1
|
Gao S, Chai Y, Zhou X, Chen S. Mining of Root-Specific Expression Genes and Their Core Cis-Regulatory Elements in Plants. Int J Mol Sci 2025; 26:1720. [PMID: 40004183 PMCID: PMC11855845 DOI: 10.3390/ijms26041720] [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: 12/11/2024] [Revised: 02/12/2025] [Accepted: 02/13/2025] [Indexed: 02/27/2025] Open
Abstract
Mining tissue-specific genes is important for studying the processes of life activities within tissues, and it is a way of finding genes that regulate relevant traits. In recent years, the massive growth of expression data from various tissues has provided important opportunities for the large-scale analysis of tissue-specific genes. We found 489, 276, and 728 RTEGs (root tissue-specific expression genes) using 35 RNA-seq databases in 13 different tissues from three species of plants, e.g., Arabidopsis, rice, and maize, respectively, by bioinformatics methods. A total of 34 RTEGs in rice were found to be conserved in all three species, and 29 genes of them were unreported. Furthermore, 16 newly core cis-acting elements, named REM1-16 (root expression motif), were predicted by four well-known bioinformatics tools, which might determine the root tissue expression pattern. In particular, REM2 is conserved in not only Arabidopsis, but also rice. These cis-acting elements may be an important genetic resource that can be introduced into synthetic memory circuits to precisely regulate the spatiotemporal expression of genes in a user-defined manner.
Collapse
Affiliation(s)
| | | | | | - Suhui Chen
- Shanghai Key Laboratory of Plant Molecular Sciences, College of Life Sciences, Shanghai Normal University, Shanghai 200234, China
| |
Collapse
|
2
|
Chavan SN, Degroote E, De Kock K, Demeestere K, Kyndt T. ARGONAUTE4 and the DNA demethylase REPRESSOR OF SILENCING 1C mediate dehydroascorbate-induced intergenerational nematode resistance in rice. PLANT PHYSIOLOGY 2024; 197:kiae598. [PMID: 39509606 DOI: 10.1093/plphys/kiae598] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 03/06/2024] [Revised: 09/26/2024] [Accepted: 10/01/2024] [Indexed: 11/15/2024]
Abstract
Plants can transmit information to the next generation and modulate the phenotype of their offspring through epigenetic mechanisms. In this study, we demonstrate the activation of "intergenerational acquired resistance" (IAR) in the progeny of rice (Oryza sativa) plants exogenously treated with dehydroascorbate (DHA). The offspring of lifelong DHA-treated plants (DHA-IAR) were significantly less susceptible to the root-knot nematode Meloidogyne graminicola and partially inherited the DHA-induced transcriptional response found in the parental plants. Phytohormone analyses on the DHA-IAR plants unveiled higher basal abscisic acid levels and a primed induction of the jasmonic acid pathway. RNA-seq analysis on the embryonic tissues of immature seeds of DHA-treated plants revealed major shifts in the expression of genes associated with epigenetic pathways. We confirmed that DHA treatment leads to a significant but transient pattern of global DNA hypomethylation in the parental plants 12 to 24 h after treatment. The induction of resistance in the parental plants requires the DNA demethylase REPRESSOR OF SILENCING 1C (ROS1c) and ARGONAUTE 4, suggesting a role for DNA demethylation and subsequent remethylation in establishment of this phenotype. Confirming the transience of global hypomethylation upon DHA treatment, no significant change in global DNA methylation levels was observed in DHA-IAR versus naïve plants. Finally, DHA could not induce IAR in the ros1c mutant line and the ARGONAUTE 4 (ago4ab)-RNAi line. These data indicate that a controlled collaboration between transient DNA demethylation and remethylation underlies the induced resistance and IAR phenotypes upon DHA treatment.
Collapse
Affiliation(s)
- Satish Namdeo Chavan
- Faculty of Bioscience Engineering, Department of Biotechnology, Ghent University, Proeftuinstraat 86 N1, Ghent 9000, Belgium
- ICAR-Indian Institute of Rice Research, Department of Nematology, Rajendranagar, Hyderabad 500030, India
| | - Eva Degroote
- Faculty of Bioscience Engineering, Department of Biotechnology, Ghent University, Proeftuinstraat 86 N1, Ghent 9000, Belgium
- Lima Europe, Rumst 2840, Belgium
- Faculty of Bioscience Engineering, Department of Green Chemistry and Technology, Ghent University, Ghent 9000, Belgium
| | - Karen De Kock
- Faculty of Bioscience Engineering, Department of Biotechnology, Ghent University, Proeftuinstraat 86 N1, Ghent 9000, Belgium
| | - Kristof Demeestere
- Faculty of Bioscience Engineering, Department of Green Chemistry and Technology, Ghent University, Ghent 9000, Belgium
| | - Tina Kyndt
- Faculty of Bioscience Engineering, Department of Biotechnology, Ghent University, Proeftuinstraat 86 N1, Ghent 9000, Belgium
| |
Collapse
|
3
|
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.
Collapse
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;
| |
Collapse
|
4
|
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.
Collapse
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
| |
Collapse
|
5
|
Singh K, Gupta R, Shokat S, Iqbal N, Kocsy G, Pérez-Pérez JM, Riyazuddin R. Ascorbate, plant hormones and their interactions during plant responses to biotic stress. PHYSIOLOGIA PLANTARUM 2024; 176:e14388. [PMID: 38946634 DOI: 10.1111/ppl.14388] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 03/29/2024] [Revised: 05/18/2024] [Accepted: 05/22/2024] [Indexed: 07/02/2024]
Abstract
Plants can experience a variety of environmental stresses that significantly impact their fitness and survival. Additionally, biotic stress can harm agriculture, leading to reduced crop yields and economic losses worldwide. As a result, plants have developed defense strategies to combat potential invaders. These strategies involve regulating redox homeostasis. Several studies have documented the positive role of plant antioxidants, including Ascorbate (Asc), under biotic stress conditions. Asc is a multifaceted antioxidant that scavenges ROS, acts as a co-factor for different enzymes, regulates gene expression, and facilitates iron transport. However, little attention has been given to Asc and its transport, regulatory effects, interplay with phytohormones, and involvement in defense processes under biotic stress. Asc interacts with other components of the redox system and phytohormones to activate various defense responses that reduce the growth of plant pathogens and promote plant growth and development under biotic stress conditions. Scientific reports indicate that Asc can significantly contribute to plant resistance against biotic stress through mutual interactions with components of the redox and hormonal systems. This review focuses on the role of Asc in enhancing plant resistance against pathogens. Further research is necessary to gain a more comprehensive understanding of the molecular and cellular regulatory processes involved.
