced in some Lamiaceae species. The six organs of D. tanguticum were confirmed to produce RA. A total of 22 predicted biosynthetic genes related to RA from the transcriptome were further isolated. Two of these genes were identified as candidates by evaluating the correlation coefficient between the RA contents and the expression of the predicted biosynthetic genes in the six organs. The new sequence information will improve the knowledge of D. tanguticum, as well as provide a reference tool for future studies of biosynthetic genes related to RA in this species.
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Affiliation(s)
- Huie Li
- Medicinal Plants Research Centre, Tibet Agricultural and Animal Husbandry College, Nyingchi, 860000, China
- College of Agriculture, Guizhou University, Guiyang, 550025, China
| | - Yaru Fu
- Medicinal Plants Research Centre, Tibet Agricultural and Animal Husbandry College, Nyingchi, 860000, China
| | - Hao Sun
- Institute of Applied Ecology, Chinese Academy of Sciences, Shenyang, 110016, China
| | - Yanfu Zhang
- Medicinal Plants Research Centre, Tibet Agricultural and Animal Husbandry College, Nyingchi, 860000, China
| | - Xiaozhong Lan
- Medicinal Plants Research Centre, Tibet Agricultural and Animal Husbandry College, Nyingchi, 860000, China.
- TAAHC-SWU Medicinal Plants Joint Research and Development Centre, Tibet Agricultural and Animal Husbandry College, Nyingchi, 860000, China.
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Zhu S, Tang S, Tan Z, Yu Y, Dai Q, Liu T. Comparative transcriptomics provide insight into the morphogenesis and evolution of fistular leaves in Allium. BMC Genomics 2017; 18:60. [PMID: 28068920 PMCID: PMC5223570 DOI: 10.1186/s12864-016-3474-8] [Citation(s) in RCA: 18] [Impact Index Per Article: 2.6] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/13/2016] [Accepted: 12/26/2016] [Indexed: 11/10/2022] Open
Abstract
BACKGROUND Fistular leaves frequently appear in Allium species, and previous developmental studies have proposed that the process of fistular leaf formation involves programmed cell death. However, molecular evidence for the role of programmed cell death in the formation of fistular leaf cavities has yet to be reported. RESULTS In this study, we characterized the leaf transcriptomes of nine Allium species, including six fistular- and three solid-leaved species. In addition, we identified orthologous genes and estimated their Ka and Ks values, in order to ascertain their selective pattern. Phylogenetic analysis based on the transcriptomes revealed that A. tuberosum was the most ancestral among the nine species, and analysis of orthologous genes between A. tuberosum and the other eight species indicated that 149 genes were subject to positive selection; whereas >3000 had undergone purifying selection in each species. CONCLUSIONS We found that many genes that are potentially related to programmed cell death either exhibited rapid diversification in fistular-leaved species, or were conserved in solid-leaved species in evolutionary history. These genes potentially involved in programmed cell death might play important roles in the formation of fistular leaf cavities in Allium, and the differing selection patterns in fistular- and solid-leaved species may be responsible for the evolution of fistular leaves.
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Affiliation(s)
- Siyuan Zhu
- Institute of Bast Fiber Crops and Center of Southern Economic Crops, Chinese Academy of Agricultural Sciences, Changsha, China
| | - Shouwei Tang
- Institute of Bast Fiber Crops and Center of Southern Economic Crops, Chinese Academy of Agricultural Sciences, Changsha, China
| | - Zhijian Tan
- Institute of Bast Fiber Crops and Center of Southern Economic Crops, Chinese Academy of Agricultural Sciences, Changsha, China
| | - Yongting Yu
- Institute of Bast Fiber Crops and Center of Southern Economic Crops, Chinese Academy of Agricultural Sciences, Changsha, China
| | - Qiuzhong Dai
- Institute of Bast Fiber Crops and Center of Southern Economic Crops, Chinese Academy of Agricultural Sciences, Changsha, China
| | - Touming Liu
- Institute of Bast Fiber Crops and Center of Southern Economic Crops, Chinese Academy of Agricultural Sciences, Changsha, China.
