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Hosseiniyan Khatibi SM, Dimaano NG, Veliz E, Sundaresan V, Ali J. Exploring and exploiting the rice phytobiome to tackle climate change challenges. PLANT COMMUNICATIONS 2024; 5:101078. [PMID: 39233440 PMCID: PMC11671768 DOI: 10.1016/j.xplc.2024.101078] [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: 04/27/2024] [Revised: 08/07/2024] [Accepted: 09/02/2024] [Indexed: 09/06/2024]
Abstract
The future of agriculture is uncertain under the current climate change scenario. Climate change directly and indirectly affects the biotic and abiotic elements that control agroecosystems, jeopardizing the safety of the world's food supply. A new area that focuses on characterizing the phytobiome is emerging. The phytobiome comprises plants and their immediate surroundings, involving numerous interdependent microscopic and macroscopic organisms that affect the health and productivity of plants. Phytobiome studies primarily focus on the microbial communities associated with plants, which are referred to as the plant microbiome. The development of high-throughput sequencing technologies over the past 10 years has dramatically advanced our understanding of the structure, functionality, and dynamics of the phytobiome; however, comprehensive methods for using this knowledge are lacking, particularly for major crops such as rice. Considering the impact of rice production on world food security, gaining fresh perspectives on the interdependent and interrelated components of the rice phytobiome could enhance rice production and crop health, sustain rice ecosystem function, and combat the effects of climate change. Our review re-conceptualizes the complex dynamics of the microscopic and macroscopic components in the rice phytobiome as influenced by human interventions and changing environmental conditions driven by climate change. We also discuss interdisciplinary and systematic approaches to decipher and reprogram the sophisticated interactions in the rice phytobiome using novel strategies and cutting-edge technology. Merging the gigantic datasets and complex information on the rice phytobiome and their application in the context of regenerative agriculture could lead to sustainable rice farming practices that are resilient to the impacts of climate change.
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Affiliation(s)
| | - Niña Gracel Dimaano
- International Rice Research Institute, Los Baños, Laguna, Philippines; College of Agriculture and Food Science, University of the Philippines Los Baños, Los Baños, Laguna, Philippines
| | - Esteban Veliz
- College of Biological Sciences, University of California, Davis, Davis, CA, USA
| | - Venkatesan Sundaresan
- College of Biological Sciences, University of California, Davis, Davis, CA, USA; College of Agricultural and Environmental Sciences, University of California, Davis, Davis, CA, USA
| | - Jauhar Ali
- International Rice Research Institute, Los Baños, Laguna, Philippines.
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Zhou S, Zhang R, Wang Q, Zhu J, Zhou J, Sun Y, Shen S, Luo J. OsbHLH5 Synergically Regulates Phenolamide and Diterpenoid Phytoalexins Involved in the Defense of Rice Against Pathogens. Int J Mol Sci 2024; 25:12152. [PMID: 39596224 PMCID: PMC11595221 DOI: 10.3390/ijms252212152] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/18/2024] [Revised: 10/25/2024] [Accepted: 11/09/2024] [Indexed: 11/28/2024] Open
Abstract
Rice (Oryza sativa) produces phenolamides and diterpenoids as major phytoalexins. Although the biosynthetic pathways of phenolamides and diterpenoids in plants have been revealed, knowledge of their accumulation regulatory mechanisms remains limited, and, in particular, no co-regulatory factor has been identified to date. Here, using a combined co-expression and evolutionary analysis, we identified the basic helix-loop-helix (bHLH) transcription factor OsbHLH5 as a positive bifunctional regulator of phenolamide and diterpenoid biosynthesis in rice. Metabolomic analysis revealed that OsbHLH5 significantly increased the content of phenolamides (such as feruloyl tryptamine (Fer-Trm) and p-coumaroyl tyramine (Cou-Tyr)) and diterpenoid phytoalexins (such as momilactones A, momilactones B) in the overexpression lines, while their content was reduced in the OsbHLH5 knockout lines. Gene expression and dual-luciferase assays revealed that OsbHLH5 activates phenolamide biosynthetic genes (including putrescine hydroxycinnamoyltransferase 3 (OsPHT3), tyramine hydroxycinnamoyltransferases 1/2 (OsTHT1/2), and tryptamine benzoyltransferase 2 (OsTBT2)) as well as diterpenoid biosynthetic genes (including copalyl diphosphate synthase 4 (OsCPS4) and kaurene synthase-like 4/7/10/11 (OsKSL4/7/10/11)). Furthermore, we have demonstrated that OsbHLH5 is induced by jasmonic acid (JA), while pathogen inoculation assays indicated that the overexpression of OsbHLH5 in transgenic rice plants leads to enhanced resistance to Xanthomonas oryzae pv. oryzae (Xoo). Overall, we have identified a positive regulator of phenolamide and diterpenoid biosynthesis and have demonstrated that biotic stress induces phytoalexin accumulation partly in an OsbHLH5-dependent manner, providing new insights into the metabolic interactions involved in pathogen response and offering valuable gene resources for the development, through genetic improvement, of new rice varieties that are resistant to diseases.
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Affiliation(s)
- Shen Zhou
- National Key Laboratory for Tropical Crop Breeding, School of Breeding and Multiplication (Sanya Institute of Breeding and Multiplication), Hainan University, Sanya 572025, China; (S.Z.); (R.Z.); (Q.W.); (J.Z.); (J.Z.); (Y.S.)
- Yazhouwan National Laboratory, Sanya 572025, China
| | - Ran Zhang
- National Key Laboratory for Tropical Crop Breeding, School of Breeding and Multiplication (Sanya Institute of Breeding and Multiplication), Hainan University, Sanya 572025, China; (S.Z.); (R.Z.); (Q.W.); (J.Z.); (J.Z.); (Y.S.)
| | - Qiming Wang
- National Key Laboratory for Tropical Crop Breeding, School of Breeding and Multiplication (Sanya Institute of Breeding and Multiplication), Hainan University, Sanya 572025, China; (S.Z.); (R.Z.); (Q.W.); (J.Z.); (J.Z.); (Y.S.)
| | - Jinjin Zhu
- National Key Laboratory for Tropical Crop Breeding, School of Breeding and Multiplication (Sanya Institute of Breeding and Multiplication), Hainan University, Sanya 572025, China; (S.Z.); (R.Z.); (Q.W.); (J.Z.); (J.Z.); (Y.S.)
| | - Junjie Zhou
- National Key Laboratory for Tropical Crop Breeding, School of Breeding and Multiplication (Sanya Institute of Breeding and Multiplication), Hainan University, Sanya 572025, China; (S.Z.); (R.Z.); (Q.W.); (J.Z.); (J.Z.); (Y.S.)
| | - Yangyang Sun
- National Key Laboratory for Tropical Crop Breeding, School of Breeding and Multiplication (Sanya Institute of Breeding and Multiplication), Hainan University, Sanya 572025, China; (S.Z.); (R.Z.); (Q.W.); (J.Z.); (J.Z.); (Y.S.)
| | | | - Jie Luo
- National Key Laboratory for Tropical Crop Breeding, School of Breeding and Multiplication (Sanya Institute of Breeding and Multiplication), Hainan University, Sanya 572025, China; (S.Z.); (R.Z.); (Q.W.); (J.Z.); (J.Z.); (Y.S.)
- Yazhouwan National Laboratory, Sanya 572025, China
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Cheaib M, Nguyen HT, Couderc M, Serret J, Soriano A, Larmande P, Richter C, Junker BH, Raorane ML, Petitot AS, Champion A. Transcriptomic and metabolomic reveal OsCOI2 as the jasmonate-receptor master switch in rice root. PLoS One 2024; 19:e0311136. [PMID: 39466751 PMCID: PMC11516173 DOI: 10.1371/journal.pone.0311136] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/21/2024] [Accepted: 09/10/2024] [Indexed: 10/30/2024] Open
Abstract
Jasmonate is an essential phytohormone involved in plant development and stress responses. Its perception occurs through the CORONATINE INSENSITIVE (COI) nuclear receptor allowing to target the Jasmonate-ZIM domain (JAZ) repressors for degradation by the 26S proteasome. Consequently, repressed transcription factors are released and expression of jasmonate responsive genes is induced. In rice, three OsCOI genes have been identified, OsCOI1a and the closely related OsCOI1b homolog, and OsCOI2. While the roles of OsCOI1a and OsCOI1b in plant defense and leaf senescence are well-established, the significance of OsCOI2 in plant development and jasmonate signaling has only emerged recently. To unravel the role of OsCOI2 in regulating jasmonate signaling, we examined the transcriptomic and metabolomic responses of jasmonate-treated rice lines mutated in both the OsCOI1a and OsCOI1b genes or OsCOI2. RNA-seq data highlight OsCOI2 as the primary driver of the extensive transcriptional reprogramming observed after a jasmonate challenge in rice roots. A series of transcription factors exhibiting an OsCOI2-dependent expression were identified, including those involved in root development or stress responses. OsCOI2-dependent expression was also observed for genes involved in specific processes or pathways such as cell-growth and secondary metabolite biosynthesis (phenylpropanoids and diterpene phytoalexins). Although functional redundancy exists between OsCOI1a/b and OsCOI2 in regulating some genes, oscoi2 plants generally exhibit a weaker response compared to oscoi1ab plants. Metabolic data revealed a shift from the primary metabolism to the secondary metabolism primarily governed by OsCOI2. Additionally, differential accumulation of oryzalexins was also observed in oscoi1ab and oscoi2 lines. These findings underscore the pivotal role of OsCOI2 in jasmonate signaling and suggest its involvement in the control of the growth-defense trade-off in rice.