Collapse
Affiliation(s)
- Kalpita Singh
- Department of Biological Resources, Agricultural Institute, Centre for Agricultural Research, Hungarian Research Network (HUN-REN), Martonvásár, Hungary
- Doctoral School of Plant Sciences, Hungarian University of Agriculture and Life Sciences, Gödöllő, Hungary
| | - Ravi Gupta
- College of General Education, Kookmin University, Seoul, Republic of South Korea
| | - Sajid Shokat
- Section for Crop Science, Department of Plant and Environmental Sciences, University of Copenhagen, Taastrup, Denmark
- Plant Breeding and Genetics Laboratory, IAEA Laboratories, Seibersdorf, Austria
| | - Nadeem Iqbal
- Department of Plant Biology, Faculty of Science and Informatics, University of Szeged, Szeged, Hungary
- Doctoral School of Environmental Sciences, University of Szeged, Szeged, Hungary
| | - Gábor Kocsy
- Department of Biological Resources, Agricultural Institute, Centre for Agricultural Research, Hungarian Research Network (HUN-REN), Martonvásár, Hungary
| | | | | |
Collapse
|
6
|
Zhang Q, He D, Zhang J, He H, Guan G, Xu T, Li W, He Y, Zhang Z. RIP5 Interacts with REL1 and Negatively Regulates Drought Tolerance in Rice. Cells 2024; 13:887. [PMID: 38891020 PMCID: PMC11172185 DOI: 10.3390/cells13110887] [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: 04/23/2024] [Revised: 05/15/2024] [Accepted: 05/20/2024] [Indexed: 06/20/2024] Open
Abstract
Improving the drought resistance of rice is of great significance for expanding the planting area and improving the stable yield of rice. In our previous work, we found that ROLLED AND ERECT LEAF1 (REL1) protein promoted enhanced tolerance to drought stress by eliminating reactive oxygen species (ROS) levels and triggering the abscisic acid (ABA) response. However, the mechanism through which REL1 regulates drought tolerance by removing ROS is unclear. In this study, we identified REL1 interacting protein 5 (RIP5) and found that it directly combines with REL1 in the chloroplast. We found that RIP5 was strongly expressed in ZH11 under drought-stress conditions, and that the rip5-ko mutants significantly improved the tolerance of rice plants to drought, whereas overexpression of RIP5 resulted in greater susceptibility to drought. Further investigation suggested that RIP5 negatively regulated drought tolerance in rice by decreasing the content of ascorbic acid (AsA), thereby reducing ROS clearance. RNA sequencing showed that the knockout of RIP5 caused differential gene expression that is chiefly associated with ascorbate and aldarate metabolism. Furthermore, multiple experimental results suggest that REL1 is involved in regulating drought tolerance by inhibiting RIP5. Collectively, our findings reveal the importance of the inhibition of RIP5 by REL1 in affecting the rice's response to drought stress. This work not only explains the drought tolerance mechanism of rice, but will also help to improve the drought tolerance of rice.
Collapse
Affiliation(s)
| | | | | | | | | | | | | | | | - Zemin Zhang
- State Key Laboratory for Conservation and Utilization of Subtropical Agro-Bioresources, Guangdong Provincial Key Laboratory of Plant Molecular Breeding, South China Agricultural University, Guangzhou 510642, China; (Q.Z.); (D.H.); (J.Z.); (H.H.); (G.G.); (T.X.); (W.L.); (Y.H.)
| |
Collapse
|
7
|
Mellidou I, Kanellis AK. Revisiting the role of ascorbate oxidase in plant systems. JOURNAL OF EXPERIMENTAL BOTANY 2024; 75:2740-2753. [PMID: 38366668 PMCID: PMC11794944 DOI: 10.1093/jxb/erae058] [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: 12/21/2023] [Accepted: 02/13/2024] [Indexed: 02/18/2024]
Abstract
Ascorbic acid (AsA) plays an indispensable role in plants, serving as both an antioxidant and a master regulator of the cellular redox balance. Ascorbate oxidase (AO) is a blue copper oxidase that is responsible for the oxidation of AsA with the concomitant production of water. For many decades, AO was erroneously postulated as an enzyme without any obvious advantage, as it decreases the AsA pool size and thus is expected to weaken plant stress resistance. It was only a decade ago that this perspective shifted towards the fundamental role of AO in orchestrating both AsA and oxygen levels by influencing the overall redox balance in the extracellular matrix. Consistent with its localization in the apoplast, AO is involved in cell expansion, division, resource allocation, and overall plant yield. An increasing number of transgenic studies has demonstrated that AO can also facilitate communication between the surrounding environment and the cell, as its gene expression is highly responsive to factors such as hormonal signaling, oxidative stress, and mechanical injury. This review aims to describe the multiple functions of AO in plant growth, development, and stress resilience, and explore any additional roles the enzyme might have in fruits during the course of ripening.
Collapse
Affiliation(s)
- Ifigeneia Mellidou
- Institute of Plant Breeding and Genetic Resources, Hellenic Agricultural Organization ELGO-DIMITRA, 57001 Thessaloniki, Greece
| | - Angelos K Kanellis
- Group of Biotechnology of Pharmaceutical Plants, Laboratory of Pharmacognosy, Department of Pharmaceutical Sciences, Aristotle University of Thessaloniki, 541 24 Thessaloniki, Greece
| |
Collapse
|
8
|
Ahmed R, Kaldis A, Voloudakis A. Silencing of a Nicotiana benthamiana ascorbate oxidase gene reveals its involvement in resistance against cucumber mosaic virus. PLANTA 2024; 259:38. [PMID: 38227024 PMCID: PMC10791908 DOI: 10.1007/s00425-023-04313-x] [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: 10/06/2023] [Accepted: 12/13/2023] [Indexed: 01/17/2024]
Abstract
MAIN CONCLUSION Silencing of an ascorbate oxidase (AO) gene in N. benthamiana enhanced disease severity from cucumber mosaic virus (CMV), showing higher accumulation and expansion of the spreading area of CMV. A Nicotiana benthamiana ascorbate oxidase (NbAO) gene was found to be induced upon cucumber mosaic virus (CMV) infection. Virus-induced gene silencing (VIGS) was employed to elucidate the function of AO in N. benthamiana. The tobacco rattle virus (TRV)-mediated VIGS resulted in an efficient silencing of the NbAO gene, i.e., 97.5% and 78.8% in relative quantification as compared to the control groups (TRV::eGFP- and the mock-inoculated plants), respectively. In addition, AO enzymatic activity decreased in the TRV::NtAO-silenced plants as compared to control. TRV::NtAO-mediated NbAO silencing induced a greater reduction in plant height by 15.2% upon CMV infection. CMV titer at 3 dpi was increased in the systemic leaves of NbAO-silenced plants (a 35-fold change difference as compared to the TRV::eGFP-treated group). Interestingly, CMV and TRV titers vary in different parts of systemically infected N. benthamiana leaves. In TRV::eGFP-treated plants, CMV accumulated only at the top half of the leaf, whereas the bottom half of the leaf was "occupied" by TRV. In contrast, in the NbAO-silenced plants, CMV accumulated in both the top and the bottom half of the leaf, suggesting that the silencing of the NbAO gene resulted in the expansion of the spreading area of CMV. Our data suggest that the AO gene might function as a resistant factor against CMV infection in N. benthamiana.
Collapse
Affiliation(s)
- Reshma Ahmed
- Laboratory of Plant Breeding and Biometry, Department of Crop Science, Agricultural University of Athens, 11855, Athens, Greece
- Department of Agricultural Biotechnology, Assam Agricultural University, Jorhat, Assam, 785013, India
| | - Athanasios Kaldis
- Laboratory of Plant Breeding and Biometry, Department of Crop Science, Agricultural University of Athens, 11855, Athens, Greece
| | - Andreas Voloudakis
- Laboratory of Plant Breeding and Biometry, Department of Crop Science, Agricultural University of Athens, 11855, Athens, Greece.
| |
Collapse
|
9
|
De Kock K, Matthys J, Kyndt T. ROS Detection and Quantification in Plant-Nematode Interactions. Methods Mol Biol 2024; 2756:305-316. [PMID: 38427301 DOI: 10.1007/978-1-0716-3638-1_10] [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] [Indexed: 03/02/2024]
Abstract
Reactive oxygen species (ROS) accumulation is one of the earliest hallmarks upon successful pathogen recognition in plants. H2O2 is considered the most important ROS in plant defense considering its relatively high stability and capacity to cross long distances in the plant. However, ROS also play roles in cell development and could hence facilitate nematode feeding site development. Several methods to analyze the cellular redox state exist, among which ROS detection and quantification and the evaluation of ROS scavenging enzyme activity (peroxidase activity, catalase activity, etc.). Here, we describe DAB staining, which is used to detect and localize ROS in planta upon an external trigger. Furthermore, ROS quantification using the FOX assay is described. Both methods have been used extensively in research and yield repeatable results in various plants.
