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Sundararajan P, Ghosh S, Kelbessa BG, Whisson SC, Dubey M, Chawade A, Vetukuri RR. The impact of spray-induced gene silencing on cereal phyllosphere microbiota. ENVIRONMENTAL MICROBIOME 2025; 20:1. [PMID: 39780216 PMCID: PMC11716504 DOI: 10.1186/s40793-024-00660-8] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 07/10/2024] [Accepted: 12/18/2024] [Indexed: 01/11/2025]
Abstract
BACKGROUND Fusarium head blight (FHB) is a major disease affecting cereal crops including wheat, barley, rye, oats and maize. Its predominant causal agent is the ascomycete fungus Fusarium graminearum, which infects the spikes and thereby reduces grain yield and quality. The frequency and severity of FHB epidemics has increased in recent years, threatening global food security. Spray-induced gene silencing (SIGS) is an alternative technique for tackling this devastating disease through foliar spraying with exogenous double-stranded RNA (dsRNA) to silence specific pathogen genes via RNA interference. This has the advantage of avoiding transgenic approaches, but several aspects of the technology require further development to make it a viable field-level management tool. One such existing knowledge gap is how dsRNA spraying affects the microbiota of the host plants. RESULTS We found that the diversity, structure and composition of the bacterial microbiota are subject to changes depending on dsRNA targeted and host studied, while the fungal microbiota in the phyllosphere remained relatively unchanged upon spraying with dsRNA. Analyses of fungal co-occurrence patterns also showed that F. graminearum established itself among the fungal communities through negative interactions with neighbouring fungi. Through these analyses, we have also found bacterial and fungal genera ubiquitous in the phyllosphere, irrespective of dsRNA treatment. These results suggest that although rarer and less abundant microbial species change upon dsRNA spray, the ubiquitous bacterial and fungal components of the phyllosphere in wheat and barley remain unchanged. CONCLUSION We show for the first time the effects of exogenous dsRNA spraying on bacterial and fungal communities in the wheat and barley phyllospheres using a high-throughput amplicon sequencing approach. The results obtained further validate the safety and target-specificity of SIGS and emphasize its potential as an environmentally friendly option for managing Fusarium head blight in wheat and barley.
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Affiliation(s)
- Poorva Sundararajan
- Department of Plant Breeding, Swedish University of Agricultural Sciences, Alnarp, Sweden
| | - Samrat Ghosh
- Department of Plant Breeding, Swedish University of Agricultural Sciences, Alnarp, Sweden
| | - Bekele Gelena Kelbessa
- Department of Plant Breeding, Swedish University of Agricultural Sciences, Alnarp, Sweden
| | - Stephen C Whisson
- Cell and Molecular Sciences, The James Hutton Institute, Invergowrie, Dundee, UK
| | - Mukesh Dubey
- Department of Forest Mycology and Plant Pathology, Swedish University of Agricultural Sciences, Uppsala, Sweden
| | - Aakash Chawade
- Department of Plant Breeding, Swedish University of Agricultural Sciences, Alnarp, Sweden
| | - Ramesh Raju Vetukuri
- Department of Plant Breeding, Swedish University of Agricultural Sciences, Alnarp, Sweden.
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Opdensteinen P, Charudattan R, Hong JC, Rosskopf EN, Steinmetz NF. Biochemical and nanotechnological approaches to combat phytoparasitic nematodes. PLANT BIOTECHNOLOGY JOURNAL 2024; 22:2444-2460. [PMID: 38831638 PMCID: PMC11332226 DOI: 10.1111/pbi.14359] [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: 10/18/2023] [Revised: 03/09/2024] [Accepted: 04/05/2024] [Indexed: 06/05/2024]
Abstract
The foundation of most food production systems underpinning global food security is the careful management of soil resources. Embedded in the concept of soil health is the impact of diverse soil-borne pests and pathogens, and phytoparasitic nematodes represent a particular challenge. Root-knot nematodes and cyst nematodes are severe threats to agriculture, accounting for annual yield losses of US$157 billion. The control of soil-borne phytoparasitic nematodes conventionally relies on the use of chemical nematicides, which can have adverse effects on the environment and human health due to their persistence in soil, plants, and water. Nematode-resistant plants offer a promising alternative, but genetic resistance is species-dependent, limited to a few crops, and breeding and deploying resistant cultivars often takes years. Novel approaches for the control of phytoparasitic nematodes are therefore required, those that specifically target these parasites in the ground whilst minimizing the impact on the environment, agricultural ecosystems, and human health. In addition to the development of next-generation, environmentally safer nematicides, promising biochemical strategies include the combination of RNA interference (RNAi) with nanomaterials that ensure the targeted delivery and controlled release of double-stranded RNA. Genome sequencing has identified more than 75 genes in root knot and cyst nematodes that have been targeted with RNAi so far. But despite encouraging results, the delivery of dsRNA to nematodes in the soil remains inefficient. In this review article, we describe the state-of-the-art RNAi approaches targeting phytoparasitic nematodes and consider the potential benefits of nanotechnology to improve dsRNA delivery.
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Affiliation(s)
- Patrick Opdensteinen
- Department of NanoEngineeringUniversity of California, San DiegoLa JollaCaliforniaUSA
- Center for Nano‐ImmunoEngineeringUniversity of California, San DiegoLa JollaCaliforniaUSA
- Shu and K.C. Chien and Peter Farrell CollaboratoryUniversity of California, San DiegoLa JollaCaliforniaUSA
| | | | - Jason C. Hong
- USDA‐ARS‐U.S. Horticultural Research LaboratoryFort PierceFloridaUSA
| | - Erin N. Rosskopf
- USDA‐ARS‐U.S. Horticultural Research LaboratoryFort PierceFloridaUSA
| | - Nicole F. Steinmetz
- Department of NanoEngineeringUniversity of California, San DiegoLa JollaCaliforniaUSA
- Center for Nano‐ImmunoEngineeringUniversity of California, San DiegoLa JollaCaliforniaUSA
- Shu and K.C. Chien and Peter Farrell CollaboratoryUniversity of California, San DiegoLa JollaCaliforniaUSA
- Department of BioengineeringUniversity of California, San DiegoLa JollaCaliforniaUSA
- Department of RadiologyUniversity of California, San DiegoLa JollaCaliforniaUSA
- Institute for Materials Discovery and Design, University of California, San DiegoLa JollaCaliforniaUSA
- Moores Cancer CenterUniversity of California, San DiegoLa JollaCaliforniaUSA
- Center for Engineering in Cancer, Institute of Engineering in MedicineUniversity of California, San DiegoLa JollaCaliforniaUSA
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Kamaraju D, Chatterjee M, Papolu PK, Shivakumara TN, Sreevathsa R, Hada A, Rao U. Host-induced RNA interference targeting the neuromotor gene FMRFamide-like peptide-14 (Mi-flp14) perturbs Meloidogyne incognita parasitic success in eggplant. PLANT CELL REPORTS 2024; 43:178. [PMID: 38907748 DOI: 10.1007/s00299-024-03259-y] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 04/02/2024] [Accepted: 06/04/2024] [Indexed: 06/24/2024]
Abstract
KEY MESSAGE The study demonstrates the successful management of Meloidogyne incognita in eggplant using Mi-flp14 RNA interference, showing reduced nematode penetration and reproduction without off-target effects across multiple generations. Root-knot nematode, Meloidogyne incognita, causes huge yield losses worldwide. Neuromotor function in M. incognita governed by 19 neuropeptides is vital for parasitism and parasite biology. The present study establishes the utility of Mi-flp14 for managing M. incognita in eggplant in continuation of our earlier proof of concept in tobacco (US patent US2015/0361445A1). Mi-flp14 hairpin RNA construct was used for generating 19 independent transgenic eggplant events. PCR and Southern hybridization analysis confirmed transgene integration and its orientation, while RT-qPCR and Northern hybridization established the generation of dsRNA and siRNA of Mi-flp14. In vitro and in vivo bio-efficacy analysis of single-copy events against M. incognita showed reduced nematode penetration and development at various intervals that negatively impacted reproduction. Interestingly, M. incognita preferred wild-type plants over the transgenics even when unbiased equal opportunity was provided for the infection. A significant reduction in disease parameters was observed in transgenic plants viz., galls (40-48%), females (40-50%), egg masses (35-40%), eggs/egg mass (50-55%), and derived multiplication factor (60-65%) compared to wild type. A unique demonstration of perturbed expression of Mi-flp14 in partially penetrated juveniles and female nematodes established successful host-mediated RNAi both at the time of penetration even before the nematodes started withdrawing plant nutrients and later stage, respectively. The absence of off-target effects in transgenic plants was supported by the normal growth phenotype of the plants and T-DNA integration loci. Stability in the bio-efficacy against M. incognita across T1- to T4-generation transgenic plants established the utility of silencing Mi-flp14 for nematode management. This study demonstrates the significance of targeting Mi-flp14 in eggplant for nematode management, particularly to address global agricultural challenges posed by M. incognita.
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Affiliation(s)
- Divya Kamaraju
- Division of Nematology, ICAR-Indian Agricultural Research Institute, New Delhi, 110012, India
- School of Biotechnology, Kalinga Institute of Industrial Technology, Bhubaneswar, 751024, India
| | - Madhurima Chatterjee
- Division of Nematology, ICAR-Indian Agricultural Research Institute, New Delhi, 110012, India
| | - Pradeep K Papolu
- Division of Nematology, ICAR-Indian Agricultural Research Institute, New Delhi, 110012, India
| | | | - Rohini Sreevathsa
- ICAR-National Institute for Plant Biotechnology, New Delhi, 110012, India
| | - Alkesh Hada
- Division of Nematology, ICAR-Indian Agricultural Research Institute, New Delhi, 110012, India.
- Department of Entomology, Nematology and Chemistry Units, Agricultural Research Organization (ARO), The Volcani Center, 7505101, Bet Dagan, Israel.
| | - Uma Rao
- Division of Nematology, ICAR-Indian Agricultural Research Institute, New Delhi, 110012, India.
- Engrave Biolabs Pvt Ltd. , Shanthipuram, Kukatpally, Hyderabad, 500072, India.
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Thorat YE, Dutta TK, Jain PK, Subramaniam K, Sirohi A. A nematode-inducible promoter can effectively drives RNAi construct to confer Meloidogyne incognita resistance in tomato. PLANT CELL REPORTS 2023; 43:3. [PMID: 38117317 DOI: 10.1007/s00299-023-03114-6] [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: 09/18/2023] [Accepted: 10/30/2023] [Indexed: 12/21/2023]
Abstract
KEY MESSAGE Heterologous expression of a nematode-responsive promoter in tomato successfully driven the RNAi constructs to impart root-knot nematode resistance. The root-knot nematode Meloidogyne incognita seriously afflicts the global productivity of tomatoes. Nematode management options are extremely reliant on chemical methods, however, only a handful of nematicides are commercially available. Additionally, nematodes have developed resistance-breaking phenotypes against the commercially available Mi gene-expressing tomatoes. Nematode resistance in crop plants can be enhanced using the bio-safe RNAi technology, in which plants are genetically modified to express nematode gene-specific dsRNA/siRNA molecules. However, the majority of the RNAi crops conferring nematode tolerance have used constitutive promoters, which have many limitations. In the present study, using promoter-GUS fusion, we functionally validated two nematode-inducible root-specific promoters (pAt1g74770 and pAt2g18140, identified from Arabidopsis thaliana) in the Solanum lycopersicum-M. incognita pathosystem. pAt2g18140 was found to be nematode-responsive during 10-21 days post-inoculation (dpi) and became non-responsive during the late infection stage (28 dpi). In contrast, pAt1g74770 remained nematode-responsive for a longer duration (10-28 dpi). Next, a number of transgenic lines were developed that expressed RNAi constructs (independently targeting the M. incognita integrase and splicing factor genes) driven by the pAt1g74770 promoter. M. incognita parasitic success (measured by multiplication factor ratio) in pAt1g74770:integrase and pAt1g74770:splicing factor RNAi lines were significantly reduced by 60.83-74.93% and 69.34-75.31%, respectively, compared to the control. These data were comparable with the RNAi lines having CaMV35S as the promoter. Further, a long-term RNAi effect was evident, because females extracted from transgenic lines were of deformed shape with depleted transcripts of integrase and splicing factor genes. We conclude that pAt1g74770 can be an attractive alternative to drive localized expression of RNAi constructs rather than using a constitutive promoter. The pAt1g74770-driven gene silencing system can be expanded into different plant-nematode interaction models.
