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Terensan S, Fernando HNS, Silva JN, Perera SACN, Kottearachchi NS, Weerasena OVDSJ. Morphological and Molecular Analysis of Fungal Species Associated with Blast and Brown Spot Diseases of Oryza sativa. PLANT DISEASE 2022; 106:1617-1625. [PMID: 34931899 DOI: 10.1094/pdis-04-21-0864-re] [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: 06/14/2023]
Abstract
Fungal diseases blast and brown spot in rice cause severe yield losses worldwide. Blast is caused by Magnaporthe oryzae, and Bipolaris oryzae is reported as the main causal organism of brown spot. Both diseases cause leaf lesions that are difficult differentiate until the later stages. Early detection and differentiation of the lesions would help the adoption of disease management strategies specific to the pathogens and prevent reductions in the quality and quantity of rice yields. This study was conducted in the Northern Province of Sri Lanka over five consecutive rice cultivating seasons to characterize the causal fungi of rice blast and brown spot diseases by morphological and molecular means and to develop a visual guide to differentiate the two diseases. Disease incidence was recorded in 114 fields from 2017 to 2019, and fungal isolates associated with the lesions of both diseases were cultured and subjected to morphological and molecular characterization. Competitive growth interactions between M. oryzae and the more common individual fungal isolates of the brown spot lesions were evaluated. Fungal metagenomic analysis was conducted for the fungal species isolated from brown spot lesions. A suppression of blast accompanied by an increased incidence of brown spot disease was observed during the study period. M. oryzae was confirmed to be the causal organism of the blast, and >20 species of fungi were identified to be associated with brown spot lesions through morphological and molecular studies and metagenomic analyses. Fungal internal transcribed spacer region sequencing revealed genetic variation in the highly conserved region of DNA sequences of blast and brown spot fungal isolates. B. oryzae, Curvularia, and Microdochium species were commonly isolated from brown spot lesions. In vitro competitive growth interactions between the fungal isolates revealed growth suppression of M. oryzae by the fungal isolates associated with brown spot lesions. Similarly, it can be speculated that the abundance and severity of blast in the field may have an influence on brown spot-associated fungi. A simple visual guide was developed to differentiate blast and brown spot lesions. The findings would be highly useful in the timely management of these major fungal diseases affecting rice.
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Affiliation(s)
- Suvanthini Terensan
- Institute of Biochemistry Molecular Biology and Biotechnology, University of Colombo, Colombo 0070, Sri Lanka
| | | | - J Nilanthi Silva
- Regional Rice Research and Development Center, Bombuwala 12024, Sri Lanka
| | - S A Chandrika N Perera
- Department of Agricultural Biology, Faculty of Agriculture, University of Peradeniya, Peradeniya 20400, Sri Lanka
| | - Nisha S Kottearachchi
- Department of Biotechnology, Faculty of Agriculture and Plantation Management, Wayamba University of Sri Lanka, Makandura, Gonawila 60170, Sri Lanka
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Li C, Wang K, Zhang H, Yang D, Deng Y, Wang Y, Qi Z. Development of a LAMP method for detecting F129L mutant in azoxystrobin-resistant Pyricularia oryzae. Fungal Biol 2021; 126:47-53. [PMID: 34930558 DOI: 10.1016/j.funbio.2021.10.002] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/21/2021] [Revised: 10/09/2021] [Accepted: 10/18/2021] [Indexed: 11/25/2022]
Abstract
Azoxystrobin has been widely used since 1996 to control rice blast caused by Pyricularia oryzae. Azoxystrobin resistance related to mutations at the P. oryzae target protein (F129L of Cytb) has been reported worldwide. To quickly identify and detect resistant strains in the field, this research established a rapid loop-mediated isothermal amplification (LAMP) detection system for the F129L mutation. The system could detect the P. oryzae F129L (TTC-TTA) mutation at 62 °C within 60 min, with a detection limit of 100 fg/μL, which is 10 times higher than for conventional PCR. The method had high specificity and repeatability and could detect the F129L (TTC-TTA) mutation in plant tissues within 3 h. The LAMP method established in this study will be useful to detect azoxystrobin-resistant P. oryzae F129L mutant strains and generate significant data for the management of resistant P. oryzae isolates.
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Affiliation(s)
- Changle Li
- Department of Pesticide Science, College of Plant Protection, Shenyang Agricultural University, 120 Dongling Road, Shenhe District, Shenyang City, Liaoning Province, 110000, China
| | - Kai Wang
- Department of Pesticide Science, College of Plant Protection, Shenyang Agricultural University, 120 Dongling Road, Shenhe District, Shenyang City, Liaoning Province, 110000, China
| | - Huazhong Zhang
- Department of Pesticide Science, College of Plant Protection, Shenyang Agricultural University, 120 Dongling Road, Shenhe District, Shenyang City, Liaoning Province, 110000, China
| | - Di Yang
- Department of Pesticide Science, College of Plant Protection, Shenyang Agricultural University, 120 Dongling Road, Shenhe District, Shenyang City, Liaoning Province, 110000, China
| | - Yunyan Deng
- Department of Pesticide Science, College of Plant Protection, Shenyang Agricultural University, 120 Dongling Road, Shenhe District, Shenyang City, Liaoning Province, 110000, China
| | - Yingzi Wang
- Department of Pesticide Science, College of Plant Protection, Shenyang Agricultural University, 120 Dongling Road, Shenhe District, Shenyang City, Liaoning Province, 110000, China
| | - Zhiqiu Qi
- Department of Pesticide Science, College of Plant Protection, Shenyang Agricultural University, 120 Dongling Road, Shenhe District, Shenyang City, Liaoning Province, 110000, China.
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Gupta L, Vermani M, Kaur Ahluwalia S, Vijayaraghavan P. Molecular virulence determinants of Magnaporthe oryzae: disease pathogenesis and recent interventions for disease management in rice plant. Mycology 2021; 12:174-187. [PMID: 34552809 PMCID: PMC8451642 DOI: 10.1080/21501203.2020.1868594] [Citation(s) in RCA: 9] [Impact Index Per Article: 3.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/09/2023] Open
Abstract
Magnaporthe oryzae, causative agent of the rice blast disease, is a major concern for the loss in yield of rice crop across the globe. It is known for its characteristic melanised dome-shaped appressorium containing a dense melanin layer. The melanised layer is of considerable importance as it is required to generate turgor pressure for initiating peg formation, consequently rupturing the plant cuticle. Various virulence factors play an important role in the disease progression as well as pathogenesis of the fungus. Some of the proteins encoded by virulence genes are associated with signalling, secondary metabolism, protein deprivation, defence responses and conidiation. The purpose of this review is to describe various fungal virulence determinants and provide insights into the molecular mechanisms that are involved in progression of the disease. Besides, the recent molecular approaches being employed to combat the rice blast have also been elaborated.