Collapse
Affiliation(s)
- Karen De Kock
- Department of Biotechnology, Faculty of Bioscience Engineering, Ghent University, Ghent, Belgium
| | - Jasper Matthys
- Department of Biotechnology, Faculty of Bioscience Engineering, Ghent University, Ghent, Belgium
| | - Tina Kyndt
- Department of Biotechnology, Faculty of Bioscience Engineering, Ghent University, Ghent, Belgium.
| |
Collapse
|
10
|
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: 6] [Impact Index Per Article: 3.0] [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.
Collapse
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
| |
Collapse
|
11
|
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.
Collapse
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.
| |
Collapse
|
12
|
Verhoeven A, Finkers-Tomczak A, Prins P, Valkenburg-van Raaij DR, van Schaik CC, Overmars H, van Steenbrugge JJM, Tacken W, Varossieau K, Slootweg EJ, Kappers IF, Quentin M, Goverse A, Sterken MG, Smant G. The root-knot nematode effector MiMSP32 targets host 12-oxophytodienoate reductase 2 to regulate plant susceptibility. THE NEW PHYTOLOGIST 2023; 237:2360-2374. [PMID: 36457296 DOI: 10.1111/nph.18653] [Citation(s) in RCA: 5] [Impact Index Per Article: 2.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 11/02/2022] [Accepted: 11/23/2022] [Indexed: 06/17/2023]
Abstract
To establish persistent infections in host plants, herbivorous invaders, such as root-knot nematodes, must rely on effectors for suppressing damage-induced jasmonate-dependent host defenses. However, at present, the effector mechanisms targeting the biosynthesis of biologically active jasmonates to avoid adverse host responses are unknown. Using yeast two-hybrid, in planta co-immunoprecipitation, and mutant analyses, we identified 12-oxophytodienoate reductase 2 (OPR2) as an important host target of the stylet-secreted effector MiMSP32 of the root-knot nematode Meloidogyne incognita. MiMSP32 has no informative sequence similarities with other functionally annotated genes but was selected for the discovery of novel effector mechanisms based on evidence of positive, diversifying selection. OPR2 catalyzes the conversion of a derivative of 12-oxophytodienoate to jasmonic acid (JA) and operates parallel to 12-oxophytodienoate reductase 3 (OPR3), which controls the main pathway in the biosynthesis of jasmonates. We show that MiMSP32 targets OPR2 to promote parasitism of M. incognita in host plants independent of OPR3-mediated JA biosynthesis. Artificially manipulating the conversion of the 12-oxophytodienoate by OPRs increases susceptibility to multiple unrelated plant invaders. Our study is the first to shed light on a novel effector mechanism targeting this process to regulate the susceptibility of host plants.
Collapse
Affiliation(s)
- Ava Verhoeven
- Laboratory of Nematology, Department of Plant Sciences, Wageningen University & Research, Droevendaalsesteeg 1, 6708 PB, Wageningen, the Netherlands
- Plant Stress Resilience, Utrecht University, Padualaan 8, 3584 CH, Utrecht, the Netherlands
- Plant-Environment Signaling, Utrecht University, Padualaan 8, 3584 CH, Utrecht, the Netherlands
| | - Anna Finkers-Tomczak
- Laboratory of Nematology, Department of Plant Sciences, Wageningen University & Research, Droevendaalsesteeg 1, 6708 PB, Wageningen, the Netherlands
| | - Pjotr Prins
- Laboratory of Nematology, Department of Plant Sciences, Wageningen University & Research, Droevendaalsesteeg 1, 6708 PB, Wageningen, the Netherlands
| | - Debbie R Valkenburg-van Raaij
- Laboratory of Nematology, Department of Plant Sciences, Wageningen University & Research, Droevendaalsesteeg 1, 6708 PB, Wageningen, the Netherlands
| | - Casper C van Schaik
- Laboratory of Nematology, Department of Plant Sciences, Wageningen University & Research, Droevendaalsesteeg 1, 6708 PB, Wageningen, the Netherlands
| | - Hein Overmars
- Laboratory of Nematology, Department of Plant Sciences, Wageningen University & Research, Droevendaalsesteeg 1, 6708 PB, Wageningen, the Netherlands
| | - Joris J M van Steenbrugge
- Laboratory of Nematology, Department of Plant Sciences, Wageningen University & Research, Droevendaalsesteeg 1, 6708 PB, Wageningen, the Netherlands
| | - Wannes Tacken
- Laboratory of Nematology, Department of Plant Sciences, Wageningen University & Research, Droevendaalsesteeg 1, 6708 PB, Wageningen, the Netherlands
| | - Koen Varossieau
- Laboratory of Nematology, Department of Plant Sciences, Wageningen University & Research, Droevendaalsesteeg 1, 6708 PB, Wageningen, the Netherlands
| | - Erik J Slootweg
- Laboratory of Nematology, Department of Plant Sciences, Wageningen University & Research, Droevendaalsesteeg 1, 6708 PB, Wageningen, the Netherlands
| | - Iris F Kappers
- Laboratory of Plant Physiology, Department of Plant Sciences, Wageningen University & Research, Droevendaalsesteeg 1, 6708 PB, Wageningen, the Netherlands
| | - Michaël Quentin
- INRAE, Université Côte d'Azur, CNRS, ISA, F-06903, Sophia Antipolis, France
| | - Aska Goverse
- Laboratory of Nematology, Department of Plant Sciences, Wageningen University & Research, Droevendaalsesteeg 1, 6708 PB, Wageningen, the Netherlands
| | - Mark G Sterken
- Laboratory of Nematology, Department of Plant Sciences, Wageningen University & Research, Droevendaalsesteeg 1, 6708 PB, Wageningen, the Netherlands
| | - Geert Smant
- Laboratory of Nematology, Department of Plant Sciences, Wageningen University & Research, Droevendaalsesteeg 1, 6708 PB, Wageningen, the Netherlands
| |
Collapse
|
13
|
De Kesel J, Bonneure E, Frei M, De Meyer T, Mangelinckx S, Kyndt T. Diproline-induced resistance to parasitic nematodes in the same and subsequent rice generations: Roles of iron, nitric oxide and ethylene. FRONTIERS IN PLANT SCIENCE 2023; 14:1112007. [PMID: 36824193 PMCID: PMC9941634 DOI: 10.3389/fpls.2023.1112007] [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: 11/30/2022] [Accepted: 01/20/2023] [Indexed: 06/18/2023]
Abstract
Induced resistance (IR) is a plant phenotype characterized by lower susceptibility to biotic challenges upon elicitation by so-called IR stimuli. Earlier, we identified diproline (cyclo(l-Pro-l-Pro)) as IR stimulus that protects rice (Oryza sativa) against the root-knot nematode Meloidogyne graminicola (Mg). In the current study, detailed transcriptome analyses at different time points, and under uninfected and nematode-infected conditions revealed that this rice IR phenotype is correlated with induction of genes related to iron (Fe), ethylene (ET) and reactive oxygen species (ROS)/reactive nitrogen species (RNS) metabolism. An infection experiment under Fe limiting conditions confirmed that diproline-IR is only effective under optimal Fe supply. Although total root Fe levels were not affected in diproline-treated plants, phytosiderophore secretion was found to be induced by this treatment. Experiments on mutant and transgenic rice lines impaired in ET or ROS/RNS metabolism confirmed that these metabolites are involved in diproline-IR. Finally, we provide evidence for transgenerational inheritance of diproline-IR (diproline-TIR), as two successive generations of diproline-treated ancestors exhibited an IR phenotype while themselves never being exposed to diproline. Transcriptome analyses on the offspring plants revealed extensive overlap between the pathways underpinning diproline-IR and diproline-TIR. Although diproline induces significant systemic changes in global DNA methylation levels early after treatment, such changes in DNA methylation were not detected in the descendants of these plants. To our knowledge, this is the first report of TIR in rice and the first transcriptional assessment of TIR in monocots.
