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Zhang R, Li C, Guo R, Li Z, Zhang B. Harnessing Jasmonate Pathways: PgJAR1's Impact on Ginsenoside Accumulation in Ginseng. PLANTS (BASEL, SWITZERLAND) 2025; 14:847. [PMID: 40265796 PMCID: PMC11945057 DOI: 10.3390/plants14060847] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 01/02/2025] [Revised: 02/25/2025] [Accepted: 03/06/2025] [Indexed: 04/24/2025]
Abstract
Ginsenosides, the most active components in Panax ginseng, exhibit pharmacological and therapeutic properties but are limited by their low abundance. Jasmonates (JAs), a class of stress-induced phytohormones, are integral in modulating plant defense responses and the biosynthesis of secondary metabolites, including ginsenosides. Jasmonoyl-isoleucine (JA-Ile), the primary bioactive JA compound, is biosynthesized by JA-Ile synthase 1 (JAR1). In this study, we cloned the 1555 bp PgJAR1 gene from ginseng roots and analyzed its structure, enzyme activity, and expression pattern. The PgJAR1 protein encompasses all the hallmark elements characteristic of the GH3 family. It exhibits N/C-terminal domains analogous to ANL, three ATP/AMP-binding motifs, and distinct secondary structures: an N-terminal beta-barrel with beta-sheets and alpha-helices, and a C-terminal beta-sheet surrounded by alpha-helices, similarly to AtGH3.11/AtJAR1. The recombinant PgJAR1 enzyme expressed in Escherichia coli BL21 specifically catalyzed jasmonic acid (JA) to JA-Ile. PgJAR1 is predominantly expressed in leaves and is upregulated by MeJA treatment. Moderate transient overexpression of PgJAR1 promoted the biosynthesis of both JA-Ile and ginsenosides, highlighting the crucial role of PgJAR1 in JA-Ile biosynthesis and its positive impact on ginsenoside accumulation. Nevertheless, elevated JA-Ile levels can impede cellular growth, reducing ginsenoside production. Consequently, balancing JA-Ile biosynthesis through PgJAR1 expression is essential for optimizing ginseng cultivation and enhancing its medicinal properties. Modulating endogenous JA-Ile levels offers a strategy for increasing ginsenoside production in ginseng plants.
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Affiliation(s)
- Ru Zhang
- College of Materials and Chemical Engineering, Hunan Institute of Engineering, Xiangtan 411104, China; (C.L.); (R.G.); (Z.L.); (B.Z.)
- Innovation Institute of Advanced Functional Materials, Hunan Institute of Engineering, Xiangtan 411104, China
| | - Chao Li
- College of Materials and Chemical Engineering, Hunan Institute of Engineering, Xiangtan 411104, China; (C.L.); (R.G.); (Z.L.); (B.Z.)
- Innovation Institute of Advanced Functional Materials, Hunan Institute of Engineering, Xiangtan 411104, China
| | - Rui Guo
- College of Materials and Chemical Engineering, Hunan Institute of Engineering, Xiangtan 411104, China; (C.L.); (R.G.); (Z.L.); (B.Z.)
- Innovation Institute of Advanced Functional Materials, Hunan Institute of Engineering, Xiangtan 411104, China
| | - Zhaoying Li
- College of Materials and Chemical Engineering, Hunan Institute of Engineering, Xiangtan 411104, China; (C.L.); (R.G.); (Z.L.); (B.Z.)
- Innovation Institute of Advanced Functional Materials, Hunan Institute of Engineering, Xiangtan 411104, China
| | - Bianling Zhang
- College of Materials and Chemical Engineering, Hunan Institute of Engineering, Xiangtan 411104, China; (C.L.); (R.G.); (Z.L.); (B.Z.)
