1
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Whisson SC, Welsh LRJ, Vetukuri RR. RNA Silencing Strategies in Phytophthora: Experimental Guidelines and Insights. Methods Mol Biol 2025; 2892:23-34. [PMID: 39729266 DOI: 10.1007/978-1-0716-4330-3_2] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/28/2024]
Abstract
RNA silencing is a core cellular process that acts to defend the genome against potentially damaging genetic elements such as viruses and transposons. It has been extensively characterized in many eukaryotes and exploited as a tool for determining gene function through removing the activity of specific genes. It has also been used in Phytophthora species to reveal genes involved in different lifecycle stages. In this chapter, we provide guidelines and outline considerations for carrying out RNA silencing experiments in Phytophthora.
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Affiliation(s)
- Stephen C Whisson
- Cell and Molecular Sciences Department, The James Hutton Institute, Invergowrie, Dundee, UK
| | - Lydia R J Welsh
- Cell and Molecular Sciences Department, The James Hutton Institute, Invergowrie, Dundee, UK
| | - Ramesh R Vetukuri
- Department of Plant Breeding, Swedish University of Agricultural Sciences (SLU), Lomma, Sweden.
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2
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Fletcher K, Michelmore R. Genome-Enabled Insights into Downy Mildew Biology and Evolution. ANNUAL REVIEW OF PHYTOPATHOLOGY 2023; 61:165-183. [PMID: 37268005 DOI: 10.1146/annurev-phyto-021622-103440] [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: 06/04/2023]
Abstract
Oomycetes that cause downy mildew diseases are highly specialized, obligately biotrophic phytopathogens that can have major impacts on agriculture and natural ecosystems. Deciphering the genome sequence of these organisms provides foundational tools to study and deploy control strategies against downy mildew pathogens (DMPs). The recent telomere-to-telomere genome assembly of the DMP Peronospora effusa revealed high levels of synteny with distantly related DMPs, higher than expected repeat content, and previously undescribed architectures. This provides a road map for generating similar high-quality genome assemblies for other oomycetes. This review discusses biological insights made using this and other assemblies, including ancestral chromosome architecture, modes of sexual and asexual variation, the occurrence of heterokaryosis, candidate gene identification, functional validation, and population dynamics. We also discuss future avenues of research likely to be fruitful in studies of DMPs and highlight resources necessary for advancing our understanding and ability to forecast and control disease outbreaks.
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Affiliation(s)
- Kyle Fletcher
- The Genome Center, University of California, Davis, California, USA
| | - Richard Michelmore
- The Genome Center, University of California, Davis, California, USA
- Department of Plant Sciences; Department of Molecular and Cellular Biology; Department of Medical Microbiology and Immunology, University of California, Davis, California, USA;
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3
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Situ J, Xi P, Lin L, Huang W, Song Y, Jiang Z, Kong G. Signal and regulatory mechanisms involved in spore development of Phytophthora and Peronophythora. Front Microbiol 2022; 13:984672. [PMID: 36160220 PMCID: PMC9500583 DOI: 10.3389/fmicb.2022.984672] [Citation(s) in RCA: 8] [Impact Index Per Article: 2.7] [Reference Citation Analysis] [Abstract] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/04/2022] [Accepted: 08/23/2022] [Indexed: 11/13/2022] Open
Abstract
Oomycetes cause hundreds of destructive plant diseases, threatening agricultural production and food security. These fungus-like eukaryotes show multiple sporulation pattern including the production of sporangium, zoospore, chlamydospore and oospore, which are critical for their survival, dispersal and infection on hosts. Recently, genomic and genetic technologies have greatly promoted the study of molecular mechanism of sporulation in the genus Phytophthora and Peronophythora. In this paper, we characterize the types of asexual and sexual spores and review latest progress of these two genera. We summarize the genes encoding G protein, mitogen-activated protein kinase (MAPK) cascade, transcription factors, RNA-binding protein, autophagy-related proteins and so on, which function in the processes of sporangium production and cleavage, zoospore behaviors and oospore formation. Meanwhile, various molecular, chemical and electrical stimuli in zoospore behaviors are also discussed. Finally, with the molecular mechanism of sporulation in Phytophthora and Peronophythora is gradually being revealed, we propose some thoughts for the further research and provide the alternative strategy for plant protection against phytopathogenic oomycetes.