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Affiliation(s)
| | | | - Marie Couderc
- DIADE, IRD, University Montpellier, Montpellier, France
| | - Julien Serret
- DIADE, IRD, University Montpellier, Montpellier, France
| | - Alexandre Soriano
- UMR AGAP Institut, CIRAD, INRAE, Institut Agro, University Montpellier, Montpellier, France
| | | | - Chris Richter
- Institute of Pharmacy, Martin-Luther-University, Halle-Wittenberg, Halle, Germany
| | - Björn H. Junker
- Institute of Pharmacy, Martin-Luther-University, Halle-Wittenberg, Halle, Germany
| | - Manish L. Raorane
- Institute of Pharmacy, Martin-Luther-University, Halle-Wittenberg, Halle, Germany
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Ishikawa K, Yamamura C, Miyamoto K, Kanda Y, Inoue H, Okada K, Kamakura T, Mori M. Rice transcription factor DPF regulates stress-induced biosynthesis of diterpenoid phytoalexins. Biosci Biotechnol Biochem 2024; 88:1344-1348. [PMID: 39227176 DOI: 10.1093/bbb/zbae118] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/08/2024] [Accepted: 08/27/2024] [Indexed: 09/05/2024]
Abstract
Diterpenoid Phytoalexin Factor (DPF) is a key transcription factor involved in diterpenoid phytoalexin (DP) biosynthesis under non-stressed conditions in rice (Oryza sativa L.). Using clustered regularly interspaced short palindromic repeat (CRISPR)/CRISPR-associated protein 9, DPF knockout rice lines were generated. Treatments with abiotic stresses (copper chloride, ultraviolet light, and jasmonic acid) and biotic stress (blast fungus infection) to the knockout lines revealed that the DPF positively regulates stress-induced DP biosynthesis.
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Affiliation(s)
- Kazuki Ishikawa
- Institute of Agrobiological Sciences, National Agriculture and Food Research Organization (NARO), Tsukuba, Japan
- Graduate School of Science and Technology, Tokyo University of Science, Noda, Japan
| | - Chihiro Yamamura
- Institute of Agrobiological Sciences, National Agriculture and Food Research Organization (NARO), Tsukuba, Japan
- Graduate School of Science and Technology, Tokyo University of Science, Noda, Japan
| | - Koji Miyamoto
- Department of Biosciences, Teikyo University, Utsunomiya, Japan
- Advanced Instrumental Analysis Center, Teikyo University, Utsunomiya, Japan
| | - Yasukazu Kanda
- Institute of Agrobiological Sciences, National Agriculture and Food Research Organization (NARO), Tsukuba, Japan
- Graduate School of Science and Technology, Tokyo University of Science, Noda, Japan
| | - Haruhiko Inoue
- Institute of Agrobiological Sciences, National Agriculture and Food Research Organization (NARO), Tsukuba, Japan
| | - Kazunori Okada
- Agro-Biotechnology Research Center, Graduate School of Agricultural and Life Sciences, The University of Tokyo, Tokyo, Japan
| | - Takashi Kamakura
- Graduate School of Science and Technology, Tokyo University of Science, Noda, Japan
| | - Masaki Mori
- Institute of Agrobiological Sciences, National Agriculture and Food Research Organization (NARO), Tsukuba, Japan
- Graduate School of Science and Technology, Tokyo University of Science, Noda, Japan
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Meresa BK, Matthys J, Kyndt T. Biochemical Defence of Plants against Parasitic Nematodes. PLANTS (BASEL, SWITZERLAND) 2024; 13:2813. [PMID: 39409684 PMCID: PMC11479011 DOI: 10.3390/plants13192813] [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: 09/03/2024] [Revised: 09/30/2024] [Accepted: 10/02/2024] [Indexed: 10/20/2024]
Abstract
Plant parasitic nematodes (PPNs), such as Meloidogyne spp., Heterodera spp. and Pratylenchus spp., are obligate parasites on a wide range of crops, causing significant agricultural production losses worldwide. These PPNs mainly feed on and within roots, impairing both the below-ground and the above-ground parts, resulting in reduced plant performance. Plants have developed a multi-component defence mechanism against diverse pathogens, including PPNs. Several natural molecules, ranging from cell wall components to secondary metabolites, have been found to protect plants from PPN attack by conferring nematode-specific resistance. Recent advances in omics analytical tools have encouraged researchers to shed light on nematode detection and the biochemical defence mechanisms of plants during nematode infection. Here, we discuss the recent progress on revealing the nematode-associated molecular patterns (NAMPs) and their receptors in plants. The biochemical defence responses of plants, comprising cell wall reinforcement; reactive oxygen species burst; receptor-like cytoplasmic kinases; mitogen-activated protein kinases; antioxidant activities; phytohormone biosynthesis and signalling; transcription factor activation; and the production of anti-PPN phytochemicals are also described. Finally, we also examine the role of epigenetics in regulating the transcriptional response to nematode attack. Understanding the plant defence mechanism against PPN attack is of paramount importance in developing new, effective and sustainable control strategies.
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Affiliation(s)
- Birhanu Kahsay Meresa
- Biotechnology Department, Mekelle University, Mekelle P.O. Box 231, Ethiopia;
- Biotechnology Department, Ghent University, B-9000 Ghent, Belgium;
| | - Jasper Matthys
- Biotechnology Department, Ghent University, B-9000 Ghent, Belgium;
| | - Tina Kyndt
- Biotechnology Department, Ghent University, B-9000 Ghent, Belgium;
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Mascarenhas MS, Nascimento FDS, Rocha ADJ, Ferreira MDS, Oliveira WDDS, Morais Lino LS, Mendes TADO, Ferreira CF, dos Santos-Serejo JA, Amorim EP. Use of CRISPR Technology in Gene Editing for Tolerance to Biotic Factors in Plants: A Systematic Review. Curr Issues Mol Biol 2024; 46:11086-11123. [PMID: 39451539 PMCID: PMC11505962 DOI: 10.3390/cimb46100659] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/06/2024] [Revised: 09/24/2024] [Accepted: 09/30/2024] [Indexed: 10/26/2024] Open
Abstract
The objective of this systematic review (SR) was to select studies on the use of gene editing by CRISPR technology related to plant resistance to biotic stresses. We sought to evaluate articles deposited in six electronic databases, using pre-defined inclusion and exclusion criteria. This SR demonstrates that countries such as China and the United States of America stand out in studies with CRISPR/Cas. Among the most studied crops are rice, tomatoes and the model plant Arabidopsis thaliana. The most cited biotic agents include the genera, Xanthomonas, Manaporthe, Pseudomonas and Phytophthora. This SR also identifies several CRISPR/Cas-edited genes and demonstrates that plant responses to stressors are mediated by many complex signaling pathways. The Cas9 enzyme is used in most articles and Cas12 and 13 are used as additional editing tools. Furthermore, the quality of the articles included in this SR was validated by a risk of bias analysis. The information collected in this SR helps to understand the state of the art of CRISPR/Cas aimed at improving resistance to diseases and pests to understand the mechanisms involved in most host-pathogen relationships. This SR shows that the CRISPR/Cas system provides a straightforward method for rapid gene targeting, providing useful information for plant breeding programs.
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Affiliation(s)
- Marcelly Santana Mascarenhas
- Department of Biological Sciences, Feira de Santana State University, Feira de Santana 44036-900, BA, Brazil; (M.S.M.); (W.D.d.S.O.)
| | - Fernanda dos Santos Nascimento
- Embrapa Mandioca e Fruticultura, Cruz das Almas 44380-000, BA, Brazil; (F.d.S.N.); (A.d.J.R.); (M.d.S.F.); (L.S.M.L.); (C.F.F.); (J.A.d.S.-S.)
| | - Anelita de Jesus Rocha
- Embrapa Mandioca e Fruticultura, Cruz das Almas 44380-000, BA, Brazil; (F.d.S.N.); (A.d.J.R.); (M.d.S.F.); (L.S.M.L.); (C.F.F.); (J.A.d.S.-S.)
| | - Mileide dos Santos Ferreira
- Embrapa Mandioca e Fruticultura, Cruz das Almas 44380-000, BA, Brazil; (F.d.S.N.); (A.d.J.R.); (M.d.S.F.); (L.S.M.L.); (C.F.F.); (J.A.d.S.-S.)
| | | | - Lucymeire Souza Morais Lino
- Embrapa Mandioca e Fruticultura, Cruz das Almas 44380-000, BA, Brazil; (F.d.S.N.); (A.d.J.R.); (M.d.S.F.); (L.S.M.L.); (C.F.F.); (J.A.d.S.-S.)
| | | | - Claudia Fortes Ferreira
- Embrapa Mandioca e Fruticultura, Cruz das Almas 44380-000, BA, Brazil; (F.d.S.N.); (A.d.J.R.); (M.d.S.F.); (L.S.M.L.); (C.F.F.); (J.A.d.S.-S.)
| | - Janay Almeida dos Santos-Serejo
- Embrapa Mandioca e Fruticultura, Cruz das Almas 44380-000, BA, Brazil; (F.d.S.N.); (A.d.J.R.); (M.d.S.F.); (L.S.M.L.); (C.F.F.); (J.A.d.S.-S.)
| | - Edson Perito Amorim
- Embrapa Mandioca e Fruticultura, Cruz das Almas 44380-000, BA, Brazil; (F.d.S.N.); (A.d.J.R.); (M.d.S.F.); (L.S.M.L.); (C.F.F.); (J.A.d.S.-S.)