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Natural products against Alzheimer's disease: Pharmaco-therapeutics and biotechnological interventions. Biotechnol Adv 2016; 35:178-216. [PMID: 28043897 DOI: 10.1016/j.biotechadv.2016.12.005] [Citation(s) in RCA: 134] [Impact Index Per Article: 16.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/10/2015] [Revised: 12/19/2016] [Accepted: 12/23/2016] [Indexed: 12/30/2022]
Abstract
Alzheimer's disease (AD) is a severe, chronic and progressive neurodegenerative disease associated with memory and cognition impairment ultimately leading to death. It is the commonest reason of dementia in elderly populations mostly affecting beyond the age of 65. The pathogenesis is indicated by accumulation of the amyloid-beta (Aβ) plaques and neurofibrillary tangles (NFT) in brain tissues and hyperphosphorylation of tau protein in neurons. The main cause is considered to be the formation of reactive oxygen species (ROS) due to oxidative stress. The current treatment provides only symptomatic relief by offering temporary palliative therapy which declines the rate of cognitive impairment associated with AD. Inhibition of the enzyme acetylcholinesterase (AChE) is considered as one of the major therapeutic strategies offering only symptomatic relief and moderate disease-modifying effect. Other non-cholinergic therapeutic approaches include antioxidant and vitamin therapy, stem cell therapy, hormonal therapy, use of antihypertensive or lipid-lowering medications and selective phosphodiesterase (PDE) inhibitors, inhibition of β-secretase and γ-secretase and Aβ aggregation, inhibition of tau hyperphosphorylation and intracellular NFT, use of nonsteroidal anti-inflammatory drugs (NSAIDs), transition metal chelators, insulin resistance drugs, etanercept, brain-derived neurotrophic factor (BDNF) etc. Medicinal plants have been reported for possible anti-AD activity in a number of preclinical and clinical trials. Ethnobotany, being popular in China and in the Far East and possibly less emphasized in Europe, plays a substantial role in the discovery of anti-AD agents from botanicals. Chinese Material Medica (CMM) involving Chinese medicinal plants has been used traditionally in China in the treatment of AD. Ayurveda has already provided numerous lead compounds in drug discovery and many of these are also undergoing clinical investigations. A number of medicinal plants either in their crude forms or as isolated compounds have exhibited to reduce the pathological features associated with AD. In this present review, an attempt has been made to elucidate the molecular mode of action of various plant extracts, phytochemicals and traditional herbal formulations investigated against AD as reported in various preclinical and clinical tests. Herbal synergism often found in polyherbal formulations were found effective to combat disease heterogeneity as found in complex pathogenesis of AD. Finally a note has been added to describe biotechnological improvement, genetic and genomic resources and mathematical and statistical techniques for empirical model building associated with anti-AD plant secondary metabolites and their source botanicals.
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Khosa JS, Lee R, Bräuning S, Lord J, Pither-Joyce M, McCallum J, Macknight RC. Doubled Haploid 'CUDH2107' as a Reference for Bulb Onion (Allium cepa L.) Research: Development of a Transcriptome Catalogue and Identification of Transcripts Associated with Male Fertility. PLoS One 2016; 11:e0166568. [PMID: 27861615 PMCID: PMC5115759 DOI: 10.1371/journal.pone.0166568] [Citation(s) in RCA: 12] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/12/2016] [Accepted: 10/31/2016] [Indexed: 11/21/2022] Open
Abstract
Researchers working on model plants have derived great benefit from developing genomic and genetic resources using ‘reference’ genotypes. Onion has a large and highly heterozygous genome making the sharing of germplasm and analysis of sequencing data complicated. To simplify the discovery and analysis of genes underlying important onion traits, we are promoting the use of the homozygous double haploid line ‘CUDH2107’ by the onion research community. In the present investigation, we performed transcriptome sequencing on vegetative and reproductive tissues of CUDH2107 to develop a multi-organ reference transcriptome catalogue. A total of 396 million 100 base pair paired reads was assembled using the Trinity pipeline, resulting in 271,665 transcript contigs. This dataset was analysed for gene ontology and transcripts were classified on the basis of putative biological processes, molecular function and cellular localization. Significant differences were observed in transcript expression profiles between different tissues. To demonstrate the utility of our CUDH2107 transcriptome catalogue for understanding the genetic and molecular basis of various traits, we identified orthologues of rice genes involved in male fertility and flower development. These genes provide an excellent starting point for studying the molecular regulation, and the engineering of reproductive traits.