- Innovation Institute of Advanced Functional Materials, Hunan Institute of Engineering, Xiangtan 411104, China
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Marqués-Gálvez JE, Pandharikar G, Basso V, Kohler A, Lackus ND, Barry K, Keymanesh K, Johnson J, Singan V, Grigoriev IV, Vilgalys R, Martin F, Veneault-Fourrey C. Populus MYC2 orchestrates root transcriptional reprogramming of defence pathway to impair Laccaria bicolor ectomycorrhizal development. THE NEW PHYTOLOGIST 2024; 242:658-674. [PMID: 38375883 DOI: 10.1111/nph.19609] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 12/12/2023] [Accepted: 01/30/2024] [Indexed: 02/21/2024]
Abstract
The jasmonic acid (JA) signalling pathway plays an important role in the establishment of the ectomycorrhizal symbiosis. The Laccaria bicolor effector MiSSP7 stabilizes JA corepressor JAZ6, thereby inhibiting the activity of Populus MYC2 transcription factors. Although the role of MYC2 in orchestrating plant defences against pathogens is well established, its exact contribution to ECM symbiosis remains unclear. This information is crucial for understanding the balance between plant immunity and symbiotic relationships. Transgenic poplars overexpressing or silencing for the two paralogues of MYC2 transcription factor (MYC2s) were produced, and their ability to establish ectomycorrhiza was assessed. Transcriptomics and DNA affinity purification sequencing were performed. MYC2s overexpression led to a decrease in fungal colonization, whereas its silencing increased it. The enrichment of terpene synthase genes in the MYC2-regulated gene set suggests a complex interplay between the host monoterpenes and fungal growth. Several root monoterpenes have been identified as inhibitors of fungal growth and ECM symbiosis. Our results highlight the significance of poplar MYC2s and terpenes in mutualistic symbiosis by controlling root fungal colonization. We identified poplar genes which direct or indirect control by MYC2 is required for ECM establishment. These findings deepen our understanding of the molecular mechanisms underlying ECM symbiosis.
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Affiliation(s)
- José Eduardo Marqués-Gálvez
- Université de Lorraine, INRAE, UMR 1136 Interactions Arbres-Microorganismes, Centre INRAE Grand Est-Nancy, Champenoux, 54280, France
| | - Gaurav Pandharikar
- Université de Lorraine, INRAE, UMR 1136 Interactions Arbres-Microorganismes, Centre INRAE Grand Est-Nancy, Champenoux, 54280, France
| | - Veronica Basso
- Université de Lorraine, INRAE, UMR 1136 Interactions Arbres-Microorganismes, Centre INRAE Grand Est-Nancy, Champenoux, 54280, France
| | - Annegret Kohler
- Université de Lorraine, INRAE, UMR 1136 Interactions Arbres-Microorganismes, Centre INRAE Grand Est-Nancy, Champenoux, 54280, France
| | - Nathalie D Lackus
- Lehrstuhl für Pharmazeutische Biologie, Julius-von-Sachs-Institut für Biowissenschaften, Julius-Maximilians-Universität Würzburg, Julius-von-Sachs-Platz 2, Würzburg, 97082, Deutschland
| | - Kerrie Barry
- US Department of Energy, Joint Genome Institute, Lawrence Berkeley National Laboratory, Berkeley, CA, 94720, USA
| | - Keykhosrow Keymanesh
- US Department of Energy, Joint Genome Institute, Lawrence Berkeley National Laboratory, Berkeley, CA, 94720, USA
| | - Jenifer Johnson
- US Department of Energy, Joint Genome Institute, Lawrence Berkeley National Laboratory, Berkeley, CA, 94720, USA
| | - Vasanth Singan
- US Department of Energy, Joint Genome Institute, Lawrence Berkeley National Laboratory, Berkeley, CA, 94720, USA
| | - Igor V Grigoriev
- US Department of Energy, Joint Genome Institute, Lawrence Berkeley National Laboratory, Berkeley, CA, 94720, USA
- Department of Plant and Microbial Biology, University of California Berkeley, Berkeley, CA, 94720, USA
| | - Rytas Vilgalys
- Department of Biology, Duke University, Durham, NC, 27708, USA
| | - Francis Martin
- Université de Lorraine, INRAE, UMR 1136 Interactions Arbres-Microorganismes, Centre INRAE Grand Est-Nancy, Champenoux, 54280, France
| | - Claire Veneault-Fourrey
- Université de Lorraine, INRAE, UMR 1136 Interactions Arbres-Microorganismes, Centre INRAE Grand Est-Nancy, Champenoux, 54280, France
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Luo C, Qiu J, Zhang Y, Li M, Liu P. Jasmonates Coordinate Secondary with Primary Metabolism. Metabolites 2023; 13:1008. [PMID: 37755288 PMCID: PMC10648981 DOI: 10.3390/metabo13091008] [Citation(s) in RCA: 14] [Impact Index Per Article: 7.0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/02/2023] [Revised: 08/28/2023] [Accepted: 09/05/2023] [Indexed: 09/28/2023] Open
Abstract
Jasmonates (JAs), including jasmonic acid (JA), its precursor 12-oxo-phytodienoic acid (OPDA) and its derivatives jasmonoyl-isoleucine (JA-Ile), methyl jasmonate (MeJA), cis-jasmone (CJ) and other oxylipins, are important in the regulation of a range of ecological interactions of plants with their abiotic and particularly their biotic environments. Plant secondary/specialized metabolites play critical roles in implementing these ecological functions of JAs. Pathway and transcriptional regulation analyses have established a central role of JA-Ile-mediated core signaling in promoting the biosynthesis of a great diversity of secondary metabolites. Here, we summarized the advances in JAs-induced secondary metabolites, particularly in secondary metabolites induced by OPDA and volatile organic compounds (VOCs) induced by CJ through signaling independent of JA-Ile. The roles of JAs in integrating and coordinating the primary and secondary metabolism, thereby orchestrating plant growth-defense tradeoffs, were highlighted and discussed. Finally, we provided perspectives on the improvement of the adaptability and resilience of plants to changing environments and the production of valuable phytochemicals by exploiting JAs-regulated secondary metabolites.