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Affiliation(s)
- Junjian Situ
- Department of Plant Pathology, Guangdong Province Key Laboratory of Microbial Signals and Disease Control, South China Agricultural University, Guangzhou, China
| | - Pinggen Xi
- Department of Plant Pathology, Guangdong Province Key Laboratory of Microbial Signals and Disease Control, South China Agricultural University, Guangzhou, China
| | - Long Lin
- Department of Plant Pathology, Nanjing Agricultural University, Nanjing, China
| | - Weixiong Huang
- Department of Plant Pathology, Guangdong Province Key Laboratory of Microbial Signals and Disease Control, South China Agricultural University, Guangzhou, China
| | - Yu Song
- Department of Plant Pathology, Guangdong Province Key Laboratory of Microbial Signals and Disease Control, South China Agricultural University, Guangzhou, China
| | - Zide Jiang
- Department of Plant Pathology, Guangdong Province Key Laboratory of Microbial Signals and Disease Control, South China Agricultural University, Guangzhou, China
| | - Guanghui Kong
- Department of Plant Pathology, Guangdong Province Key Laboratory of Microbial Signals and Disease Control, South China Agricultural University, Guangzhou, China
- *Correspondence: Guanghui Kong,
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4
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Sabbadin F, Urresti S, Henrissat B, Avrova AO, Welsh LRJ, Lindley PJ, Csukai M, Squires JN, Walton PH, Davies GJ, Bruce NC, Whisson SC, McQueen-Mason SJ. Secreted pectin monooxygenases drive plant infection by pathogenic oomycetes. Science 2021; 373:774-779. [PMID: 34385392 DOI: 10.1126/science.abj1342] [Citation(s) in RCA: 110] [Impact Index Per Article: 27.5] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/22/2021] [Accepted: 07/06/2021] [Indexed: 01/19/2023]
Abstract
The oomycete Phytophthora infestans is a damaging crop pathogen and a model organism to study plant-pathogen interactions. We report the discovery of a family of copper-dependent lytic polysaccharide monooxygenases (LPMOs) in plant pathogenic oomycetes and its role in plant infection by P. infestans We show that LPMO-encoding genes are up-regulated early during infection and that the secreted enzymes oxidatively cleave the backbone of pectin, a charged polysaccharide in the plant cell wall. The crystal structure of the most abundant of these LPMOs sheds light on its ability to recognize and degrade pectin, and silencing the encoding gene in P. infestans inhibits infection of potato, indicating a role in host penetration. The identification of LPMOs as virulence factors in pathogenic oomycetes opens up opportunities in crop protection and food security.
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Affiliation(s)
- Federico Sabbadin
- Centre for Novel Agricultural Products, Department of Biology, University of York, York YO10 5DD, UK.