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Affiliation(s)
- Lovely Gupta
- Anti-mycotic and Drug Susceptibility Lab, Amity Institute of Biotechnology, Amity University, Noida, India
| | - Maansi Vermani
- Anti-mycotic and Drug Susceptibility Lab, Amity Institute of Biotechnology, Amity University, Noida, India
| | - Simran Kaur Ahluwalia
- Anti-mycotic and Drug Susceptibility Lab, Amity Institute of Biotechnology, Amity University, Noida, India
| | - Pooja Vijayaraghavan
- Anti-mycotic and Drug Susceptibility Lab, Amity Institute of Biotechnology, Amity University, Noida, India
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Duan G, Bao J, Chen X, Xie J, Liu Y, Chen H, Zheng H, Tang W, Wang Z. Large-Scale Genome Scanning within Exonic Regions Revealed the Contributions of Selective Sweep Prone Genes to Host Divergence and Adaptation in Magnaporthe oryzae Species Complex. Microorganisms 2021; 9:562. [PMID: 33803140 PMCID: PMC8000120 DOI: 10.3390/microorganisms9030562] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/11/2021] [Revised: 03/05/2021] [Accepted: 03/06/2021] [Indexed: 11/30/2022] Open
Abstract
Magnaporthe oryzae, one of the most notorious plant pathogens in the agronomic ecosystem, causes a destructive rice blast disease around the world. The blast fungus infects wide arrays of cultivated and non-cultivated plants within the Poaceae. Studies have shown that host speciation exerts selection pressure that drives the evolution and divergence of the M. oryzae population. Population genetic relationship deducted by genome-wide single nucleotide polymorphisms showed that M. oryzae differentiation is highly consistent with the host speciation process. In particular, the rice-infecting population of M. oryzae is distinct from populations from other hosts. However, how genome regions prone to host-mediated selection pressures associated with speciation in M. oryzae, especially at a large-scale population level, has not been extensively characterized. Here, we detected strong evidence of sweep selection throughout the genomes of rice and non-rice pathotypes of M. oryzae population using integrated haplotype score (iHS), cross population extended haplotype homozygosity (XPEHH), and cross population composite likelihood ratio (XPCLR) tests. Functional annotation analyses of the genes associated with host-mediated selection pressure showed that 14 pathogenicity-related genes are under positive selection pressure. Additionally, we showed that 17 candidate effector proteins are under positive and divergent selection among the blast fungus population through sweep selection analysis. Specifically, we find that a divergent selective gene, MGG_13871, is experiencing host-directed mutation in two amino acid residues in rice and non-rice infecting populations. These results provide a crucial insight into the impact of selective sweeping on the differentiation of M. oryzae populations and the dynamic influences of genomic regions in promoting host adaptation and speciation among M. oryzae species.
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Affiliation(s)
- Guohua Duan
- State Key Laboratory for Ecological Pest Control of Fujian and Taiwan Crops, The School of Life Sciences, Fujian Agriculture and Forestry University, Fuzhou 350002, China; (G.D.); (J.B.); (X.C.); (J.X.); (Y.L.); (H.C.); (H.Z.)
- Fujian Universities Key Laboratory for Plant-Microbe Interaction, College of Plant Protection, Fujian Agriculture and Forestry University, Fuzhou 350002, China
| | - Jiandong Bao
- State Key Laboratory for Ecological Pest Control of Fujian and Taiwan Crops, The School of Life Sciences, Fujian Agriculture and Forestry University, Fuzhou 350002, China; (G.D.); (J.B.); (X.C.); (J.X.); (Y.L.); (H.C.); (H.Z.)
| | - Xiaomin Chen
- State Key Laboratory for Ecological Pest Control of Fujian and Taiwan Crops, The School of Life Sciences, Fujian Agriculture and Forestry University, Fuzhou 350002, China; (G.D.); (J.B.); (X.C.); (J.X.); (Y.L.); (H.C.); (H.Z.)
- Fujian Universities Key Laboratory for Plant-Microbe Interaction, College of Plant Protection, Fujian Agriculture and Forestry University, Fuzhou 350002, China
| | - Jiahui Xie
- State Key Laboratory for Ecological Pest Control of Fujian and Taiwan Crops, The School of Life Sciences, Fujian Agriculture and Forestry University, Fuzhou 350002, China; (G.D.); (J.B.); (X.C.); (J.X.); (Y.L.); (H.C.); (H.Z.)
- Fujian Universities Key Laboratory for Plant-Microbe Interaction, College of Plant Protection, Fujian Agriculture and Forestry University, Fuzhou 350002, China
| | - Yuchan Liu
- State Key Laboratory for Ecological Pest Control of Fujian and Taiwan Crops, The School of Life Sciences, Fujian Agriculture and Forestry University, Fuzhou 350002, China; (G.D.); (J.B.); (X.C.); (J.X.); (Y.L.); (H.C.); (H.Z.)
| | - Huiquan Chen
- State Key Laboratory for Ecological Pest Control of Fujian and Taiwan Crops, The School of Life Sciences, Fujian Agriculture and Forestry University, Fuzhou 350002, China; (G.D.); (J.B.); (X.C.); (J.X.); (Y.L.); (H.C.); (H.Z.)
- Fuzhou Institute of Oceanography, Minjiang University, Fuzhou 350108, China
| | - Huakun Zheng
- State Key Laboratory for Ecological Pest Control of Fujian and Taiwan Crops, The School of Life Sciences, Fujian Agriculture and Forestry University, Fuzhou 350002, China; (G.D.); (J.B.); (X.C.); (J.X.); (Y.L.); (H.C.); (H.Z.)
- Fujian Universities Key Laboratory for Plant-Microbe Interaction, College of Plant Protection, Fujian Agriculture and Forestry University, Fuzhou 350002, China
| | - Wei Tang
- State Key Laboratory for Ecological Pest Control of Fujian and Taiwan Crops, The School of Life Sciences, Fujian Agriculture and Forestry University, Fuzhou 350002, China; (G.D.); (J.B.); (X.C.); (J.X.); (Y.L.); (H.C.); (H.Z.)
- Fujian Universities Key Laboratory for Plant-Microbe Interaction, College of Plant Protection, Fujian Agriculture and Forestry University, Fuzhou 350002, China
| | - Zonghua Wang
- State Key Laboratory for Ecological Pest Control of Fujian and Taiwan Crops, The School of Life Sciences, Fujian Agriculture and Forestry University, Fuzhou 350002, China; (G.D.); (J.B.); (X.C.); (J.X.); (Y.L.); (H.C.); (H.Z.)
- Fujian Universities Key Laboratory for Plant-Microbe Interaction, College of Plant Protection, Fujian Agriculture and Forestry University, Fuzhou 350002, China
- Fuzhou Institute of Oceanography, Minjiang University, Fuzhou 350108, China
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Ghosh PN, Brookes LM, Edwards HM, Fisher MC, Jervis P, Kappel D, Sewell TR, Shelton JM, Skelly E, Rhodes JL. Cross-Disciplinary Genomics Approaches to Studying Emerging Fungal Infections. Life (Basel) 2020; 10:E315. [PMID: 33260763 PMCID: PMC7761180 DOI: 10.3390/life10120315] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/16/2020] [Revised: 11/15/2020] [Accepted: 11/19/2020] [Indexed: 11/16/2022] Open
Abstract
Emerging fungal pathogens pose a serious, global and growing threat to food supply systems, wild ecosystems, and human health. However, historic chronic underinvestment in their research has resulted in a limited understanding of their epidemiology relative to bacterial and viral pathogens. Therefore, the untargeted nature of genomics and, more widely, -omics approaches is particularly attractive in addressing the threats posed by and illuminating the biology of these pathogens. Typically, research into plant, human and wildlife mycoses have been largely separated, with limited dialogue between disciplines. However, many serious mycoses facing the world today have common traits irrespective of host species, such as plastic genomes; wide host ranges; large population sizes and an ability to persist outside the host. These commonalities mean that -omics approaches that have been productively applied in one sphere and may also provide important insights in others, where these approaches may have historically been underutilised. In this review, we consider the advances made with genomics approaches in the fields of plant pathology, human medicine and wildlife health and the progress made in linking genomes to other -omics datatypes and sets; we identify the current barriers to linking -omics approaches and how these are being underutilised in each field; and we consider how and which -omics methodologies it is most crucial to build capacity for in the near future.
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Affiliation(s)
- Pria N. Ghosh
- Department of Infectious Disease Epidemiology, MRC Centre for Global Infectious Disease Analysis, St Mary’s Campus, Imperial College London, London W2 1PG, UK; (L.M.B.); (H.M.E.); (M.C.F.); (P.J.); (D.K.); (T.R.S.); (J.M.G.S.); (E.S.); (J.L.R.)
- Unit for Environmental Sciences and Management, North-West University, Potchefstroom 2520, South Africa
| | - Lola M. Brookes
- Department of Infectious Disease Epidemiology, MRC Centre for Global Infectious Disease Analysis, St Mary’s Campus, Imperial College London, London W2 1PG, UK; (L.M.B.); (H.M.E.); (M.C.F.); (P.J.); (D.K.); (T.R.S.); (J.M.G.S.); (E.S.); (J.L.R.)