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Affiliation(s)
- Yogesh E Thorat
- Division of Nematology, ICAR-Indian Agricultural Research Institute, New Delhi, 110012, India
- Biological Control Centre, ICAR-Indian Institute of Sugarcane Research, Ahmednagar, Maharashtra, 413712, India
| | - Tushar K Dutta
- Division of Nematology, ICAR-Indian Agricultural Research Institute, New Delhi, 110012, India.
| | - Pradeep K Jain
- ICAR-National Institute for Plant Biotechnology, New Delhi, 110012, India
| | | | - Anil Sirohi
- Division of Nematology, ICAR-Indian Agricultural Research Institute, New Delhi, 110012, India.
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5
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Jing S, Xu J, Tang H, Li P, Yu B, Liu Q. The roles of small RNAs in rice-brown planthopper interactions. FRONTIERS IN PLANT SCIENCE 2023; 14:1326726. [PMID: 38078088 PMCID: PMC10701906 DOI: 10.3389/fpls.2023.1326726] [Citation(s) in RCA: 2] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Subscribe] [Scholar Register] [Received: 10/23/2023] [Accepted: 11/10/2023] [Indexed: 03/10/2025]
Abstract
Interactions between rice plants (Oryza sativa L.) and brown planthoppers (Nilaparvata lugens Stål, BPHs) are used as a model system to study the molecular mechanisms underlying plant-insect interactions. Small RNAs (sRNAs) regulate growth, development, immunity, and environmental responses in eukaryotic organisms, including plants and insects. Recent research suggests that sRNAs play significant roles in rice-BPH interactions by mediating post-transcriptional gene silencing. The focus of this review is to explore the roles of sRNAs in rice-BPH interactions and to highlight recent research progress in unraveling the mechanism of cross-kingdom RNA interference (ckRNAi) between host plants and insects and the application of ckRNAi in pest management of crops including rice. The research summarized here will aid in the development of safe and effective BPH control strategies.
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Affiliation(s)
| | | | | | | | - Bin Yu
- College of Life Sciences, Xinyang Normal University, Xinyang, China
| | - Qingsong Liu
- College of Life Sciences, Xinyang Normal University, Xinyang, China
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Dutta TK, Ray S, Phani V. The status of the CRISPR/Cas9 research in plant-nematode interactions. PLANTA 2023; 258:103. [PMID: 37874380 DOI: 10.1007/s00425-023-04259-0] [Citation(s) in RCA: 3] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 07/24/2023] [Accepted: 10/01/2023] [Indexed: 10/25/2023]
Abstract
MAIN CONCLUSION As an important biotic stressor, plant-parasitic nematodes afflict global crop productivity. Deployment of CRISPR/Cas9 system that selectively knock out host susceptibility genes conferred improved nematode tolerance in crop plants. As an important biotic stressor, plant-parasitic nematodes cause a considerable yield decline in crop plants that eventually contributes to a negative impact on global food security. Being obligate plant parasites, the root-knot and cyst nematodes maintain an intricate and sophisticated relationship with their host plants by hijacking the host's physiological and metabolic pathways for their own benefit. Significant progress has been made toward developing RNAi-based transgenic crops that confer nematode resistance. However, the strategy of host-induced gene silencing that targets nematode effectors is likely to fail because the induced silencing of effectors (which interact with plant R genes) may lead to the development of nematode phenotypes that break resistance. Lately, the CRISPR/Cas9-based genome editing system has been deployed to achieve host resistance against bacteria, fungi, and viruses. In these studies, host susceptibility (S) genes were knocked out to achieve resistance via loss of susceptibility. As the S genes are recessively inherited in plants, induced mutations of the S genes are likely to be long-lasting and confer broad-spectrum resistance. A number of S genes contributing to plant susceptibility to nematodes have been identified in Arabidopsis thaliana, rice, tomato, cucumber, and soybean. A few of these S genes were targeted for CRISPR/Cas9-based knockout experiments to improve nematode tolerance in crop plants. Nevertheless, the CRISPR/Cas9 system was mostly utilized to interrogate the molecular basis of plant-nematode interactions rather than direct research toward achieving tolerance in crop plants. The current standalone article summarizes the progress made so far on CRISPR/Cas9 research in plant-nematode interactions.
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Affiliation(s)
- Tushar K Dutta
- Division of Nematology, ICAR-Indian Agricultural Research Institute, New Delhi, 110012, India.
| | - Soham Ray
- Division of Plant Physiology, ICAR-Indian Agricultural Research Institute, New Delhi, 110012, India
| | - Victor Phani
- Department of Agricultural Entomology, College of Agriculture, Uttar Banga Krishi Viswavidyalaya, Dakshin Dinajpur, West Bengal, 733133, India
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Jiang C, Li Z, Zheng L, Yu Y, Niu D. Small RNAs: Efficient and miraculous effectors that play key roles in plant-microbe interactions. MOLECULAR PLANT PATHOLOGY 2023; 24:999-1013. [PMID: 37026481 PMCID: PMC10346379 DOI: 10.1111/mpp.13329] [Citation(s) in RCA: 4] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 12/01/2022] [Revised: 03/06/2023] [Accepted: 03/07/2023] [Indexed: 06/19/2023]
Abstract
Plants' response to pathogens is highly complex and involves changes at different levels, such as activation or repression of a vast array of genes. Recently, many studies have demonstrated that many RNAs, especially small RNAs (sRNAs), are involved in genetic expression and reprogramming affecting plant-pathogen interactions. The sRNAs, including short interfering RNAs and microRNAs, are noncoding RNA with 18-30 nucleotides, and are recognized as key genetic and epigenetic regulators. In this review, we summarize the new findings about defence-related sRNAs in the response to pathogens and our current understanding of their effects on plant-pathogen interactions. The main content of this review article includes the roles of sRNAs in plant-pathogen interactions, cross-kingdom sRNA trafficking between host and pathogen, and the application of RNA-based fungicides for plant disease control.
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Affiliation(s)
- Chun‐Hao Jiang
- Department of Plant Pathology, College of Plant ProtectionNanjing Agricultural UniversityNanjingChina
- Key Laboratory of Integrated Management of Crop Disease and Pests, Ministry of Education/Key Laboratory of Integrated Pest Management on Crops in East China, Ministry of Agriculture/Key Laboratory of Plant ImmunityNanjing Agricultural UniversityNanjingChina
- Engineering Center of Bioresource Pesticide in Jiangsu ProvinceNanjingChina
| | - Zi‐Jie Li
- Department of Plant Pathology, College of Plant ProtectionNanjing Agricultural UniversityNanjingChina
- Key Laboratory of Integrated Management of Crop Disease and Pests, Ministry of Education/Key Laboratory of Integrated Pest Management on Crops in East China, Ministry of Agriculture/Key Laboratory of Plant ImmunityNanjing Agricultural UniversityNanjingChina
- Engineering Center of Bioresource Pesticide in Jiangsu ProvinceNanjingChina
| | - Li‐Yu Zheng
- Department of Plant Pathology, College of Plant ProtectionNanjing Agricultural UniversityNanjingChina
- Key Laboratory of Integrated Management of Crop Disease and Pests, Ministry of Education/Key Laboratory of Integrated Pest Management on Crops in East China, Ministry of Agriculture/Key Laboratory of Plant ImmunityNanjing Agricultural UniversityNanjingChina
- Engineering Center of Bioresource Pesticide in Jiangsu ProvinceNanjingChina
| | - Yi‐Yang Yu
- Department of Plant Pathology, College of Plant ProtectionNanjing Agricultural UniversityNanjingChina
- Key Laboratory of Integrated Management of Crop Disease and Pests, Ministry of Education/Key Laboratory of Integrated Pest Management on Crops in East China, Ministry of Agriculture/Key Laboratory of Plant ImmunityNanjing Agricultural UniversityNanjingChina
- Engineering Center of Bioresource Pesticide in Jiangsu ProvinceNanjingChina
| | - Dong‐Dong Niu
- Department of Plant Pathology, College of Plant ProtectionNanjing Agricultural UniversityNanjingChina
- Key Laboratory of Integrated Management of Crop Disease and Pests, Ministry of Education/Key Laboratory of Integrated Pest Management on Crops in East China, Ministry of Agriculture/Key Laboratory of Plant ImmunityNanjing Agricultural UniversityNanjingChina
- Engineering Center of Bioresource Pesticide in Jiangsu ProvinceNanjingChina
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Hada A, Singh D, Banakar P, Papolu PK, Kassam R, Chatterjee M, Yadav J, Rao U. Host-delivered RNAi-mediated silencing using fusion cassettes of different functional groups of genes precludes Meloidogyne incognita multiplication in Nicotiana tabacum. PLANT CELL REPORTS 2023; 42:29-43. [PMID: 36462028 DOI: 10.1007/s00299-022-02934-2] [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: 07/23/2022] [Accepted: 10/04/2022] [Indexed: 06/17/2023]
Abstract
This study demonstrates multi-gene silencing approach for simultaneous silencing of several functional genes through a fusion gene strategy for protecting plants against root-knot nematode, Meloidogyne incognita. The ability of root-knot nematode (RKN), Meloidogyne incognita, to cause extensive yield decline in a wide range of cultivated crops is well-documented. Due to the inadequacies of current management approaches, the alternatively employed contemporary RNA interference (RNAi)-based host-delivered gene silencing (HD-RNAi) strategy targeting different functional effectors/genes has shown substantial potential to combat RKNs. In this direction, we have explored the possibility of simultaneous silencing of four esophageal gland genes, six plant cell-wall modifying enzymes (PCWMEs) and a serine protease gene of M. incognita using the fusion approach. In vitro RNAi showed that combinatorial gene silencing is the most effective in affecting nematode behavior in terms of reduced attraction, penetration, development, and reproduction in tomato and adzuki beans. In addition, qRT-PCR analysis of M. incognita J2s soaked in fusion-dsRNA showed perturbed expression of all the genes comprising the fusion construct confirming successful dsRNA processing which is also supported by increased mRNA abundance of five key-RNAi pathway genes. In addition, hairpin RNA expressing constructs of multi-gene fusion cassettes were developed and used for generation of Nicotiana tabacum transgenic plants. The integration of gene constructs and expression of siRNAs in transgenic events were confirmed by Southern and Northern blot analyses. Besides, bio-efficacy analyses of transgenic events, conferred up to 87% reduction in M. incognita multiplication. Correspondingly, reduced transcript accumulation of the target genes in the M. incognita females extracted from transgenic events confirmed successful gene silencing.
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Affiliation(s)
- Alkesh Hada
- Division of Nematology, ICAR-Indian Agricultural Research Institute, New Delhi, 110012, India
| | - Divya Singh
- Division of Nematology, ICAR-Indian Agricultural Research Institute, New Delhi, 110012, India
| | - Prakash Banakar
- Division of Nematology, ICAR-Indian Agricultural Research Institute, New Delhi, 110012, India.
- Department of Nematology and Centre for Bio-Nanotechnology, Chaudhary Charan Singh Haryana Agricultural University, Hisar, 125004, India.
| | - Pradeep K Papolu
- Division of Nematology, ICAR-Indian Agricultural Research Institute, New Delhi, 110012, India
| | - Rami Kassam
- Division of Nematology, ICAR-Indian Agricultural Research Institute, New Delhi, 110012, India
| | - Madhurima Chatterjee
- Division of Nematology, ICAR-Indian Agricultural Research Institute, New Delhi, 110012, India
| | - Jyoti Yadav
- Division of Nematology, ICAR-Indian Agricultural Research Institute, New Delhi, 110012, India
| | - Uma Rao
- Division of Nematology, ICAR-Indian Agricultural Research Institute, New Delhi, 110012, India.