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Affiliation(s)
| | - Robyn Lee
- Department of Biochemistry, University of Otago, Dunedin, New Zealand
| | - Sophia Bräuning
- Department of Biochemistry, University of Otago, Dunedin, New Zealand
- Department of Botany, University of Otago, Dunedin, New Zealand
| | - Janice Lord
- Department of Botany, University of Otago, Dunedin, New Zealand
| | | | - John McCallum
- Department of Biochemistry, University of Otago, Dunedin, New Zealand
- New Zealand Institute for Plant & Food Research, Lincoln, New Zealand
| | - Richard C. Macknight
- Department of Biochemistry, University of Otago, Dunedin, New Zealand
- New Zealand Institute for Plant & Food Research, Lincoln, New Zealand
- * E-mail:
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38
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Moreno-Pachon NM, Leeggangers HACF, Nijveen H, Severing E, Hilhorst H, Immink RGH. Elucidating and mining the Tulipa and Lilium transcriptomes. PLANT MOLECULAR BIOLOGY 2016; 92:249-61. [PMID: 27387304 PMCID: PMC5566170 DOI: 10.1007/s11103-016-0508-1] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.4] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 04/26/2016] [Accepted: 06/27/2016] [Indexed: 05/03/2023]
Abstract
Genome sequencing remains a challenge for species with large and complex genomes containing extensive repetitive sequences, of which the bulbous and monocotyledonous plants tulip and lily are examples. In such a case, sequencing of only the active part of the genome, represented by the transcriptome, is a good alternative to obtain information about gene content. In this study we aimed to generate a high quality transcriptome of tulip and lily and to make this data available as an open-access resource via a user-friendly web-based interface. The Illumina HiSeq 2000 platform was applied and the transcribed RNA was sequenced from a collection of different lily and tulip tissues, respectively. In order to obtain good transcriptome coverage and to facilitate effective data mining, assembly was done using different filtering parameters for clearing out contamination and noise of the RNAseq datasets. This analysis revealed limitations of commonly applied methods and parameter settings used in de novo transcriptome assembly. The final created transcriptomes are publicly available via a user friendly Transcriptome browser ( http://www.bioinformatics.nl/bulbs/db/species/index ). The usefulness of this resource has been exemplified by a search for all potential transcription factors in lily and tulip, with special focus on the TCP transcription factor family. This analysis and other quality parameters point out the quality of the transcriptomes, which can serve as a basis for further genomics studies in lily, tulip, and bulbous plants in general.