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Affiliation(s)
- Chen Luo
- Department of Ecology, College of Resources and Environmental Sciences, China Agricultural University, Beijing 100193, China
| | - Jianfang Qiu
- Department of Ecology, College of Resources and Environmental Sciences, China Agricultural University, Beijing 100193, China
| | - Yu Zhang
- Department of Ecology, College of Resources and Environmental Sciences, China Agricultural University, Beijing 100193, China
| | - Mengya Li
- Department of Ecology, College of Resources and Environmental Sciences, China Agricultural University, Beijing 100193, China
| | - Pei Liu
- Department of Ecology, College of Resources and Environmental Sciences, China Agricultural University, Beijing 100193, China
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Neelam A, Tabassum S. Optical Sensing Technologies to Elucidate the Interplay between Plant and Microbes. MICROMACHINES 2023; 14:195. [PMID: 36677256 PMCID: PMC9866067 DOI: 10.3390/mi14010195] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Figures] [Subscribe] [Scholar Register] [Received: 12/30/2022] [Revised: 01/08/2023] [Accepted: 01/09/2023] [Indexed: 06/17/2023]
Abstract
Plant-microbe interactions are critical for ecosystem functioning and driving rhizosphere processes. To fully understand the communication pathways between plants and rhizosphere microbes, it is crucial to measure the numerous processes that occur in the plant and the rhizosphere. The present review first provides an overview of how plants interact with their surrounding microbial communities, and in turn, are affected by them. Next, different optical biosensing technologies that elucidate the plant-microbe interactions and provide pathogenic detection are summarized. Currently, most of the biosensors used for detecting plant parameters or microbial communities in soil are centered around genetically encoded optical and electrochemical biosensors that are often not suitable for field applications. Such sensors require substantial effort and cost to develop and have their limitations. With a particular focus on the detection of root exudates and phytohormones under biotic and abiotic stress conditions, novel low-cost and in-situ biosensors must become available to plant scientists.
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Affiliation(s)
| | - Shawana Tabassum
- Department of Electrical Engineering, The University of Texas at Tyler, Tyler, TX 75799, USA
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Li M, Yu G, Cao C, Liu P. Metabolism, signaling, and transport of jasmonates. PLANT COMMUNICATIONS 2021; 2:100231. [PMID: 34746762 PMCID: PMC8555440 DOI: 10.1016/j.xplc.2021.100231] [Citation(s) in RCA: 81] [Impact Index Per Article: 20.3] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 05/26/2021] [Revised: 07/22/2021] [Accepted: 08/09/2021] [Indexed: 05/16/2023]
Abstract
Biosynthesis/metabolism, perception/signaling, and transport are three essential aspects of the actions of phytohormones. Jasmonates (JAs), including jasmonic acid (JA) and related oxylipins, are implicated in the regulation of a range of ecological interactions, as well as developmental programs to integrate these interactions. Jasmonoyl-isoleucine (JA-Ile) is the most bioactive JAs, and perception of JA-Ile by its coreceptor, the Skp1-Cullin1-F-box-type (SCF) protein ubiquitin ligase complex SCFCOI1-JAZ, in the nucleus derepresses the transcriptional repression of target genes. The biosynthesis and metabolism of JAs occur in the plastid, peroxisome, cytosol, endoplasmic reticulum, and vacuole, whereas sensing of JA-Ile levels occurs in the nucleus. It is increasingly apparent that a number of transporters, particularly members of the jasmonates transporter (JAT) family, located at endomembranes as well as the plasma membrane, constitute a network for modulating and coordinating the metabolic flux and signaling of JAs. In this review, we discuss recent advances in the metabolism, signaling, and especially the transport of JAs, focusing on intracellular compartmentation of these processes. The roles of transporter-mediated cell-cell transport in driving long-distance transport and signaling of JAs are also discussed.