- Institute of Zoology, Zoological Society of London, London NW1 4RY, UK
- Royal Veterinary College, Hawkshead Lane, North Mymms, Herts AL9 7TA, UK
| | - Hannah M. Edwards
- Department of Infectious Disease Epidemiology, MRC Centre for Global Infectious Disease Analysis, St Mary’s Campus, Imperial College London, London W2 1PG, UK; (L.M.B.); (H.M.E.); (M.C.F.); (P.J.); (D.K.); (T.R.S.); (J.M.G.S.); (E.S.); (J.L.R.)
| | - Matthew C. Fisher
- Department of Infectious Disease Epidemiology, MRC Centre for Global Infectious Disease Analysis, St Mary’s Campus, Imperial College London, London W2 1PG, UK; (L.M.B.); (H.M.E.); (M.C.F.); (P.J.); (D.K.); (T.R.S.); (J.M.G.S.); (E.S.); (J.L.R.)
| | - Phillip Jervis
- Department of Infectious Disease Epidemiology, MRC Centre for Global Infectious Disease Analysis, St Mary’s Campus, Imperial College London, London W2 1PG, UK; (L.M.B.); (H.M.E.); (M.C.F.); (P.J.); (D.K.); (T.R.S.); (J.M.G.S.); (E.S.); (J.L.R.)
- Institute of Zoology, Zoological Society of London, London NW1 4RY, UK
- Department of Chemistry, University College London, London WC1H 0AJ, UK
| | - Dana Kappel
- Department of Infectious Disease Epidemiology, MRC Centre for Global Infectious Disease Analysis, St Mary’s Campus, Imperial College London, London W2 1PG, UK; (L.M.B.); (H.M.E.); (M.C.F.); (P.J.); (D.K.); (T.R.S.); (J.M.G.S.); (E.S.); (J.L.R.)
| | - Thomas R. Sewell
- Department of Infectious Disease Epidemiology, MRC Centre for Global Infectious Disease Analysis, St Mary’s Campus, Imperial College London, London W2 1PG, UK; (L.M.B.); (H.M.E.); (M.C.F.); (P.J.); (D.K.); (T.R.S.); (J.M.G.S.); (E.S.); (J.L.R.)
| | - Jennifer M.G. Shelton
- Department of Infectious Disease Epidemiology, MRC Centre for Global Infectious Disease Analysis, St Mary’s Campus, Imperial College London, London W2 1PG, UK; (L.M.B.); (H.M.E.); (M.C.F.); (P.J.); (D.K.); (T.R.S.); (J.M.G.S.); (E.S.); (J.L.R.)
- UK Centre for Ecology & Hydrology, Wallingford OX10 8BB, UK
| | - Emily Skelly
- Department of Infectious Disease Epidemiology, MRC Centre for Global Infectious Disease Analysis, St Mary’s Campus, Imperial College London, London W2 1PG, UK; (L.M.B.); (H.M.E.); (M.C.F.); (P.J.); (D.K.); (T.R.S.); (J.M.G.S.); (E.S.); (J.L.R.)
| | - Johanna L. Rhodes
- Department of Infectious Disease Epidemiology, MRC Centre for Global Infectious Disease Analysis, St Mary’s Campus, Imperial College London, London W2 1PG, UK; (L.M.B.); (H.M.E.); (M.C.F.); (P.J.); (D.K.); (T.R.S.); (J.M.G.S.); (E.S.); (J.L.R.)
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Mills KB, Madden LV, Paul PA. Quantifying the Effects of Temperature and Relative Humidity on the Development of Wheat Blast Incited by the Lolium Pathotype of Magnaporthe oryzae. PLANT DISEASE 2020; 104:2622-2633. [PMID: 32804014 DOI: 10.1094/pdis-12-19-2709-re] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 06/11/2023]
Abstract
The Triticum pathotype of Magnaporthe oryzae (MoT) that causes wheat blast has not yet been reported in the U.S., but the closely related M. oryzae Lolium pathotype (MoL), also capable of inciting blast, is found in several wheat growing regions. Since the epidemiology of MoL-incited wheat blast is unknown, it is difficult to project where and under what conditions this pathogen may be of importance. To quantify conditions favorable for MoL infection and temporal development of wheat blast, separate cohorts of wheat spikes were spray or point inoculated at anthesis and immediately subjected to different combinations of temperature (TEMP; 20, 25, and 30°C) and 100% relative humidity (RH) duration (0, 3, 6, 12, 24, and 48 h). Blast developed under all tested conditions, with both incidence (INC) and severity (SEV) increasing over time. The effects of TEMP on angular-transformed INC and SEV (arcINC and arcSEV) were significant (P < 0.05) in most cases, with the magnitude of the TEMP effect influenced by RH duration when spikes were spray-inoculated. Between 12 and 21 days after inoculation (DAI), there were significant, positive linear relationships between hours of high RH and arcINC and arcSEV at 25 and 30°C, but not at 20°C. The estimated rates of increase in transformed INC or SEV per hour increase in high RH duration were significantly higher at 30°C than at 25°C at 12 to 14 DAI, but not at 19 to 21 DAI. The highest estimated temporal rates of increase in INC and SEV and the shortest estimated incubation periods (5 to 8 days) occurred at 25 and 30°C, with 24 and 48 h of high RH immediately after inoculation. These results will contribute to ongoing efforts to better understand the epidemiology of wheat blast incited by MoL as well as MoT.
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Affiliation(s)
- Karasi B Mills
- Department of Plant Pathology, The Ohio State University, Ohio Agricultural Research and Development Center, Wooster, OH 44691
| | - Laurence V Madden
- Department of Plant Pathology, The Ohio State University, Ohio Agricultural Research and Development Center, Wooster, OH 44691
| | - Pierce A Paul
- Department of Plant Pathology, The Ohio State University, Ohio Agricultural Research and Development Center, Wooster, OH 44691
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Kim KH, Jung I. Development of a Daily Epidemiological Model of Rice Blast Tailored for Seasonal Disease Early Warning in South Korea. THE PLANT PATHOLOGY JOURNAL 2020; 36:406-417. [PMID: 33082725 PMCID: PMC7542031 DOI: 10.5423/ppj.oa.07.2020.0135] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Subscribe] [Scholar Register] [Received: 07/20/2020] [Revised: 07/28/2020] [Accepted: 07/29/2020] [Indexed: 06/01/2023]
Abstract
Early warning services for crop diseases are valuable when they provide timely forecasts that farmers can utilize to inform their disease management decisions. In South Korea, collaborative disease controls that utilize unmanned aerial vehicles are commonly performed for most rice paddies. However, such controls could benefit from seasonal disease early warnings with a lead time of a few months. As a first step to establish a seasonal disease early warning service using seasonal climate forecasts, we developed the EPIRICE Daily Risk Model for rice blast by extracting and modifying the core infection algorithms of the EPIRICE model. The daily risk scores generated by the EPIRICE Daily Risk Model were successfully converted into a realistic and measurable disease value through statistical analyses with 13 rice blast incidence datasets, and subsequently validated using the data from another rice blast experiment conducted in Icheon, South Korea, from 1974 to 2000. The sensitivity of the model to air temperature, relative humidity, and precipitation input variables was examined, and the relative humidity resulted in the most sensitive response from the model. Overall, our results indicate that the EPIRICE Daily Risk Model can be used to produce potential disease risk predictions for the seasonal disease early warning service.