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Bian S, Li Z, Song S, Zhang X, Shang J, Wang W, Zhang D, Ni D. Enhancing Crop Resilience: Insights from Labdane-Related Diterpenoid Phytoalexin Research in Rice ( Oryza sativa L.). Curr Issues Mol Biol 2024; 46:10677-10695. [PMID: 39329985 PMCID: PMC11430374 DOI: 10.3390/cimb46090634] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/22/2024] [Revised: 09/16/2024] [Accepted: 09/20/2024] [Indexed: 09/28/2024] Open
Abstract
Rice (Oryza sativa L.), as one of the most significant food crops worldwide, holds paramount importance for global food security. Throughout its extensive evolutionary journey, rice has evolved a diverse array of defense mechanisms to fend off pest and disease infestations. Notably, labdane-related diterpenoid phytoalexins play a crucial role in aiding rice in its response to both biotic and abiotic stresses. This article provides a comprehensive review of the research advancements pertaining to the chemical structures, biological activities, and biosynthetic pathways, as well as the molecular regulatory mechanisms, underlying labdane-related diterpenoid phytoalexins discovered in rice. This insight into the molecular regulation of labdane-related diterpenoid phytoalexin biosynthesis offers valuable perspectives for future research aimed at improving crop resilience and productivity.
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Affiliation(s)
- Shiquan Bian
- Key Laboratory of Rice Germplasm Innovation and Molecular Improvement of Anhui Province, Rice Research Institute, Anhui Academy of Agricultural Sciences, Hefei 230031, China
| | - Zhong Li
- Key Laboratory of Rice Germplasm Innovation and Molecular Improvement of Anhui Province, Rice Research Institute, Anhui Academy of Agricultural Sciences, Hefei 230031, China
| | - Shaojie Song
- Key Laboratory of Rice Germplasm Innovation and Molecular Improvement of Anhui Province, Rice Research Institute, Anhui Academy of Agricultural Sciences, Hefei 230031, China
| | - Xiao Zhang
- Key Laboratory of Rice Germplasm Innovation and Molecular Improvement of Anhui Province, Rice Research Institute, Anhui Academy of Agricultural Sciences, Hefei 230031, China
| | - Jintao Shang
- Agricultural Technology Extension Center of Linping District, Hangzhou 311199, China
| | - Wanli Wang
- Key Laboratory of Rice Germplasm Innovation and Molecular Improvement of Anhui Province, Rice Research Institute, Anhui Academy of Agricultural Sciences, Hefei 230031, China
| | - Dewen Zhang
- Key Laboratory of Rice Germplasm Innovation and Molecular Improvement of Anhui Province, Rice Research Institute, Anhui Academy of Agricultural Sciences, Hefei 230031, China
| | - Dahu Ni
- Key Laboratory of Rice Germplasm Innovation and Molecular Improvement of Anhui Province, Rice Research Institute, Anhui Academy of Agricultural Sciences, Hefei 230031, China
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Sunani SK, Koti PS, Sunitha NC, Choudhary M, Jeevan B, Anilkumar C, Raghu S, Gadratagi BG, Bag MK, Acharya LK, Ram D, Bashyal BM, Das Mohapatra S. Ustilaginoidea virens, an emerging pathogen of rice: the dynamic interplay between the pathogen virulence strategies and host defense. PLANTA 2024; 260:92. [PMID: 39261328 DOI: 10.1007/s00425-024-04523-x] [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: 06/09/2024] [Accepted: 08/30/2024] [Indexed: 09/13/2024]
Abstract
MAIN CONCLUSION The Ustilaginoidea virens -rice pathosystem has been used as a model for flower-infecting fungal pathogens. The molecular biology of the interactions between U. virens and rice, with an emphasis on the attempt to get a deeper comprehension of the false smut fungus's genomes, proteome, host range, and pathogen biology, has been investigated. Meta-QTL analysis was performed to identify potential QTL hotspots for use in marker-assisted breeding. The Rice False Smut (RFS) caused by the fungus Ustilaginoidea virens currently threatens rice cultivators across the globe. RFS infects rice panicles, causing a significant reduction in grain yield. U. virens can also parasitize other hosts though they play only a minor role in its life cycle. Furthermore, because it produces mycotoxins in edible rice grains, it puts both humans and animals at risk of health problems. Although fungicides are used to control the disease, some fungicides have enabled the pathogen to develop resistance, making its management challenging. Several QTLs have been reported but stable gene(s) that confer RFS resistance have not been discovered yet. This review offers a comprehensive overview of the pathogen, its virulence mechanisms, the genome and proteome of U. virens, and its molecular interactions with rice. In addition, information has been compiled on reported resistance QTLs, facilitating the development of a consensus genetic map using meta-QTL analysis for identifying potential QTL hotspots. Finally, this review highlights current developments and trends in U. virens-rice pathosystem research while identifying opportunities for future investigations.
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Affiliation(s)
- Sunil Kumar Sunani
- Department of Plant Pathology, Odisha University of Agriculture and Technology, Bhubaneswar, Odisha, India
- ICAR-Indian Institute of Pulse Research (RS), Bhubaneswar, Odisha, India
| | - Prasanna S Koti
- University of Agricultural Sciences, GKVK, Bangalore, Karnataka, India
| | - N C Sunitha
- ICAR-National Rice Research Institute, Cuttack, Odisha, India
| | - Manoj Choudhary
- Plant Pathology Department, University of Florida, Gainesville, FL, USA
- ICAR-National Centre for Integrated Pest Management, New Delhi, India
| | - B Jeevan
- Department of Plant Pathology, Odisha University of Agriculture and Technology, Bhubaneswar, Odisha, India.
- ICAR-National Rice Research Institute, Cuttack, Odisha, India.
| | - C Anilkumar
- ICAR-National Rice Research Institute, Cuttack, Odisha, India.
- Department of Agronomy and Plant Genetics, University of Minnesota, Saint Paul, MN, USA.
| | - S Raghu
- ICAR-National Rice Research Institute, Cuttack, Odisha, India
| | | | - Manas Kumar Bag
- ICAR-National Rice Research Institute, Cuttack, Odisha, India
| | | | - Dama Ram
- Department of Plant Pathology, Agriculture University, Jodhpur, Rajasthan, India
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9
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Chen Y, Jin G, Liu M, Wang L, Lou Y, Baldwin I, Li R. Multiomic analyses reveal key sectors of jasmonate-mediated defense responses in rice. THE PLANT CELL 2024; 36:3362-3377. [PMID: 38801741 PMCID: PMC11371138 DOI: 10.1093/plcell/koae159] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 02/21/2024] [Revised: 04/23/2024] [Accepted: 05/07/2024] [Indexed: 05/29/2024]
Abstract
The phytohormone jasmonate (JA) plays a central role in plant defenses against biotic stressors. However, our knowledge of the JA signaling pathway in rice (Oryza sativa) remains incomplete. Here, we integrated multiomic data from three tissues to characterize the functional modules involved in organizing JA-responsive genes. In the core regulatory sector, MYC2 transcription factor transcriptional cascades are conserved in different species but with distinct regulators (e.g. bHLH6 in rice), in which genes are early expressed across all tissues. In the feedback sector, MYC2 also regulates the expression of JA repressor and catabolic genes, providing negative feedback that truncates the duration of JA responses. For example, the MYC2-regulated NAC (NAM, ATAF1/2, and CUC2) transcription factor genes NAC1, NAC3, and NAC4 encode proteins that repress JA signaling and herbivore resistance. In the tissue-specific sector, many late-expressed genes are associated with the biosynthesis of specialized metabolites that mediate particular defensive functions. For example, the terpene synthase gene TPS35 is specifically induced in the leaf sheath and TPS35 functions in defense against oviposition by brown planthoppers and the attraction of this herbivore's natural enemies. Thus, by characterizing core, tissue-specific, and feedback sectors of JA-elicited defense responses, this work provides a valuable resource for future discoveries of key JA components in this important crop.