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Elarabi NI, Abdel-Rahman AA, Abdel-Haleem H, Abdel-Hakeem M. Silver and zinc oxide nanoparticles disrupt essential parasitism, neuropeptidergic, and expansion-like proteins genes in Meloidogyne incognita. Exp Parasitol 2022; 243:108402. [DOI: 10.1016/j.exppara.2022.108402] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/16/2022] [Revised: 09/14/2022] [Accepted: 10/02/2022] [Indexed: 11/04/2022]
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Joshi I, Kumar A, Kohli D, Bhattacharya R, Sirohi A, Chaudhury A, Jain PK. Gall-specific promoter, an alternative to the constitutive CaMV35S promoter, drives host-derived RNA interference targeting Mi-msp2 gene to confer effective nematode resistance. FRONTIERS IN PLANT SCIENCE 2022; 13:1007322. [PMID: 36426141 PMCID: PMC9679145 DOI: 10.3389/fpls.2022.1007322] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Subscribe] [Scholar Register] [Received: 07/30/2022] [Accepted: 10/03/2022] [Indexed: 06/16/2023]
Abstract
One of the major obligate plant parasites causing massive economic crop losses belongs to the class of root-knot nematodes (RKNs). Targeting of major nematode parasitism genes via Host Delivered-RNAi (HD-RNAi) to confer silencing is established as one of the most effective approaches to curb nematode infection. Utilizing nematode-responsive root-specific (NRRS) promoters to design a dsRNA molecule targeting approach to hamper nematode parasitism. Here, a previously validated peroxidase gall specific promoter, pAt2g18140, from Arabidopsis was employed to express the dsRNA construct of the nematode effector gene Mi-msp2 from Meloidogyne incognita. Arabidopsis RNAi lines of CaMV35S::Mi-msp2-RNAi and pAt2g18140::Mi-msp2-RNAi were compared with control plants to assess the decrease in plant nematode infection. When subjected to infection, the maximum reductions in the numbers of galls, females and egg masses in the CaMV35S::Mi-msp2-RNAi lines were 61%, 66% and 95%, respectively, whereas for the pAt2g18140::Mi-msp2-RNAi lines, they were 63%, 68% and 100%, respectively. The reduction in transcript level ranged from 79%-82% for CaMV35S::Mi-msp2-RNAi and 72%-79% for the pAt2g18140::Mi-msp2-RNAi lines. Additionally, a reduction in female size and a subsequent reduction in next-generation fecundity demonstrate the efficacy and potential of the gall specific promoter pAt2g18140 for utilization in the development of HD-RNAi constructs against RKN, as an excellent alternative to the CaMV35S promoter.
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Affiliation(s)
- Ila Joshi
- ICAR-National Institute for Plant Biotechnology, New Delhi, India
- Department of Bio and Nano Technology, Bio & Nano Technology Centre, Guru Jambheshwar University of Science and Technology, Hisar, Haryana, India
| | - Anil Kumar
- ICAR-National Institute for Plant Biotechnology, New Delhi, India
- Department of Entomology, Nematology and Chemistry Units, Agricultural Research Organization, The Volcani Center, Bet Dagan, Israel
| | - Deshika Kohli
- ICAR-National Institute for Plant Biotechnology, New Delhi, India
| | | | - Anil Sirohi
- Division of Nematology, ICAR-Indian Agricultural Research Institute, New Delhi, India
| | - Ashok Chaudhury
- Department of Bio and Nano Technology, Bio & Nano Technology Centre, Guru Jambheshwar University of Science and Technology, Hisar, Haryana, India
| | - Pradeep K. Jain
- ICAR-National Institute for Plant Biotechnology, New Delhi, India
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Li X, Mu K, Yang S, Wei J, Wang C, Yan W, Yuan F, Wang H, Han D, Kang Z, Zeng Q. Reduction of Rhizoctonia cerealis Infection on Wheat Through Host- and Spray-Induced Gene Silencing of an Orphan Secreted Gene. MOLECULAR PLANT-MICROBE INTERACTIONS : MPMI 2022; 35:803-813. [PMID: 36102883 DOI: 10.1094/mpmi-04-22-0075-r] [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: 06/15/2023]
Abstract
Rhizoctonia cerealis is a soilborne fungus that can cause sharp eyespot in wheat, resulting in massive yield losses found in many countries. Due to the lack of resistant cultivars, fungicides have been widely used to control this pathogen. However, chemical control is not environmentally friendly and is costly. Meanwhile, the lack of genetic transformation tools has hindered the functional characterization of virulence genes. In this study, we attempted to characterize the function of virulence genes by two transient methods, host-induced gene silencing (HIGS) and spray-induced gene silencing (SIGS), which use RNA interference to suppress the pathogenic development. We identified ten secretory orphan genes from the genome. After silencing these ten genes, only the RcOSP1 knocked-down plant significantly inhibited the growth of R. cerealis. We then described RcOSP1 as an effector that could impair wheat biological processes and suppress pathogen-associated molecular pattern-triggered immunity in the infection process. These findings confirm that HIGS and SIGS can be practical tools for researching R. cerealis virulence genes. [Formula: see text] Copyright © 2022 The Author(s). This is an open access article distributed under the CC BY-NC-ND 4.0 International license.
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Affiliation(s)
- Xiang Li
- State Key Laboratory of Crop Stress Biology for Arid Areas, Northwest A&F University, Yangling, China
| | - Keqing Mu
- State Key Laboratory of Crop Stress Biology for Arid Areas, Northwest A&F University, Yangling, China
| | - Shuqing Yang
- State Key Laboratory of Crop Stress Biology for Arid Areas, Northwest A&F University, Yangling, China
| | - Jiajing Wei
- State Key Laboratory of Crop Stress Biology for Arid Areas, Northwest A&F University, Yangling, China
| | - Congnawei Wang
- State Key Laboratory of Crop Stress Biology for Arid Areas, Northwest A&F University, Yangling, China
| | - Weiyi Yan
- State Key Laboratory of Crop Stress Biology for Arid Areas, Northwest A&F University, Yangling, China
| | - Fengping Yuan
- State Key Laboratory of Crop Stress Biology for Arid Areas, Northwest A&F University, Yangling, China
| | - Haiying Wang
- State Key Laboratory of Crop Stress Biology for Arid Areas, Northwest A&F University, Yangling, China
| | - Dejun Han
- State Key Laboratory of Crop Stress Biology for Arid Areas, Northwest A&F University, Yangling, China
| | - Zhensheng Kang
- State Key Laboratory of Crop Stress Biology for Arid Areas, Northwest A&F University, Yangling, China
- Yangling Seed Industry Innovation Center, Yangling, Shaanxi 712100, China
| | - Qingdong Zeng
- State Key Laboratory of Crop Stress Biology for Arid Areas, Northwest A&F University, Yangling, China
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12
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Bilir Ö, Göl D, Hong Y, McDowell JM, Tör M. Small RNA-based plant protection against diseases. FRONTIERS IN PLANT SCIENCE 2022; 13:951097. [PMID: 36061762 PMCID: PMC9434005 DOI: 10.3389/fpls.2022.951097] [Citation(s) in RCA: 5] [Impact Index Per Article: 1.7] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Figures] [Subscribe] [Scholar Register] [Received: 05/23/2022] [Accepted: 07/28/2022] [Indexed: 06/15/2023]
Abstract
Plant diseases cause significant decreases in yield and quality of crops and consequently pose a very substantial threat to food security. In the continuous search for environmentally friendly crop protection, exploitation of RNA interferance machinery is showing promising results. It is well established that small RNAs (sRNAs) including microRNA (miRNA) and small interfering RNA (siRNA) are involved in the regulation of gene expression via both transcriptional and post-transcriptional RNA silencing. sRNAs from host plants can enter into pathogen cells during invasion and silence pathogen genes. This process has been exploited through Host-Induced Gene Silencing (HIGS), in which plant transgenes that produce sRNAs are engineered to silence pest and pathogen genes. Similarly, exogenously applied sRNAs can enter pest and pathogen cells, either directly or via the hosts, and silence target genes. This process has been exploited in Spray-Induced Gene Silencing (SIGS). Here, we focus on the role of sRNAs and review how they have recently been used against various plant pathogens through HIGS or SIGS-based methods and discuss advantages and drawbacks of these approaches.
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Affiliation(s)
- Özlem Bilir
- Department of Biotechnology, Trakya Agricultural Research Institute, Edirne, Turkey
| | - Deniz Göl
- Department of Biology, School of Science and the Environment, University of Worcester, Worcester, United Kingdom
| | - Yiguo Hong
- Department of Biology, School of Science and the Environment, University of Worcester, Worcester, United Kingdom
- Research Centre for Plant RNA Signaling, College of Life and Environmental Sciences, Hangzhou Normal University, Hangzhou, China
| | - John M. McDowell
- School of Plant and Environmental Sciences, Virginia Tech, Blacksburg, VA, United States
| | - Mahmut Tör
- Department of Biology, School of Science and the Environment, University of Worcester, Worcester, United Kingdom
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13
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Kong L, Shi X, Chen D, Yang N, Yin C, Yang J, Wang G, Huang W, Peng H, Peng D, Liu S. Host-induced silencing of a nematode chitin synthase gene enhances resistance of soybeans to both pathogenic Heterodera glycines and Fusarium oxysporum. PLANT BIOTECHNOLOGY JOURNAL 2022; 20:809-811. [PMID: 35301818 PMCID: PMC9055809 DOI: 10.1111/pbi.13808] [Citation(s) in RCA: 7] [Impact Index Per Article: 2.3] [Reference Citation Analysis] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 09/21/2021] [Revised: 02/23/2022] [Accepted: 03/02/2022] [Indexed: 05/21/2023]
Affiliation(s)
- Lingan Kong
- State Key Laboratory for Biology of Plant Diseases and Insect PestsInstitute of Plant ProtectionChinese Academy of Agricultural SciencesBeijingChina
| | - Xue Shi
- State Key Laboratory for Biology of Plant Diseases and Insect PestsInstitute of Plant ProtectionChinese Academy of Agricultural SciencesBeijingChina
| | - Deng Chen
- College of Plant ProtectionChina Agricultural UniversityBeijingChina
| | - Nan Yang
- College of Plant ProtectionChina Agricultural UniversityBeijingChina
| | - Changfa Yin
- Institute of Plant ProtectionJiangxi Academy of Agricultural SciencesNanchangChina
| | - Jun Yang
- College of Plant ProtectionChina Agricultural UniversityBeijingChina
| | - Gaofeng Wang
- State Key Laboratory for Biology of Plant Diseases and Insect PestsInstitute of Plant ProtectionChinese Academy of Agricultural SciencesBeijingChina
| | - Wenkun Huang
- State Key Laboratory for Biology of Plant Diseases and Insect PestsInstitute of Plant ProtectionChinese Academy of Agricultural SciencesBeijingChina
| | - Huan Peng
- State Key Laboratory for Biology of Plant Diseases and Insect PestsInstitute of Plant ProtectionChinese Academy of Agricultural SciencesBeijingChina
| | - Deliang Peng
- State Key Laboratory for Biology of Plant Diseases and Insect PestsInstitute of Plant ProtectionChinese Academy of Agricultural SciencesBeijingChina
| | - Shiming Liu
- State Key Laboratory for Biology of Plant Diseases and Insect PestsInstitute of Plant ProtectionChinese Academy of Agricultural SciencesBeijingChina
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14
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Joshi I, Kohli D, Pal A, Chaudhury A, Sirohi A, Jain PK. Host delivered-RNAi of effector genes for imparting resistance against root-knot and cyst nematodes in plants. PHYSIOLOGICAL AND MOLECULAR PLANT PATHOLOGY 2022; 118:101802. [DOI: 10.1016/j.pmpp.2022.101802] [Citation(s) in RCA: 5] [Impact Index Per Article: 1.7] [Reference Citation Analysis] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 07/19/2023]
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15
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Jagdale S, Rao U, Giri AP. Effectors of Root-Knot Nematodes: An Arsenal for Successful Parasitism. FRONTIERS IN PLANT SCIENCE 2021; 12:800030. [PMID: 35003188 PMCID: PMC8727514 DOI: 10.3389/fpls.2021.800030] [Citation(s) in RCA: 13] [Impact Index Per Article: 3.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Subscribe] [Scholar Register] [Received: 10/22/2021] [Accepted: 11/23/2021] [Indexed: 05/13/2023]
Abstract
Root-knot nematodes (RKNs) are notorious plant-parasitic nematodes first recorded in 1855 in cucumber plants. They are microscopic, obligate endoparasites that cause severe losses in agriculture and horticulture. They evade plant immunity, hijack the plant cell cycle, and metabolism to modify healthy cells into giant cells (GCs) - RKN feeding sites. RKNs secrete various effector molecules which suppress the plant defence and tamper with plant cellular and molecular biology. These effectors originate mainly from sub-ventral and dorsal oesophageal glands. Recently, a few non-oesophageal gland secreted effectors have been discovered. Effectors are essential for the entry of RKNs in plants, subsequently formation and maintenance of the GCs during the parasitism. In the past two decades, advanced genomic and post-genomic techniques identified many effectors, out of which only a few are well characterized. In this review, we provide molecular and functional details of RKN effectors secreted during parasitism. We list the known effectors and pinpoint their molecular functions. Moreover, we attempt to provide a comprehensive insight into RKN effectors concerning their implications on overall plant and nematode biology. Since effectors are the primary and prime molecular weapons of RKNs to invade the plant, it is imperative to understand their intriguing and complex functions to design counter-strategies against RKN infection.