| | - Saioa Urresti
- Department of Chemistry, University of York, York YO10 5DD, UK
| | - Bernard Henrissat
- Architecture et Fonction des Macromolécules Biologiques (AFMB), UMR 7257 CNRS, Université Aix-Marseille, 163 Avenue de Luminy, 13288 Marseille, France.,INRA, USC 1408 AFMB, 13288 Marseille, France.,Department of Biological Sciences, King Abdulaziz University, Jeddah 21589, Saudi Arabia
| | - Anna O Avrova
- Cell and Molecular Sciences, James Hutton Institute, Invergowrie, Dundee DD2 5DA, UK
| | - Lydia R J Welsh
- Cell and Molecular Sciences, James Hutton Institute, Invergowrie, Dundee DD2 5DA, UK
| | - Peter J Lindley
- Department of Chemistry, University of York, York YO10 5DD, UK
| | - Michael Csukai
- Syngenta, Jealott's Hill International Research Centre, Bracknell, Berkshire RG42 6EY, UK
| | - Julie N Squires
- Cell and Molecular Sciences, James Hutton Institute, Invergowrie, Dundee DD2 5DA, UK
| | - Paul H Walton
- Department of Chemistry, University of York, York YO10 5DD, UK
| | - Gideon J Davies
- Department of Chemistry, University of York, York YO10 5DD, UK
| | - Neil C Bruce
- Centre for Novel Agricultural Products, Department of Biology, University of York, York YO10 5DD, UK
| | - Stephen C Whisson
- Cell and Molecular Sciences, James Hutton Institute, Invergowrie, Dundee DD2 5DA, UK
| | - Simon J McQueen-Mason
- Centre for Novel Agricultural Products, Department of Biology, University of York, York YO10 5DD, UK.
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5
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Rojas-Rojas FU, Vega-Arreguín JC. Epigenetic insight into regulatory role of chromatin covalent modifications in lifecycle and virulence of Phytophthora. ENVIRONMENTAL MICROBIOLOGY REPORTS 2021; 13:445-457. [PMID: 33876568 DOI: 10.1111/1758-2229.12954] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 12/08/2020] [Revised: 04/12/2021] [Accepted: 04/14/2021] [Indexed: 06/12/2023]
Abstract
The Oomycota phylum includes fungi-like filamentous microorganisms classified as plant pathogens. The most destructive genus within oomycetes is Phytophthora, which causes diseases in plants of economic importance in agriculture, forestry and ornamental. Phytophthora species are widespread worldwide and some of them enable adaptation to different hosts and environmental changes. The development of sexual and asexual reproductive structures and the secretion of proteins to control plant immunity are critical for the adaptative lifestyle. However, molecular mechanisms underlying the adaptation of Phytophthora to different hosts and environmental changes are poorly understood. In the last decade, the role of epigenetics has gained attention, and important evidence has demonstrated the potential role of chromatin covalent modifications, such as DNA methylation and histone acetylation/methylation, in the regulation of gene expression during Phytophthora development and plant infection. Here, we review for the first time the evidence of the potential role of chromatin covalent modifications in the lifecycle of the phytopathogenic genus Phytophthora, including virulence, and host and environment adaptation processes.
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Affiliation(s)
- Fernando Uriel Rojas-Rojas
- Laboratorio de Ciencias AgroGenómicas, Escuela Nacional de Estudios Superiores Unidad León, Universidad Nacional Autónoma de México (ENES - León, UNAM), Blvd. UNAM 2011, León, Guanajuato, 37684, Mexico
- Laboratorio Nacional PlanTECC, Escuela Nacional de Estudios Superiores Unidad León, Universidad Nacional Autónoma de México (ENES - León, UNAM), Blvd. UNAM 2011, León, Guanajuato, 37684, Mexico
| | - Julio C Vega-Arreguín
- Laboratorio de Ciencias AgroGenómicas, Escuela Nacional de Estudios Superiores Unidad León, Universidad Nacional Autónoma de México (ENES - León, UNAM), Blvd. UNAM 2011, León, Guanajuato, 37684, Mexico
- Laboratorio Nacional PlanTECC, Escuela Nacional de Estudios Superiores Unidad León, Universidad Nacional Autónoma de México (ENES - León, UNAM), Blvd. UNAM 2011, León, Guanajuato, 37684, Mexico
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6
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Sharma S, Sundaresha S, Bhardwaj V. Biotechnological approaches in management of oomycetes diseases. 3 Biotech 2021; 11:274. [PMID: 34040923 DOI: 10.1007/s13205-021-02810-y] [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: 12/15/2020] [Accepted: 04/24/2021] [Indexed: 11/26/2022] Open
Abstract
Plant pathogenic oomycetes cause significant impact on agriculture and, therefore, their management is utmost important. Though conventional methods to combat these pathogens (resistance breeding and use of fungicides) are available but these are limited by the availability of resistant cultivars due to evolution of new pathogenic races, development of resistance in the pathogens against agrochemicals and their potential hazardous effects on the environment and human health. This has fuelled a continual search for novel and alternate strategies for management of phytopathogens. The recent advances in oomycetes genome (Phytophthora infestans, P. ramorum, P. sojae, Pythium ultimum, Albugo candida etc.) would further help in understanding host-pathogen interactions essentially needed for designing effective management strategies. In the present communication the novel and alternate strategies for the management of oomycetes diseases are discussed.