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Kalmar JG, Oh Y, Dean RA, Muddiman DC. Comparative Proteomic Analysis of Wild Type and Mutant Lacking an SCF E3 Ligase F-Box Protein in Magnaporthe oryzae. J Proteome Res 2020; 19:3761-3768. [PMID: 32692924 DOI: 10.1021/acs.jproteome.0c00294] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/30/2022]
Abstract
Magnaporthe oryzae (M. oryzae) is a pathogenic, filamentous fungus that is a primary cause of rice blast disease. The M. oryzae protein MGG_13065, SCF E3 ubiquitin ligase complex F-box protein, has been identified as playing a crucial role in the infection process, specifically, as part of the ubiquitin mediated proteolysis pathway. Proteins targeted by MGG_13065 E3 ligase are first phosphorylated and then ubiquitinated by E3 ligase. In this study, we used a label-free quantitative global proteomics technique to probe the role of ubiquitination and phosphorylation in the mechanism of how E3 ligase regulates change in virulence of M. oryzae. To do this, we compared the WT M. oryzae 70-15 strain with a gene knock out (E3 ligase KO) strain. After applying a ≥ 5 normalized spectral count cutoff, a total of 4432 unique proteins were identified comprised of 4360 and 4372 in the WT and E3 ligase KO samples, respectively. Eighty proteins drastically increased in abundance, while 65 proteins decreased in abundance in the E3 ligase KO strain. Proteins (59) were identified only in the WT strain; 13 of these proteins had both phosphorylation and ubiquitination post-translational modifications. Proteins (71) were revealed to be only in the E3 ligase KO strain; 23 of the proteins have both phosphorylation and ubiquitination post-translational modifications. Several of these proteins were associated with key biological processes. These data greatly assist in the selection of future genes for functional studies and enable mechanistic insight related to virulence.
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Xin W, Mao Y, Lu F, Li T, Wang J, Duan Y, Zhou M. In vitro fungicidal activity and in planta control efficacy of coumoxystrobin against Magnaporthe oryzae. PESTICIDE BIOCHEMISTRY AND PHYSIOLOGY 2020; 162:78-85. [PMID: 31836058 DOI: 10.1016/j.pestbp.2019.09.004] [Citation(s) in RCA: 18] [Impact Index Per Article: 4.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 07/23/2019] [Revised: 09/10/2019] [Accepted: 09/11/2019] [Indexed: 06/10/2023]
Abstract
Rice blast, caused by Magnaporthe oryzae, is a destructive fungal disease in rice, causing serious losses in yield and quality. Coumoxystrobin is a novel methoxyacrylate strobilurin fungicide. In the current study, we determined the sensitivity of 100 M. oryzae strains to coumoxystrobin based on the mycelial growth inhibition method. The EC50 values ranged from 0.0089 to 0.0290 μg mL-1, with a mean EC50 value of 0.0163 ± 0.0036 μg mL-1, indicating that coumoxystrobin exhibits an excellent inhibitory activity in the mycelial growth of M. oryzae. In addition, the EC50 values had no significant difference among four populations from the different geographical regions. After treating with coumoxystrobin, cell membrane permeability increased, respiration decreased, and the hyphal tips were contorted, with offshoot of top increasing. Protective and curative activity tests showed that coumoxystrobin exhibited better protective and curative activities against M. oryzae in detached barley leaves in comparison to the currently used fungicides tricyclazole and azoxystrobin. Also, it was found that the protective activity was better than its curative activity. Furthermore, compared with the currently used fungicides, coumoxystrobin not only exhibited excellent control efficacy on rice blast, but also markedly reduced the dosages of chemical fungicides in the field trials. Overall, these findings provide important references for revealing the pharmacological effect of coumoxystrobin against M. oryzae and managing rice blast caused by M. oryzae.
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Affiliation(s)
- Wenjing Xin
- College of Plant Protection, Nanjing Agricultural University, Nanjing 210095, China
| | - Yushuai Mao
- College of Plant Protection, Nanjing Agricultural University, Nanjing 210095, China
| | - Fei Lu
- College of Plant Protection, Nanjing Agricultural University, Nanjing 210095, China
| | - Tao Li
- College of Plant Protection, Nanjing Agricultural University, Nanjing 210095, China
| | - Jianxin Wang
- College of Plant Protection, Nanjing Agricultural University, Nanjing 210095, China; State & Local Joint Engineering Research Center of Green Pesticide Invention and Application, Nanjing 210095, China
| | - Yabing Duan
- College of Plant Protection, Nanjing Agricultural University, Nanjing 210095, China; State & Local Joint Engineering Research Center of Green Pesticide Invention and Application, Nanjing 210095, China.
| | - Mingguo Zhou
- College of Plant Protection, Nanjing Agricultural University, Nanjing 210095, China; State & Local Joint Engineering Research Center of Green Pesticide Invention and Application, Nanjing 210095, China.
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Investigating host-pathogen meta-metabolic interactions of Magnaporthe oryzae infected barley using infrared matrix-assisted laser desorption electrospray ionization mass spectrometry. Anal Bioanal Chem 2019; 412:139-147. [PMID: 31760448 DOI: 10.1007/s00216-019-02216-z] [Citation(s) in RCA: 4] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/13/2019] [Revised: 10/10/2019] [Accepted: 10/15/2019] [Indexed: 12/11/2022]
Abstract
Infrared matrix-assisted laser desorption electrospray ionization (IR-MALDESI) mass spectrometry imaging is a useful tool for identifying important meta-metabolomic features pertinent for enhancing our understanding of biological systems. Magnaporthe oryzae (M. oryzae) is a filamentous fungus that is the primary cause of rice blast disease. True to its name, M. oryzae primarily destroys rice crops and can also destroy other cereal crops as well. In a previous study, the F-box E3 ligase protein in M. oryzae was noted to be crucial for its growth and pathogenicity. In this study, we inoculated three separate sets of barley with wild-type M. oryzae, an F-box E3 ligase protein knock out of M. oryzae, and a control solution. Over the course of the infection (8 days), we imaged each treatment after development of an advanced polarity switching method, which allowed for the detection of low and high molecular weight compounds that ionize in positive or negative polarities. A set of features from initial experiments were chosen for another analysis using tandem mass spectrometry. Serotonin, a barley defense metabolite, was a compound identified in both positive and negative modes. Serotonin was putatively identified using MS1 data including carbon estimation and sulfur counting then confirmed based on tandem mass spectrometry fragmentation patterns. Metabolites in the melanin pathway, important for infection development of M. oryzae, were also identified using MS1 data but were unable to be confirmed with MS/MS due to their low abundances.
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Nettleton DF, Katsantonis D, Kalaitzidis A, Sarafijanovic-Djukic N, Puigdollers P, Confalonieri R. Predicting rice blast disease: machine learning versus process-based models. BMC Bioinformatics 2019; 20:514. [PMID: 31640541 PMCID: PMC6806664 DOI: 10.1186/s12859-019-3065-1] [Citation(s) in RCA: 16] [Impact Index Per Article: 3.2] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/05/2018] [Accepted: 08/29/2019] [Indexed: 11/10/2022] Open
Abstract
BACKGROUND In this study, we compared four models for predicting rice blast disease, two operational process-based models (Yoshino and Water Accounting Rice Model (WARM)) and two approaches based on machine learning algorithms (M5Rules and Recurrent Neural Networks (RNN)), the former inducing a rule-based model and the latter building a neural network. In situ telemetry is important to obtain quality in-field data for predictive models and this was a key aspect of the RICE-GUARD project on which this study is based. According to the authors, this is the first time process-based and machine learning modelling approaches for supporting plant disease management are compared. RESULTS Results clearly showed that the models succeeded in providing a warning of rice blast onset and presence, thus representing suitable solutions for preventive remedial actions targeting the mitigation of yield losses and the reduction of fungicide use. All methods gave significant "signals" during the "early warning" period, with a similar level of performance. M5Rules and WARM gave the maximum average normalized scores of 0.80 and 0.77, respectively, whereas Yoshino gave the best score for one site (Kalochori 2015). The best average values of r and r2 and %MAE (Mean Absolute Error) for the machine learning models were 0.70, 0.50 and 0.75, respectively and for the process-based models the corresponding values were 0.59, 0.40 and 0.82. Thus it has been found that the ML models are competitive with the process-based models. This result has relevant implications for the operational use of the models, since most of the available studies are limited to the analysis of the relationship between the model outputs and the incidence of rice blast. Results also showed that machine learning methods approximated the performances of two process-based models used for years in operational contexts. CONCLUSIONS Process-based and data-driven models can be used to provide early warnings to anticipate rice blast and detect its presence, thus supporting fungicide applications. Data-driven models derived from machine learning methods are a viable alternative to process-based approaches and - in cases when training datasets are available - offer a potentially greater adaptability to new contexts.