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Affiliation(s)
- Mengya Li
- Department of Ecology, College of Resources and Environmental Sciences, China Agricultural University, Beijing 100193, P. R. China
| | - Guanghui Yu
- Department of Ecology, College of Resources and Environmental Sciences, China Agricultural University, Beijing 100193, P. R. China
| | - Congli Cao
- Department of Ecology, College of Resources and Environmental Sciences, China Agricultural University, Beijing 100193, P. R. China
| | - Pei Liu
- Department of Ecology, College of Resources and Environmental Sciences, China Agricultural University, Beijing 100193, P. R. China
- Corresponding author
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Xu DB, Ma YN, Qin TF, Tang WL, Qi XW, Wang X, Liu RC, Fang HL, Chen ZQ, Liang CY, Wu W. Transcriptome-Wide Identification and Characterization of the JAZ Gene Family in Mentha canadensis L. Int J Mol Sci 2021; 22:ijms22168859. [PMID: 34445565 PMCID: PMC8396335 DOI: 10.3390/ijms22168859] [Citation(s) in RCA: 7] [Impact Index Per Article: 1.8] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/21/2021] [Revised: 08/09/2021] [Accepted: 08/12/2021] [Indexed: 12/20/2022] Open
Abstract
Jasmonate ZIM-domain (JAZ) proteins are the crucial transcriptional repressors in the jasmonic acid (JA) signaling process, and they play pervasive roles in plant development, defense, and plant specialized metabolism. Although numerous JAZ gene families have been discovered across several plants, our knowledge about the JAZ gene family remains limited in the economically and medicinally important Chinese herb Mentha canadensis L. Here, seven non-redundant JAZ genes named McJAZ1–McJAZ7 were identified from our reported M. canadensis transcriptome data. Structural, amino acid composition, and phylogenetic analysis showed that seven McJAZ proteins contained the typical zinc-finger inflorescence meristem (ZIM) domain and JA-associated (Jas) domain as conserved as those in other plants, and they were clustered into four groups (A-D) and distributed into five subgroups (A1, A2, B1, B2, and D). Quantitative real-time PCR (qRT-PCR) analysis showed that seven McJAZ genes displayed differential expression patterns in M. canadensis tissues, and preferentially expressed in flowers. Furthermore, the McJAZ genes expression was differentially induced after Methyl jasmonate (MeJA) treatment, and their transcripts were variable and up- or down-regulated under abscisic acid (ABA), drought, and salt treatments. Subcellular localization analysis revealed that McJAZ proteins are localized in the nucleus or cytoplasm. Yeast two-hybrid (Y2H) assays demonstrated that McJAZ1-5 interacted with McCOI1a, a homolog of Arabidopsis JA receptor AtCOI1, in a coronatine-dependent manner, and most of McJAZ proteins could also form homo- or heterodimers. This present study provides valuable basis for functional analysis and exploitation of the potential candidate McJAZ genes for developing efficient strategies for genetic improvement of M. canadensis.
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Affiliation(s)
- Dong-Bei Xu
- College of Agronomy, Sichuan Agricultural University, Chengdu 611130, China; (W.-L.T.); (X.W.); (R.-C.L.)
- Institute of Botany, Jiangsu Province and Chinese Academy of Sciences (Nanjing Botanical Garden Mem. Sun Yat-Sen), No. 1 Qianhu Houcun, Zhongshanmen Wai, Nanjing 210014, China; (Y.-N.M.); (X.-W.Q.); (H.-L.F.); (Z.-Q.C.)