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Affiliation(s)
- Natalia M. Moreno-Pachon
- Physiology of Flower Bulbs, Department of Plant Physiology, Wageningen University, Wageningen, Netherlands
| | | | - Harm Nijveen
- Physiology of Flower Bulbs, Department of Plant Physiology, Wageningen University, Wageningen, Netherlands
- Laboratory of Bioinformatics, Wageningen University, Wageningen, Netherlands
| | - Edouard Severing
- Laboratory of Bioinformatics, Wageningen University, Wageningen, Netherlands
- Max Planck Institute for Plant Breeding Research, Carl-von-Linné-Weg 10, 50829 Cologne, Germany
| | - Henk Hilhorst
- Wageningen Seed Laboratory (WSL), Laboratory of Plant Physiology, Wageningen University, Wageningen, Netherlands
| | - Richard G. H. Immink
- Physiology of Flower Bulbs, Department of Plant Physiology, Wageningen University, Wageningen, Netherlands
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Kilgore MB, Kutchan TM. The Amaryllidaceae alkaloids: biosynthesis and methods for enzyme discovery. PHYTOCHEMISTRY REVIEWS : PROCEEDINGS OF THE PHYTOCHEMICAL SOCIETY OF EUROPE 2016; 15:317-337. [PMID: 27340382 PMCID: PMC4914137 DOI: 10.1007/s11101-015-9451-z] [Citation(s) in RCA: 40] [Impact Index Per Article: 5.0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 08/12/2015] [Accepted: 12/08/2015] [Indexed: 05/21/2023]
Abstract
Amaryllidaceae alkaloids are an example of the vast diversity of secondary metabolites with great therapeutic promise. The identification of novel compounds in this group with over 300 known structures continues to be an area of active study. The recent identification of norbelladine 4'-O-methyltransferase (N4OMT), an Amaryllidaceae alkaloid biosynthetic enzyme, and the assembly of transcriptomes for Narcissus sp. aff. pseudonarcissus and Lycoris aurea highlight the potential for discovery of Amaryllidaceae alkaloid biosynthetic genes with new technologies. Recent technical advances of interest include those in enzymology, next generation sequencing, genetic modification, nuclear magnetic resonance spectroscopy (NMR), and mass spectrometry (MS).
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Affiliation(s)
- Matthew B. Kilgore
- Donald Danforth Plant Science Center, 63132 St. Louis, Missouri, 975 N. Warson Rd., St. Louis, MO
| | - Toni M. Kutchan
- Donald Danforth Plant Science Center, 63132 St. Louis, Missouri, 975 N. Warson Rd., St. Louis, MO
- To whom correspondence should be addressed: Toni M. Kutchan, , Tel.: (314) 587-1473, Fax: (314) 587-1573
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40
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Li X, Jackson A, Xie M, Wu D, Tsai WC, Zhang S. Proteomic insights into floral biology. BIOCHIMICA ET BIOPHYSICA ACTA-PROTEINS AND PROTEOMICS 2016; 1864:1050-60. [PMID: 26945514 DOI: 10.1016/j.bbapap.2016.02.023] [Citation(s) in RCA: 6] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 10/10/2015] [Revised: 01/25/2016] [Accepted: 02/24/2016] [Indexed: 12/17/2022]
Abstract
The flower is the most important biological structure for ensuring angiosperms reproductive success. Not only does the flower contain critical reproductive organs, but the wide variation in morphology, color, and scent has evolved to entice specialized pollinators, and arguably mankind in many cases, to ensure the successful propagation of its species. Recent proteomic approaches have identified protein candidates related to these flower traits, which has shed light on a number of previously unknown mechanisms underlying these traits. This review article provides a comprehensive overview of the latest advances in proteomic research in floral biology according to the order of flower structure, from corolla to male and female reproductive organs. It summarizes mainstream proteomic methods for plant research and recent improvements on two dimensional gel electrophoresis and gel-free workflows for both peptide level and protein level analysis. The recent advances in sequencing technologies provide a new paradigm for the ever-increasing genome and transcriptome information on many organisms. It is now possible to integrate genomic and transcriptomic data with proteomic results for large-scale protein characterization, so that a global understanding of the complex molecular networks in flower biology can be readily achieved. This article is part of a Special Issue entitled: Plant Proteomics--a bridge between fundamental processes and crop production, edited by Dr. Hans-Peter Mock.