Collapse
Affiliation(s)
- Jonas De Kesel
- Department of Biotechnology, Faculty of Bioscience Engineering, Ghent University, Ghent, Belgium
| | - Eli Bonneure
- Department of Green Chemistry and Technology, Faculty of Bioscience Engineering, Ghent University, Ghent, Belgium
| | - Michael Frei
- Department of Agronomy and Crop Physiology, Institute for Agronomy and Plant Breeding, Justus Liebig University Giessen, Giessen, Germany
| | - Tim De Meyer
- Department of Data Analysis and Mathematical Modelling, Faculty of Bioscience Engineering, Ghent University, Ghent, Belgium
| | - Sven Mangelinckx
- Department of Green Chemistry and Technology, Faculty of Bioscience Engineering, Ghent University, Ghent, Belgium
| | - Tina Kyndt
- Department of Biotechnology, Faculty of Bioscience Engineering, Ghent University, Ghent, Belgium
| |
Collapse
|
14
|
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.
Collapse
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
| |
Collapse
|
15
|
Barka EA, Lahlali R, Mauch-Mani B. Editorial: Elicitors, secret agents at the service of the plant kingdom. FRONTIERS IN PLANT SCIENCE 2022; 13:1060483. [PMID: 36330246 PMCID: PMC9623669 DOI: 10.3389/fpls.2022.1060483] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Key Words] [Track Full Text] [Subscribe] [Scholar Register] [Received: 10/03/2022] [Accepted: 10/12/2022] [Indexed: 06/16/2023]
Affiliation(s)
- Essaid Ait Barka
- Unité de Recherche Résistance Induite et Bio-Protection des Plantes-EA 4707-USC INRAE1488, Reims Champagne-Ardenne University, Reims, France
| | - Rachid Lahlali
- Department of Plant Protection, Phytopathology Unit, Ecole Nationale d’Agriculture de Meknès, Meknès, Morocco
| | | |
Collapse
|
16
|
Ye S, Yan R, Li X, Lin Y, Yang Z, Ma Y, Ding Z. Biocontrol potential of Pseudomonas rhodesiae GC-7 against the root-knot nematode Meloidogyne graminicola through both antagonistic effects and induced plant resistance. Front Microbiol 2022; 13:1025727. [PMID: 36386722 PMCID: PMC9651087 DOI: 10.3389/fmicb.2022.1025727] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Abstract] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/23/2022] [Accepted: 09/23/2022] [Indexed: 11/22/2022] Open
Abstract
Plant-parasitic nematodes (PPNs) cause serious damage to agricultural production worldwide. Currently, because of a lack of effective and environmental-friendly chemical nematicides, the use of microbial nematicides has been proposed as an eco-friendly management strategy to control PPNs. A nematicidal bacterium GC-7 was originally isolated from the rice rhizosphere, and was identified as Pseudomonas rhodesiae. Treatment with the fermentation supernatant of GC-7 in vitro showed a highly lethal effect on second-stage juveniles of Meloidogyne graminicola, with the mortality rate increasing to 95.82% at 24 h and egg hatching significantly inhibited, with a hatch inhibition rate of 60.65% at 96 h. The bacterium significantly reduced the level of damage caused by M. graminicola infestations to rice (Oryza sativa) in greenhouse and field experiments. Under greenhouse conditions, the GC-7 culture efficiently reduced the gall index and nematode population in rice roots and soils, as well as inhibited nematode development compared to the control. Under field conditions, application of the GC-7 consistently showed a high biocontrol efficacy against M. graminicola (with a control efficiency of 58.85%) and promoted plant growth. In addition, the inoculation of GC-7 in M. graminicola-infested rice plant fields significantly suppressed final nematode populations in soil under natural conditions. Furthermore, activities of plant defense-related enzymes, peroxidase, polyphenol oxidase, and phenylalanine ammonia-lyase were remarkably increased in plant roots treated with GC-7 compared with roots that were challenge to M. graminicola. Moreover, quantitative real-time PCR analysis showed that GC-7 significantly enhanced the expression of defense genes (PR1a, WRKY45, JaMYB, AOS2, ERF1, and ACS1) related to salicylic acid, jasmonic acid, and ethylene signaling pathways in rice roots after inoculation with GC-7 at different levels. The results indicated that GC-7 could be an effective biological component in the integrated management of M. graminicola infecting rice.
Collapse
Affiliation(s)
- Shan Ye
- College of Plant Protection, Hunan Agricultural University, Changsha, Hunan, China
- Hunan Provincial Engineering & Technology Research Center for Biopesticide and Formulation Processing, Changsha, Hunan, China
| | - Rui Yan
- College of Plant Protection, Hunan Agricultural University, Changsha, Hunan, China
| | - Xinwen Li
- Agriculture and Rural Department of Hunan Province, Plant Protection and Inspection Station, Changsha, Hunan, China
| | - Yufeng Lin
- Agriculture and Rural Department of Hunan Province, Plant Protection and Inspection Station, Changsha, Hunan, China
| | - Zhuhong Yang
- College of Plant Protection, Hunan Agricultural University, Changsha, Hunan, China
- Hunan Provincial Engineering & Technology Research Center for Biopesticide and Formulation Processing, Changsha, Hunan, China
| | - Yihang Ma
- Department of Chemical Metrology and Reference Materials, Hunan Institute of Metrology and Test, Changsha, Hunan, China
| | - Zhong Ding
- College of Plant Protection, Hunan Agricultural University, Changsha, Hunan, China
- Hunan Provincial Engineering & Technology Research Center for Biopesticide and Formulation Processing, Changsha, Hunan, China
- *Correspondence: Zhong Ding,
| |
Collapse
|
17
|
Chavan SN, De Kesel J, Desmedt W, Degroote E, Singh RR, Nguyen GT, Demeestere K, De Meyer T, Kyndt T. Dehydroascorbate induces plant resistance in rice against root-knot nematode Meloidogyne graminicola. MOLECULAR PLANT PATHOLOGY 2022; 23:1303-1319. [PMID: 35587614 PMCID: PMC9366072 DOI: 10.1111/mpp.13230] [Citation(s) in RCA: 16] [Impact Index Per Article: 5.3] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 02/14/2022] [Revised: 04/27/2022] [Accepted: 04/27/2022] [Indexed: 06/01/2023]
Abstract
Ascorbic acid (AsA) is an important antioxidant in plants and regulates various physiological processes. In this study, we show that exogenous treatments with the oxidized form of AsA, that is, dehydroascorbate (DHA), activates induced systemic resistance in rice against the root-knot nematode Meloidogyne graminicola, and investigate the molecular and biochemical mechanisms underlying this phenotype. Detailed transcriptome analysis on roots of rice plants showed an early and robust transcriptional response on foliar DHA treatment, with induction of several genes related to plant stress responses, immunity, antioxidant activity, and secondary metabolism already at 1 day after treatment. Quantitative and qualitative evaluation of H2 O2 levels confirmed the appearance of a reactive oxygen species (ROS) burst on DHA treatment, both at the site of treatment and systemically. Experiments using chemical ROS inhibitors or scavengers confirmed that H2 O2 accumulation contributes to DHA-based induced resistance. Furthermore, hormone measurements in DHA-treated plants showed a significant systemic accumulation of the defence hormone salicylic acid (SA). The role of the SA pathway in DHA-based induced resistance was confirmed by nematode infection experiments using an SA-signalling deficient WRKY45-RNAi line and reverse transcription-quantitative PCR on SA marker genes. Our results collectively reveal that DHA activates induced systemic resistance in rice against the root-knot nematode M. graminicola, mediated through the production of ROS and activation of the SA pathway.