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Affiliation(s)
- Sanjeev Sharma
- ICAR-Central Potato Research Institute, Shimla, Himachal Pradesh 171001 India
| | - S Sundaresha
- ICAR-Central Potato Research Institute, Shimla, Himachal Pradesh 171001 India
| | - Vinay Bhardwaj
- ICAR-Central Potato Research Institute, Shimla, Himachal Pradesh 171001 India
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7
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de Vries S, de Vries J, Archibald JM, Slamovits CH. Comparative analyses of saprotrophy in Salisapilia sapeloensis and diverse plant pathogenic oomycetes reveal lifestyle-specific gene expression. FEMS Microbiol Ecol 2021; 96:5904760. [PMID: 32918444 PMCID: PMC7585586 DOI: 10.1093/femsec/fiaa184] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/28/2020] [Accepted: 09/08/2020] [Indexed: 11/14/2022] Open
Abstract
Oomycetes include many devastating plant pathogens. Across oomycete diversity, plant-infecting lineages are interspersed by non-pathogenic ones. Unfortunately, our understanding of the evolution of lifestyle switches is hampered by a scarcity of data on the molecular biology of saprotrophic oomycetes, ecologically important primary colonizers of dead tissue that can serve as informative reference points for understanding the evolution of pathogens. Here, we established Salisapilia sapeloensis as a tractable system for the study of saprotrophic oomycetes. We generated multiple transcriptomes from S. sapeloensis and compared them with (i) 22 oomycete genomes and (ii) the transcriptomes of eight pathogenic oomycetes grown under 13 conditions. We obtained a global perspective on gene expression signatures of oomycete lifestyles. Our data reveal that oomycete saprotrophs and pathogens use similar molecular mechanisms for colonization but exhibit distinct expression patterns. We identify a S. sapeloensis-specific array and expression of carbohydrate-active enzymes and putative regulatory differences, highlighted by distinct expression levels of transcription factors. Salisapilia sapeloensis expresses only a small repertoire of candidates for virulence-associated genes. Our analyses suggest lifestyle-specific gene regulatory signatures and that, in addition to variation in gene content, shifts in gene regulatory networks underpin the evolution of oomycete lifestyles.
