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Chen Y, Xu X, Liu Z, Zhang Z, XuHan X, Lin Y, Lai Z. Global scale transcriptome analysis reveals differentially expressed genes involve in early somatic embryogenesis in Dimocarpus longan Lour. BMC Genomics 2020; 21:4. [PMID: 31898486 PMCID: PMC6941269 DOI: 10.1186/s12864-019-6393-7] [Citation(s) in RCA: 25] [Impact Index Per Article: 6.3] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/17/2019] [Accepted: 12/12/2019] [Indexed: 12/14/2022] Open
Abstract
BACKGROUND Somatic embryogenesis (SE) is a process of somatic cells that dedifferentiate to totipotent embryonic stem cells and generate embryos in vitro. Longan SE has been established and wildly used as model system for studying embryogenesis in woody plants, SE-related genes had been characterized. In spite of that, a comprehensive overview of SE at a molecular level is still absent. To understand the molecular mechanisms during longan SE, we examined the transcriptome changes by using Illumina HiSeq from the four distinct developmental stages, including non-embryogenic callus (NEC), embryogenic callus (EC), incomplete compact pro-embryogenic cultures (ICpEC), globular embryos (GE). RESULTS RNA-seq of the four samples generated a total of 243.78 million high quality reads, approximately 81.5% of the data were mapped to longan genome. The cDNA libraries of NEC, EC, ICpEC and GE, generated 22,743, 19,745, 21,144, 21,102 expressed transcripts, 1935, 1710, 1816, 1732 novel transcripts, 2645, 366, 505, 588 unique genes, respectively. Comparative transcriptome analysis showed that a total of 10,642, 4180, 5846 and 1785 genes were differentially expressed in the pairwise comparisons of NEC_vs_EC, EC_vs_ICpEC, EC_vs_GE, ICpEC_vs_GE, respectively. Among them, plant hormones signalling related genes were significantly enriched, especially the auxin and cytokinin signalling components. The transcripts of flavonoid biosynthesis related genes were mainly expressed in NEC, while fatty acid biosynthesis related genes mainly accumulated in early SE. In addition, the extracelluar protein encoding genes LTP, CHI, GLP, AGP, EP1 were related to longan SE. Combined with the FPKM value of longan nine tissues transcription, 27 SE specific or preferential genes (LEC1, LEC1-like, PDF1.3, GH3.6, AGL80, PIN1, BBM, WOX9, WOX2, ABI3, et al.) and 28 NEC preferential genes (LEA5, CNOT3, DC2.15, PR1-1, NsLTP2, DIR1, PIP1, PIP2.1, TIP2-1, POD-P7 and POD5 et al.) were characterized as molecular markers for longan early SE. qRT-PCR validation of SE-related genes showed a high correlation between RNA-seq and qRT-PCR data. CONCLUSION This study provides new insights into the role of the transcriptome during early SE in longan. Differentially expressed genes reveal that plant hormones signalling, flavonoid and fatty acid biosynthesis, and extracelluar protein related genes were involved in longan early SE. It could serve as a valuable platform resource for further functional studies addressing embryogenesis in woody plants.