- Correspondence: (D.-B.X.); (C.-Y.L.); (W.W.)
| | - Ya-Nan Ma
- Institute of Botany, Jiangsu Province and Chinese Academy of Sciences (Nanjing Botanical Garden Mem. Sun Yat-Sen), No. 1 Qianhu Houcun, Zhongshanmen Wai, Nanjing 210014, China; (Y.-N.M.); (X.-W.Q.); (H.-L.F.); (Z.-Q.C.)
| | - Teng-Fei Qin
- Henan Collaborative Innovation Center of Modern Biological Breeding, Henan Institute of Sciences and Technology, Xinxiang 453003, China;
| | - Wei-Lin Tang
- College of Agronomy, Sichuan Agricultural University, Chengdu 611130, China; (W.-L.T.); (X.W.); (R.-C.L.)
| | - Xi-Wu Qi
- Institute of Botany, Jiangsu Province and Chinese Academy of Sciences (Nanjing Botanical Garden Mem. Sun Yat-Sen), No. 1 Qianhu Houcun, Zhongshanmen Wai, Nanjing 210014, China; (Y.-N.M.); (X.-W.Q.); (H.-L.F.); (Z.-Q.C.)
| | - Xia Wang
- College of Agronomy, Sichuan Agricultural University, Chengdu 611130, China; (W.-L.T.); (X.W.); (R.-C.L.)
| | - Rui-Cen Liu
- College of Agronomy, Sichuan Agricultural University, Chengdu 611130, China; (W.-L.T.); (X.W.); (R.-C.L.)
| | - Hai-Ling Fang
- Institute of Botany, Jiangsu Province and Chinese Academy of Sciences (Nanjing Botanical Garden Mem. Sun Yat-Sen), No. 1 Qianhu Houcun, Zhongshanmen Wai, Nanjing 210014, China; (Y.-N.M.); (X.-W.Q.); (H.-L.F.); (Z.-Q.C.)
| | - Ze-Qun Chen
- Institute of Botany, Jiangsu Province and Chinese Academy of Sciences (Nanjing Botanical Garden Mem. Sun Yat-Sen), No. 1 Qianhu Houcun, Zhongshanmen Wai, Nanjing 210014, China; (Y.-N.M.); (X.-W.Q.); (H.-L.F.); (Z.-Q.C.)
| | - Cheng-Yuan Liang
- Institute of Botany, Jiangsu Province and Chinese Academy of Sciences (Nanjing Botanical Garden Mem. Sun Yat-Sen), No. 1 Qianhu Houcun, Zhongshanmen Wai, Nanjing 210014, China; (Y.-N.M.); (X.-W.Q.); (H.-L.F.); (Z.-Q.C.)
- Correspondence: (D.-B.X.); (C.-Y.L.); (W.W.)
| | - Wei Wu
- College of Agronomy, Sichuan Agricultural University, Chengdu 611130, China; (W.-L.T.); (X.W.); (R.-C.L.)
- Correspondence: (D.-B.X.); (C.-Y.L.); (W.W.)
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Basso V, Kohler A, Miyauchi S, Singan V, Guinet F, Šimura J, Novák O, Barry KW, Amirebrahimi M, Block J, Daguerre Y, Na H, Grigoriev IV, Martin F, Veneault-Fourrey C. An ectomycorrhizal fungus alters sensitivity to jasmonate, salicylate, gibberellin, and ethylene in host roots. PLANT, CELL & ENVIRONMENT 2020; 43:1047-1068. [PMID: 31834634 DOI: 10.1111/pce.13702] [Citation(s) in RCA: 21] [Impact Index Per Article: 4.2] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 07/24/2019] [Accepted: 12/04/2019] [Indexed: 06/10/2023]
Abstract
The phytohormones jasmonate, gibberellin, salicylate, and ethylene regulate an interconnected reprogramming network integrating root development with plant responses against microbes. The establishment of mutualistic ectomycorrhizal symbiosis requires the suppression of plant defense responses against fungi as well as the modification of root architecture and cortical cell wall properties. Here, we investigated the contribution of phytohormones and their crosstalk to the ontogenesis of ectomycorrhizae (ECM) between grey poplar (Populus tremula x alba) roots and the fungus Laccaria bicolor. To obtain the hormonal blueprint of developing ECM, we quantified the concentrations of jasmonates, gibberellins, and salicylate via liquid chromatography-tandem mass spectrometry. Subsequently, we assessed root architecture, mycorrhizal morphology, and gene expression levels (RNA sequencing) in phytohormone-treated poplar lateral roots in the presence or absence of L. bicolor. Salicylic acid accumulated in mid-stage ECM. Exogenous phytohormone treatment affected the fungal colonization rate and/or frequency of Hartig net formation. Colonized lateral roots displayed diminished responsiveness to jasmonate but regulated some genes, implicated in defense and cell wall remodelling, that were specifically differentially expressed after jasmonate treatment. Responses to salicylate, gibberellin, and ethylene were enhanced in ECM. The dynamics of phytohormone accumulation and response suggest that jasmonate, gibberellin, salicylate, and ethylene signalling play multifaceted roles in poplar L. bicolor ectomycorrhizal development.