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Affiliation(s)
- Shounak Jagdale
- Plant Molecular Biology Unit, Division of Biochemical Sciences, CSIR-National Chemical Laboratory, Pune, India
- Academy of Scientific and Innovative Research (AcSIR), Ghaziabad, India
| | - Uma Rao
- Division of Nematology, ICAR-Indian Agricultural Research Institute, New Delhi, India
| | - Ashok P. Giri
- Plant Molecular Biology Unit, Division of Biochemical Sciences, CSIR-National Chemical Laboratory, Pune, India
- Academy of Scientific and Innovative Research (AcSIR), Ghaziabad, India
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16
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Kochetov AV, Gavrilenko TA, Afanasenko OS. [New genetic tools for plant defense against parasitic nematodes]. Vavilovskii Zhurnal Genet Selektsii 2021; 25:337-343. [PMID: 34901730 PMCID: PMC8627880 DOI: 10.18699/vj21.037] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/10/2020] [Revised: 11/23/2020] [Accepted: 11/25/2020] [Indexed: 11/21/2022] Open
Abstract
Нематоды относятся к числу значимых вредителей сельскохозяйственных растений. В обзоре
рассмотрены последние данные о молекулярных механизмах устойчивости растений к цистообразующим
и галловым нематодам, среди которых одни из наиболее вредоносных видов: Globodera rostochiensis, G. pallida, Heterodera schachtii, Meloidogyne chitwoodi и M. incognita. Например, золотистая картофельная нематода
G. rostochiensis, зарегистрированная в 61 субъекте РФ на общей площади 1.8 млн га, способна приводить к потере
от 19 до 90 % урожая картофеля. Биологические особенности нематод затрудняют разработку агротехнических
способов борьбы с ними: цисты G. rostochiensis сохраняют жизнеспособность в почве в течение многих лет, нематициды токсичны или малоэффективны, поэтому предпочтительным методом борьбы с ними является интрогрессия генов устойчивости от родственных культурных и дикорастущих видов. Стратегия жизненного цикла
цистообразующих и галловых нематод основана на способности личинок проникать в корни восприимчивых
видов растений, репрограммировать клетки растения-хозяина, формирующие гигантские клетки или синцитии
в качестве питающих структур, а также ингибировать иммунный ответ. Молекулярные механизмы, лежащие в
основе такого взаимодействия в системе «патоген–хозяин», вызывают значительный интерес как с точки зрения
управления морфогенезом растений, так и в аспекте разработки безопасных и эффективных способов борьбы с
паразитическими нематодами. В обзоре рассмотрены данные об эффекторах, с помощью которых разные виды
нематод контролируют иммунный ответ растения-хозяина, а также гены устойчивости (R-гены) и некоторые
молекулярные механизмы, прерывающие формирование питающих структур и развитие паразита. Приведены
новые данные о способах генетического контроля, основанных на одном из активно обсуждаемых в последнее время варианте механизма РНК-интерференции – HIGS (host induced gene silencing), представляющем собой
адресное выключение экспрессии гена-мишени в клетках личинки нематоды с помощью специфических двуцепочечных РНК, синтезирующихся в клетках растения-хозяина. Индукция РНК-интерференции в клетках растений
приводит к появлению молекул-медиаторов, способных инициировать аналогичный процесс в клетках фитофагов, взаимодействующих с растением, в том числе у личинок нематод. Описаны случаи, в которых такое адресное выключение экспрессии генов-мишеней приводило к нарушениям развития личинок и высокому уровню
защиты сельскохозяйственных растений от наиболее опасных видов нематод.
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Affiliation(s)
- A V Kochetov
- Institute of Cytology and Genetics of the Siberian Branch of the Russian Academy of Sciences, Novosibirsk, Russia
| | - T A Gavrilenko
- Institute of Cytology and Genetics of the Siberian Branch of the Russian Academy of Sciences, Novosibirsk, Russia Federal Research Center the N.I. Vavilov All-Russian Institute of Plant Genetic Resources (VIR), St. Petersburg, Russia
| | - O S Afanasenko
- Institute of Cytology and Genetics of the Siberian Branch of the Russian Academy of Sciences, Novosibirsk, Russia All-Russian Institute of Plant Protection, Pushkin, St. Petersburg, Russia
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Hada A, Singh D, Papolu PK, Banakar P, Raj A, Rao U. Host-mediated RNAi for simultaneous silencing of different functional groups of genes in Meloidogyne incognita using fusion cassettes in Nicotiana tabacum. PLANT CELL REPORTS 2021; 40:2287-2302. [PMID: 34387737 DOI: 10.1007/s00299-021-02767-5] [Citation(s) in RCA: 4] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 05/11/2021] [Accepted: 08/05/2021] [Indexed: 05/27/2023]
Abstract
KEY MESSAGE This study establishes possibility of combinatorial silencing of more than one functional gene for their efficacy against root-knot nematode, M. incognita. Root-knot nematodes (RKN) of the genus Meloidogyne are the key important plant parasitic nematodes (PPNs) in agricultural and horticultural crops worldwide. Among RKNs, M. incognita is the most notorious that demand exploration of novel strategies for their management. Due to its sustainable and target-specific nature, RNA interference (RNAi) has gained unprecedented importance to combat RKNs. However, based on the available genomic information and interaction studies, it can be presumed that RKNs are dynamic and not dependent on single genes for accomplishing a particular function. Therefore, it becomes extremely important to consider silencing of more than one gene to establish any synergistic or additive effect on nematode parasitism. In this direction, we have combined three effectors specific to subventral gland cells of M. incognita, Mi-msp1, Mi-msp16, Mi-msp20 as fusion cassettes-1 and two FMRFamide-like peptides, Mi-flp14, Mi-flp18, and Mi-msp20 as fusion cassettes-2 to establish their possible utility for M. incognita management. In vitro RNAi assay in tomato and adzuki bean using these two fusion gene negatively altered nematode behavior in terms of reduced attraction, invasion, development, and reproduction. Subsequently, Nicotiana tabacum plants were transformed with these two fusion gene hairpin RNA-expressing vectors (hpRNA), and characterized via PCR, qRT-PCR, and Southern blot hybridization. Production of siRNAs specific to Mi-flp18 and Mi-msp1 was also confirmed by Northern hybridization. Further, transgenic events expressing single copy insertions of hpRNA constructs of fusion 1 and fusion-2 conferred up to 85% reduction in M. incognita multiplication. Besides, expression quantification revealed a significant reduction in mRNA abundance of target genes (up to 1.8-fold) in M. incognita females extracted from transgenic plants, and provided additional evidence for successful gene silencing.
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Affiliation(s)
- Alkesh Hada
- Division of Nematology, ICAR-Indian Agricultural Research Institute, New Delhi, 110012, India
| | - Divya Singh
- Division of Nematology, ICAR-Indian Agricultural Research Institute, New Delhi, 110012, India
| | - Pradeep K Papolu
- Division of Nematology, ICAR-Indian Agricultural Research Institute, New Delhi, 110012, India
| | - Prakash Banakar
- Division of Nematology, ICAR-Indian Agricultural Research Institute, New Delhi, 110012, India
| | - Ankita Raj
- Division of Nematology, ICAR-Indian Agricultural Research Institute, New Delhi, 110012, India
| | - Uma Rao
- Division of Nematology, ICAR-Indian Agricultural Research Institute, New Delhi, 110012, India.
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18
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Qiao L, Lan C, Capriotti L, Ah-Fong A, Nino Sanchez J, Hamby R, Heller J, Zhao H, Glass NL, Judelson HS, Mezzetti B, Niu D, Jin H. Spray-induced gene silencing for disease control is dependent on the efficiency of pathogen RNA uptake. PLANT BIOTECHNOLOGY JOURNAL 2021; 19:1756-1768. [PMID: 33774895 DOI: 10.1101/2021.02.01.429265] [Citation(s) in RCA: 4] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 12/08/2020] [Revised: 03/01/2021] [Accepted: 03/06/2021] [Indexed: 05/21/2023]
Abstract
Recent discoveries show that fungi can take up environmental RNA, which can then silence fungal genes through environmental RNA interference. This discovery prompted the development of Spray-Induced Gene Silencing (SIGS) for plant disease management. In this study, we aimed to determine the efficacy of SIGS across a variety of eukaryotic microbes. We first examined the efficiency of RNA uptake in multiple pathogenic and non-pathogenic fungi, and an oomycete pathogen. We observed efficient double-stranded RNA (dsRNA) uptake in the fungal plant pathogens Botrytis cinerea, Sclerotinia sclerotiorum, Rhizoctonia solani, Aspergillus niger and Verticillium dahliae, but no uptake in Colletotrichum gloeosporioides, and weak uptake in a beneficial fungus, Trichoderma virens. For the oomycete plant pathogen, Phytophthora infestans, RNA uptake was limited and varied across different cell types and developmental stages. Topical application of dsRNA targeting virulence-related genes in pathogens with high RNA uptake efficiency significantly inhibited plant disease symptoms, whereas the application of dsRNA in pathogens with low RNA uptake efficiency did not suppress infection. Our results have revealed that dsRNA uptake efficiencies vary across eukaryotic microbe species and cell types. The success of SIGS for plant disease management can largely be determined by the pathogen's RNA uptake efficiency.