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Affiliation(s)
- Yumeng Chen
- State Key Laboratory of Rice Biology and Breeding, Key Laboratory of Biology of Crop Pathogens and Insects of Zhejiang Province, Institute of Insect Sciences, Zhejiang University, Hangzhou 310058, China
| | - Gaochen Jin
- State Key Laboratory of Rice Biology and Breeding, Key Laboratory of Biology of Crop Pathogens and Insects of Zhejiang Province, Institute of Insect Sciences, Zhejiang University, Hangzhou 310058, China
| | - Mengyu Liu
- State Key Laboratory of Rice Biology and Breeding, Key Laboratory of Biology of Crop Pathogens and Insects of Zhejiang Province, Institute of Insect Sciences, Zhejiang University, Hangzhou 310058, China
| | - Lanlan Wang
- Zhejiang Academy of Agricultural Sciences, Institute of Virology and Biotechnology, 310021 Hangzhou, China
| | - Yonggen Lou
- State Key Laboratory of Rice Biology and Breeding, Key Laboratory of Biology of Crop Pathogens and Insects of Zhejiang Province, Institute of Insect Sciences, Zhejiang University, Hangzhou 310058, China
| | - Ian Baldwin
- Department of Molecular Ecology, Max Planck Institute for Chemical Ecology, Jena 07745, Germany
| | - Ran Li
- State Key Laboratory of Rice Biology and Breeding, Key Laboratory of Biology of Crop Pathogens and Insects of Zhejiang Province, Institute of Insect Sciences, Zhejiang University, Hangzhou 310058, China
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10
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Zou J, Kyndt T, Yu J, Zhou J. Plant-nematode battle: engagement of complex signaling network. Trends Parasitol 2024; 40:846-857. [PMID: 39142937 DOI: 10.1016/j.pt.2024.07.010] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/30/2024] [Revised: 07/17/2024] [Accepted: 07/18/2024] [Indexed: 08/16/2024]
Abstract
Plant-parasitic nematodes (PPNs) are widely distributed and highly adaptable. To evade the invasion and infection of PPNs, plants initiate a series of defense responses. In turn, PPNs secrete effectors into the host tissues to suppress plant defense. In this ongoing battle between PPNs and plants, complex signal transduction processes are typically involved. This article aims to review the plant signaling network involved in host perception by the nematode, nematode perception, and downstream activation of plant defense signaling and how nematodes attempt to interfere with this network. Our goal is to establish a foundation for elucidating the signaling and regulatory mechanisms of plant-nematode interactions, and to provide insights and tools for developing PPN-resistant crops and technologies.
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Affiliation(s)
- Jinping Zou
- Department of Horticulture, Zhejiang Provincial Key Laboratory of Horticultural Crop Quality Regulation, Zhejiang University, Yuhangtang Road 866, Hangzhou 310058, China; Key Laboratory of Horticultural Plants Growth, Development and Quality Improvement, Ministry of Agriculture and Rural Affairs of China, Yuhangtang Road 866, Hangzhou 310058, China
| | - Tina Kyndt
- Department Biotechnology, Faculty of Bioscience Engineering, Ghent University, 9000 Ghent, Belgium.
| | - Jingquan Yu
- Department of Horticulture, Zhejiang Provincial Key Laboratory of Horticultural Crop Quality Regulation, Zhejiang University, Yuhangtang Road 866, Hangzhou 310058, China; Key Laboratory of Horticultural Plants Growth, Development and Quality Improvement, Ministry of Agriculture and Rural Affairs of China, Yuhangtang Road 866, Hangzhou 310058, China
| | - Jie Zhou
- Department of Horticulture, Zhejiang Provincial Key Laboratory of Horticultural Crop Quality Regulation, Zhejiang University, Yuhangtang Road 866, Hangzhou 310058, China; Key Laboratory of Horticultural Plants Growth, Development and Quality Improvement, Ministry of Agriculture and Rural Affairs of China, Yuhangtang Road 866, Hangzhou 310058, China.
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11
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Liu Y, Esposto D, Mahdi LK, Porzel A, Stark P, Hussain H, Scherr-Henning A, Isfort S, Bathe U, Acosta IF, Zuccaro A, Balcke GU, Tissier A. Hordedane diterpenoid phytoalexins restrict Fusarium graminearum infection but enhance Bipolaris sorokiniana colonization of barley roots. MOLECULAR PLANT 2024; 17:1307-1327. [PMID: 39001606 DOI: 10.1016/j.molp.2024.07.006] [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: 09/29/2023] [Revised: 06/14/2024] [Accepted: 07/10/2024] [Indexed: 08/02/2024]
Abstract
Plant immunity is a multilayered process that includes recognition of patterns or effectors from pathogens to elicit defense responses. These include the induction of a cocktail of defense metabolites that typically restrict pathogen virulence. Here, we investigate the interaction between barley roots and the fungal pathogens Bipolaris sorokiniana (Bs) and Fusarium graminearum (Fg) at the metabolite level. We identify hordedanes, a previously undescribed set of labdane-related diterpenoids with antimicrobial properties, as critical players in these interactions. Infection of barley roots by Bs and Fg elicits hordedane synthesis from a 600-kb gene cluster. Heterologous reconstruction of the biosynthesis pathway in yeast and Nicotiana benthamiana produced several hordedanes, including one of the most functionally decorated products 19-β-hydroxy-hordetrienoic acid (19-OH-HTA). Barley mutants in the diterpene synthase genes of this cluster are unable to produce hordedanes but, unexpectedly, show reduced Bs colonization. By contrast, colonization by Fusarium graminearum, another fungal pathogen of barley and wheat, is 4-fold higher in the mutants completely lacking hordedanes. Accordingly, 19-OH-HTA enhances both germination and growth of Bs, whereas it inhibits other pathogenic fungi, including Fg. Analysis of microscopy and transcriptomics data suggest that hordedanes delay the necrotrophic phase of Bs. Taken together, these results show that adapted pathogens such as Bs can subvert plant metabolic defenses to facilitate root colonization.
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Affiliation(s)
- Yaming Liu
- Department of Cell and Metabolic Biology, Leibniz Institute of Plant Biochemistry, Halle, Germany
| | - Dario Esposto
- Department of Cell and Metabolic Biology, Leibniz Institute of Plant Biochemistry, Halle, Germany
| | - Lisa K Mahdi
- Institute for Plant Sciences, Cluster of Excellence on Plant Sciences (CEPLAS), Cologne Biocenter, University of Cologne, Cologne, Germany
| | - Andrea Porzel
- Department of Bioorganic Chemistry, Leibniz Institute of Plant Biochemistry, Halle, Germany
| | - Pauline Stark
- Department of Bioorganic Chemistry, Leibniz Institute of Plant Biochemistry, Halle, Germany
| | - Hidayat Hussain
- Department of Bioorganic Chemistry, Leibniz Institute of Plant Biochemistry, Halle, Germany
| | - Anja Scherr-Henning
- Department of Cell and Metabolic Biology, Leibniz Institute of Plant Biochemistry, Halle, Germany
| | - Simon Isfort
- Department of Cell and Metabolic Biology, Leibniz Institute of Plant Biochemistry, Halle, Germany
| | - Ulschan Bathe
- Department of Cell and Metabolic Biology, Leibniz Institute of Plant Biochemistry, Halle, Germany
| | - Iván F Acosta
- Max Planck Institute for Plant Breeding Research, Cologne, Germany
| | - Alga Zuccaro
- Institute for Plant Sciences, Cluster of Excellence on Plant Sciences (CEPLAS), Cologne Biocenter, University of Cologne, Cologne, Germany
| | - Gerd U Balcke
- Department of Cell and Metabolic Biology, Leibniz Institute of Plant Biochemistry, Halle, Germany
| | - Alain Tissier
- Department of Cell and Metabolic Biology, Leibniz Institute of Plant Biochemistry, Halle, Germany.
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12
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Hasan MS, Lin CJ, Marhavy P, Kyndt T, Siddique S. Redox signalling in plant-nematode interactions: Insights into molecular crosstalk and defense mechanisms. PLANT, CELL & ENVIRONMENT 2024; 47:2811-2820. [PMID: 38679939 DOI: 10.1111/pce.14925] [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: 11/09/2023] [Revised: 04/04/2024] [Accepted: 04/12/2024] [Indexed: 05/01/2024]
Abstract
Plant-parasitic nematodes, specifically cyst nematodes (CNs) and root-knot nematodes (RKNs), pose significant threats to global agriculture, leading to substantial crop losses. Both CNs and RKNs induce permanent feeding sites in the root of their host plants, which then serve as their only source of nutrients throughout their lifecycle. Plants deploy reactive oxygen species (ROS) as a primary defense mechanism against nematode invasion. Notably, both CNs and RKNs have evolved sophisticated strategies to manipulate the host's redox environment to their advantage, with each employing distinct tactics to combat ROS. In this review, we have focused on the role of ROS and its scavenging network in interactions between host plants and CNs and RKNs. Overall, this review emphasizes the complex interplay between plant defense mechanism, redox signalling and nematode survival tactics, suggesting potential avenues for developing innovative nematode management strategies in agriculture.