Collapse
Affiliation(s)
- Satish Namdeo Chavan
- Department of Biotechnology, Faculty of Bioscience EngineeringGhent UniversityGhentBelgium
- ICAR – Indian Institute of Rice ResearchHyderabadIndia
| | - Jonas De Kesel
- Department of Biotechnology, Faculty of Bioscience EngineeringGhent UniversityGhentBelgium
| | - Willem Desmedt
- Department of Biotechnology, Faculty of Bioscience EngineeringGhent UniversityGhentBelgium
| | - Eva Degroote
- Department of Biotechnology, Faculty of Bioscience EngineeringGhent UniversityGhentBelgium
| | - Richard Raj Singh
- Department of Biotechnology, Faculty of Bioscience EngineeringGhent UniversityGhentBelgium
- Department Plants and Crops, Faculty of Bioscience EngineeringGhent UniversityGhentBelgium
| | - Giang Thu Nguyen
- Department of Biotechnology, Faculty of Bioscience EngineeringGhent UniversityGhentBelgium
| | - Kristof Demeestere
- Department of Green Chemistry and Technology, Faculty of Bioscience EngineeringGhent UniversityGhentBelgium
| | - Tim De Meyer
- Department of Data Analysis and Mathematical ModellingGhent UniversityGhentBelgium
| | - Tina Kyndt
- Department of Biotechnology, Faculty of Bioscience EngineeringGhent UniversityGhentBelgium
| |
Collapse
|
18
|
Desmedt W, Kudjordjie EN, Chavan SN, Zhang J, Li R, Yang B, Nicolaisen M, Mori M, Peters RJ, Vanholme B, Vestergård M, Kyndt T. Rice diterpenoid phytoalexins are involved in defence against parasitic nematodes and shape rhizosphere nematode communities. THE NEW PHYTOLOGIST 2022; 235:1231-1245. [PMID: 35460590 DOI: 10.1111/nph.18152] [Citation(s) in RCA: 12] [Impact Index Per Article: 4.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 01/24/2022] [Accepted: 03/31/2022] [Indexed: 06/14/2023]
Abstract
Rice diterpenoid phytoalexins (DPs) are secondary metabolites with a well known role in resistance to foliar pathogens. As DPs are also known to be produced and exuded by rice roots, we hypothesised that they might play an important role in plant-nematode interactions, and particularly in defence against phytoparasitic nematodes. We used transcriptome analysis on rice roots to analyse the effect of infection by the root-knot nematode Meloidogyne graminicola or treatment with resistance-inducing chemical stimuli on DP biosynthesis genes, and assessed the susceptibility of mutant rice lines impaired in DP biosynthesis to M. graminicola. Moreover, we grew these mutants and their wild-type in field soil and used metabarcoding to assess the effect of impairment in DP biosynthesis on rhizosphere and root nematode communities. We show that M. graminicola suppresses DP biosynthesis genes early in its invasion process and, conversely, that resistance-inducing stimuli transiently induce the biosynthesis of DPs. Moreover, we show that loss of DPs increases susceptibility to M. graminicola. Metabarcoding on wild-type and DP-deficient plants grown in field soil reveals that DPs significantly alter the composition of rhizosphere and root nematode communities. Diterpenoid phytoalexins are important players in basal and inducible defence against nematode pathogens of rice and help shape rice-associated nematode communities.
Collapse
Affiliation(s)
- Willem Desmedt
- Research Group Epigenetics and Defence, Department of Biotechnology, Ghent University, Ghent, 9000, Belgium
- VIB Center for Plant Systems Biology, Ghent, 9052, Belgium
- Department of Plant Biotechnology and Bioinformatics, Ghent University, Ghent, 9052, Belgium
| | - Enoch Narh Kudjordjie
- Department of Agroecology, Faculty of Technical Sciences, Aarhus University, Slagelse, 4200, Denmark
| | - Satish Namdeo Chavan
- Research Group Epigenetics and Defence, Department of Biotechnology, Ghent University, Ghent, 9000, Belgium
- ICAR-Indian Institute of Rice Research, Rajendranagar, Hyderabad, 500030, India
| | - Juan Zhang
- Roy J. Carver Department of Biochemistry, Biophysics & Molecular Biology, Iowa State University, Ames, IA, 50011, USA
- Zhongzhi International Institute of Agricultural Biosciences, Shunde Graduate School, Research Center of Biology and Agriculture, University of Science and Technology Beijing, Beijing, 100024, China
| | - Riqing Li
- Division of Plant Sciences, Bond Life Sciences Center, University of Missouri, Columbia, MO, 65211, USA
| | - Bing Yang
- Division of Plant Sciences, Bond Life Sciences Center, University of Missouri, Columbia, MO, 65211, USA
| | - Mogens Nicolaisen
- Department of Agroecology, Faculty of Technical Sciences, Aarhus University, Slagelse, 4200, Denmark
| | - Masaki Mori
- Institute of Agrobiological Sciences, NARO, Tsukuba, 305-8602, Japan
| | - Reuben J Peters
- Roy J. Carver Department of Biochemistry, Biophysics & Molecular Biology, Iowa State University, Ames, IA, 50011, USA
| | - Bartel Vanholme
- VIB Center for Plant Systems Biology, Ghent, 9052, Belgium
- Department of Plant Biotechnology and Bioinformatics, Ghent University, Ghent, 9052, Belgium
| | - Mette Vestergård
- Department of Agroecology, Faculty of Technical Sciences, Aarhus University, Slagelse, 4200, Denmark
| | - Tina Kyndt
- Research Group Epigenetics and Defence, Department of Biotechnology, Ghent University, Ghent, 9000, Belgium
| |
Collapse
|
19
|
Grover S, Cardona JB, Zogli P, Alvarez S, Naldrett MJ, Sattler SE, Louis J. Reprogramming of sorghum proteome in response to sugarcane aphid infestation. PLANT SCIENCE : AN INTERNATIONAL JOURNAL OF EXPERIMENTAL PLANT BIOLOGY 2022; 320:111289. [PMID: 35643611 DOI: 10.1016/j.plantsci.2022.111289] [Citation(s) in RCA: 10] [Impact Index Per Article: 3.3] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 01/14/2022] [Revised: 04/12/2022] [Accepted: 04/14/2022] [Indexed: 06/15/2023]
Abstract
Sugarcane aphid (SCA; Melanaphis sacchari Zehntner) is a key piercing-sucking pest of sorghum (Sorghum bicolor) that cause significant yield losses. While feeding on host plants, complex signaling networks are invoked from recognition of insect attack to induction of plant defenses. Consequently, these signaling networks lead to the production of insecticidal compounds or limited access of nutrients to insects. Previously, several studies were published on the transcriptomics analysis of sorghum in response to SCA infestation, but no information is available on the physiological changes of sorghum at the proteome level. We used the SCA resistant sorghum genotype SC265 for the global proteomics analysis after 1 and 7 days of SCA infestation using the TMT-plex technique. Peptides matching a total of 4211 proteins were identified and 158 proteins were differentially expressed at day 1 and 7. Overall, proteome profiling of SC265 after SCA infestation at days 1 and 7 revealed the suppression of plant defense-related proteins and upregulation of plant defense and signaling-related proteins, respectively. The plant defense responses based on proteome data were validated using electrical penetration graph (EPG) technique to observe changes in aphid feeding. Feeding behavior analyses revealed that SCA spent significantly longer time in phloem phase on SCA infested plants for day 1 and lesser time in day 7 SCA infested sorghum plants, compared to their respective control plants. Overall, our study provides insights into underlying mechanisms that contribute to sorghum resistance to SCA.