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Affiliation(s)
- Yukun Chen
- Institute of Horticultural Biotechnology, Fujian Agriculture and Forestry University, Fuzhou, 350002 China
| | - Xiaoping Xu
- Institute of Horticultural Biotechnology, Fujian Agriculture and Forestry University, Fuzhou, 350002 China
| | - Zhuanxia Liu
- Institute of Horticultural Biotechnology, Fujian Agriculture and Forestry University, Fuzhou, 350002 China
| | - Zihao Zhang
- Institute of Horticultural Biotechnology, Fujian Agriculture and Forestry University, Fuzhou, 350002 China
| | - Xu XuHan
- Institute of Horticultural Biotechnology, Fujian Agriculture and Forestry University, Fuzhou, 350002 China
- Institut de la Recherche Interdisciplinaire de Toulouse, IRIT-ARI, 31300 Toulouse, France
| | - Yuling Lin
- Institute of Horticultural Biotechnology, Fujian Agriculture and Forestry University, Fuzhou, 350002 China
| | - Zhongxion Lai
- Institute of Horticultural Biotechnology, Fujian Agriculture and Forestry University, Fuzhou, 350002 China
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Quintana-Escobar AO, Nic-Can GI, Galaz Avalos RM, Loyola-Vargas VM, Gongora-Castillo E. Transcriptome analysis of the induction of somatic embryogenesis in Coffea canephora and the participation of ARF and Aux/IAA genes. PeerJ 2019; 7:e7752. [PMID: 31637116 PMCID: PMC6800528 DOI: 10.7717/peerj.7752] [Citation(s) in RCA: 19] [Impact Index Per Article: 3.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/03/2019] [Accepted: 08/25/2019] [Indexed: 01/24/2023] Open
Abstract
Background Somatic embryogenesis (SE) is a useful biotechnological tool to study the morpho-physiological, biochemical and molecular processes during the development of Coffea canephora. Plant growth regulators (PGR) play a key role during cell differentiation in SE. The Auxin-response-factor (ARF) and Auxin/Indole-3-acetic acid (Aux/IAA) are fundamental components involved in the signaling of the IAA. The IAA signaling pathway activates or represses the expression of genes responsive to auxins during the embryogenic transition of the somatic cells. The growing development of new generation sequencing technologies (NGS), as well as bioinformatics tools, has allowed us to broaden the landscape of SE study of various plant species and identify the genes directly involved. Methods Analysis of transcriptome expression profiles of the C. canephora genome and the identification of a particular set of differentially expressed genes (DEG) during SE are described in this study. Results A total of eight ARF and seven Aux/IAA differentially expressed genes were identified during the different stages of the SE induction process. The quantitative expression analysis showed that ARF18 and ARF5 genes are highly expressed after 21 days of the SE induction, while Aux/IAA7 and Aux/IAA12 genes are repressed. Discussion The results of this study allow a better understanding of the genes involved in the auxin signaling pathway as well as their expression profiles during the SE process.
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Affiliation(s)
- Ana O Quintana-Escobar
- Unidad de Bioquímica y Biologia Molecular de Plantas, Centro de Investigación Científica de Yucatán, Mérida, Yucatán, México
| | - Geovanny I Nic-Can
- CONACYT Research Fellow-Facultad de Ingeniería Química, Universidad Autónoma de Yucatán, Mérida, Yucatán, Mexico
| | - Rosa María Galaz Avalos
- Unidad de Bioquímica y Biologia Molecular de Plantas, Centro de Investigación Científica de Yucatán, Mérida, Yucatán, México
| | - Víctor M Loyola-Vargas
- Unidad de Bioquímica y Biologia Molecular de Plantas, Centro de Investigación Científica de Yucatán, Mérida, Yucatán, México
| | - Elsa Gongora-Castillo
- CONACYT Research Fellow-Unidad de Biotecnología, Centro de Investigación Científica de Yucatán, Mérida, Yucatán, México
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Awada R, Campa C, Gibault E, Déchamp E, Georget F, Lepelley M, Abdallah C, Erban A, Martinez-Seidel F, Kopka J, Legendre L, Léran S, Conéjéro G, Verdeil JL, Crouzillat D, Breton D, Bertrand B, Etienne H. Unravelling the Metabolic and Hormonal Machinery During Key Steps of Somatic Embryogenesis: A Case Study in Coffee. Int J Mol Sci 2019; 20:ijms20194665. [PMID: 31547069 PMCID: PMC6802359 DOI: 10.3390/ijms20194665] [Citation(s) in RCA: 6] [Impact Index Per Article: 1.2] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/20/2019] [Revised: 09/17/2019] [Accepted: 09/18/2019] [Indexed: 12/11/2022] Open
Abstract
Somatic embryogenesis (SE) is one of the most promising processes for large-scale dissemination of elite varieties. However, for many plant species, optimizing SE protocols still relies on a trial-and-error approach. Using coffee as a model plant, we report here the first global analysis of metabolome and hormone dynamics aiming to unravel mechanisms regulating cell fate and totipotency. Sampling from leaf explant dedifferentiation until embryo development covered 15 key stages. An in-depth statistical analysis performed on 104 metabolites revealed that massive re-configuration of metabolic pathways induced SE. During initial dedifferentiation, a sharp decrease in phenolic compounds and caffeine levels was also observed while auxins, cytokinins and ethylene levels were at their highest. Totipotency reached its highest expression during the callus stages when a shut-off in hormonal and metabolic pathways related to sugar and energetic substance hydrolysis was evidenced. Abscisic acid, leucine, maltotriose, myo-inositol, proline, tricarboxylic acid cycle metabolites and zeatin appeared as key metabolic markers of the embryogenic capacity. Combining metabolomics with multiphoton microscopy led to the identification of chlorogenic acids as markers of embryo redifferentiation. The present analysis shows that metabolite fingerprints are signatures of cell fate and represent a starting point for optimizing SE protocols in a rational way.