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Affiliation(s)
- David F. Nettleton
- IRIS Advanced Engineering, Parc Mediterrani de la Tecnologia, Avda. Carl Friedrich Gauss nº 11, 08860 Castelldefels, Spain
| | - Dimitrios Katsantonis
- Hellenic Agricultural Organization-DEMETER, Institute of Plant Breeding and Genetic Resources, 65, Georgikis Scholis Av. Zeda Building, Entrance 4, 2nd floor, 57001 Thessaloniki, Greece
| | - Argyris Kalaitzidis
- Hellenic Agricultural Organization-DEMETER, Institute of Plant Breeding and Genetic Resources, 65, Georgikis Scholis Av. Zeda Building, Entrance 4, 2nd floor, 57001 Thessaloniki, Greece
| | - Natasa Sarafijanovic-Djukic
- IRIS Advanced Engineering, Parc Mediterrani de la Tecnologia, Avda. Carl Friedrich Gauss nº 11, 08860 Castelldefels, Spain
| | - Pau Puigdollers
- GreenPowerMonitor, Av. de Josep Tarradellas, 123-127, 08029 Barcelona, Spain
| | - Roberto Confalonieri
- ESP, Cassandra Lab., Università degli Studi di Milano, Via Celoria, 2, 20133 Milan, Italy
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Guo F, Chen X, Lu M, Yang L, Wang S, Wu BM. Spatial Analysis of Rice Blast in China at Three Different Scales. PHYTOPATHOLOGY 2018; 108:1276-1286. [PMID: 29787350 DOI: 10.1094/phyto-01-18-0006-r] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 06/08/2023]
Abstract
In this study, spatial analyses were conducted at three different scales to better understand the epidemiology of rice blast, a major rice disease caused by Magnaporthe oryzae. At the regional scale, across the major rice production regions in China, rice blast incidence was monitored on 101 dates at 193 stations from 10 June to 10 September during 2009 to 2014, and surveyed in 143 fields in September 2016; at the county scale, three surveys were done covering one to five counties in 2015 to 2016; and, at the field scale, blast was evaluated in six fields in 2015 to 2016. Spatial cluster and hot spot analyses were conducted in the geographic information system on the geographical pattern of the disease at regional scale, and geostatistical analysis was performed at all three scales. Cluster and hot spot analyses revealed that high-disease areas were clustered in mountainous areas in China. Geostatistical analyses detected spatial dependence of blast incidence with influence ranges of 399 to 1,080 km at regional scale and 5 to 10 m at field scale but not at county scale. The spatial patterns at different scales might be determined by inherent properties of rice blast and environmental driving forces, and findings from this study provide helpful information to sampling and management of rice blast.
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Affiliation(s)
- Fangfang Guo
- First, second, fourth, fifth, and sixth authors: Department of Plant Pathology, China Agricultural University, Beijing, 100193, China; and third author: National Agricultural Technology Extension and Service Center, Ministry of Agriculture of the People's Republic of China, Beijing, 100125, China
| | - Xinglong Chen
- First, second, fourth, fifth, and sixth authors: Department of Plant Pathology, China Agricultural University, Beijing, 100193, China; and third author: National Agricultural Technology Extension and Service Center, Ministry of Agriculture of the People's Republic of China, Beijing, 100125, China
| | - Minghong Lu
- First, second, fourth, fifth, and sixth authors: Department of Plant Pathology, China Agricultural University, Beijing, 100193, China; and third author: National Agricultural Technology Extension and Service Center, Ministry of Agriculture of the People's Republic of China, Beijing, 100125, China
| | - Li Yang
- First, second, fourth, fifth, and sixth authors: Department of Plant Pathology, China Agricultural University, Beijing, 100193, China; and third author: National Agricultural Technology Extension and Service Center, Ministry of Agriculture of the People's Republic of China, Beijing, 100125, China
| | - Shiwei Wang
- First, second, fourth, fifth, and sixth authors: Department of Plant Pathology, China Agricultural University, Beijing, 100193, China; and third author: National Agricultural Technology Extension and Service Center, Ministry of Agriculture of the People's Republic of China, Beijing, 100125, China
| | - Bo Ming Wu
- First, second, fourth, fifth, and sixth authors: Department of Plant Pathology, China Agricultural University, Beijing, 100193, China; and third author: National Agricultural Technology Extension and Service Center, Ministry of Agriculture of the People's Republic of China, Beijing, 100125, China
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13
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Shi Y, Huang W, Ye H, Ruan C, Xing N, Geng Y, Dong Y, Peng D. Partial Least Square Discriminant Analysis Based on Normalized Two-Stage Vegetation Indices for Mapping Damage from Rice Diseases Using PlanetScope Datasets. SENSORS (BASEL, SWITZERLAND) 2018; 18:E1901. [PMID: 29891814 PMCID: PMC6021985 DOI: 10.3390/s18061901] [Citation(s) in RCA: 18] [Impact Index Per Article: 3.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Received: 04/26/2018] [Revised: 05/31/2018] [Accepted: 06/09/2018] [Indexed: 11/16/2022]
Abstract
In recent decades, rice disease co-epidemics have caused tremendous damage to crop production in both China and Southeast Asia. A variety of remote sensing based approaches have been developed and applied to map diseases distribution using coarse- to moderate-resolution imagery. However, the detection and discrimination of various disease species infecting rice were seldom assessed using high spatial resolution data. The aims of this study were (1) to develop a set of normalized two-stage vegetation indices (VIs) for characterizing the progressive development of different diseases with rice; (2) to explore the performance of combined normalized two-stage VIs in partial least square discriminant analysis (PLS-DA); and (3) to map and evaluate the damage caused by rice diseases at fine spatial scales, for the first time using bi-temporal, high spatial resolution imagery from PlanetScope datasets at a 3 m spatial resolution. Our findings suggest that the primary biophysical parameters caused by different disease (e.g., changes in leaf area, pigment contents, or canopy morphology) can be captured using combined normalized two-stage VIs. PLS-DA was able to classify rice diseases at a sub-field scale, with an overall accuracy of 75.62% and a Kappa value of 0.47. The approach was successfully applied during a typical co-epidemic outbreak of rice dwarf (Rice dwarf virus, RDV), rice blast (Magnaporthe oryzae), and glume blight (Phyllosticta glumarum) in Guangxi Province, China. Furthermore, our approach highlighted the feasibility of the method in capturing heterogeneous disease patterns at fine spatial scales over the large spatial extents.
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Affiliation(s)
- Yue Shi
- Key Laboratory of Digital Earth Science, Institute of Remote Sensing and Digital Earth, Chinese Academy of Science, Beijing 100094, China.
- University of Chinese Academy of Sciences, Beijing 100049, China.
| | - Wenjiang Huang
- Key Laboratory of Digital Earth Science, Institute of Remote Sensing and Digital Earth, Chinese Academy of Science, Beijing 100094, China.
- Key Laboratory of Earth Observation, Sanya 572029, China.
- State Key Laboratory of Remote Sensing Science, Institute of Remote Sensing and Digital Earth, Chinese Academy of Sciences, Beijing 100094, China.
| | - Huichun Ye
- Key Laboratory of Digital Earth Science, Institute of Remote Sensing and Digital Earth, Chinese Academy of Science, Beijing 100094, China.
- Key Laboratory of Earth Observation, Sanya 572029, China.
| | - Chao Ruan
- Key Laboratory of Digital Earth Science, Institute of Remote Sensing and Digital Earth, Chinese Academy of Science, Beijing 100094, China.
- School of Electronics and Information Engineering, Anhui University, Hefei 230601, China.
| | - Naichen Xing
- Key Laboratory of Digital Earth Science, Institute of Remote Sensing and Digital Earth, Chinese Academy of Science, Beijing 100094, China.
- University of Chinese Academy of Sciences, Beijing 100049, China.
| | - Yun Geng
- Key Laboratory of Digital Earth Science, Institute of Remote Sensing and Digital Earth, Chinese Academy of Science, Beijing 100094, China.