Collapse
Affiliation(s)
- Sajjan Grover
- Department of Entomology, University of Nebraska-Lincoln, Lincoln, NE 68583, USA
| | | | - Prince Zogli
- Department of Entomology, University of Nebraska-Lincoln, Lincoln, NE 68583, USA
| | - Sophie Alvarez
- Proteomics and Metabolomics Facility, Nebraska Center for Biotechnology, University of Nebraska-Lincoln, Lincoln, NE 68588, USA
| | - Michael J Naldrett
- Proteomics and Metabolomics Facility, Nebraska Center for Biotechnology, University of Nebraska-Lincoln, Lincoln, NE 68588, USA
| | - Scott E Sattler
- Wheat, Sorghum, and Forage Research Unit, US Department of Agriculture-Agricultural Research Service, Lincoln, NE 68583, USA
| | - Joe Louis
- Department of Entomology, University of Nebraska-Lincoln, Lincoln, NE 68583, USA; Department of Biochemistry, University of Nebraska-Lincoln, Lincoln NE 68583, USA.
| |
Collapse
|
20
|
De Kesel J, Degroote E, Nkurunziza R, Singh RR, Demeestere K, De Kock K, Anggraini R, Matthys J, Wambacq E, Haesaert G, Debode J, Kyndt T. Cucurbitaceae COld Peeling Extracts (CCOPEs) Protect Plants From Root-Knot Nematode Infections Through Induced Resistance and Nematicidal Effects. FRONTIERS IN PLANT SCIENCE 2022; 12:785699. [PMID: 35154177 PMCID: PMC8826469 DOI: 10.3389/fpls.2021.785699] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Subscribe] [Scholar Register] [Received: 09/29/2021] [Accepted: 12/06/2021] [Indexed: 06/14/2023]
Abstract
With nematicides progressively being banned due to their environmental impact, an urgent need for novel and sustainable control strategies has arisen. Stimulation of plant immunity, a phenomenon referred to as "induced resistance" (IR), is a promising option. In this study, Cucurbitaceae COld Peeling Extracts (CCOPEs) were shown to protect rice (Oryza sativa) and tomato (Solanum lycopersicum) against the root-knot nematodes Meloidogyne graminicola and Meloidogyne incognita, respectively. Focusing on CCOPE derived from peels of melon (Cucumis melo var. cantalupensis; mCOPE), we unveiled that this extract combines an IR-triggering capacity with direct nematicidal effects. Under lab conditions, the observed resistance was comparable to the protection obtained by commercially available IR stimuli or nematicides. Via mRNA sequencing and confirmatory biochemical assays, it was proven that mCOPE-IR in rice is associated with systemic effects on ethylene accumulation, reactive oxygen species (ROS) metabolism and cell wall-related modifications. While no negative trade-offs were detected with respect to plant growth or plant susceptibility to necrotrophic pests or pathogens, additional infection experiments indicated that mCOPE may have a predominant activity toward biotrophs. In summary, the presented data illustrate a propitious potential for these extracts, which can be derived from agro-industrial waste streams.
Collapse
Affiliation(s)
- Jonas De Kesel
- Department of Biotechnology, Faculty of Bioscience Engineering, Ghent University, Ghent, Belgium
| | - Eva Degroote
- Department of Biotechnology, Faculty of Bioscience Engineering, Ghent University, Ghent, Belgium
| | - Radisras Nkurunziza
- Department of Biotechnology, Faculty of Bioscience Engineering, Ghent University, Ghent, Belgium
| | - Richard Raj Singh
- Department of Biotechnology, Faculty of Bioscience Engineering, Ghent University, Ghent, Belgium
| | - Kristof Demeestere
- Department of Green Chemistry and Technology, Faculty of Bioscience Engineering, Ghent University, Ghent, Belgium
| | - Karen De Kock
- Department of Biotechnology, Faculty of Bioscience Engineering, Ghent University, Ghent, Belgium
| | - Riska Anggraini
- Department of Biotechnology, Faculty of Bioscience Engineering, Ghent University, Ghent, Belgium
| | - Jasper Matthys
- Department of Biotechnology, Faculty of Bioscience Engineering, Ghent University, Ghent, Belgium
| | - Eva Wambacq
- Department of Plants and Crops, Faculty of Bioscience Engineering, Ghent University, Ghent, Belgium
| | - Geert Haesaert
- Department of Plants and Crops, Faculty of Bioscience Engineering, Ghent University, Ghent, Belgium
| | - Jane Debode
- Flanders Research Institute for Agriculture, Fisheries and Food (ILVO), Merelbeke, Belgium
| | - Tina Kyndt
- Department of Biotechnology, Faculty of Bioscience Engineering, Ghent University, Ghent, Belgium
| |
Collapse
|
21
|
Singh RR, Pajar JA, Audenaert K, Kyndt T. Induced Resistance by Ascorbate Oxidation Involves Potentiating of the Phenylpropanoid Pathway and Improved Rice Tolerance to Parasitic Nematodes. FRONTIERS IN PLANT SCIENCE 2021; 12:713870. [PMID: 34456953 PMCID: PMC8386471 DOI: 10.3389/fpls.2021.713870] [Citation(s) in RCA: 5] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Subscribe] [Scholar Register] [Received: 05/24/2021] [Accepted: 07/08/2021] [Indexed: 05/07/2023]
Abstract
Anticipating an increased ecological awareness, scientists have been exploring new strategies to reduce the use of chemical pesticides to control pests and diseases. Triggering the intrinsic plant defense system is one of the promising strategies to reduce yield loss by pathogenic organisms, such as nematodes. Ascorbate oxidase (AO) enzyme plays an important role in plant defense by regulating the apoplastic ascorbate/dehydroascorbate (DHA) ratio via the ascorbate oxidation process. Ascorbate oxidation is known to induce systemic resistance in rice against parasitic root-knot nematodes (RKN). Here, we sought to evaluate if AO- or DHA-induced resistance (IR) against RKN M. graminicola involves activation of the phenylpropanoid pathway and whether this IR phenotype has potential effects on growth of rice seedlings under stressed and unstressed conditions. Our results show that AO/DHA-IR against these parasitic nematodes is dependent on activation of phenylalanine ammonia lyase (PAL). However, application of reduced ascorbic acid (AA) did not induce this response. Gene expression analysis via qRT-PCR showed that OsPAL2 and OsPAL4 are highly expressed in AO/DHA-sprayed nematode-infected roots and PAL-activity measurements confirmed that AO/DHA spraying triggers the plants for primed activation of this enzyme upon nematode infection. AO/DHA-IR is not effective in plants sprayed with a chemical PAL inhibitor confirming that AO/DHA-induced resistance is dependent on PAL activity. Improved plant growth and low nematode infection in AO/DHA-sprayed plants was found to be correlated with an increase in shoot chlorophyll fluorescence (Fv/Fm), chlorophyll index (ChlIdx), and modified anthocyanin reflection index which were proven to be good above-ground parameters for nematode infestation. A detailed growth analysis confirmed the improved growth of AO/DHA-treated plants under nematode-infected conditions. Taken together, our results indicate that ascorbate oxidation enhances the phenylpropanoid-based response to nematode infection and leads to a tolerance phenotype in treated rice plants.