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Affiliation(s)
- Xiaobai Li
- Zhejiang Academy of Agricultural Sciences, Shiqiao Road 139, Hangzhou 310021, PR China; International Atomic Energy Agency Collaborating Center, Zhejiang University, Hangzhou 310029, PR China.
| | | | - Ming Xie
- Zhejiang Academy of Agricultural Sciences, Shiqiao Road 139, Hangzhou 310021, PR China.
| | - Dianxing Wu
- International Atomic Energy Agency Collaborating Center, Zhejiang University, Hangzhou 310029, PR China
| | - Wen-Chieh Tsai
- Institute of Tropical Plant Sciences, National Cheng Kung University, Tainan 701, Taiwan
| | - Sheng Zhang
- Proteomics and Mass Spectrometry Facility, Cornell University, New York 14853, USA
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41
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Sun XD, Yu XH, Zhou SM, Liu SQ. De novo assembly and characterization of the Welsh onion (Allium fistulosum L.) transcriptome using Illumina technology. Mol Genet Genomics 2015; 291:647-59. [DOI: 10.1007/s00438-015-1131-6] [Citation(s) in RCA: 14] [Impact Index Per Article: 1.6] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/26/2015] [Accepted: 10/09/2015] [Indexed: 12/24/2022]
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42
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Rohkin Shalom S, Gillett D, Zemach H, Kimhi S, Forer I, Zutahy Y, Tam Y, Teper-Bamnolker P, Kamenetsky R, Eshel D. Storage temperature controls the timing of garlic bulb formation via shoot apical meristem termination. PLANTA 2015; 242:951-62. [PMID: 26017222 DOI: 10.1007/s00425-015-2334-0] [Citation(s) in RCA: 14] [Impact Index Per Article: 1.6] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 01/28/2015] [Accepted: 05/11/2015] [Indexed: 05/21/2023]
Abstract
Timing of bulb formation and floral stem induction in garlic is controlled by preplanting storage temperature and shoot apical meristem termination, probably via FLOWERING LOCUS T (FT) genes. Garlic is planted in the winter, undergoes a vegetative stage, then forms bulbs in response to increasing temperature and lengthening photoperiod. Herein, the storage conditions for propagation bulbs are shown to potentially affect future vegetative-stage length and timing of bulb formation. Storage temperatures of 2 or 33 °C inhibited internal bud growth. Levels of endogenous abscisic acid (ABA) and its inactive isomer trans-ABA were significantly higher in the internal bud of cloves stored at 33 vs. 2 °C, and exogenous ABA treatment before planting confirmed its inhibitory effect on foliage leaf development. Bulb formation started 30 and 60 days after planting of cloves stored at 2 and 33 °C, respectively. Warm storage temperature induced the formation of multiple leaves and cloves after planting. Plants from cloves stored at warm temperature developed a floral stem, whereas those from cold storage did not. Allium sativum FLOWERING LOCUS T1 (AsFT1) was upregulated 2.5- and 4.5-fold in the internal bud and storage leaf, respectively, after 90 and 150 days of cold vs. warm storage. Expression of AsFT4, expected to be antagonist to AsFT1, was 2- to 3-fold lower in the internal bud from cold storage. Expression of AsFT2, associated with floral termination, was 2- to 3- and 10- to 12-fold higher for cold vs. warm storage temperatures, in the internal bud and storage leaf, respectively. Early bulb formation, induced by cold storage, is suggested to inhibit normal foliage leaf development and transition of the shoot apical meristem to reproductive meristem, through regulation of FT genes.