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Affiliation(s)
- Veronica Basso
- INRA, UMR Interactions Arbres/Microorganismes (IAM), Laboratoire d'excellence Recherches Avancés sur la Biologie de l'Arbre et les Ecosystèmes Forestiers (LabEx ARBRE), Centre INRA Grand-Est, University of Lorraine, Champenoux, France
| | - Annegret Kohler
- INRA, UMR Interactions Arbres/Microorganismes (IAM), Laboratoire d'excellence Recherches Avancés sur la Biologie de l'Arbre et les Ecosystèmes Forestiers (LabEx ARBRE), Centre INRA Grand-Est, University of Lorraine, Champenoux, France
| | - Shingo Miyauchi
- INRA, UMR Interactions Arbres/Microorganismes (IAM), Laboratoire d'excellence Recherches Avancés sur la Biologie de l'Arbre et les Ecosystèmes Forestiers (LabEx ARBRE), Centre INRA Grand-Est, University of Lorraine, Champenoux, France
| | - Vasanth Singan
- Joint Genome Institute (JGI), US Department of Energy, Walnut Creek, California
| | - Frédéric Guinet
- INRA, UMR Interactions Arbres/Microorganismes (IAM), Laboratoire d'excellence Recherches Avancés sur la Biologie de l'Arbre et les Ecosystèmes Forestiers (LabEx ARBRE), Centre INRA Grand-Est, University of Lorraine, Champenoux, France
| | - Jan Šimura
- Laboratory of Growth, Palacký University, Faculty of Science & The Czech Academy of Sciences, Institute of Experimental Botany, Olomouc, The Czech Republic
| | - Ondřej Novák
- Laboratory of Growth, Palacký University, Faculty of Science & The Czech Academy of Sciences, Institute of Experimental Botany, Olomouc, The Czech Republic
| | - Kerrie W Barry
- Joint Genome Institute (JGI), US Department of Energy, Walnut Creek, California
| | - Mojgan Amirebrahimi
- Joint Genome Institute (JGI), US Department of Energy, Walnut Creek, California
| | - Jonathan Block
- INRA, UMR Interactions Arbres/Microorganismes (IAM), Laboratoire d'excellence Recherches Avancés sur la Biologie de l'Arbre et les Ecosystèmes Forestiers (LabEx ARBRE), Centre INRA Grand-Est, University of Lorraine, Champenoux, France
| | - Yohann Daguerre
- INRA, UMR Interactions Arbres/Microorganismes (IAM), Laboratoire d'excellence Recherches Avancés sur la Biologie de l'Arbre et les Ecosystèmes Forestiers (LabEx ARBRE), Centre INRA Grand-Est, University of Lorraine, Champenoux, France
- Forest Genetics and Plant Physiology, Umeå Plant Science Centre, Umeå, Sweden
| | - Hyunsoo Na
- Joint Genome Institute (JGI), US Department of Energy, Walnut Creek, California
| | - Igor V Grigoriev
- Joint Genome Institute (JGI), US Department of Energy, Walnut Creek, California
- Department of Plant and Microbial Biology, University of California Berkeley, Berkeley, California
| | - Francis Martin
- INRA, UMR Interactions Arbres/Microorganismes (IAM), Laboratoire d'excellence Recherches Avancés sur la Biologie de l'Arbre et les Ecosystèmes Forestiers (LabEx ARBRE), Centre INRA Grand-Est, University of Lorraine, Champenoux, France
- Beijing Advanced Innovation Center for Tree Breeding by Molecular Design, Beijing Forestry University, Beijing, China
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