Collapse
Affiliation(s)
- Richard Raj Singh
- Department of Biotechnology, Faculty of Bioscience Engineering, Ghent University, Ghent, Belgium
| | - Jessil Ann Pajar
- Department of Biotechnology, Faculty of Bioscience Engineering, Ghent University, Ghent, Belgium
| | - Kris Audenaert
- Department of Plants and Crops, Ghent University, Ghent, Belgium
| | - Tina Kyndt
- Department of Biotechnology, Faculty of Bioscience Engineering, Ghent University, Ghent, Belgium
| |
Collapse
|
22
|
Verstraeten B, Atighi MR, Ruiz-Ferrer V, Escobar C, De Meyer T, Kyndt T. Non-coding RNAs in the interaction between rice and Meloidogyne graminicola. BMC Genomics 2021; 22:560. [PMID: 34284724 PMCID: PMC8293575 DOI: 10.1186/s12864-021-07735-7] [Citation(s) in RCA: 6] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/11/2021] [Accepted: 05/17/2021] [Indexed: 12/12/2022] Open
Abstract
Background Root knot nematodes (RKN) are plant parasitic nematodes causing major yield losses of widely consumed food crops such as rice (Oryza sativa). Because non-coding RNAs, including small interfering RNAs (siRNA), microRNAs (miRNAs) and long non-coding RNAs (lncRNAs), are key regulators of various plant processes, elucidating their regulation during this interaction may lead to new strategies to improve crop protection. In this study, we aimed to identify and characterize rice siRNAs, miRNAs and lncRNAs responsive to early infection with RKN Meloidogyne graminicola (Mg), based on sequencing of small RNA, degradome and total RNA libraries from rice gall tissues compared with uninfected root tissues. Results We found 425 lncRNAs, 3739 siRNAs and 16 miRNAs to be differentially expressed between both tissues, of which a subset was independently validated with RT-qPCR. Functional prediction of the lncRNAs indicates that a large part of their potential target genes code for serine/threonine protein kinases and transcription factors. Differentially expressed siRNAs have a predominant size of 24 nts, suggesting a role in DNA methylation. Differentially expressed miRNAs are generally downregulated and target transcription factors, which show reduced degradation according to the degradome data. Conclusions To our knowledge, this work is the first to focus on small and long non-coding RNAs in the interaction between rice and Mg, and provides an overview of rice non-coding RNAs with the potential to be used as a resource for the development of new crop protection strategies. Supplementary Information The online version contains supplementary material available at 10.1186/s12864-021-07735-7.
Collapse
Affiliation(s)
| | | | - Virginia Ruiz-Ferrer
- Department of Environmental Science, University of Castilla-La Mancha, Toledo, Spain
| | - Carolina Escobar
- Department of Environmental Science, University of Castilla-La Mancha, Toledo, Spain
| | - Tim De Meyer
- Department of Data Analysis & Mathematical Modelling, Ghent University, Ghent, Belgium
| | - Tina Kyndt
- Department of Biotechnology, Ghent University, Ghent, Belgium.
| |
Collapse
|
23
|
De Kesel J, Conrath U, Flors V, Luna E, Mageroy MH, Mauch-Mani B, Pastor V, Pozo MJ, Pieterse CMJ, Ton J, Kyndt T. The Induced Resistance Lexicon: Do's and Don'ts. TRENDS IN PLANT SCIENCE 2021; 26:685-691. [PMID: 33531282 DOI: 10.1016/j.tplants.2021.01.001] [Citation(s) in RCA: 73] [Impact Index Per Article: 18.3] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 10/01/2020] [Revised: 12/23/2020] [Accepted: 01/07/2021] [Indexed: 05/20/2023]
Abstract
To be protected from biological threats, plants have evolved an immune system comprising constitutive and inducible defenses. For example, upon perception of certain stimuli, plants can develop a conditioned state of enhanced defensive capacity against upcoming pathogens and pests, resulting in a phenotype called 'induced resistance' (IR). To tackle the confusing lexicon currently used in the IR field, we propose a widely applicable code of practice concerning the terminology and description of IR phenotypes using two main phenotypical aspects: local versus systemic resistance, and direct versus primed defense responses. Our general framework aims to improve uniformity and consistency in future scientific communication, which should help to avoid further misinterpretations and facilitate the accessibility and impact of this research field.
Collapse
Affiliation(s)
- Jonas De Kesel
- Department of Biotechnology, Faculty of Bioscience Engineering, Ghent University, 9000 Ghent, Belgium
| | - Uwe Conrath
- Department of Plant Physiology, Plant Biochemistry and Molecular Biology, RWTH Aachen University, 52056 Aachen, Germany
| | - Víctor Flors
- Metabolic Integration and Cell Signaling Laboratory, Plant Physiology Section, Unidad Asociada al Consejo Superior de Investigaciones Científicas (EEZ-CSIC), Department of Ciencias Agrarias y del Medio Natural, Universitat Jaume I, 12071 Castellón, Spain
| | - Estrella Luna
- School of Biosciences, University of Birmingham, Edgbaston, Birmingham B15 2TT, UK
| | - Melissa H Mageroy
- Department of Molecular Plant Biology, Norwegian Institute of Bioeconomy Research, 1433 Ås, Norway
| | - Brigitte Mauch-Mani
- Laboratoire de Biologie Moléculaire et Cellulaire, Institute of Biology, Université de Neuchâtel, CH-2000 Neuchâtel, Switzerland
| | - Victoria Pastor
- Metabolic Integration and Cell Signaling Laboratory, Plant Physiology Section, Unidad Asociada al Consejo Superior de Investigaciones Científicas (EEZ-CSIC), Department of Ciencias Agrarias y del Medio Natural, Universitat Jaume I, 12071 Castellón, Spain
| | - María J Pozo
- Department of Soil Microbiology and Symbiotic Systems, Estación Experimental del Zaidín (CSIC), 18008 Granada, Spain
| | - Corné M J Pieterse
- Science for Life, Plant-Microbe Interactions Group, Department of Biology, Utrecht University, 3584 CH Utrecht, The Netherlands
| | - Jurriaan Ton
- Department of Animal and Plant Sciences, Plant Production and Protection Centre, The University of Sheffield, Sheffield S10 2TN, UK
| | - Tina Kyndt
- Department of Biotechnology, Faculty of Bioscience Engineering, Ghent University, 9000 Ghent, Belgium.