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Affiliation(s)
- Rayan Awada
- Nestlé Research-Plant Science Unit, 101 avenue Gustave Eiffel, F-37097 Tours CEDEX 2, France.
- CIRAD (Centre de coopération internationale en recherche agronomique pour le développement), UMR IPME, F-34398 Montpellier, France.
- UMR IPME (Interactions Plantes Microorganismes Environnement), University of Montpellier, CIRAD, IRD, F-34398 Montpellier, France.
| | - Claudine Campa
- UMR IPME (Interactions Plantes Microorganismes Environnement), University of Montpellier, CIRAD, IRD, F-34398 Montpellier, France.
- IRD (Institut de recherche pour le développement), UMR IPME, F-34398 Montpellier, France.
| | - Estelle Gibault
- Nestlé Research-Plant Science Unit, 101 avenue Gustave Eiffel, F-37097 Tours CEDEX 2, France.
| | - Eveline Déchamp
- CIRAD (Centre de coopération internationale en recherche agronomique pour le développement), UMR IPME, F-34398 Montpellier, France.
- UMR IPME (Interactions Plantes Microorganismes Environnement), University of Montpellier, CIRAD, IRD, F-34398 Montpellier, France.
| | - Frédéric Georget
- CIRAD (Centre de coopération internationale en recherche agronomique pour le développement), UMR IPME, F-34398 Montpellier, France.
- UMR IPME (Interactions Plantes Microorganismes Environnement), University of Montpellier, CIRAD, IRD, F-34398 Montpellier, France.
| | - Maud Lepelley
- Nestlé Research-Plant Science Unit, 101 avenue Gustave Eiffel, F-37097 Tours CEDEX 2, France.
| | - Cécile Abdallah
- UMR IPME (Interactions Plantes Microorganismes Environnement), University of Montpellier, CIRAD, IRD, F-34398 Montpellier, France.
- IRD (Institut de recherche pour le développement), UMR IPME, F-34398 Montpellier, France.
| | - Alexander Erban
- Max Planck Institute for Molecular Plant Physiology, Am Muehlenberg 1, D-14476 Golm, Germany.
| | | | - Joachim Kopka
- Max Planck Institute for Molecular Plant Physiology, Am Muehlenberg 1, D-14476 Golm, Germany.
| | - Laurent Legendre
- Université de Lyon (Université Lyon 1, CNRS, UMR5557, Ecologie Microbienne, INRA, UMR1418), F-69622 Lyon, France.
| | - Sophie Léran
- CIRAD (Centre de coopération internationale en recherche agronomique pour le développement), UMR IPME, F-34398 Montpellier, France.
- UMR IPME (Interactions Plantes Microorganismes Environnement), University of Montpellier, CIRAD, IRD, F-34398 Montpellier, France.
| | - Geneviève Conéjéro
- Histocytology and Plant Cell Imaging platform PHIV, UMR AGAP (CIRAD, INRA, SupAgro)-UMR B&PMP (INRA, CNRS, SupAgro, University of Montpellier), F-34095 Montpellier, France.
| | - Jean-Luc Verdeil
- Histocytology and Plant Cell Imaging platform PHIV, UMR AGAP (CIRAD, INRA, SupAgro)-UMR B&PMP (INRA, CNRS, SupAgro, University of Montpellier), F-34095 Montpellier, France.
| | - Dominique Crouzillat
- Nestlé Research-Plant Science Unit, 101 avenue Gustave Eiffel, F-37097 Tours CEDEX 2, France.
| | - David Breton
- Nestlé Research-Plant Science Unit, 101 avenue Gustave Eiffel, F-37097 Tours CEDEX 2, France.
| | - Benoît Bertrand
- CIRAD (Centre de coopération internationale en recherche agronomique pour le développement), UMR IPME, F-34398 Montpellier, France.