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Affiliation(s)
- M Shamim Hasan
- Rheinische Friedrich-Wilhelms-University of Bonn, INRES-Molecular Phytomedicine, Bonn, Germany
| | - Ching-Jung Lin
- Department of Plant Pathology, University of California, Davis, California, USA
| | - Peter Marhavy
- Department of Forest Genetics and Plant Physiology, Umeå Plant Science Centre (UPSC), Swedish University of Agricultural Sciences (SLU), Umeå, Sweden
| | - Tina Kyndt
- Department Biotechnology, Research Group Epigenetics & Defence, Gent, Belgium
| | - Shahid Siddique
- Department of Entomology and Nematology, University of California, Davis, Davis, California, USA
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13
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Kariya K, Mori H, Ueno M, Yoshikawa T, Teraishi M, Yabuta Y, Ueno K, Ishihara A. Identification and evolution of a diterpenoid phytoalexin oryzalactone biosynthetic gene in the genus Oryza. THE PLANT JOURNAL : FOR CELL AND MOLECULAR BIOLOGY 2024; 118:358-372. [PMID: 38194491 DOI: 10.1111/tpj.16608] [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: 08/24/2023] [Revised: 11/11/2023] [Accepted: 12/14/2023] [Indexed: 01/11/2024]
Abstract
The natural variation of plant-specialized metabolites represents the evolutionary adaptation of plants to their environments. However, the molecular mechanisms that account for the diversification of the metabolic pathways have not been fully clarified. Rice plants resist attacks from pathogens by accumulating diterpenoid phytoalexins. It has been confirmed that the composition of rice phytoalexins exhibits numerous natural variations. Major rice phytoalexins (momilactones and phytocassanes) are accumulated in most cultivars, although oryzalactone is a cultivar-specific compound. Here, we attempted to reveal the evolutionary trajectory of the diversification of phytoalexins by analyzing the oryzalactone biosynthetic gene in Oryza species. The candidate gene, KSLX-OL, which accounts for oryzalactone biosynthesis, was found around the single-nucleotide polymorphisms specific to the oryzalactone-accumulating cultivars in the long arm of chromosome 11. The metabolite analyses in Nicotiana benthamiana and rice plants overexpressing KSLX-OL indicated that KSLX-OL is responsible for the oryzalactone biosynthesis. KSLX-OL is an allele of KSL8 that is involved in the biosynthesis of another diterpenoid phytoalexin, oryzalexin S and is specifically distributed in the AA genome species. KSLX-NOL and KSLX-bar, which encode similar enzymes but are not involved in oryzalactone biosynthesis, were also found in AA genome species. The phylogenetic analyses of KSLXs, KSL8s, and related pseudogenes (KSL9s) indicated that KSLX-OL was generated from a common ancestor with KSL8 and KSL9 via gene duplication, functional differentiation, and gene fusion. The wide distributions of KSLX-OL and KSL8 in AA genome species demonstrate their long-term coexistence beyond species differentiation, suggesting a balancing selection between the genes.
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Affiliation(s)
- Keisuke Kariya
- The United Graduate School of Agricultural Sciences, Tottori University, 4-110 Koyama Minami, Tottori, 680-8553, Japan
| | - Haruka Mori
- Faculty of Agriculture, Tottori University, 4-110 Koyama Minami, Tottori, 680-8553, Japan
| | - Makoto Ueno
- Faculty of Life and Environmental Sciences, Shimane University, Nishikawatsu 1060, Matsue, 690-8504, Japan
| | - Takanori Yoshikawa
- National Institute of Genetics, 1111 Yata, Mishima, Shizuoka, 411-8540, Japan
| | - Masayoshi Teraishi
- Graduate School of Agriculture, Kyoto University, Kitashirakawa Oiwake-Cho, Kyoto, 606-8502, Japan
| | - Yukinori Yabuta
- Faculty of Agriculture, Tottori University, 4-110 Koyama Minami, Tottori, 680-8553, Japan
| | - Kotomi Ueno
- Faculty of Agriculture, Tottori University, 4-110 Koyama Minami, Tottori, 680-8553, Japan
| | - Atsushi Ishihara
- Faculty of Agriculture, Tottori University, 4-110 Koyama Minami, Tottori, 680-8553, Japan
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14
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Liu J, Lefevere H, Coussement L, Delaere I, De Meyer T, Demeestere K, Höfte M, Gershenzon J, Ullah C, Gheysen G. The phenylalanine ammonia-lyase inhibitor AIP induces rice defence against the root-knot nematode Meloidogyne graminicola. MOLECULAR PLANT PATHOLOGY 2024; 25:e13424. [PMID: 38279847 PMCID: PMC10817824 DOI: 10.1111/mpp.13424] [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: 10/13/2023] [Revised: 12/27/2023] [Accepted: 12/31/2023] [Indexed: 01/29/2024]
Abstract
The phenylalanine ammonia-lyase (PAL) enzyme catalyses the conversion of l-phenylalanine to trans-cinnamic acid. This conversion is the first step in phenylpropanoid biosynthesis in plants. The phenylpropanoid pathway produces diverse plant metabolites that play essential roles in various processes, including structural support and defence. Previous studies have shown that mutation of the PAL genes enhances disease susceptibility. Here, we investigated the functions of the rice PAL genes using 2-aminoindan-2-phosphonic acid (AIP), a strong competitive inhibitor of PAL enzymes. We show that the application of AIP can significantly reduce the PAL activity of rice crude protein extracts in vitro. However, when AIP was applied to intact rice plants, it reduced infection of the root-knot nematode Meloidogyne graminicola. RNA-seq showed that AIP treatment resulted in a rapid but transient upregulation of defence-related genes in roots. Moreover, targeted metabolomics demonstrated higher levels of jasmonates and antimicrobial flavonoids and diterpenoids accumulating after AIP treatment. Furthermore, chemical inhibition of the jasmonate pathway abolished the effect of AIP on nematode infection. Our results show that disturbance of the phenylpropanoid pathway by the PAL inhibitor AIP induces defence in rice against M. graminicola by activating jasmonate-mediated defence.
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Affiliation(s)
- Jing Liu
- Department of BiotechnologyGhent UniversityGhentBelgium
- College of Plant ProtectionHunan Agricultural UniversityChangshaChina
| | | | - Louis Coussement
- Department of Data Analysis and Mathematical ModellingGhent UniversityGhentBelgium
| | - Ilse Delaere
- Department of Plants and CropsGhent UniversityGhentBelgium
| | - Tim De Meyer
- Department of Data Analysis and Mathematical ModellingGhent UniversityGhentBelgium
| | - Kristof Demeestere
- Department of Green Chemistry and TechnologyGhent UniversityGhentBelgium
| | - Monica Höfte
- Department of Plants and CropsGhent UniversityGhentBelgium
| | - Jonathan Gershenzon
- Department of BiochemistryMax Planck Institute for Chemical EcologyJenaGermany
| | - Chhana Ullah
- Department of BiochemistryMax Planck Institute for Chemical EcologyJenaGermany
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15
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Desmedt W, Ameye M, Filipe O, De Waele E, Van Nieuwerburgh F, Deforce D, Van Meulebroek L, Vanhaecke L, Kyndt T, Höfte M, Audenaert K. Molecular analysis of broad-spectrum induced resistance in rice by the green leaf volatile Z-3-hexenyl acetate. JOURNAL OF EXPERIMENTAL BOTANY 2023; 74:6804-6819. [PMID: 37624920 DOI: 10.1093/jxb/erad338] [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: 12/22/2022] [Accepted: 08/23/2023] [Indexed: 08/27/2023]
Abstract
Green leaf volatiles (GLVs), volatile organic compounds released by plants upon tissue damage, are key signaling molecules in plant immunity. The ability of exogenous GLV application to trigger an induced resistance (IR) phenotype against arthropod pests has been widely reported, but its effectiveness against plant pathogens is less well understood. In this study, we combined mRNA sequencing-based transcriptomics and phytohormone measurements with multispectral imaging-based precision phenotyping to gain insights into the molecular basis of Z-3-hexenyl acetate-induced resistance (Z-3-HAC-IR) in rice. Furthermore, we evaluated the efficacy of Z-3-HAC-IR against a panel of economically significant rice pathogens: Pyricularia oryzae, Rhizoctonia solani, Xanthomonas oryzae pv. oryzae, Cochliobolus miyabeanus, and Meloidogyne graminicola. Our data revealed rapid induction of jasmonate metabolism and systemic induction of plant immune responses upon Z-3-HAC exposure, as well as a transient allocation cost due to accelerated chlorophyll degradation and nutrient remobilization. Z-3-HAC-IR proved effective against all tested pathogens except for C. miyabeanus, including against the (hemi)biotrophs M. graminicola, X. oryzae pv. oryzae, and P. oryzae. The Z-3-HAC-IR phenotype was lost in the jasmonate (JA)-deficient hebiba mutant, which confirms the causal role of JA in Z-3-HAC-IR. Together, our results show that GLV exposure in rice induces broad-spectrum, JA-mediated disease resistance with limited allocation costs, and may thus be a promising alternative crop protection approach.