| |
Collapse
|
24
|
de Souza JB, Almeida-Souza HO, Zaini PA, Alves MN, de Souza AG, Pierry PM, da Silva AM, Goulart LR, Dandekar AM, Nascimento R. Xylella fastidiosa subsp. pauca Strains Fb7 and 9a5c from Citrus Display Differential Behavior, Secretome, and Plant Virulence. Int J Mol Sci 2020; 21:E6769. [PMID: 32942709 PMCID: PMC7555403 DOI: 10.3390/ijms21186769] [Citation(s) in RCA: 4] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/29/2020] [Revised: 09/12/2020] [Accepted: 09/13/2020] [Indexed: 12/20/2022] Open
Abstract
Xylella fastidiosa colonizes the xylem of various cultivated and native plants worldwide. Citrus production in Brazil has been seriously affected, and major commercial varieties remain susceptible to Citrus Variegated Chlorosis (CVC). Collective cellular behaviors such as biofilm formation influence virulence and insect transmission of X. fastidiosa. The reference strain 9a5c produces a robust biofilm compared to Fb7 that remains mostly planktonic, and both were isolated from symptomatic citrus trees. This work deepens our understanding of these distinct behaviors at the molecular level, by comparing the cellular and secreted proteomes of these two CVC strains. Out of 1017 identified proteins, 128 showed differential abundance between the two strains. Different protein families were represented such as proteases, hemolysin-like proteins, and lipase/esterases, among others. Here we show that the lipase/esterase LesA is among the most abundant secreted proteins of CVC strains as well, and demonstrate its functionality by complementary activity assays. More severe symptoms were observed in Nicotiana tabacum inoculated with strain Fb7 compared to 9a5c. Our results support that systemic symptom development can be accelerated by strains that invest less in biofilm formation and more in plant colonization. This has potential application in modulating the bacterial-plant interaction and reducing disease severity.
Collapse
Affiliation(s)
- Jessica Brito de Souza
- Institute of Biotechnology, Federal University of Uberlandia, Av. Amazonas, Bloco 2E, Campus Umuarama, Uberlandia MG 38400-902, Brazil; (J.B.d.S.); (H.O.A.-S.); (A.G.d.S.); (L.R.G.); (R.N.)
| | - Hebréia Oliveira Almeida-Souza
- Institute of Biotechnology, Federal University of Uberlandia, Av. Amazonas, Bloco 2E, Campus Umuarama, Uberlandia MG 38400-902, Brazil; (J.B.d.S.); (H.O.A.-S.); (A.G.d.S.); (L.R.G.); (R.N.)
| | - Paulo Adriano Zaini
- Department of Plant Sciences, College of Agriculture and Environmental Sciences, University of California, Davis, 1 Shields Ave, Davis, CA 95616, USA;
| | - Mônica Neli Alves
- Department of Technology, School of Agricultural and Veterinary Studies, São Paulo State University (FCAV/UNESP), Via de Acesso Prof. Paulo Donato Castellane, Jaboticabal SP 14884-900, Brazil;
- Citriculture Defense Fund (Fundecitrus), Av. Dr. Adhemar Pereira de Barros 201, Araraquara SP 14807-040, Brazil
| | - Aline Gomes de Souza
- Institute of Biotechnology, Federal University of Uberlandia, Av. Amazonas, Bloco 2E, Campus Umuarama, Uberlandia MG 38400-902, Brazil; (J.B.d.S.); (H.O.A.-S.); (A.G.d.S.); (L.R.G.); (R.N.)
| | - Paulo Marques Pierry
- Department of Biochemistry, Institute of Chemistry, University of São Paulo, Av. Prof. Lineu Prestes 748, São Paulo SP 05508-000, Brazil; (P.M.P.); (A.M.d.S.)
| | - Aline Maria da Silva
- Department of Biochemistry, Institute of Chemistry, University of São Paulo, Av. Prof. Lineu Prestes 748, São Paulo SP 05508-000, Brazil; (P.M.P.); (A.M.d.S.)
| | - Luiz Ricardo Goulart
- Institute of Biotechnology, Federal University of Uberlandia, Av. Amazonas, Bloco 2E, Campus Umuarama, Uberlandia MG 38400-902, Brazil; (J.B.d.S.); (H.O.A.-S.); (A.G.d.S.); (L.R.G.); (R.N.)
| | - Abhaya M. Dandekar
- Department of Plant Sciences, College of Agriculture and Environmental Sciences, University of California, Davis, 1 Shields Ave, Davis, CA 95616, USA;
| | - Rafael Nascimento
- Institute of Biotechnology, Federal University of Uberlandia, Av. Amazonas, Bloco 2E, Campus Umuarama, Uberlandia MG 38400-902, Brazil; (J.B.d.S.); (H.O.A.-S.); (A.G.d.S.); (L.R.G.); (R.N.)
| |
Collapse
|
25
|
Singh RR, Nobleza N, Demeestere K, Kyndt T. Ascorbate Oxidase Induces Systemic Resistance in Sugar Beet Against Cyst Nematode Heterodera schachtii. FRONTIERS IN PLANT SCIENCE 2020; 11:591715. [PMID: 33193547 PMCID: PMC7641898 DOI: 10.3389/fpls.2020.591715] [Citation(s) in RCA: 18] [Impact Index Per Article: 3.6] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Subscribe] [Scholar Register] [Received: 08/05/2020] [Accepted: 09/28/2020] [Indexed: 05/07/2023]
Abstract
Ascorbate oxidase (AO) is an enzyme involved in catalyzing the oxidation of apoplastic ascorbic acid (AA) to dehydroascorbic acid (DHA). In this research, the potential of AO spraying to induce systemic resistance was demonstrated in the interaction between sugar beet root and cyst nematode Heterodera schachtii and the mechanism was elucidated. Plant bioassays showed that roots of AO-sprayed plants were infested by a significantly lower number of females and cysts when compared with mock-sprayed control plants. Hormone measurements showed an elevated level of jasmonic acid (JA) salicylic acid (SA) and ethylene (ET) in the roots of AO-sprayed plants, with a dynamic temporal pattern of activation. Experiments with chemical inhibitors showed that AO-induced systemic resistance is partially dependent on the JA, ET and SA pathways. Biochemical analyses revealed a primed accumulation of hydrogen peroxide (H2O2), and phenylalanine ammonia lyase (PAL) activity in the roots of AO-sprayed plants upon infection by cyst nematodes. In conclusion, our data shows that AO works as an effective systemic defense priming agent in sugar beet against cyst nematode infection, through activation of multiple basal plant defense pathways.
Collapse
Affiliation(s)
- Richard R. Singh
- Department of Biotechnology, Faculty of Bioscience Engineering, Ghent University, Ghent, Belgium
| | - Neriza Nobleza
- Department of Biotechnology, Faculty of Bioscience Engineering, Ghent University, Ghent, Belgium
| | - Kristof Demeestere
- Research Group Environmental Organic Chemistry and Technology (EnVOC), Department of Green Chemistry and Technology, Ghent University, Ghent, Belgium
| | - Tina Kyndt
- Department of Biotechnology, Faculty of Bioscience Engineering, Ghent University, Ghent, Belgium
- *Correspondence: Tina Kyndt,
| |
Collapse
|