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Affiliation(s)
- Lulu Qiao
- College of Plant Protection, Nanjing Agricultural University, Nanjing, China
- Key Laboratory of Integrated Management of Crop Diseases and Pests (Ministry of Education), Nanjing, China
- Department of Microbiology & Plant Pathology, Center for Plant Cell Biology, Institute for Integrative Genome Biology, University of California, Riverside, CA, USA
| | - Chi Lan
- College of Plant Protection, Nanjing Agricultural University, Nanjing, China
- Key Laboratory of Integrated Management of Crop Diseases and Pests (Ministry of Education), Nanjing, China
| | - Luca Capriotti
- Department of Microbiology & Plant Pathology, Center for Plant Cell Biology, Institute for Integrative Genome Biology, University of California, Riverside, CA, USA
- Department of Agricultural, Food and Environmental Sciences, Marche Polytechnic University, Ancona, Italy
| | - Audrey Ah-Fong
- Department of Microbiology & Plant Pathology, Center for Plant Cell Biology, Institute for Integrative Genome Biology, University of California, Riverside, CA, USA
| | - Jonatan Nino Sanchez
- Department of Microbiology & Plant Pathology, Center for Plant Cell Biology, Institute for Integrative Genome Biology, University of California, Riverside, CA, USA
| | - Rachael Hamby
- Department of Microbiology & Plant Pathology, Center for Plant Cell Biology, Institute for Integrative Genome Biology, University of California, Riverside, CA, USA
| | - Jens Heller
- Department of Plant and Microbial Biology, University of California, Berkeley, CA, USA
- Environmental Genomics and Systems Biology Division, The Lawrence Berkeley National Laboratory, Berkeley, CA, USA
| | - Hongwei Zhao
- College of Plant Protection, Nanjing Agricultural University, Nanjing, China
- Key Laboratory of Integrated Management of Crop Diseases and Pests (Ministry of Education), Nanjing, China
| | - N Louise Glass
- Department of Plant and Microbial Biology, University of California, Berkeley, CA, USA
- Environmental Genomics and Systems Biology Division, The Lawrence Berkeley National Laboratory, Berkeley, CA, USA
| | - Howard S Judelson
- Department of Microbiology & Plant Pathology, Center for Plant Cell Biology, Institute for Integrative Genome Biology, University of California, Riverside, CA, USA
| | - Bruno Mezzetti
- Department of Microbiology & Plant Pathology, Center for Plant Cell Biology, Institute for Integrative Genome Biology, University of California, Riverside, CA, USA
- Department of Agricultural, Food and Environmental Sciences, Marche Polytechnic University, Ancona, Italy
| | - Dongdong Niu
- College of Plant Protection, Nanjing Agricultural University, Nanjing, China
- Key Laboratory of Integrated Management of Crop Diseases and Pests (Ministry of Education), Nanjing, China
- Department of Microbiology & Plant Pathology, Center for Plant Cell Biology, Institute for Integrative Genome Biology, University of California, Riverside, CA, USA
| | - Hailing Jin
- Department of Microbiology & Plant Pathology, Center for Plant Cell Biology, Institute for Integrative Genome Biology, University of California, Riverside, CA, USA
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Qiao L, Lan C, Capriotti L, Ah‐Fong A, Nino Sanchez J, Hamby R, Heller J, Zhao H, Glass NL, Judelson HS, Mezzetti B, Niu D, Jin H. Spray-induced gene silencing for disease control is dependent on the efficiency of pathogen RNA uptake. PLANT BIOTECHNOLOGY JOURNAL 2021; 19:1756-1768. [PMID: 33774895 PMCID: PMC8428832 DOI: 10.1111/pbi.13589] [Citation(s) in RCA: 139] [Impact Index Per Article: 34.8] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 12/08/2020] [Revised: 03/01/2021] [Accepted: 03/06/2021] [Indexed: 05/20/2023]
Abstract
Recent discoveries show that fungi can take up environmental RNA, which can then silence fungal genes through environmental RNA interference. This discovery prompted the development of Spray-Induced Gene Silencing (SIGS) for plant disease management. In this study, we aimed to determine the efficacy of SIGS across a variety of eukaryotic microbes. We first examined the efficiency of RNA uptake in multiple pathogenic and non-pathogenic fungi, and an oomycete pathogen. We observed efficient double-stranded RNA (dsRNA) uptake in the fungal plant pathogens Botrytis cinerea, Sclerotinia sclerotiorum, Rhizoctonia solani, Aspergillus niger and Verticillium dahliae, but no uptake in Colletotrichum gloeosporioides, and weak uptake in a beneficial fungus, Trichoderma virens. For the oomycete plant pathogen, Phytophthora infestans, RNA uptake was limited and varied across different cell types and developmental stages. Topical application of dsRNA targeting virulence-related genes in pathogens with high RNA uptake efficiency significantly inhibited plant disease symptoms, whereas the application of dsRNA in pathogens with low RNA uptake efficiency did not suppress infection. Our results have revealed that dsRNA uptake efficiencies vary across eukaryotic microbe species and cell types. The success of SIGS for plant disease management can largely be determined by the pathogen's RNA uptake efficiency.
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Affiliation(s)
- Lulu Qiao
- College of Plant ProtectionNanjing Agricultural UniversityNanjingChina
- Key Laboratory of Integrated Management of Crop Diseases and Pests (Ministry of Education)NanjingChina
- Department of Microbiology & Plant PathologyCenter for Plant Cell BiologyInstitute for Integrative Genome BiologyUniversity of CaliforniaRiversideCAUSA
| | - Chi Lan
- College of Plant ProtectionNanjing Agricultural UniversityNanjingChina
- Key Laboratory of Integrated Management of Crop Diseases and Pests (Ministry of Education)NanjingChina
| | - Luca Capriotti
- Department of Microbiology & Plant PathologyCenter for Plant Cell BiologyInstitute for Integrative Genome BiologyUniversity of CaliforniaRiversideCAUSA
- Department of Agricultural, Food and Environmental SciencesMarche Polytechnic UniversityAnconaItaly
| | - Audrey Ah‐Fong
- Department of Microbiology & Plant PathologyCenter for Plant Cell BiologyInstitute for Integrative Genome BiologyUniversity of CaliforniaRiversideCAUSA
| | - Jonatan Nino Sanchez
- Department of Microbiology & Plant PathologyCenter for Plant Cell BiologyInstitute for Integrative Genome BiologyUniversity of CaliforniaRiversideCAUSA
| | - Rachael Hamby
- Department of Microbiology & Plant PathologyCenter for Plant Cell BiologyInstitute for Integrative Genome BiologyUniversity of CaliforniaRiversideCAUSA
| | - Jens Heller
- Department of Plant and Microbial BiologyUniversity of CaliforniaBerkeleyCAUSA
- Environmental Genomics and Systems Biology DivisionThe Lawrence Berkeley National LaboratoryBerkeleyCAUSA
| | - Hongwei Zhao
- College of Plant ProtectionNanjing Agricultural UniversityNanjingChina
- Key Laboratory of Integrated Management of Crop Diseases and Pests (Ministry of Education)NanjingChina
| | - N. Louise Glass
- Department of Plant and Microbial BiologyUniversity of CaliforniaBerkeleyCAUSA
- Environmental Genomics and Systems Biology DivisionThe Lawrence Berkeley National LaboratoryBerkeleyCAUSA
| | - Howard S. Judelson
- Department of Microbiology & Plant PathologyCenter for Plant Cell BiologyInstitute for Integrative Genome BiologyUniversity of CaliforniaRiversideCAUSA
| | - Bruno Mezzetti
- Department of Microbiology & Plant PathologyCenter for Plant Cell BiologyInstitute for Integrative Genome BiologyUniversity of CaliforniaRiversideCAUSA
- Department of Agricultural, Food and Environmental SciencesMarche Polytechnic UniversityAnconaItaly
| | - Dongdong Niu
- College of Plant ProtectionNanjing Agricultural UniversityNanjingChina
- Key Laboratory of Integrated Management of Crop Diseases and Pests (Ministry of Education)NanjingChina
- Department of Microbiology & Plant PathologyCenter for Plant Cell BiologyInstitute for Integrative Genome BiologyUniversity of CaliforniaRiversideCAUSA
| | - Hailing Jin
- Department of Microbiology & Plant PathologyCenter for Plant Cell BiologyInstitute for Integrative Genome BiologyUniversity of CaliforniaRiversideCAUSA
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20
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Hada A, Singh D, Venkata Satyanarayana KKV, Chatterjee M, Phani V, Rao U. Effect of fluensulfone on different functional genes of root-knot nematode Meloidogyne incognita. J Nematol 2021; 53:e2021-73. [PMID: 34414375 PMCID: PMC8371937 DOI: 10.21307/jofnem-2021-073] [Citation(s) in RCA: 4] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/23/2021] [Indexed: 12/22/2022] Open
Abstract
Meloidogyne incognita is an obligate plant-parasitic nematode causing serious damage to agricultural crops. Major constraints in nematode management arose due to the limited availability of non-fumigant nematicides in conjunction with the considerable ill effects of fumigants on human and non-target organisms. Recently, fluensulfone has been reported to be an effective non-fumigant nematicide against plant-parasitic nematodes and the model nematode Caenorhabditis elegans. The nematicidal efficacy varies according to its concentration at the time of application, exposure timing, nematode species variability, and even across subpopulations within the same species. It interferes with the key physiological processes of nematodes, like motility, behavior, chemosensation, stylet thrusting, infectivity, metabolism, lipid consumption, tissue integrity, oviposition, egg hatching, and survival. However, the molecular basis of these multivariate physiological anomalies is still largely unknown. Quantitative real-time PCR was carried out to understand the acute transcriptional perturbation of 30 functional genes associated with key physiological and life processes in a M. incognita population, following exposure of 10, 50, and 100 ppm of fluensulfone for 5 and 10 hr. The chemical treatment resulted in significant downregulation of all the neuropeptidergic genes, with concomitant repression of majority of genes related to chemosensation, esophageal gland secretion, parasitism, fatty acid metabolism, and G-protein coupled receptors. Collectively, the parasitism genes were found to be perturbed at highest magnitude, followed by the GPCRs and neuropeptidergic genes. These results establish the wide ranging effect of fluensulfone on various metabolic and physiological pathways of nematode.
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Affiliation(s)
- Alkesh Hada
- Division of Nematology, ICAR-Indian Agricultural Research Institute, New Delhi, India
| | - Divya Singh
- Division of Nematology, ICAR-Indian Agricultural Research Institute, New Delhi, India
| | | | - Madhurima Chatterjee
- Division of Nematology, ICAR-Indian Agricultural Research Institute, New Delhi, India
| | - Victor Phani
- Department of Agricultural Entomology, College of Agriculture, Uttar Banga Krishi Viswavidyalaya, Dakshin Dinajpur, West Bengal, India
| | - Uma Rao
- Division of Nematology, ICAR-Indian Agricultural Research Institute, New Delhi, India
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Dutta TK, Papolu PK, Singh D, Sreevathsa R, Rao U. Expression interference of a number of Heterodera avenae conserved genes perturbs nematode parasitic success in Triticum aestivum. PLANT SCIENCE : AN INTERNATIONAL JOURNAL OF EXPERIMENTAL PLANT BIOLOGY 2020; 301:110670. [PMID: 33218636 DOI: 10.1016/j.plantsci.2020.110670] [Citation(s) in RCA: 10] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 06/22/2020] [Revised: 09/01/2020] [Accepted: 09/06/2020] [Indexed: 05/26/2023]
Abstract
The cereal cyst nematode, Heterodera avenae is distributed worldwide and causes substantial damage in bread wheat, Triticum aestivum. This nematode is extremely difficult to manage because of its prolonged persistence as unhatched eggs encased in cysts. Due to its sustainable and target-specific nature, RNA interference (RNAi)-based strategy has gained unprecedented importance for pest control. To date, RNAi strategy has not been exploited to manage H. avenae in wheat. In the present study, 40 H. avenae target genes with different molecular function were rationally selected for in vitro soaking analysis in order to assess their susceptibility to RNAi. In contrast to target-specific downregulation of 18 genes, 7 genes were upregulated and 15 genes showed unaltered expression (although combinatorial soaking showed some of these genes are RNAi susceptible), suggesting that a few of the target genes were refractory or recalcitrant to RNAi. However, RNAi of 37 of these genes negatively altered nematode behavior in terms of reduced penetration, development and reproduction in wheat. Subsequently, wheat plants were transformed with seven H. avenae target genes (that showed greatest abrogation of nematode parasitic success) for host-induced gene silencing (HIGS) analysis. Transformed plants were molecularly characterized by PCR, RT-qPCR and Southern hybridization. Production of target gene-specific double- and single-stranded RNA (dsRNA/siRNA) was detected in transformed plants. Transgenic expression of galectin, cathepsin L, vap1, serpin, flp12, RanBPM and chitinase genes conferred 33.24-72.4 % reduction in H. avenae multiplication in T1 events with single copy ones exhibiting greatest reduction. A similar degree of resistance observed in T2 plants indicated the consistent HIGS effect in the subsequent generations. Intriguingly, cysts isolated from RNAi plants were of smaller size with translucent cuticle compared to normal size, dark brown control cysts, suggesting H. avenae developmental retardation due to HIGS. Our study reinforces the potential of HIGS to manage nematode problems in crop plant.