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Affiliation(s)
- Willem Desmedt
- Laboratory of Applied Mycology and Phenomics, Department of Plants and Crops, Faculty of Bioscience Engineering, Ghent University, Valentin Vaerwyckweg 1, 9000 Ghent, Belgium
| | | | - Osvaldo Filipe
- Laboratory of Phytopathology, Department of Plants and Crops, Faculty of Bioscience Engineering, Ghent University, Coupure links 653, 9000 Ghent, Belgium
| | - Evelien De Waele
- Laboratory of Phytopathology, Department of Plants and Crops, Faculty of Bioscience Engineering, Ghent University, Coupure links 653, 9000 Ghent, Belgium
| | - Filip Van Nieuwerburgh
- Laboratory of Pharmaceutical Biotechnology, Faculty of Pharmaceutical Sciences, Ghent University, Ottergemse Steenweg 460, 9000 Ghent, Belgium
| | - Dieter Deforce
- Laboratory of Pharmaceutical Biotechnology, Faculty of Pharmaceutical Sciences, Ghent University, Ottergemse Steenweg 460, 9000 Ghent, Belgium
| | - Lieven Van Meulebroek
- Laboratory of Integrative Metabolomics, Department of Translational Physiology, Infectiology and Public Health, Faculty of Veterinary Medicine, Ghent University, Salisburylaan 133, 9820 Merelbeke, Belgium
| | - Lynn Vanhaecke
- Laboratory of Integrative Metabolomics, Department of Translational Physiology, Infectiology and Public Health, Faculty of Veterinary Medicine, Ghent University, Salisburylaan 133, 9820 Merelbeke, Belgium
| | - Tina Kyndt
- Epigenetics and Defence Research Group, Department of Biotechnology, Faculty of Bioscience Engineering, Ghent University, Proeftuinstraat 86, 9000 Ghent, Belgium
| | - Monica Höfte
- Laboratory of Phytopathology, Department of Plants and Crops, Faculty of Bioscience Engineering, Ghent University, Coupure links 653, 9000 Ghent, Belgium
| | - Kris Audenaert
- Laboratory of Applied Mycology and Phenomics, Department of Plants and Crops, Faculty of Bioscience Engineering, Ghent University, Valentin Vaerwyckweg 1, 9000 Ghent, Belgium
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16
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Meijer A, Atighi MR, Demeestere K, De Meyer T, Vandepoele K, Kyndt T. Dicer-like 3a mediates intergenerational resistance against root-knot nematodes in rice via hormone responses. PLANT PHYSIOLOGY 2023; 193:2071-2085. [PMID: 37052181 DOI: 10.1093/plphys/kiad215] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 08/23/2022] [Revised: 03/24/2023] [Accepted: 03/27/2023] [Indexed: 06/19/2023]
Abstract
In a continuously changing and challenging environment, passing down the memory of encountered stress factors to offspring could provide an evolutionary advantage. In this study, we demonstrate the existence of "intergenerational acquired resistance" in the progeny of rice (Oryza sativa) plants attacked by the belowground parasitic nematode Meloidogyne graminicola. Transcriptome analyses revealed that genes involved in defense pathways are generally downregulated in progeny of nematode-infected plants under uninfected conditions but show a stronger induction upon nematode infection. This phenomenon was termed "spring loading" and depends on initial downregulation by the 24-nucleotide (nt) siRNA biogenesis gene dicer-like 3a (dcl3a) involved in the RNA-directed DNA methylation pathway. Knockdown of dcl3a led to increased nematode susceptibility and abolished intergenerational acquired resistance, as well as jasmonic acid/ethylene spring loading in the offspring of infected plants. The importance of ethylene signaling in intergenerational resistance was confirmed by experiments on a knockdown line of ethylene insensitive 2 (ein2b), which lacks intergenerational acquired resistance. Taken together, these data indicate a role for DCL3a in regulating plant defense pathways during both within-generation and intergenerational resistance against nematodes in rice.
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Affiliation(s)
- Anikó Meijer
- Department of Biotechnology, Ghent University, Ghent 9000, Belgium
| | - Mohammad Reza Atighi
- Department of Biotechnology, Ghent University, Ghent 9000, Belgium
- Department of Plant Pathology, Faculty of Agriculture, Tarbiat Modares University, PO Box 14115-336 Tehran, Iran
| | - Kristof Demeestere
- Department of Green Chemistry and Technology, Research group EnVOC, Ghent University, Ghent 9000, Belgium
| | - Tim De Meyer
- Department of Data Analysis and Mathematical Modelling, Ghent University, Ghent 9000, Belgium
| | - Klaas Vandepoele
- Department of Plant Biotechnology and Bioinformatics, Ghent University, Ghent 9052, Belgium
- VIB Center for Plant Systems Biology, Ghent 9052, Belgium
- Bioinformatics Institute Ghent, Ghent University, Ghent 9052, Belgium
| | - Tina Kyndt
- Department of Biotechnology, Ghent University, Ghent 9000, Belgium
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17
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Zhang J, Liu J, Li H, Hua J, Luo S. Esterification with a Long-Chain Fatty Acid Elevates the Exposure Toxicity of Tigliane Diterpenoids from Euphorbia fischeriana Roots against Nematodes. JOURNAL OF AGRICULTURAL AND FOOD CHEMISTRY 2023; 71:12730-12740. [PMID: 37599642 DOI: 10.1021/acs.jafc.3c03460] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 08/22/2023]
Abstract
In this study, two tigliane diterpenoids, 12-deoxyphorbol-13-hexadecanoate and 12-deoxyphorbol-13-acetate (prostratin), were identified from the methanol extract of the roots of Euphorbia fischeriana and were found to have the ability to significantly reduce the survival of Caenorhabditis elegans. It was determined that exposure to these two compounds had toxic effects on the growth, reproduction, locomotion behavior, and accumulation of lipids and lipofuscin of the nematodes. Moreover, the transcription levels of the genes associated with lipid accumulation, apoptosis, insulin, and nuclear hormone synthesis in C. elegans were significantly influenced. Interestingly, 12-deoxyphorbol-13-hexadecanoate produced exposure toxicity at lower concentrations than that of prostratin. Pearson correlation analysis indicates that the elevated exposure toxicity of 12-deoxyphorbol-13-hexadecanoate may be the result of differing transcription levels, which result from the differential expression of fat-6, egl-38, and cep-1. These results reveal that esterification with a long-chain fatty acid elevates the exposure toxicity of this tigliane diterpenoid, thus providing a basis for the application of tigliane diterpenoids in plant-derived nematicides.
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Affiliation(s)
- Jiaming Zhang
- Research Center of Protection and Utilization of Plant Resources, College of Bioscience and Biotechnology, Shenyang Agricultural University, Shenyang, Liaoning 110866, China
| | - Jiayi Liu
- Research Center of Protection and Utilization of Plant Resources, College of Bioscience and Biotechnology, Shenyang Agricultural University, Shenyang, Liaoning 110866, China
| | - Hongdi Li
- Research Center of Protection and Utilization of Plant Resources, College of Bioscience and Biotechnology, Shenyang Agricultural University, Shenyang, Liaoning 110866, China
| | - Juan Hua
- Research Center of Protection and Utilization of Plant Resources, College of Bioscience and Biotechnology, Shenyang Agricultural University, Shenyang, Liaoning 110866, China
| | - Shihong Luo
- Research Center of Protection and Utilization of Plant Resources, College of Bioscience and Biotechnology, Shenyang Agricultural University, Shenyang, Liaoning 110866, China
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18
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Chavan SN, Tumpa FH, Khokon MAR, Kyndt T. Potential of Exogenous Treatment with Dehydroascorbate to Control Root-knot Nematode Infection in Rice. RICE (NEW YORK, N.Y.) 2023; 16:29. [PMID: 37380881 DOI: 10.1186/s12284-023-00644-1] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Subscribe] [Scholar Register] [Received: 04/03/2023] [Accepted: 06/05/2023] [Indexed: 06/30/2023]
Abstract
Induced resistance (IR) is a unique physiological state characterized by reduced plant susceptibility to (a)biotic stress. Our previous studies showed that exogenous foliar application of dehydroascorbate (DHA), the oxidized form of ascorbic acid, induces systemic resistance against root-knot nematode Meloidogyne graminicola in rice. In the present study, the potential of DHA in protecting rice plants against M. graminicola was evaluated in lab, pot, and field studies. In an experiment where the interval between foliar treatment and inoculation was varied, 20 mM DHA was found to protect rice plants from M. graminicola for at least 14 days. Pot and field studies confirmed that 10 or 20 mM DHA are highly effective in reducing gall formation and led to a significant increase in rice seed yield. A half dose of DHA (10 mM) combined with another IR-stimulus - piperonylic acid (PA) 300 µM - was at par with DHA 20 mM, leading to reductions in gall formation of more than 80%. In in vitro bioassays, DHA was found to be highly nematicidal to the second-stage juveniles of M. graminicola, with more than 90% mortality within 3 h of exposure to 10 or 20 mM concentrations. While seed treatment had no effect, root drenching or root dipping was also effective in reducing rice susceptibility to M. graminicola, next to foliar treatment. As a dual-action compound with extended protection and ease of application, DHA has great potential for effective nematode management in rice.