- UMR IPME (Interactions Plantes Microorganismes Environnement), University of Montpellier, CIRAD, IRD, F-34398 Montpellier, France.
| | - Hervé Etienne
- CIRAD (Centre de coopération internationale en recherche agronomique pour le développement), UMR IPME, F-34398 Montpellier, France.
- UMR IPME (Interactions Plantes Microorganismes Environnement), University of Montpellier, CIRAD, IRD, F-34398 Montpellier, France.
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Metabolome and Transcriptome Association Analysis Reveals Dynamic Regulation of Purine Metabolism and Flavonoid Synthesis in Transdifferentiation during Somatic Embryogenesis in Cotton. Int J Mol Sci 2019; 20:ijms20092070. [PMID: 31027387 PMCID: PMC6539419 DOI: 10.3390/ijms20092070] [Citation(s) in RCA: 41] [Impact Index Per Article: 8.2] [Reference Citation Analysis] [Abstract] [Key Words] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/13/2019] [Revised: 04/21/2019] [Accepted: 04/24/2019] [Indexed: 01/08/2023] Open
Abstract
Plant regeneration via somatic embryogenesis (SE) is a key step during genetic engineering. In the current study, integrated widely targeted metabolomics and RNA sequencing were performed to investigate the dynamic metabolic and transcriptional profiling of cotton SE. Our data revealed that a total of 581 metabolites were present in nonembryogenic staged calli (NEC), primary embryogenic calli (PEC), and initiation staged globular embryos (GE). Of the differentially accumulated metabolites (DAMs), nucleotides, and lipids were specifically accumulated during embryogenic differentiation, whereas flavones and hydroxycinnamoyl derivatives were accumulated during somatic embryo development. Additionally, metabolites related to purine metabolism were significantly enriched in PEC vs. NEC, whereas in GE vs. PEC, DAMs were remarkably associated with flavonoid biosynthesis. An association analysis of the metabolome and transcriptome data indicated that purine metabolism and flavonoid biosynthesis were co-mapped based on the Kyoto encyclopedia of genes and genomes (KEGG) database. Moreover, purine metabolism-related genes associated with signal recognition, transcription, stress, and lipid binding were significantly upregulated. Moreover, several classic somatic embryogenesis (SE) genes were highly correlated with their corresponding metabolites that were involved in purine metabolism and flavonoid biosynthesis. The current study identified a series of potential metabolites and corresponding genes responsible for SE transdifferentiation, which provides a valuable foundation for a deeper understanding of the regulatory mechanisms underlying cell totipotency at the molecular and biochemical levels.
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Zhang H, Chen J, Zhang F, Song Y. Transcriptome analysis of callus from melon. Gene 2019; 684:131-138. [PMID: 30321656 DOI: 10.1016/j.gene.2018.10.037] [Citation(s) in RCA: 7] [Impact Index Per Article: 1.4] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/18/2017] [Revised: 09/21/2018] [Accepted: 10/11/2018] [Indexed: 11/26/2022]
Abstract
OBJECTIVE To identify the key genes promoting the differentiation of melon non-embryogenic callus into embryogenic callus. METHODS The transcriptome sequencing analysis was used to analyze the mRNA sequence in embryogenic callus (Z) and non-embryogenic callus (F); transcript mapping, gene expression analysis, cluster analysis, classification analysis and enrichment analysis were then used to detect the differentially expressed genes and enriched pathways. RESULTS The correlation coefficient between sample Z and sample F was 0.929 after transcript mapping. The overall gene expression levels in sample Z were higher as compared with sample F. Furthermore, cluster analysis showed that the expression of genes involved in photosynthesis was increased in sample Z when comparing to F. Besides, the classification of differential Gene Ontology (GO) showed that many metabolic processes were affected with the metabolism enhanced in embryogenic callus. Interestingly, Kyoto Encyclopedia of Genes and Genomes (KEGG) enrichment analysis further demonstrated the high metabolic activity and active secondary metabolite formation in the embryogenic callus. CONCLUSION The genes associated with photosynthesis, metabolic pathways and biosynthesis of secondary metabolites may promote the differentiation of callus into embryogenic callus.