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Affiliation(s)
- Tushar K Dutta
- Division of Nematology, ICAR-Indian Agricultural Research Institute, New Delhi, 110012, India
| | - Pradeep K Papolu
- Division of Nematology, ICAR-Indian Agricultural Research Institute, New Delhi, 110012, India
| | - Divya Singh
- Division of Nematology, ICAR-Indian Agricultural Research Institute, New Delhi, 110012, India
| | - Rohini Sreevathsa
- ICAR-National Institute for Plant Biotechnology, New Delhi, 110012, India.
| | - Uma Rao
- Division of Nematology, ICAR-Indian Agricultural Research Institute, New Delhi, 110012, India.
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Joshi I, Kumar A, Kohli D, Singh AK, Sirohi A, Subramaniam K, Chaudhury A, Jain PK. Conferring root-knot nematode resistance via host-delivered RNAi-mediated silencing of four Mi-msp genes in Arabidopsis. PLANT SCIENCE : AN INTERNATIONAL JOURNAL OF EXPERIMENTAL PLANT BIOLOGY 2020; 298:110592. [PMID: 32771150 DOI: 10.1016/j.plantsci.2020.110592] [Citation(s) in RCA: 15] [Impact Index Per Article: 3.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 02/10/2020] [Revised: 06/27/2020] [Accepted: 07/01/2020] [Indexed: 05/27/2023]
Abstract
The root-knot nematode (RKN) Meloidogyne incognita is considered one of the most damaging pests among phytonematodes. The majority of nematode oesophageal gland effector genes are indispensable in facilitating M. incognita parasitization of host plants. We report the effect of host-delivered RNAi (HD-RNAi) silencing of four selected M. incognita effector genes, namely, Mi-msp3, Mi-msp5, Mi-msp18 and Mi-msp24, in Arabidopsis thaliana. Mi-msp5, Mi-msp18 and Mi-msp24, which are dorsal gland genes, were found to be maximally expressed in the adult female stage, whereas Mi-msp3, which is a sub-ventral gland gene, was maximally expressed in an earlier stage. In transgenic plants expressing dsRNA, the reduction in the number of galls on roots was 89 %, 78 %, 86 % and 89 % for the Mi-msp3, Mi-msp5, Mi-msp18 and Mi-msp24 RNAi events, respectively. Moreover, gene transcript abundance was significantly reduced in RKN females feeding on dsRNA-expressing lines by up to 60 %, 84 %, 31 % and 61 % for Mi-msp3, Mi-msp5, Mi-msp18 and Mi-msp24, respectively. Furthermore, the M. incognita reproduction factor was reduced up to 71-, 344-, 107- and 114-fold in Arabidopsis plants expressing Mi-msp3, Mi-msp5, Mi-msp18 and Mi-msp24 dsRNA constructs, respectively. This study provides a set of potential target genes to curb nematode infestation in economically important crops via the HD-RNAi approach.
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Affiliation(s)
- Ila Joshi
- ICAR-National Institute for Plant Biotechnology, Pusa Campus, New Delhi, 110012, India; Department of Bio and Nano Technology, Guru Jambheshwar University of Science and Technology, Hisar, 125001, Haryana, India
| | - Anil Kumar
- ICAR-National Institute for Plant Biotechnology, Pusa Campus, New Delhi, 110012, India
| | - Deshika Kohli
- ICAR-National Institute for Plant Biotechnology, Pusa Campus, New Delhi, 110012, India
| | - Ashish K Singh
- Division of Nematology, ICAR-Indian Agricultural Research Institute, New Delhi, 110012, India
| | - Anil Sirohi
- Division of Nematology, ICAR-Indian Agricultural Research Institute, New Delhi, 110012, India
| | - K Subramaniam
- Department of Biotechnology, Indian Institute of Technology, Madras, India
| | - Ashok Chaudhury
- Department of Bio and Nano Technology, Guru Jambheshwar University of Science and Technology, Hisar, 125001, Haryana, India
| | - Pradeep K Jain
- ICAR-National Institute for Plant Biotechnology, Pusa Campus, New Delhi, 110012, India.
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Somvanshi VS, Phani V, Banakar P, Chatterjee M, Budhwar R, Shukla RN, Rao U. Transcriptomic changes in the pre-parasitic juveniles of Meloidogyne incognita induced by silencing of effectors Mi-msp-1 and Mi-msp-20. 3 Biotech 2020; 10:360. [PMID: 32832322 DOI: 10.1007/s13205-020-02353-8] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.2] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/06/2020] [Accepted: 07/22/2020] [Indexed: 01/18/2023] Open
Abstract
Plant-parasitic root-knot nematode Meloidogyne incognita uses an array of effector proteins to establish successful plant infections. Mi-msp-1 and Mi-msp-20 are two known effectors secreted from nematode subventral oesophageal glands; Mi-msp-1 being a putative secretory venom allergen AG5-like protein, whereas Mi-msp-20 is a pioneer gene with a coiled-coil motif. Expression of specific effector is known to cause disturbances in the expression of other effectors. Here, we used RNA-Seq to investigate the pleiotropic effects of silencing Mi-msp-1 and Mi-msp-20. A total of 25.1-51.9 million HQ reads generated from Mi-msp-1 and Mi-msp-20 silenced second-stage juveniles (J2s) along with freshly hatched J2s were mapped to an already annotated M. incognita proteome to understand the impact on various nematode pathways. As compared to control, silencing of Mi-msp-1 caused differential expression of 29 transcripts, while Mi-msp-20 silencing resulted in differential expression of a broader set of 409 transcripts. In the Mi-msp-1 silenced J2s, cytoplasm (GO:0005737) was the most enriched gene ontology (GO) term, whereas in the Mi-msp-20 silenced worms, embryo development (GO:0009792), reproduction (GO:0000003) and nematode larval development (GO:0002119) were the most enriched terms. Limited crosstalk was observed between these two effectors as a sheer 5.9% of the up-regulated transcripts were common between Mi-msp-1 and Mi-msp-20 silenced nematodes. Our results suggest that in addition to the direct knock-down caused by silencing of Mi-msp-1 and Mi-msp-20, the cascading effect on other genes might also be contributing to a reduction in nematode's parasitic abilities.
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Qiao L, Zhao H, Jin H, Niu D. Expression of rice siR109944 in Arabidopsis affects plant immunity to multiple fungal pathogens. PLANT SIGNALING & BEHAVIOR 2020; 15:1744347. [PMID: 32202463 PMCID: PMC7194381 DOI: 10.1080/15592324.2020.1744347] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.2] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 02/08/2020] [Revised: 02/27/2020] [Accepted: 02/28/2020] [Indexed: 06/10/2023]
Abstract
Plant small RNA (sRNA)-mediated gene expression has a conserved role in regulating plant growth, development, and immunity. Heterologous expression of sRNA contributes to determining whether the function of sRNA is conservative or independent. We recently characterized the Tourist-miniature inverted-repeat transposable element (MITE)-derived siR109944 had a conserved function that enhanced susceptibility to Rhizoctonia solani infection by affecting auxin homeostasis in rice and Arabidopsis. To ascertain whether the function of rice siR109944 has a broad-spectrum immunity in Arabidopsis, we infected Arabidopsis with a variety of fungal pathogens. Overexpression of siR109944 in Arabidopsis increased susceptibility to Botrytis cinerea, Sclerotinia sclerotium, and Verticillium dahliae infection. Further studies found that Arabidopsis auxin-related miRNAs were suppressed in siR109944 OE. Our results demonstrated that overexpression of rice siR109944 in Arabidopsis affected immune responses to multiple pathogens by inhibiting auxin-related miRNA expression in planta.
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Affiliation(s)
- Lulu Qiao
- College of Plant Protection, Nanjing Agricultural University, Nanjing, China
- Key Laboratory of Integrated Management of Crop Diseases and Pests (Ministry of Education), Nanjing, China
| | - Hongwei Zhao
- College of Plant Protection, Nanjing Agricultural University, Nanjing, China
- Key Laboratory of Integrated Management of Crop Diseases and Pests (Ministry of Education), Nanjing, China
| | - Hailing Jin
- Department of Microbiology & Plant Pathology, University of California, Riverside, CA, USA
| | - Dongdong Niu
- College of Plant Protection, Nanjing Agricultural University, Nanjing, China
- Key Laboratory of Integrated Management of Crop Diseases and Pests (Ministry of Education), Nanjing, China
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25
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Martins AC, Mehta A, Murad AM, Mota AP, Saraiva MA, Araújo AC, Miller RN, Brasileiro AC, Guimarães PM. Proteomics unravels new candidate genes for Meloidogyne resistance in wild Arachis. J Proteomics 2020; 217:103690. [DOI: 10.1016/j.jprot.2020.103690] [Citation(s) in RCA: 8] [Impact Index Per Article: 1.6] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/23/2019] [Revised: 01/29/2020] [Accepted: 02/14/2020] [Indexed: 02/06/2023]
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26
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Shivakumara TN, Somvanshi VS, Phani V, Chaudhary S, Hada A, Budhwar R, Shukla RN, Rao U. Meloidogyne incognita (Nematoda: Meloidogynidae) sterol-binding protein Mi-SBP-1 as a target for its management. Int J Parasitol 2019; 49:1061-1073. [PMID: 31733196 DOI: 10.1016/j.ijpara.2019.09.002] [Citation(s) in RCA: 13] [Impact Index Per Article: 2.2] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/08/2019] [Revised: 09/16/2019] [Accepted: 09/19/2019] [Indexed: 12/16/2022]
Abstract
Meloidogyne incognita is a polyphagous plant-parasitic nematode that causes considerable yield loss in agricultural and horticultural crops. The management options available for M. incognita are extremely limited. Here we identified and characterised a M. incognita homolog of Caenorhabditis elegans sterol-binding protein (Mi-SBP-1), a transcriptional regulator of several lipogenesis pathway genes, and used RNA interference-mediated gene silencing to establish its utility as a target for the management of M. incognita. Mi-sbp-1 is predicted to be a helix-loop-helix domain containing DNA binding transcription factor, and is present in the M. incognita genome in three copies. The RNA-Seq analysis of Mi-sbp-1 silenced second stage juveniles confirmed the key role of this gene in lipogenesis regulation in M. incognita. In vitro and host-induced gene silencing of Mi-sbp-1 in M. incognita second stage juveniles resulted in loss of nematodes' ability to utilise the stored fat reserves, slower nematode development, and reduced parasitism on adzuki bean and tobacco plants. The multiplication factor for the Mi-sbp-1 silenced nematodes on adzuki bean plants was reduced by 51% compared with the control nematodes in which Mi-sbp-1 was not silenced. Transgenic expression of the double-stranded RNA construct of the Mi-sbp-1 gene in tobacco plants caused 40-45% reduction in M. incognita multiplication, 30-43.8% reduction in the number of egg masses, and 33-54% reduction in the number of eggs per egg mass compared with the wild type control plants. Our results confirm that Mi-sbp-1 is a key regulator of lipogenesis in M. incognita and suggest that it can be used as an effective target for its management. The findings of this study can be extended to develop methods to manage other economically important parasitic nematodes.