- University of Chinese Academy of Sciences, Beijing 100049, China.
| | - Yingying Dong
- Key Laboratory of Digital Earth Science, Institute of Remote Sensing and Digital Earth, Chinese Academy of Science, Beijing 100094, China.
| | - Dailiang Peng
- Key Laboratory of Digital Earth Science, Institute of Remote Sensing and Digital Earth, Chinese Academy of Science, Beijing 100094, China.
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Pagliaccia D, Urak RZ, Wong F, Douhan LI, Greer CA, Vidalakis G, Douhan GW. Genetic Structure of the Rice Blast Pathogen (Magnaporthe oryzae) over a Decade in North Central California Rice Fields. MICROBIAL ECOLOGY 2018; 75:310-317. [PMID: 28755027 PMCID: PMC5742603 DOI: 10.1007/s00248-017-1029-4] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.2] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Figures] [Subscribe] [Scholar Register] [Received: 03/08/2017] [Accepted: 06/28/2017] [Indexed: 06/07/2023]
Abstract
Rice blast, caused by the ascomycete Magnaporthe oryzae, is one of the most destructive rice diseases worldwide. Even though the disease has been present in California since 1996, there is no data for the pathogen population biology in the state. Using amplified fragment length polymorphisms and mating-type markers, the M. oryzae population diversity was investigated using isolates collected when the disease was first established in California and isolates collected a decade later. While in the 1990 samples, a single multilocus genotype (MLG) was identified (MLG1), over a decade later, we found 14 additional MLGs in the 2000 isolates. Some of these MLGs were found to infect the only rice blast-resistant cultivar (M-208) available for commercial production in California. The same samples also had a significant decrease of MLG1. MLG1 was found infecting the resistant rice cultivar M-208 on one occasion whereas MLG7 was the most common genotype infecting the M-208. MLG7 was identified in the 2000 samples, and it was not present in the M. oryzae population a decade earlier. Our results demonstrate a significant increase in genotypic diversity over time with no evidence of sexual reproduction and suggest a recent introduction of new virulent race(s) of the pathogen. In addition, our data could provide information regarding the durability of the Pi-z resistance gene of the M-208. This information will be critical to plant breeders in developing strategies for deployment of other rice blast resistance genes/cultivars in the future.
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Affiliation(s)
- Deborah Pagliaccia
- Department of Plant Pathology and Microbiology, University of California, Riverside, CA, 92521, USA.
- Department of Botany and Plant Sciences, University of California, Riverside, CA, USA.
| | - Ryan Z Urak
- Department of Plant Pathology and Microbiology, University of California, Riverside, CA, 92521, USA
| | - Frank Wong
- Department of Plant Pathology and Microbiology, University of California, Riverside, CA, 92521, USA
- Bayer's Environmental Health Division, Bayer, Durham, NC, USA
| | - LeAnn I Douhan
- Department of Plant Pathology and Microbiology, University of California, Riverside, CA, 92521, USA
- Val Verde Unified School District, Perris, CA, USA
| | - Christopher A Greer
- Cooperative Extension, University of California, Sutter-Yuba, Yuba City, CA, 95991, USA
| | - Georgios Vidalakis
- Department of Plant Pathology and Microbiology, University of California, Riverside, CA, 92521, USA
| | - Greg W Douhan
- Department of Plant Pathology and Microbiology, University of California, Riverside, CA, 92521, USA
- Cooperative Extension Tulare County, Tulare, CA, USA
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15
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Oh Y, Robertson SL, Parker J, Muddiman DC, Dean RA. Comparative proteomic analysis between nitrogen supplemented and starved conditions in Magnaporthe oryzae. Proteome Sci 2017; 15:20. [PMID: 29158724 PMCID: PMC5684745 DOI: 10.1186/s12953-017-0128-y] [Citation(s) in RCA: 15] [Impact Index Per Article: 2.1] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/21/2017] [Accepted: 11/02/2017] [Indexed: 02/06/2023] Open
Abstract
BACKGROUND Fungi are constantly exposed to nitrogen limiting environments, and thus the efficient regulation of nitrogen metabolism is essential for their survival, growth, development and pathogenicity. To understand how the rice blast pathogen Magnaporthe oryzae copes with limited nitrogen availability, a global proteome analysis under nitrogen supplemented and nitrogen starved conditions was completed. METHODS M. oryzae strain 70-15 was cultivated in liquid minimal media and transferred to media with nitrate or without a nitrogen source. Proteins were isolated and subjected to unfractionated gel-free based liquid chromatography-tandem mass spectrometry (LC-MS/MS). The subcellular localization and function of the identified proteins were predicted using bioinformatics tools. RESULTS A total of 5498 M. oryzae proteins were identified. Comparative analysis of protein expression showed 363 proteins and 266 proteins significantly induced or uniquely expressed under nitrogen starved or nitrogen supplemented conditions, respectively. A functional analysis of differentially expressed proteins revealed that during nitrogen starvation nitrogen catabolite repression, melanin biosynthesis, protein degradation and protein translation pathways underwent extensive alterations. In addition, nitrogen starvation induced accumulation of various extracellular proteins including small extracellular proteins consistent with observations of a link between nitrogen starvation and the development of pathogenicity in M. oryzae. CONCLUSION The results from this study provide a comprehensive understanding of fungal responses to nitrogen availability.
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Affiliation(s)
- Yeonyee Oh
- Center for Integrated Fungal Research, Department of Entomology and Plant Pathology, North Carolina State University, Raleigh, NC 27695 USA
| | - Suzanne L. Robertson
- W. M. Keck FT-ICR Mass Spectrometry Laboratory, Department of Chemistry, North Carolina State University, Raleigh, NC 27695 USA
| | - Jennifer Parker
- W. M. Keck FT-ICR Mass Spectrometry Laboratory, Department of Chemistry, North Carolina State University, Raleigh, NC 27695 USA
| | - David C. Muddiman
- W. M. Keck FT-ICR Mass Spectrometry Laboratory, Department of Chemistry, North Carolina State University, Raleigh, NC 27695 USA
| | - Ralph A. Dean
- Center for Integrated Fungal Research, Department of Entomology and Plant Pathology, North Carolina State University, Raleigh, NC 27695 USA
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16
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Cruz CD, Magarey RD, Christie DN, Fowler GA, Fernandes JM, Bockus WW, Valent B, Stack JP. Climate Suitability for Magnaporthe oryzae Triticum Pathotype in the United States. PLANT DISEASE 2016; 100:1979-1987. [PMID: 30683008 DOI: 10.1094/pdis-09-15-1006-re] [Citation(s) in RCA: 11] [Impact Index Per Article: 1.4] [Reference Citation Analysis] [Abstract] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 06/09/2023]
Abstract
Wheat blast, caused by the Triticum pathotype of Magnaporthe oryzae, is an emerging disease considered to be a limiting factor to wheat production in various countries. Given the importance of wheat blast as a high-consequence plant disease, weather-based infection models were used to estimate the probabilities of M. oryzae Triticum establishment and wheat blast outbreaks in the United States. The models identified significant disease risk in some areas. With the threshold levels used, the models predicted that the climate was adequate for maintaining M. oryzae Triticum populations in 40% of winter wheat production areas of the United States. Disease outbreak threshold levels were only reached in 25% of the country. In Louisiana, Mississippi, and Florida, the probability of years suitable for outbreaks was greater than 70%. The models generated in this study should provide the foundation for more advanced models in the future, and the results reported could be used to prioritize research efforts regarding the biology of M. oryzae Triticum and the epidemiology of the wheat blast disease.