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Affiliation(s)
- Huijun Zhang
- Anhui Key Laboratory of Plant Resources and Biology, School of Life Science, Huaibei Normal University, No. 100 Dongshan Road, Huaibei 235000, Anhui Province, China; Key Laboratory of Biology and Genetic Improvement of Horticultural Crops (Northeast Region), Ministry of Agriculture/Northeast Agricultural University, Haerbing 150030, Heilongjiang Province, China
| | - Jinfeng Chen
- College of Horticulture, Nanjing Agricultural University, NO.1 weigang, Nanjing 210095, Jiangsu, China.
| | - Fei Zhang
- Anhui Key Laboratory of Plant Resources and Biology, School of Life Science, Huaibei Normal University, No. 100 Dongshan Road, Huaibei 235000, Anhui Province, China
| | - Yunxian Song
- Anhui Key Laboratory of Plant Resources and Biology, School of Life Science, Huaibei Normal University, No. 100 Dongshan Road, Huaibei 235000, Anhui Province, China
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Pais MS. Somatic Embryogenesis Induction in Woody Species: The Future After OMICs Data Assessment. FRONTIERS IN PLANT SCIENCE 2019; 10:240. [PMID: 30984207 PMCID: PMC6447717 DOI: 10.3389/fpls.2019.00240] [Citation(s) in RCA: 19] [Impact Index Per Article: 3.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Subscribe] [Scholar Register] [Received: 10/17/2018] [Accepted: 02/12/2019] [Indexed: 05/15/2023]
Abstract
Very early somatic embryogenesis has been recognized as a powerful method to propagate plants in vitro. For some woody species and in particular for some coniferous trees, somatic embryogenesis induction has become a routine procedure. For the majority, the application of this technology presents yet many limitations especially due to the genotype, the induction conditions, the number of embryos produced, maturation, and conversion, among other factors that compromise the systematic use of somatic embryogenesis for commercial purposes especially of woody species and forest trees in particular. The advancements obtained on somatic embryogenesis in Arabidopsis and the development of OMIC technologies allowed the characterization of genes and the corresponding proteins that are conserved in woody species. This knowledge will help in understanding the molecular mechanisms underlying the complex regulatory networks that control somatic embryogenesis in woody plants. In this revision, we report on developments of OMICs (genomics, transcriptomics, metabolomics, and proteomics) applied to somatic embryogenesis induction and its contribution for understanding the change of fate giving rise to the expression of somatic embryogenesis competence.
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Xin J, Zhang RC, Wang L, Zhang YQ. Researches on Transcriptome Sequencing in the Study of Traditional Chinese Medicine. EVIDENCE-BASED COMPLEMENTARY AND ALTERNATIVE MEDICINE : ECAM 2017; 2017:7521363. [PMID: 28900463 PMCID: PMC5576426 DOI: 10.1155/2017/7521363] [Citation(s) in RCA: 14] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Subscribe] [Scholar Register] [Received: 12/04/2016] [Revised: 04/21/2017] [Accepted: 05/16/2017] [Indexed: 12/12/2022]
Abstract
Due to its incomparable advantages, the application of transcriptome sequencing in the study of traditional Chinese medicine attracts more and more attention of researchers, which greatly promote the development of traditional Chinese medicine. In this paper, the applications of transcriptome sequencing in traditional Chinese medicine were summarized by reviewing recent related papers.
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Affiliation(s)
- Jie Xin
- School of Pharmacy, Shan Dong University of Traditional Chinese Medicine, Jinan 250355, China
| | - Rong-chao Zhang
- School of Pharmacy, Shan Dong University of Traditional Chinese Medicine, Jinan 250355, China
| | - Lei Wang
- School of Pharmacy, Shan Dong University of Traditional Chinese Medicine, Jinan 250355, China
| | - Yong-qing Zhang
- School of Pharmacy, Shan Dong University of Traditional Chinese Medicine, Jinan 250355, China
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