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Affiliation(s)
| | - Vishal Singh Somvanshi
- Division of Nematology, ICAR-Indian Agricultural Research Institute, New Delhi 110012, India.
| | - Victor Phani
- Division of Nematology, ICAR-Indian Agricultural Research Institute, New Delhi 110012, India
| | - Sonam Chaudhary
- Division of Nematology, ICAR-Indian Agricultural Research Institute, New Delhi 110012, India
| | - Alkesh Hada
- Division of Nematology, ICAR-Indian Agricultural Research Institute, New Delhi 110012, India
| | - Roli Budhwar
- Bionivid Technology Private Limited, 209, 4th Cross, Kasturi Nagar, Bangalore 560043, India
| | - Rohit Nandan Shukla
- Bionivid Technology Private Limited, 209, 4th Cross, Kasturi Nagar, Bangalore 560043, India
| | - Uma Rao
- Division of Nematology, ICAR-Indian Agricultural Research Institute, New Delhi 110012, India.
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27
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Joshi I, Kumar A, Singh AK, Kohli D, Raman KV, Sirohi A, Chaudhury A, Jain PK. Development of nematode resistance in Arabidopsis by HD-RNAi-mediated silencing of the effector gene Mi-msp2. Sci Rep 2019; 9:17404. [PMID: 31757987 PMCID: PMC6874571 DOI: 10.1038/s41598-019-53485-8] [Citation(s) in RCA: 14] [Impact Index Per Article: 2.3] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/11/2019] [Accepted: 10/30/2019] [Indexed: 01/21/2023] Open
Abstract
Root-knot nematodes (RKNs) are devastating parasites that infect thousands of plants. As RKN infection is facilitated by oesophageal gland effector genes, one such effector gene, Mi-msp2, was selected for a detailed characterization. Based on domain analysis, the Mi-MSP2 protein contains an ShKT domain, which is likely involved in blocking K+ channels and may help in evading the plant defence response. Expression of the Mi-msp2 gene was higher in juveniles (parasitic stage of RKNs) than in eggs and adults. Stable homozygous transgenic Arabidopsis lines expressing Mi-msp2 dsRNA were generated, and the numbers of galls, females and egg masses were reduced by 52-54%, 60-66% and 84-95%, respectively, in two independent RNAi lines compared with control plants. Furthermore, expression analysis revealed a significant reduction in Mi-msp2 mRNA abundance (up to 88%) in female nematodes feeding on transgenic plants expressing dsRNA, and northern blot analysis confirmed expression of the Mi-msp2 siRNA in the transgenic plants. Interestingly, a significant reduction in the reproduction factor was observed (nearly 40-fold). These data suggest that the Mi-msp2 gene can be used as a potential target for RKN management in crops of economic importance.
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Affiliation(s)
- Ila Joshi
- ICAR-National Institute for Plant Biotechnology, PUSA Campus, New Delhi, 110012, India.,Department of Bio & Nano Technology, Guru Jambheshwar University of Science and Technology, Hisar, 125001, Haryana, India
| | - Anil Kumar
- ICAR-National Institute for Plant Biotechnology, PUSA Campus, New Delhi, 110012, India
| | - Ashish K Singh
- Division of Nematology, ICAR-Indian Agricultural Research Institute, New Delhi, 110012, India
| | - Deshika Kohli
- ICAR-National Institute for Plant Biotechnology, PUSA Campus, New Delhi, 110012, India
| | - K V Raman
- ICAR-National Institute for Plant Biotechnology, PUSA Campus, New Delhi, 110012, India
| | - Anil Sirohi
- Division of Nematology, ICAR-Indian Agricultural Research Institute, New Delhi, 110012, India
| | - Ashok Chaudhury
- Department of Bio & Nano Technology, Guru Jambheshwar University of Science and Technology, Hisar, 125001, Haryana, India
| | - Pradeep K Jain
- ICAR-National Institute for Plant Biotechnology, PUSA Campus, New Delhi, 110012, India.
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28
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Grossi-de-Sa M, Petitot AS, Xavier DA, Sá MEL, Mezzalira I, Beneventi MA, Martins NF, Baimey HK, Albuquerque EVS, Grossi-de-Sa MF, Fernandez D. Rice susceptibility to root-knot nematodes is enhanced by the Meloidogyne incognita MSP18 effector gene. PLANTA 2019; 250:1215-1227. [PMID: 31218413 DOI: 10.1007/s00425-019-03205-3] [Citation(s) in RCA: 16] [Impact Index Per Article: 2.7] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 01/10/2019] [Accepted: 05/31/2019] [Indexed: 05/27/2023]
Abstract
MAIN CONCLUSION This study revealed novel insights into the function of MSP18 effector during root-knot nematode parasitism in rice roots. MSP18 may modulate host immunity and enhance plant susceptibility to Meloidogyne spp. Rice (Oryza sativa) production is seriously impacted by root-knot nematodes (RKN), including Meloidogyne graminicola, Meloidogyne incognita, and Meloidogyne javanica, in upland and irrigated culture systems. Successful plant infection by RKN is likely achieved by releasing into the host cells some effector proteins to suppress the activation of immune responses. Here, we conducted a series of functional analyses to assess the role of the Meloidogyne-secreted protein (MSP) 18 from M. incognita (Mi-MSP18) during rice infection by RKN. Developmental expression profiles of M. javanica and M. graminicola showed that the MSP18 gene is up-regulated throughout nematode parasitic stages in rice. Reproduction of M. javanica and M. graminicola is enhanced in rice plants overexpressing Mi-MSP18, indicating that the Mi-MSP18 protein facilitates RKN parasitism. Transient expression assays in onion cells suggested that Mi-MSP18 is localized to the cytoplasm of the host cells. In tobacco, Mi-MSP18 suppressed the cell death induced by the INF1 elicitin, suggesting that Mi-MSP18 can interfere with the plant defense pathways. The data obtained in this study highlight Mi-MSP18 as a novel RKN effector able to enhance plant susceptibility and modulate host immunity.
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Affiliation(s)
- Maíra Grossi-de-Sa
- IRD, Cirad, Univ Montpellier, IPME, 911, Avenue Agropolis, 34394, Montpellier Cedex 5, France.
| | - Anne-Sophie Petitot
- IRD, Cirad, Univ Montpellier, IPME, 911, Avenue Agropolis, 34394, Montpellier Cedex 5, France
| | - Deisy A Xavier
- IRD, Cirad, Univ Montpellier, IPME, 911, Avenue Agropolis, 34394, Montpellier Cedex 5, France
- Embrapa Genetic Resources and Biotechnology-PqEB, Final W5 N, Brasília, DF, 70770-917, Brazil
| | - Maria Eugênia L Sá
- IRD, Cirad, Univ Montpellier, IPME, 911, Avenue Agropolis, 34394, Montpellier Cedex 5, France
- Embrapa Genetic Resources and Biotechnology-PqEB, Final W5 N, Brasília, DF, 70770-917, Brazil
- Agricultural Research Company of Minas Gerais State, EPAMIG, Uberaba, MG, Brazil
| | - Itamara Mezzalira
- IRD, Cirad, Univ Montpellier, IPME, 911, Avenue Agropolis, 34394, Montpellier Cedex 5, France
- Embrapa Genetic Resources and Biotechnology-PqEB, Final W5 N, Brasília, DF, 70770-917, Brazil
| | - Magda A Beneventi
- IRD, Cirad, Univ Montpellier, IPME, 911, Avenue Agropolis, 34394, Montpellier Cedex 5, France
- Embrapa Genetic Resources and Biotechnology-PqEB, Final W5 N, Brasília, DF, 70770-917, Brazil
| | - Natalia F Martins
- Embrapa Genetic Resources and Biotechnology-PqEB, Final W5 N, Brasília, DF, 70770-917, Brazil
| | - Hugues K Baimey
- Université de Parakou/Ecole Nationale Supérieure des Sciences et Techniques Agronomiques de Djougou, Parakou, Benin
| | - Erika V S Albuquerque
- Embrapa Genetic Resources and Biotechnology-PqEB, Final W5 N, Brasília, DF, 70770-917, Brazil
| | - Maria F Grossi-de-Sa
- Embrapa Genetic Resources and Biotechnology-PqEB, Final W5 N, Brasília, DF, 70770-917, Brazil
| | - Diana Fernandez
- IRD, Cirad, Univ Montpellier, IPME, 911, Avenue Agropolis, 34394, Montpellier Cedex 5, France.
- Embrapa Genetic Resources and Biotechnology-PqEB, Final W5 N, Brasília, DF, 70770-917, Brazil.
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29
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Ibrahim HMM, Ahmad EM, Martínez-Medina A, Aly MAM. Effective approaches to study the plant-root knot nematode interaction. PLANT PHYSIOLOGY AND BIOCHEMISTRY : PPB 2019; 141:332-342. [PMID: 31207494 DOI: 10.1016/j.plaphy.2019.06.009] [Citation(s) in RCA: 14] [Impact Index Per Article: 2.3] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 01/27/2019] [Revised: 05/26/2019] [Accepted: 06/08/2019] [Indexed: 05/24/2023]
Abstract
Plant-parasitic nematodes cause major agricultural losses worldwide. Examining the molecular mechanisms underlying plant-nematode interactions and how plants respond to different invading pathogens is attracting major attention to reduce the expanding gap between agricultural production and the needs of the growing world population. This review summarizes the most recent developments in plant-nematode interactions and the diverse approaches used to improve plant resistance against root knot nematode (RKN). We will emphasize the recent rapid advances in genome sequencing technologies, small interfering RNA techniques (RNAi) and targeted genome editing which are contributing to the significant progress in understanding the plant-nematode interaction mechanisms. Also, molecular approaches to improve plant resistance against nematodes are considered.
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Affiliation(s)
- Heba M M Ibrahim
- Department of Genetics, Faculty of Agriculture, Cairo University, Giza, Egypt.
| | - Esraa M Ahmad
- Department of Genetics, Faculty of Agriculture, Cairo University, Giza, Egypt
| | - Ainhoa Martínez-Medina
- Molecular Interaction Ecology, German Centre for Integrative Biodiversity Research, Leipzig, Germany
| | - Mohammed A M Aly
- Department of Genetics, Faculty of Agriculture, Cairo University, Giza, Egypt
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30
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Shivakumara TN, Dutta TK, Chaudhary S, von Reuss SH, Williamson VM, Rao U. Homologs of Caenorhabditis elegans Chemosensory Genes Have Roles in Behavior and Chemotaxis in the Root-Knot Nematode Meloidogyne incognita. MOLECULAR PLANT-MICROBE INTERACTIONS : MPMI 2019; 32:876-887. [PMID: 30759351 DOI: 10.1094/mpmi-08-18-0226-r] [Citation(s) in RCA: 22] [Impact Index Per Article: 3.7] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 05/21/2023]
Abstract
Nematode chemosensation is a vital component of their host-seeking behavior. The globally important phytonematode Meloidogyne incognita perceives and responds (via sensory organs such as amphids and phasmids) differentially to various chemical cues emanating from the rhizosphere during the course of host finding. However, compared with the free-living worm Caenorhabditis elegans, the molecular intricacies behind the plant nematode chemotaxis are a yet-unexploited territory. In the present study, four putative chemosensory genes of M. incognita, namely, Mi-odr-1, Mi-odr-3, Mi-tax-2, and Mi-tax-4 were molecularly characterized. Mi-odr-1 mRNA was found to be expressed in the cell bodies of amphidial neurons and phasmids of M. incognita. Mi-odr-1, Mi-odr-3, Mi-tax-2, and Mi-tax-4 transcripts were highly expressed in early life stages of M. incognita, consistent with a role of these genes in host recognition. Functional characterization of Mi-odr-1, Mi-odr-3, Mi-tax-2, and Mi-tax-4 via RNA interference revealed behavioral defects in M. incognita and perturbed attraction to host roots in Pluronic gel medium. Knockdown of Mi-odr-1, Mi-odr-3, Mi-tax-2, and Mi-tax-4 resulted in defective chemotaxis of M. incognita to various volatile compounds (alcohol, ketone, aromatic compound, ester, thiazole, pyrazine), nonvolatiles of plant origin (carbohydrate, phytohormone, organic acid, amino acid, phenolic), and host root exudates in an agar-Pluronic gel-based assay plate. In addition, ascaroside-mediated signaling was impeded by downregulation of chemosensory genes. This new information that behavioral response in M. incognita is modulated by specific olfactory genes can be extended to understand chemotaxis in other nematodes.