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Affiliation(s)
- Sarit Rohkin Shalom
- Department of Postharvest Science of Fresh Produce, The Volcani Center, ARO, Bet Dagan, Israel
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Singh A, Pandey A, Srivastava AK, Tran LSP, Pandey GK. Plant protein phosphatases 2C: from genomic diversity to functional multiplicity and importance in stress management. Crit Rev Biotechnol 2015; 36:1023-1035. [DOI: 10.3109/07388551.2015.1083941] [Citation(s) in RCA: 64] [Impact Index Per Article: 7.1] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/19/2022]
Affiliation(s)
- Amarjeet Singh
- Department of Plant Molecular Biology, University of Delhi South Campus, Benito Juarez Road, Dhaula Kuan, New Delhi, India,
| | - Amita Pandey
- Department of Plant Molecular Biology, University of Delhi South Campus, Benito Juarez Road, Dhaula Kuan, New Delhi, India,
| | - Ashish K. Srivastava
- Nuclear Agriculture and Biotechnology Division, Bhabha Atomic Research Centre, Trombay, Mumbai, Maharashtra, India, and
| | - Lam-Son Phan Tran
- Signaling Pathway Research Unit, RIKEN Center for Sustainable Resource Science, Tsurumi, Yokohama, Kanagawa, Japan
| | - Girdhar K. Pandey
- Department of Plant Molecular Biology, University of Delhi South Campus, Benito Juarez Road, Dhaula Kuan, New Delhi, India,
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44
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Zhou SM, Chen LM, Liu SQ, Wang XF, Sun XD. De Novo Assembly and Annotation of the Chinese Chive (Allium tuberosum Rottler ex Spr.) Transcriptome Using the Illumina Platform. PLoS One 2015. [PMID: 26204518 PMCID: PMC4512717 DOI: 10.1371/journal.pone.0133312] [Citation(s) in RCA: 17] [Impact Index Per Article: 1.9] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/19/2022] Open
Abstract
Chinese chive (A. tuberosum Rottler ex Spr.) is one of the most widely cultivated Allium species in China. However, minimal transcriptomic and genomic data are available to reveal its evolution and genetic diversity. In this study, de novo transcriptome sequencing was performed to produce large transcript sequences using an Illumina HiSeq 2000 instrument. We produced 51,968,882 high-quality clean reads and assembled them into 150,154 contigs. A total of 60,031 unigenes with an average length of 631 bp were identified. Of these, 36,523 unigenes were homologous to existing database sequences, 35,648 unigenes were annotated in the NCBI non-redundant (Nr) sequence database, and 23,509 unigenes were annotated in the Swiss-Prot database. A total of 26,798 unigenes were assigned to 57 Gene Ontology (GO) terms, and 13,378 unigenes were assigned to Cluster of Orthologous Group categories. Using the Kyoto Encyclopedia of Genes and Genomes (KEGG) pathway database, we mapped 21,361 unigenes onto 128 pathways. Furthermore, 2,125 sequences containing simple sequence repeats (SSRs) were identified. This new dataset provides the most comprehensive resource currently available for gene expression, gene discovery, and future genomic research on Chinese chive. The sequence resources developed in this study can be used to develop molecular markers that will facilitate further genetic research on Chinese chive and related species.
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Affiliation(s)
- Shu-Mei Zhou
- State Key Laboratory of Crop Biology, College of Life Science, Shandong Agricultural University, Tai’an, Shandong, People's Republic of China
| | - Li-Mei Chen
- State Key Laboratory of Crop Biology, Key Laboratory of Biology and Genetic Improvement of Horticultural Crops (Huanghuai Region), College of Horticulture Science and Engineering, Shandong Agricultural University, Tai’an, Shandong, People's Republic of China
| | - Shi-Qi Liu
- State Key Laboratory of Crop Biology, Key Laboratory of Biology and Genetic Improvement of Horticultural Crops (Huanghuai Region), College of Horticulture Science and Engineering, Shandong Agricultural University, Tai’an, Shandong, People's Republic of China
| | - Xiu-Feng Wang
- State Key Laboratory of Crop Biology, Key Laboratory of Biology and Genetic Improvement of Horticultural Crops (Huanghuai Region), College of Horticulture Science and Engineering, Shandong Agricultural University, Tai’an, Shandong, People's Republic of China
| | - Xiu-Dong Sun