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Affiliation(s)
- Sophie de Vries
- Department of Biochemistry and Molecular Biology, Dalhousie University, 5850 College Street, Halifax, NS B3H 4R2 Canada
| | - Jan de Vries
- Department of Biochemistry and Molecular Biology, Dalhousie University, 5850 College Street, Halifax, NS B3H 4R2 Canada.,Institute of Microbiology, Technische Universität Braunschweig, Spielmannstr. 7, 38106 Braunschweig, Germany.,Department of Applied Bioinformatics, Institute for Microbiology and Genetics, University of Goettingen, Goldschmidtstr. 1, 37077 Goettingen, Germany.,Goettingen Center for Molecular Biosciences (GZMB), University of Goettingen, Justus-von-Liebig-Weg 11, 37077 Goettingen, Germany.,Campus Institute Data Science (CIDAS), University of Goettingen, Goldschmidtstr. 1, 37077 Goettingen, Germany
| | - John M Archibald
- Department of Biochemistry and Molecular Biology, Dalhousie University, 5850 College Street, Halifax, NS B3H 4R2 Canada
| | - Claudio H Slamovits
- Department of Biochemistry and Molecular Biology, Dalhousie University, 5850 College Street, Halifax, NS B3H 4R2 Canada
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8
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RNA Interference Strategies for Future Management of Plant Pathogenic Fungi: Prospects and Challenges. PLANTS 2021; 10:plants10040650. [PMID: 33805521 PMCID: PMC8067263 DOI: 10.3390/plants10040650] [Citation(s) in RCA: 29] [Impact Index Per Article: 7.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Subscribe] [Scholar Register] [Received: 03/04/2021] [Revised: 03/24/2021] [Accepted: 03/25/2021] [Indexed: 12/11/2022]
Abstract
Plant pathogenic fungi are the largest group of disease-causing agents on crop plants and represent a persistent and significant threat to agriculture worldwide. Conventional approaches based on the use of pesticides raise social concern for the impact on the environment and human health and alternative control methods are urgently needed. The rapid improvement and extensive implementation of RNA interference (RNAi) technology for various model and non-model organisms has provided the initial framework to adapt this post-transcriptional gene silencing technology for the management of fungal pathogens. Recent studies showed that the exogenous application of double-stranded RNA (dsRNA) molecules on plants targeting fungal growth and virulence-related genes provided disease attenuation of pathogens like Botrytis cinerea, Sclerotinia sclerotiorum and Fusarium graminearum in different hosts. Such results highlight that the exogenous RNAi holds great potential for RNAi-mediated plant pathogenic fungal disease control. Production of dsRNA can be possible by using either in-vitro or in-vivo synthesis. In this review, we describe exogenous RNAi involved in plant pathogenic fungi and discuss dsRNA production, formulation, and RNAi delivery methods. Potential challenges that are faced while developing a RNAi strategy for fungal pathogens, such as off-target and epigenetic effects, with their possible solutions are also discussed.
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9
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Tani S, Nishio N, Kai K, Hagiwara D, Ogata Y, Tojo M, Sumitani JI, Judelson HS, Kawaguchi T. Chemical genetic approach using β-rubromycin reveals that a RIO kinase-like protein is involved in morphological development in Phytophthora infestans. Sci Rep 2020; 10:22326. [PMID: 33339950 PMCID: PMC7749174 DOI: 10.1038/s41598-020-79326-7] [Citation(s) in RCA: 4] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/25/2020] [Accepted: 12/08/2020] [Indexed: 11/10/2022] Open
Abstract
To characterize the molecular mechanisms underlying life-stage transitions in Phytophthora infestans, we initiated a chemical genetics approach by screening for a stage-specific inhibitor of morphological development from microbial culture extracts prepared mostly from actinomycetes from soil in Japan. Of the more than 700 extracts, one consistently inhibited Ph. infestans cyst germination. Purification and identification of the active compound by ESI–MS, 1H-NMR, and 13C-NMR identified β-rubromycin as the inhibitor of cyst germination (IC50 = 19.8 μg/L); β-rubromycin did not inhibit growth on rye media, sporangium formation, zoospore release, cyst formation, or appressorium formation in Ph. infestans. Further analyses revealed that β-rubromycin inhibited the germination of cysts and oospores in Pythium aphanidermatum. A chemical genetic approach revealed that β-rubromycin stimulated the expression of RIO kinase-like gene (PITG_04584) by 60-fold in Ph. infestans. Genetic analyses revealed that PITG_04584, which lacks close non-oomycete relatives, was involved in zoosporogenesis, cyst germination, and appressorium formation in Ph. infestans. These data imply that further functional analyses of PITG_04584 may contribute to new methods to suppress diseases caused by oomycetes.