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Affiliation(s)
- Christian D Cruz
- Department of Plant Pathology, Kansas State University, Manhattan 66506
| | - Roger D Magarey
- Center for IPM, North Carolina State University, Raleigh 27606
| | | | - Glenn A Fowler
- United States Department of Agriculture-Animal and Plant Health Inspection Service, Plant Protection and Quarantine, Center for Plant Health Science and Technology, Plant Epidemiology and Risk Analysis Laboratory, Raleigh, NC 27606
| | | | | | | | - James P Stack
- Department of Plant Pathology, Kansas State University
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17
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Franck WL, Gokce E, Randall SM, Oh Y, Eyre A, Muddiman DC, Dean RA. Phosphoproteome Analysis Links Protein Phosphorylation to Cellular Remodeling and Metabolic Adaptation during Magnaporthe oryzae Appressorium Development. J Proteome Res 2015; 14:2408-24. [PMID: 25926025 PMCID: PMC4838196 DOI: 10.1021/pr501064q] [Citation(s) in RCA: 31] [Impact Index Per Article: 3.4] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/20/2022]
Abstract
The rice pathogen, Magnaporthe oryzae, undergoes a complex developmental process leading to formation of an appressorium prior to plant infection. In an effort to better understand phosphoregulation during appressorium development, a mass spectrometry based phosphoproteomics study was undertaken. A total of 2924 class I phosphosites were identified from 1514 phosphoproteins from mycelia, conidia, germlings, and appressoria of the wild type and a protein kinase A (PKA) mutant. Phosphoregulation during appressorium development was observed for 448 phosphosites on 320 phosphoproteins. In addition, a set of candidate PKA targets was identified encompassing 253 phosphosites on 227 phosphoproteins. Network analysis incorporating regulation from transcriptomic, proteomic, and phosphoproteomic data revealed new insights into the regulation of the metabolism of conidial storage reserves and phospholipids, autophagy, actin dynamics, and cell wall metabolism during appressorium formation. In particular, protein phosphorylation appears to play a central role in the regulation of autophagic recycling and actin dynamics during appressorium formation. Changes in phosphorylation were observed in multiple components of the cell wall integrity pathway providing evidence that this pathway is highly active during appressorium development. Several transcription factors were phosphoregulated during appressorium formation including the bHLH domain transcription factor MGG_05709. Functional analysis of MGG_05709 provided further evidence for the role of protein phosphorylation in regulation of glycerol metabolism and the metabolic reprogramming characteristic of appressorium formation. The data presented here represent a comprehensive investigation of the M. oryzae phosphoproteome and provide key insights on the role of protein phosphorylation during infection-related development.
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Affiliation(s)
- William L. Franck
- Center for Integrated Fungal Research, North Carolina State University, Raleigh, North Carolina, 27606
| | - Emine Gokce
- W.M. Keck Fourier Transform-ICR Mass Spectrometry Laboratory, Department of Chemistry, North Carolina State University, Raleigh, North Carolina, 27606
| | - Shan M. Randall
- W.M. Keck Fourier Transform-ICR Mass Spectrometry Laboratory, Department of Chemistry, North Carolina State University, Raleigh, North Carolina, 27606
| | - Yeonyee Oh
- Center for Integrated Fungal Research, North Carolina State University, Raleigh, North Carolina, 27606
| | - Alex Eyre
- Center for Integrated Fungal Research, North Carolina State University, Raleigh, North Carolina, 27606
| | - David C. Muddiman
- W.M. Keck Fourier Transform-ICR Mass Spectrometry Laboratory, Department of Chemistry, North Carolina State University, Raleigh, North Carolina, 27606
| | - Ralph A. Dean
- Center for Integrated Fungal Research, North Carolina State University, Raleigh, North Carolina, 27606
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Delwaide AC, Nalley LL, Dixon BL, Danforth DM, Nayga RM, Van Loo EJ, Verbeke W. Revisiting GMOs: Are There Differences in European Consumers' Acceptance and Valuation for Cisgenically vs Transgenically Bred Rice? PLoS One 2015; 10:e0126060. [PMID: 25973946 PMCID: PMC4431710 DOI: 10.1371/journal.pone.0126060] [Citation(s) in RCA: 76] [Impact Index Per Article: 8.4] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/26/2015] [Accepted: 03/28/2015] [Indexed: 11/19/2022] Open
Abstract
Both cisgenesis and transgenesis are plant breeding techniques that can be used to introduce new genes into plant genomes. However, transgenesis uses gene(s) from a non-plant organism or from a donor plant that is sexually incompatible with the recipient plant while cisgenesis involves the introduction of gene(s) from a crossable--sexually compatible--plant. Traditional breeding techniques could possibly achieve the same results as those from cisgenesis, but would require a much larger timeframe. Cisgenesis allows plant breeders to enhance an existing cultivar more quickly and with little to no genetic drag. The current regulation in the European Union (EU) on genetically modified organisms (GMOs) treats cisgenic plants the same as transgenic plants and both are mandatorily labeled as GMOs. This study estimates European consumers' willingness-to-pay (WTP) for rice labeled as GM, cisgenic, with environmental benefits (which cisgenesis could provide), or any combination of these three attributes. Data were collected from 3,002 participants through an online survey administered in Belgium, France, the Netherlands, Spain and the United Kingdom in 2013. Censored regression models were used to model consumers' WTP in each country. Model estimates highlight significant differences in WTP across countries. In all five countries, consumers are willing-to-pay a premium to avoid purchasing rice labeled as GM. In all countries except Spain, consumers have a significantly higher WTP to avoid consuming rice labeled as GM compared to rice labeled as cisgenic, suggesting that inserting genes from the plant's own gene pool is more acceptable to consumers. Additionally, French consumers are willing-to-pay a premium for rice labeled as having environmental benefits compared to conventional rice. These findings suggest that not all GMOs are the same in consumers' eyes and thus, from a consumer preference perspective, the differences between transgenic and cisgenic products are recommended to be reflected in GMO labeling and trade policies.
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Affiliation(s)
- Anne-Cécile Delwaide
- Department of Agricultural Economics and Agribusiness, University of Arkansas, Fayetteville, Arkansas, United States of America
- Department of Agricultural Economics, Ghent University, Ghent, Belgium
| | - Lawton L. Nalley
- Department of Agricultural Economics and Agribusiness, University of Arkansas, Fayetteville, Arkansas, United States of America
| | - Bruce L. Dixon
- Department of Agricultural Economics and Agribusiness, University of Arkansas, Fayetteville, Arkansas, United States of America
| | - Diana M. Danforth
- Department of Agricultural Economics and Agribusiness, University of Arkansas, Fayetteville, Arkansas, United States of America
| | - Rodolfo M. Nayga
- Department of Agricultural Economics and Agribusiness, University of Arkansas, Fayetteville, Arkansas, United States of America
- Adjunct professor, Korea University and Norwegian Agricultural Economics Research Institute
| | - Ellen J. Van Loo
- Department of Agricultural Economics, Ghent University, Ghent, Belgium
| | - Wim Verbeke
- Department of Agricultural Economics, Ghent University, Ghent, Belgium
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19
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Ashkani S, Rafii MY, Shabanimofrad M, Ghasemzadeh A, Ravanfar SA, Latif MA. Molecular progress on the mapping and cloning of functional genes for blast disease in rice (Oryza sativa L.): current status and future considerations. Crit Rev Biotechnol 2014; 36:353-67. [PMID: 25394538 DOI: 10.3109/07388551.2014.961403] [Citation(s) in RCA: 49] [Impact Index Per Article: 4.9] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/13/2022]
Abstract
Rice blast disease, which is caused by the fungal pathogen Magnaporthe oryzae, is a recurring problem in all rice-growing regions of the world. The use of resistance (R) genes in rice improvement breeding programmes has been considered to be one of the best options for crop protection and blast management. Alternatively, quantitative resistance conferred by quantitative trait loci (QTLs) is also a valuable resource for the improvement of rice disease resistance. In the past, intensive efforts have been made to identify major R-genes as well as QTLs for blast disease using molecular techniques. A review of bibliographic references shows over 100 blast resistance genes and a larger number of QTLs (∼500) that were mapped to the rice genome. Of the blast resistance genes, identified in different genotypes of rice, ∼22 have been cloned and characterized at the molecular level. In this review, we have summarized the reported rice blast resistance genes and QTLs for utilization in future molecular breeding programmes to introgress high-degree resistance or to pyramid R-genes in commercial cultivars that are susceptible to M. oryzae. The goal of this review is to provide an overview of the significant studies in order to update our understanding of the molecular progress on rice and M. oryzae. This information will assist rice breeders to improve the resistance to rice blast using marker-assisted selection which continues to be a priority for rice-breeding programmes.