- State Key Laboratory of Crop Biology, Key Laboratory of Biology and Genetic Improvement of Horticultural Crops (Huanghuai Region), College of Horticulture Science and Engineering, Shandong Agricultural University, Tai’an, Shandong, People's Republic of China
- * E-mail:
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45
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Shemesh-Mayer E, Ben-Michael T, Rotem N, Rabinowitch HD, Doron-Faigenboim A, Kosmala A, Perlikowski D, Sherman A, Kamenetsky R. Garlic (Allium sativum L.) fertility: transcriptome and proteome analyses provide insight into flower and pollen development. FRONTIERS IN PLANT SCIENCE 2015; 6:271. [PMID: 25972879 PMCID: PMC4411974 DOI: 10.3389/fpls.2015.00271] [Citation(s) in RCA: 26] [Impact Index Per Article: 2.9] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Subscribe] [Scholar Register] [Received: 01/19/2015] [Accepted: 04/05/2015] [Indexed: 05/18/2023]
Abstract
Commercial cultivars of garlic, a popular condiment, are sterile, making genetic studies and breeding of this plant challenging. However, recent fertility restoration has enabled advanced physiological and genetic research and hybridization in this important crop. Morphophysiological studies, combined with transcriptome and proteome analyses and quantitative PCR validation, enabled the identification of genes and specific processes involved in gametogenesis in fertile and male-sterile garlic genotypes. Both genotypes exhibit normal meiosis at early stages of anther development, but in the male-sterile plants, tapetal hypertrophy after microspore release leads to pollen degeneration. Transcriptome analysis and global gene-expression profiling showed that >16,000 genes are differentially expressed in the fertile vs. male-sterile developing flowers. Proteome analysis and quantitative comparison of 2D-gel protein maps revealed 36 significantly different protein spots, 9 of which were present only in the male-sterile genotype. Bioinformatic and quantitative PCR validation of 10 candidate genes exhibited significant expression differences between male-sterile and fertile flowers. A comparison of morphophysiological and molecular traits of fertile and male-sterile garlic flowers suggests that respiratory restrictions and/or non-regulated programmed cell death of the tapetum can lead to energy deficiency and consequent pollen abortion. Potential molecular markers for male fertility and sterility in garlic are proposed.
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Affiliation(s)
- Einat Shemesh-Mayer
- Agricultural Research Organization, The Volcani Center, Institute of Plant ScienceBet Dagan, Israel
- The Robert H. Smith Faculty of Agriculture, Food, and Environment, The Robert H. Smith Institute of Plant Science and Genetics in Agriculture, The Hebrew University of JerusalemRehovot, Israel
| | - Tomer Ben-Michael
- Agricultural Research Organization, The Volcani Center, Institute of Plant ScienceBet Dagan, Israel
- The Robert H. Smith Faculty of Agriculture, Food, and Environment, The Robert H. Smith Institute of Plant Science and Genetics in Agriculture, The Hebrew University of JerusalemRehovot, Israel
| | - Neta Rotem
- The Robert H. Smith Faculty of Agriculture, Food, and Environment, The Robert H. Smith Institute of Plant Science and Genetics in Agriculture, The Hebrew University of JerusalemRehovot, Israel
| | - Haim D. Rabinowitch
- The Robert H. Smith Faculty of Agriculture, Food, and Environment, The Robert H. Smith Institute of Plant Science and Genetics in Agriculture, The Hebrew University of JerusalemRehovot, Israel
| | - Adi Doron-Faigenboim
- Agricultural Research Organization, The Volcani Center, Institute of Plant ScienceBet Dagan, Israel
| | - Arkadiusz Kosmala
- Department of Environmental Stress Biology, Institute of Plant Genetics of the Polish Academy of SciencesPoznan, Poland
| | - Dawid Perlikowski
- Department of Environmental Stress Biology, Institute of Plant Genetics of the Polish Academy of SciencesPoznan, Poland
| | - Amir Sherman
- Agricultural Research Organization, The Volcani Center, Institute of Plant ScienceBet Dagan, Israel
| | - Rina Kamenetsky
- Agricultural Research Organization, The Volcani Center, Institute of Plant ScienceBet Dagan, Israel
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