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Affiliation(s)
- Satish Namdeo Chavan
- Department of Biotechnology, Faculty of Bioscience Engineering, Ghent University, Proeftuinstraat 86 N1, Ghent, 9000, Belgium
- ICAR-Indian Institute of Rice Research, Rajendranagar, Hyderabad, 500030, India
| | - Farzana Haque Tumpa
- Department of Biotechnology, Faculty of Bioscience Engineering, Ghent University, Proeftuinstraat 86 N1, Ghent, 9000, Belgium
| | - Md Atiqur Rahman Khokon
- Department of Plant Pathology, Bangladesh Agricultural University, Mymensingh, 2202, Bangladesh
| | - Tina Kyndt
- Department of Biotechnology, Faculty of Bioscience Engineering, Ghent University, Proeftuinstraat 86 N1, Ghent, 9000, Belgium.
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19
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Kanda Y, Shinya T, Maeda S, Mujiono K, Hojo Y, Tomita K, Okada K, Kamakura T, Galis I, Mori M. BSR1, a Rice Receptor-like Cytoplasmic Kinase, Positively Regulates Defense Responses to Herbivory. Int J Mol Sci 2023; 24:10395. [PMID: 37373546 DOI: 10.3390/ijms241210395] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/19/2023] [Revised: 06/16/2023] [Accepted: 06/17/2023] [Indexed: 06/29/2023] Open
Abstract
Crops experience herbivory by arthropods and microbial infections. In the interaction between plants and chewing herbivores, lepidopteran larval oral secretions (OS) and plant-derived damage-associated molecular patterns (DAMPs) trigger plant defense responses. However, the mechanisms underlying anti-herbivore defense, especially in monocots, have not been elucidated. The receptor-like cytoplasmic kinase Broad-Spectrum Resistance 1 (BSR1) of Oryza sativa L. (rice) mediates cytoplasmic defense signaling in response to microbial pathogens and enhances disease resistance when overexpressed. Here, we investigated whether BSR1 contributes to anti-herbivore defense responses. BSR1 knockout suppressed rice responses triggered by OS from the chewing herbivore Mythimna loreyi Duponchel (Lepidoptera: Noctuidae) and peptidic DAMPs OsPeps, including the activation of genes required for biosynthesis of diterpenoid phytoalexins (DPs). BSR1-overexpressing rice plants exhibited hyperactivation of DP accumulation and ethylene signaling after treatment with simulated herbivory and acquired enhanced resistance to larval feeding. As the biological significance of herbivory-induced accumulation of rice DPs remains unexplained, their physiological activities in M. loreyi were analyzed. The addition of momilactone B, a rice DP, to the artificial diet suppressed the growth of M. loreyi larvae. Altogether, this study revealed that BSR1 and herbivory-induced rice DPs are involved in the defense against chewing insects, in addition to pathogens.
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Affiliation(s)
- Yasukazu Kanda
- Institute of Agrobiological Sciences, NARO (NIAS), Tsukuba 305-8634, Japan
- Department of Applied Biological Science, Graduate School of Science and Technology, Tokyo University of Science, Noda 278-8510, Japan
| | - Tomonori Shinya
- Institute of Plant Science and Resources, Okayama University, Kurashiki 710-0046, Japan
| | - Satoru Maeda
- Institute of Agrobiological Sciences, NARO (NIAS), Tsukuba 305-8634, Japan
| | - Kadis Mujiono
- Institute of Plant Science and Resources, Okayama University, Kurashiki 710-0046, Japan
- Faculty of Agriculture, Mulawarman University, Samarinda 75119, Indonesia
| | - Yuko Hojo
- Institute of Plant Science and Resources, Okayama University, Kurashiki 710-0046, Japan
| | - Keisuke Tomita
- Agro-Biotechnology Research Center, Graduate School of Agricultural and Life Sciences, The University of Tokyo, Tokyo 113-8657, Japan
| | - Kazunori Okada
- Agro-Biotechnology Research Center, Graduate School of Agricultural and Life Sciences, The University of Tokyo, Tokyo 113-8657, Japan
| | - Takashi Kamakura
- Department of Applied Biological Science, Graduate School of Science and Technology, Tokyo University of Science, Noda 278-8510, Japan
| | - Ivan Galis
- Institute of Plant Science and Resources, Okayama University, Kurashiki 710-0046, Japan
| | - Masaki Mori
- Institute of Agrobiological Sciences, NARO (NIAS), Tsukuba 305-8634, Japan
- Department of Applied Biological Science, Graduate School of Science and Technology, Tokyo University of Science, Noda 278-8510, Japan
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20
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Kariya K, Fujita A, Ueno M, Yoshikawa T, Teraishi M, Taniguchi Y, Ueno K, Ishihara A. Natural variation of diterpenoid phytoalexins in rice: Aromatic diterpenoid phytoalexins in specific cultivars. PHYTOCHEMISTRY 2023; 211:113708. [PMID: 37149120 DOI: 10.1016/j.phytochem.2023.113708] [Citation(s) in RCA: 4] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Subscribe] [Scholar Register] [Received: 02/24/2023] [Revised: 04/29/2023] [Accepted: 05/03/2023] [Indexed: 05/08/2023]
Abstract
Rice (Oryza sativa L.) plants accumulate antimicrobial compounds known as phytoalexins in response to pathogen attack. To date, more than 20 compounds have been isolated as phytoalexins from rice, mostly diterpenoids. However, the quantitative analysis of diterpenoid phytoalexins in various cultivars has revealed that the cultivar 'Jinguoyin' does not accumulate these compounds at detectable concentrations. Therefore, in this study, we attempted to detect a new class of phytoalexins from Bipolaris oryzae infected leaves of 'Jinguoyin'. We detected five compounds in the leaves of the target cultivar, whereas these compounds were not detected in the leaves of 'Nipponbare' or 'Kasalath', which are representative cultivars of the japonica and indica subspecies. Subsequently, we isolated these compounds from ultraviolet (UV)-light-irradiated leaves and determined their structures by spectroscopic analysis and the crystalline sponge method. All the compounds were diterpenoids containing a benzene ring and were detected from the pathogen-infected rice leaves for the first time. Because the compounds showed antifungal activity against B. oryzae and Pyricularia oryzae, we propose that they function as phytoalexins in rice and named them abietoryzins A-E. The abietoryzins tended to accumulate at high concentrations in cultivars that accumulated low levels of known diterpenoid phytoalexins after UV-light irradiation. Of the total of 69 cultivars in the WRC, 30 cultivars accumulated at least one of the abietoryzins, and, in 15 cultivars, the amounts of some abietoryzins were the highest among those of the analyzed phytoalexins. Therefore, abietoryzins are a major phytoalexin group in rice, although their presence has, to date, been overlooked (252 words).
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Affiliation(s)
- Keisuke Kariya
- United Graduate School of Agriculture, Tottori University, 4-110 Koyama Minami, Tottori, 680-8553, Japan
| | - Aiko Fujita
- Faculty of Agriculture, Tottori University, 4-110 Koyama Minami, Tottori, 680-8553, Japan
| | - Makoto Ueno
- Faculty of Life and Environmental Sciences, Shimane University, Nishikawatsu 1060, Matsue, 690-8504, Japan
| | - Takanori Yoshikawa
- Graduate School of Agriculture, Kyoto University, Kitashirakawa Oiwake-Cho, Kyoto, 606-8502, Japan
| | - Masayoshi Teraishi
- Graduate School of Agriculture, Kyoto University, Kitashirakawa Oiwake-Cho, Kyoto, 606-8502, Japan
| | - Yoshimasa Taniguchi
- Kirin Central Research Institute, Research & Development Division, Kirin Holdings Company Ltd, 26-1, Muraoka-Higashi 2-chome, Fujisawa, Kanagawa, 251-8555, Japan
| | - Kotomi Ueno
- Faculty of Agriculture, Tottori University, 4-110 Koyama Minami, Tottori, 680-8553, Japan
| | - Atsushi Ishihara
- Faculty of Agriculture, Tottori University, 4-110 Koyama Minami, Tottori, 680-8553, Japan.
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21
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Johansen JL, Dam M, Kudjordjie EN, Santos SS, Palmqvist A, Magid J, Vestergård M. Effects of long-term fertilization with contemporary Danish human urine, composted household waste and sewage sludge on soil nematode abundance and community structure. THE SCIENCE OF THE TOTAL ENVIRONMENT 2023; 860:160485. [PMID: 36436626 DOI: 10.1016/j.scitotenv.2022.160485] [Citation(s) in RCA: 6] [Impact Index Per Article: 3.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 09/02/2022] [Revised: 11/21/2022] [Accepted: 11/21/2022] [Indexed: 06/16/2023]
Abstract
It is desirable to recycle the urban waste products human urine, composted household waste and sewage sludge as fertilizers to agricultural fields. This could minimize the use of NPK fertilizer, improve soil structure and store carbon. However, waste products may contain heavy metals, persistent organic pollutants (POP) and plastics, and there are concerns that long-term build-up of these substances will cause unwanted effects on soil health. Nematodes are ubiquitous and numerous in soil ecosystems. Abundance and community structure of soil nematodes can be used as indicators of soil health, as some species are vulnerable to pollution. There are well-developed methods for detecting environmental changes based on nematode community structure. At the long-term CRUCIAL field experiment, where alternative fertilizer products have been applied since 2003, we measured effects of long-term fertilization with human urine, composted household waste and sewage sludge on soil properties (pH, soil organic matter and nitrogen availability), abundance of soil microorganisms (bacteria, fungi, small protozoa and ciliates) and nematode trophic groups compared to plots with unfertilized, NPK and cattle manure treatment. Sampling and assessments were done three times during a growth season. Further, we assessed the composition of nematode communities using metabarcoding. Treatments with a high input of organic matter (cattle manure, composted household waste and sewage sludge) had high abundances of bacteria and thus bacterial grazers (small protozoa, ciliates, and bacterial feeding nematodes). We found a significant correlation between nematode community structure and pH and organic matter. We calculated the nematode Maturity Index 2-5 (pollution indicator) based on metabarcoding data, which did not differ significantly between the treatments. We conclude that long-term fertilization with different types of contemporary Danish urban waste products affects both soil properties and abundance of soil organisms, the latter largely reflecting the organic matter input of the fertilizer treatments. We found no adverse effect on nematode communities that could indicate pollution-induced stress on nematofauna or decreased soil fertility.