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Affiliation(s)
| | - Tushar K Dutta
- 1 Division of Nematology, ICAR-Indian Agricultural Research Institute, New Delhi 110012, India
| | - Sonam Chaudhary
- 1 Division of Nematology, ICAR-Indian Agricultural Research Institute, New Delhi 110012, India
| | - Stephan H von Reuss
- 2 Institute of Chemistry, University of Neuchâtel, Neuchâtel, Avenue de Bellevaux 51, Switzerland
| | - Valerie M Williamson
- 3 Department of Plant Pathology, University of California, Davis, CA 95616, U.S.A
| | - Uma Rao
- 1 Division of Nematology, ICAR-Indian Agricultural Research Institute, New Delhi 110012, India
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31
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Chaudhary S, Dutta TK, Tyagi N, Shivakumara TN, Papolu PK, Chobhe KA, Rao U. Host-induced silencing of Mi-msp-1 confers resistance to root-knot nematode Meloidogyne incognita in eggplant. Transgenic Res 2019; 28:327-340. [PMID: 30955133 DOI: 10.1007/s11248-019-00126-5] [Citation(s) in RCA: 24] [Impact Index Per Article: 4.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/29/2019] [Accepted: 04/02/2019] [Indexed: 11/28/2022]
Abstract
RNA interference (RNAi)-based host-induced gene silencing (HIGS) is emerging as a novel, efficient and target-specific tool to combat phytonematode infection in crop plants. Mi-msp-1, an effector gene expressed in the subventral pharyngeal gland cells of Meloidogyne incognita plays an important role in the parasitic process. Mi-msp-1 effector is conserved in few of the species of root-knot nematodes (RKNs) and does not share considerable homology with the other phytonematodes, thereby making it a suitable target for HIGS with minimal off-target effects. Six putative eggplant transformants harbouring a single copy RNAi transgene of Mi-msp-1 was generated. Stable expression of the transgene was detected in T1, T2 and T3 transgenic lines for which a detrimental effect on RKN penetration, development and reproduction was documented upon challenge infection with nematode juveniles. The post-parasitic nematode stages extracted from the transgenic plants showed long-term RNAi effect in terms of targeted downregulation of Mi-msp-1. These findings suggest that HIGS of Mi-msp-1 enhances nematode resistance in eggplant and protect the plant against RKN parasitism at very early stage.
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Affiliation(s)
- Sonam Chaudhary
- Division of Nematology, ICAR-Indian Agricultural Research Institute, New Delhi, 110012, India.,School of Biotechnology, Kalinga Institute of Industrial Technology, Bhubaneswar, 751024, India
| | - Tushar K Dutta
- Division of Nematology, ICAR-Indian Agricultural Research Institute, New Delhi, 110012, India
| | - Nidhi Tyagi
- Division of Nematology, ICAR-Indian Agricultural Research Institute, New Delhi, 110012, India
| | | | - Pradeep K Papolu
- Division of Nematology, ICAR-Indian Agricultural Research Institute, New Delhi, 110012, India
| | - Kapil A Chobhe
- Division of Soil Science and Agricultural Chemistry, New Delhi, 110012, India
| | - Uma Rao
- Division of Nematology, ICAR-Indian Agricultural Research Institute, New Delhi, 110012, India.
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Gosal SS, Wani SH. RNAi for Resistance Against Biotic Stresses in Crop Plants. BIOTECHNOLOGIES OF CROP IMPROVEMENT, VOLUME 2 2018. [PMCID: PMC7123769 DOI: 10.1007/978-3-319-90650-8_4] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.4] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Indexed: 01/09/2023]
Abstract
RNA interference (RNAi)-based gene silencing has become one of the most successful strategies in not only identifying gene function but also in improving agronomical traits of crops by silencing genes of different pathogens/pests and also plant genes for improvement of desired trait. The conserved nature of RNAi pathway across different organisms increases its applicability in various basic and applied fields. Here we attempt to summarize the knowledge generated on the fundamental mechanisms of RNAi over the years, with emphasis on insects and plant-parasitic nematodes (PPNs). This chapter also reviews the rich history of RNAi research, gene regulation by small RNAs across different organisms, and application potential of RNAi for generating transgenic plants resistant to major pests. But, there are some limitations too which restrict wider applications of this technology to its full potential. Further refinement of this technology in terms of resolving these shortcomings constitutes one of the thrust areas in present RNAi research. Nevertheless, its application especially in breeding agricultural crops resistant against biotic stresses will certainly offer the possible solutions for some of the breeding objectives which are otherwise unattainable.
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Affiliation(s)
- Satbir Singh Gosal
- School of Agricultural Biotechnology, Punjab Agricultural University, Ludhiana, Punjab India
| | - Shabir Hussain Wani
- Mountain Research Centre for Field Crops, Khudwani, Sher-e-Kashmir University of Agricultural Sciences and Technology of Kashmir, Srinagar, Jammu and Kashmir India
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Cai Q, He B, Kogel KH, Jin H. Cross-kingdom RNA trafficking and environmental RNAi-nature's blueprint for modern crop protection strategies. Curr Opin Microbiol 2018; 46:58-64. [PMID: 29549797 PMCID: PMC6499079 DOI: 10.1016/j.mib.2018.02.003] [Citation(s) in RCA: 132] [Impact Index Per Article: 18.9] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/20/2018] [Revised: 01/29/2018] [Accepted: 02/02/2018] [Indexed: 10/17/2022]
Abstract
In plants, small RNA (sRNA)-mediated RNA interference (RNAi) is critical for regulating host immunity against bacteria, fungi, oomycetes, viruses, and pests. Similarly, sRNAs from pathogens and pests also play an important role in modulating their virulence. Strikingly, recent evidence supports that some sRNAs can travel between interacting organisms and induce gene silencing in the counter party, a mechanism termed cross-kingdom RNAi. Exploiting this new knowledge, host-induced gene silencing (HIGS) by transgenic expression of pathogen gene-targeting double-stranded (ds)RNA has the potential to become an important disease-control method. To circumvent transgenic approaches, direct application of dsRNAs or sRNAs (environmental RNAi) onto host plants or post-harvest products leads to silencing of the target microbe/pest gene (referred to spray-induced gene silencing, SIGS) and confers efficient disease control. This review summarizes the current understanding of cross-kingdom RNA trafficking and environmental RNAi and how these findings can be developed into novel effective strategies to fight diseases caused by microbial pathogens and pests.
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Affiliation(s)
- Qiang Cai
- Department of Microbiology and Plant Pathology, Center for Plant Cell Biology, Institute for Integrative Genome Biology, University of California, Riverside, CA 92521, USA
| | - Baoye He
- Department of Microbiology and Plant Pathology, Center for Plant Cell Biology, Institute for Integrative Genome Biology, University of California, Riverside, CA 92521, USA
| | - Karl-Heinz Kogel
- Department of Phytopathology, Interdisciplinary Research Center for Biosystems, Land Use and Nutrition, Justus Liebig University Giessen, Germany
| | - Hailing Jin
- Department of Microbiology and Plant Pathology, Center for Plant Cell Biology, Institute for Integrative Genome Biology, University of California, Riverside, CA 92521, USA.
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Salazar-Iribe A, Zúñiga-Sánchez E, Mejía EZ, Gamboa-deBuen A. Cell Wall Localization of Two DUF642 Proteins, BIIDXI and TEEBE, during Meloidogyne incognita Early Inoculation. THE PLANT PATHOLOGY JOURNAL 2017; 33:614-618. [PMID: 29238286 PMCID: PMC5720610 DOI: 10.5423/ppj.nt.05.2017.0101] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.4] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Received: 05/26/2017] [Revised: 07/02/2017] [Accepted: 07/20/2017] [Indexed: 06/07/2023]
Abstract
The root-knot nematode Meloidogyne incognita infects a variety of plants, including Arabidopsis thaliana. During migration, root-knot nematodes secrete different proteins to modify cell walls, which include pectolytic enzymes. However, the contribution of host cell wall proteins has not been described during this process. The function of two DUF642 cell wall proteins, BIIDXI (BDX, At4g32460) and TEEBE (TEB, At2g41800), in plant development could be related to the regulation of pectin methyl esterification status in the cell walls of different tissues. Accordingly, the expression of these two genes is up-regulated by auxin. BDX and TEB were highly induced during early M. incognita inoculation. Moreover, cell wall localization of the proteins was also induced. The cell wall localization of BDX and TEB DUF642 proteins during M. incognita early inoculation suggested that these two proteins could be involved in the regulation of the degree of pectin methylation during cell separation.
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Affiliation(s)
- Alexis Salazar-Iribe
- Instituto de Ecología, Universidad Nacional Autónoma de México. Avenida Universidad 3000, Ciudad Universitaria, Delegación Coyoacán, Ciudad de México, C.P. 04510
| | - Esther Zúñiga-Sánchez
- Facultad de Química, Universidad Nacional Autónoma de México, Avenida Universidad 3000, Ciudad Universitaria, Delegación Coyoacán, Ciudad de México, C.P. 04510. Edificio E Laboratorio L-102
| | - Emma Zavaleta Mejía
- Colegio de Postgraduados (CP), Instituto de Fitosanidad, km 35.5 Carr. México-Texcoco, Montecillo, Edo. de México CP 56230
| | - Alicia Gamboa-deBuen
- Instituto de Ecología, Universidad Nacional Autónoma de México. Avenida Universidad 3000, Ciudad Universitaria, Delegación Coyoacán, Ciudad de México, C.P. 04510
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Ali MA, Azeem F, Li H, Bohlmann H. Smart Parasitic Nematodes Use Multifaceted Strategies to Parasitize Plants. FRONTIERS IN PLANT SCIENCE 2017; 8:1699. [PMID: 29046680 PMCID: PMC5632807 DOI: 10.3389/fpls.2017.01699] [Citation(s) in RCA: 49] [Impact Index Per Article: 6.1] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 06/18/2017] [Accepted: 09/15/2017] [Indexed: 05/03/2023]
Abstract
Nematodes are omnipresent in nature including many species which are parasitic to plants and cause enormous economic losses in various crops. During the process of parasitism, sedentary phytonematodes use their stylet to secrete effector proteins into the plant cells to induce the development of specialized feeding structures. These effectors are used by the nematodes to develop compatible interactions with plants, partly by mimicking the expression of host genes. Intensive research is going on to investigate the molecular function of these effector proteins in the plants. In this review, we have summarized which physiological and molecular changes occur when endoparasitic nematodes invade the plant roots and how they develop a successful interaction with plants using the effector proteins. We have also mentioned the host genes which are induced by the nematodes for a compatible interaction. Additionally, we discuss how nematodes modulate the reactive oxygen species (ROS) and RNA silencing pathways in addition to post-translational modifications in their own favor for successful parasitism in plants.
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Affiliation(s)
- Muhammad A. Ali
- Department of Plant Pathology, University of Agriculture Faisalabad, Faisalabad, Pakistan
- Centre of Agricultural Biochemistry and Biotechnology, University of Agriculture Faisalabad, Faisalabad, Pakistan
| | - Farrukh Azeem
- Department of Bioinformatics and Biotechnology, Government College University, Faisalabad, Pakistan
| | - Hongjie Li
- National Key Facility for Crop Gene Resources and Genetic Improvement, Institute of Crop Science, Chinese Academy of Agricultural Sciences, Beijing, China
| | - Holger Bohlmann
- Division of Plant Protection, Department of Crop Sciences, University of Natural Resources and Life Sciences, Vienna, Vienna, Austria
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