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Affiliation(s)
- S Ashkani
- a Institute of Tropical Agriculture, Universiti Putra Malaysia , Serdang , Selangor , Malaysia .,b Department of Agronomy and Plant Breeding , Shahr-e- Rey Branch, Islamic Azad University , Tehran , Iran
| | - M Y Rafii
- a Institute of Tropical Agriculture, Universiti Putra Malaysia , Serdang , Selangor , Malaysia
| | - M Shabanimofrad
- c Department of Crop Science , Faculty of Agriculture, Universiti Putra Malaysia , Serdang , Selangor , Malaysia , and
| | - A Ghasemzadeh
- c Department of Crop Science , Faculty of Agriculture, Universiti Putra Malaysia , Serdang , Selangor , Malaysia , and
| | - S A Ravanfar
- a Institute of Tropical Agriculture, Universiti Putra Malaysia , Serdang , Selangor , Malaysia
| | - M A Latif
- c Department of Crop Science , Faculty of Agriculture, Universiti Putra Malaysia , Serdang , Selangor , Malaysia , and.,d Bangladesh Rice Research Institute (BRRI) , Plant Pathology Division , Gazipur , Bangladesh
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20
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Franck WL, Gokce E, Oh Y, Muddiman DC, Dean RA. Temporal analysis of the magnaporthe oryzae proteome during conidial germination and cyclic AMP (cAMP)-mediated appressorium formation. Mol Cell Proteomics 2013; 12:2249-65. [PMID: 23665591 PMCID: PMC3734583 DOI: 10.1074/mcp.m112.025874] [Citation(s) in RCA: 35] [Impact Index Per Article: 3.2] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/21/2012] [Revised: 04/09/2013] [Indexed: 11/06/2022] Open
Abstract
Rice blast disease caused by Magnaporthe oryzae is one of the most serious threats to global rice production. During the earliest stages of rice infection, M. oryzae conidia germinate on the leaf surface and form a specialized infection structure termed the appressorium. The development of the appressorium represents the first critical stage of infectious development. A total of 3200 unique proteins were identified by nanoLC-MS/MS in a temporal study of conidial germination and cAMP-induced appressorium formation in M. oryzae. Using spectral counting based label free quantification, observed changes in relative protein abundance during the developmental process revealed changes in the cell wall biosynthetic machinery, transport functions, and production of extracellular proteins in developing appressoria. One hundred and sixty-six up-regulated and 208 down-regulated proteins were identified in response to cAMP treatment. Proteomic analysis of a cAMP-dependent protein kinase A mutant that is compromised in the ability to form appressoria identified proteins whose developmental regulation is dependent on cAMP signaling. Selected reaction monitoring was used for absolute quantification of four regulated proteins to validate the global proteomics data and confirmed the germination or appressorium specific regulation of these proteins. Finally, a comparison of the proteome and transcriptome was performed and revealed little correlation between transcript and protein regulation. A subset of regulated proteins were identified whose transcripts show similar regulation patterns and include many of the most strongly regulated proteins indicating a central role in appressorium formation. A temporal quantitative RT-PCR analysis confirmed a strong correlation between transcript and protein abundance for some but not all genes. Collectively, the data presented here provide the first comprehensive view of the M. oryzae proteome during early infection-related development and highlight biological processes important for pathogenicity.
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Affiliation(s)
| | - Emine Gokce
- §W.M. Keck Fourier Transform-ICR Mass Spectrometry Laboratory, Department of Chemistry, North Carolina State University, Raleigh, North Carolina, 27606
| | - Yeonyee Oh
- From the ‡Center for Integrated Fungal Research
| | - David C. Muddiman
- §W.M. Keck Fourier Transform-ICR Mass Spectrometry Laboratory, Department of Chemistry, North Carolina State University, Raleigh, North Carolina, 27606
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Groth DE. Azoxystrobin Rate and Timing Effects on Rice Head Blast Incidence and Rice Grain and Milling Yields. PLANT DISEASE 2006; 90:1055-1058. [PMID: 30781299 DOI: 10.1094/pd-90-1055] [Citation(s) in RCA: 9] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 06/09/2023]
Abstract
Growing blast susceptible rice (Oryza sativa) cultivars often requires farmers to use fungicides to prevent significant reductions in rice grain and milling yields. Studies were conducted to determine the optimum rate and rice growth stage for single or multiple applications of azoxystrobin to control blast (Pyricularia grisea). Azoxystrobin was applied foliarly to naturally infected field plots in 2001 to 2005 at rates of 0.11, 0.17, and 0.22 kg a.i. ha-1 at boot (B) and heading (H) or only at H growth stages, and at 0.17 kg a.i. ha-1 at 5 (H+5), 10 (H+10), and 15 (H+15) days after H and B with low or high blast pressure. Head blast incidence (percent heads infected) was assessed 1 to 2 weeks before harvest. A fungicide application made at H, H+5, and B+H significantly reduced blast incidence with high and low disease pressure, resulting in significantly higher grain and head rice milling yields compared with unsprayed plots with high blast pressure. There were no significant effects of fungicide rate on blast development or yield following the H, B+H, and H+5 applications. With fungicide applications made at B, H+10, and H+15 days postheading, rice had higher disease incidence, resulting in lower grain and milling yields compared with rice receiving a heading application.
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Affiliation(s)
- D E Groth
- Professor, Rice Research Station, Louisiana Agricultural Experiment Station, LSU Agricultural Center, 1373 Caffey Road, Rayne, LA 70578
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22
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Webster RK. Being at the right place, at the right time, for the right reasons--plant pathology. ANNUAL REVIEW OF PHYTOPATHOLOGY 2005; 43:1-24. [PMID: 16078874 DOI: 10.1146/annurev.phyto.43.040204.140209] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.1] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 05/03/2023]
Abstract
This article relates some personal history and influences leading to becoming a plant pathologist. Next a summary of my research experiences on rice and barley diseases and the effect of regulatory changes on efforts to manage rice diseases in California. I conclude with an invitation to consider the opportunities and obligations of plant pathologists to return to the field and for individual introspection regarding attitudes and behavior toward colleagues and factors affecting our profession.
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Affiliation(s)
- Robert K Webster
- Department of Plant Pathology, University of California, Davis, California 95616, USA.
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23
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Campbell MA, Ronald PC. Characterization of four rice mutants with alterations in the defence response pathway. MOLECULAR PLANT PATHOLOGY 2005; 6:11-21. [PMID: 20565634 DOI: 10.1111/1468-0025.00206-i1] [Citation(s) in RCA: 9] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 05/13/2023]
Abstract
SUMMARY A fast-neutron mutagenized population of rice seedlings was screened with Magnaporthe grisea, the causal agent of rice blast disease, to identify mutants with alterations in the defence response. Three mutant lines, ebr1, ebr2 and ebr3 (enhanced blast resistance) were identified that display enhanced resistance to M. grisea. ebr1 and ebr3 also confer enhanced resistance to the bacterial pathogen Xanthomonas oryzae pv. oryzae (Xoo). ebr3 develops a lesion mimic (LM) phenotype upon inoculation with M. grisea, and the phenotype is also induced by a shift in environmental conditions. The fourth mutant line, ncr1 (necrosis in rice), has an LM phenotype under all conditions tested and lacks enhanced resistance to either M. grisea or Xoo. Complementation testing using the mutant lines ebr3 and ncr1 indicates that the ebr3 and ncr1 loci are nonallelic and recessive. ebr1 and ebr2 display no alterations in expression of the rice pathogenesis-related (PR) genes PBZ1 and PR1, compared to wild-type CO39. ebr3 has an elevated expression of PBZ1 and PR1 only in tissue displaying the LM phenotype. ncr1 strongly expresses PBZ1 in tissue displaying the LM phenotype, whereas PR1 expression in this tissue is similar to wild-type CO39.
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Affiliation(s)
- M A Campbell
- Department of Plant Pathology, One Shields Avenue, UC-Davis, Davis, CA 95616, USA
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