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Affiliation(s)
- Jesper Liengaard Johansen
- Department of Plant and Environmental Sciences, University of Copenhagen, Thorvaldsensvej 40, DK1871 København, Denmark; Department of Agroecology, AU-Flakkebjerg, Aarhus University, Forsøgsvej 1, DK4200 Slagelse, Denmark; Department of Science and Environment, Roskilde University, Universitetsvej 1, PO Box 260, DK4000 Roskilde, Denmark.
| | - Marie Dam
- Danish Agricultural Agency, Ministry of Food, Agriculture and Fisheries of Denmark, Nyropsgade 30, DK1780 Copenhagen, Denmark
| | - Enoch Narh Kudjordjie
- Department of Agroecology, AU-Flakkebjerg, Aarhus University, Forsøgsvej 1, DK4200 Slagelse, Denmark
| | - Susana Silva Santos
- Department of Agroecology, AU-Flakkebjerg, Aarhus University, Forsøgsvej 1, DK4200 Slagelse, Denmark
| | - Annemette Palmqvist
- Department of Science and Environment, Roskilde University, Universitetsvej 1, PO Box 260, DK4000 Roskilde, Denmark
| | - Jakob Magid
- Department of Plant and Environmental Sciences, University of Copenhagen, Thorvaldsensvej 40, DK1871 København, Denmark
| | - Mette Vestergård
- Department of Agroecology, AU-Flakkebjerg, Aarhus University, Forsøgsvej 1, DK4200 Slagelse, Denmark
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22
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Lin J, Monsalvo I, Ly M, Jahan MA, Wi D, Martirosyan I, Kovinich N. RNA-Seq Dissects Incomplete Activation of Phytoalexin Biosynthesis by the Soybean Transcription Factors GmMYB29A2 and GmNAC42-1. PLANTS (BASEL, SWITZERLAND) 2023; 12:545. [PMID: 36771629 PMCID: PMC9921300 DOI: 10.3390/plants12030545] [Citation(s) in RCA: 2] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Subscribe] [Scholar Register] [Received: 12/30/2022] [Revised: 01/17/2023] [Accepted: 01/18/2023] [Indexed: 06/18/2023]
Abstract
Glyceollins, isoflavonoid-derived antimicrobial metabolites, are the major phytoalexins in soybean (Glycine max). They play essential roles in providing resistance to the soil-borne pathogen Phytophthora sojae and have unconventional anticancer and neuroprotective activities that render them desirable for pharmaceutical development. Our previous studies revealed that the transcription factors GmMYB29A2 and GmNAC42-1 have essential roles in activating glyceollin biosynthesis, yet each cannot activate the transcription of all biosynthesis genes in the absence of a pathogen elicitor treatment. Here, we report that co-overexpressing both transcription factors is also insufficient to activate glyceollin biosynthesis. To understand this insufficiency, we compared the transcriptome profiles of hairy roots overexpressing each transcription factor with glyceollin-synthesizing roots treated with wall glucan elicitor (WGE) from P. sojae. GmMYB29A2 upregulated most of the WGE-regulated genes that encode enzymatic steps spanning from primary metabolism to the last step of glyceollin biosynthesis. By contrast, GmNAC42-1 upregulated glyceollin biosynthesis genes only when overexpressed in the presence of WGE treatment. This is consistent with our recent discovery that, in the absence of WGE, GmNAC42-1 is bound by GmJAZ1 proteins that inhibit its transactivation activity. WGE, and not GmMYB29A2 or GmNAC42-1, upregulated the heat shock family gene GmHSF6-1, the homolog of Arabidopsis HSFB2a that directly activated the transcription of several glyceollin biosynthesis genes. Our results provide important insights into what biosynthesis genes will need to be upregulated to activate the entire glyceollin biosynthetic pathway.
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Affiliation(s)
- Jie Lin
- Department of Biology, Faculty of Science, York University, Toronto, ON M3J 1P3, Canada
| | - Ivan Monsalvo
- Department of Biology, Faculty of Science, York University, Toronto, ON M3J 1P3, Canada
| | - Melissa Ly
- Department of Biology, Faculty of Science, York University, Toronto, ON M3J 1P3, Canada
| | - Md Asraful Jahan
- Department of Genetic Engineering and Biotechnology, Shahjalal University of Science and Technology, Sylhet 3114, Bangladesh
| | - Dasol Wi
- Department of Biology, Faculty of Science, York University, Toronto, ON M3J 1P3, Canada
| | - Izabella Martirosyan
- Department of Biology, Faculty of Science, York University, Toronto, ON M3J 1P3, Canada
| | - Nik Kovinich
- Department of Biology, Faculty of Science, York University, Toronto, ON M3J 1P3, Canada
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23
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Desmedt W, Kudjordjie EN, Chavan SN, Desmet S, Nicolaisen M, Vanholme B, Vestergård M, Kyndt T. Distinct chemical resistance-inducing stimuli result in common transcriptional, metabolic, and nematode community signatures in rice root and rhizosphere. JOURNAL OF EXPERIMENTAL BOTANY 2022; 73:7564-7581. [PMID: 36124630 DOI: 10.1093/jxb/erac375] [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: 01/28/2022] [Accepted: 09/15/2022] [Indexed: 06/15/2023]
Abstract
Induced resistance (IR), a phenotypic state induced by an exogenous stimulus and characterized by enhanced resistance to future (a)biotic challenge, is an important component of plant immunity. Numerous IR-inducing stimuli have been described in various plant species, but relatively little is known about 'core' systemic responses shared by these distinct IR stimuli and the effects of IR on plant-associated microbiota. In this study, rice (Oryza sativa) leaves were treated with four distinct IR stimuli (β-aminobutyric acid, acibenzolar-S-methyl, dehydroascorbic acid, and piperonylic acid) capable of inducing systemic IR against the root-knot nematode Meloidogyne graminicola and evaluated their effect on the root transcriptome and exudome, and root-associated nematode communities. Our results reveal shared transcriptional responses-notably induction of jasmonic acid and phenylpropanoid metabolism-and shared alterations to the exudome that include increased amino acid, benzoate, and fatty acid exudation. In rice plants grown in soil from a rice field, IR stimuli significantly affected the composition of rhizosphere nematode communities 3 d after treatment, but by 14 d after treatment these changes had largely reverted. Notably, IR stimuli did not reduce nematode diversity, which suggests that IR might offer a sustainable option for managing plant-parasitic nematodes.
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Affiliation(s)
- Willem Desmedt
- Department of Biotechnology, Ghent University, 9000 Ghent, Belgium
- Department of Plant Biotechnology and Bioinformatics, Ghent University, 9052 Ghent, Belgium
- VIB Center for Plant Systems Biology, 9052 Ghent, Belgium
| | - Enoch Narh Kudjordjie
- Department of Agroecology, Faculty of Technical Sciences, Aarhus University, 4200 Slagelse, Denmark
| | - Satish Namdeo Chavan
- Department of Biotechnology, Ghent University, 9000 Ghent, Belgium
- ICAR-Indian Institute of Rice Research, Rajendranagar, 500030 Hyderabad, India
| | - Sandrien Desmet
- Department of Plant Biotechnology and Bioinformatics, Ghent University, 9052 Ghent, Belgium
- VIB Center for Plant Systems Biology, 9052 Ghent, Belgium
- VIB Metabolomics Core Ghent, 9052 Ghent, Belgium
| | - Mogens Nicolaisen
- Department of Agroecology, Faculty of Technical Sciences, Aarhus University, 4200 Slagelse, Denmark
| | - Bartel Vanholme
- Department of Plant Biotechnology and Bioinformatics, Ghent University, 9052 Ghent, Belgium
- VIB Center for Plant Systems Biology, 9052 Ghent, Belgium
| | - Mette Vestergård
- Department of Agroecology, Faculty of Technical Sciences, Aarhus University, 4200 Slagelse, Denmark
| | - Tina Kyndt
- Department of Biotechnology, Ghent University, 9000 Ghent, Belgium
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