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Affiliation(s)
- Shuji Tani
- Graduate School of Life and Environmental Sciences, Osaka Prefecture University, Osaka, 599-8531, Japan.
| | - Naotaka Nishio
- Graduate School of Life and Environmental Sciences, Osaka Prefecture University, Osaka, 599-8531, Japan
| | - Kenji Kai
- Graduate School of Life and Environmental Sciences, Osaka Prefecture University, Osaka, 599-8531, Japan
| | - Daisuke Hagiwara
- Medical Mycology Research Center, Chiba University, Chiba, Japan.,Faculty of Life and Environmental Sciences, University of Tsukuba, Tsukuba, Ibaraki, Japan
| | - Yoshiyuki Ogata
- Graduate School of Life and Environmental Sciences, Osaka Prefecture University, Osaka, 599-8531, Japan
| | - Motoaki Tojo
- Graduate School of Life and Environmental Sciences, Osaka Prefecture University, Osaka, 599-8531, Japan
| | - Jun-Ichi Sumitani
- Graduate School of Life and Environmental Sciences, Osaka Prefecture University, Osaka, 599-8531, Japan
| | - Howard S Judelson
- Department of Microbiology and Plant Pathology, University of California, Riverside, Riverside, CA, USA
| | - Takashi Kawaguchi
- Graduate School of Life and Environmental Sciences, Osaka Prefecture University, Osaka, 599-8531, Japan
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10
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Vu AL, Leesutthiphonchai W, Ah-Fong AMV, Judelson HS. Defining Transgene Insertion Sites and Off-Target Effects of Homology-Based Gene Silencing Informs the Application of Functional Genomics Tools in Phytophthora infestans. MOLECULAR PLANT-MICROBE INTERACTIONS : MPMI 2019; 32:915-927. [PMID: 30811313 DOI: 10.1094/mpmi-09-18-0265-ta] [Citation(s) in RCA: 5] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 05/20/2023]
Abstract
DNA transformation and homology-based transcriptional silencing are frequently used to assess gene function in Phytophthora spp. Since unplanned side-effects of these tools are not well-characterized, we used P. infestans to study plasmid integration sites and whether knockdowns caused by homology-dependent silencing spread to other genes. Insertions occurred both in gene-dense and gene-sparse regions but disproportionately near the 5' ends of genes, which disrupted native coding sequences. Microhomology at the recombination site between plasmid and chromosome was common. Studies of transformants silenced for 12 different gene targets indicated that neighbors within 500 nt were often cosilenced, regardless of whether hairpin or sense constructs were employed and the direction of transcription of the target. However, this cis spreading of silencing did not occur in all transformants obtained with the same plasmid. Genome-wide studies indicated that unlinked genes with partial complementarity with the silencing-inducing transgene were not usually down-regulated. We learned that hairpin or sense transgenes were not cosilenced with the target in all transformants, which informs how screens for silencing should be performed. We conclude that transformation and gene silencing can be reliable tools for functional genomics in Phytophthora spp. but must be used carefully, especially by testing for the spread of silencing to genes flanking the target.
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Affiliation(s)
- Andrea L Vu
- Department of Microbiology and Plant Pathology, University of California, Riverside, CA 92521, U.S.A
| | | | - Audrey M V Ah-Fong
- Department of Microbiology and Plant Pathology, University of California, Riverside, CA 92521, U.S.A
| | - Howard S Judelson
- Department of Microbiology and Plant Pathology, University of California, Riverside, CA 92521, U.S.A
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11
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Goulin EH, Galdeano DM, Granato LM, Matsumura EE, Dalio RJD, Machado MA. RNA interference and CRISPR: Promising approaches to better understand and control citrus pathogens. Microbiol Res 2019; 226:1-9. [PMID: 31284938 DOI: 10.1016/j.micres.2019.03.006] [Citation(s) in RCA: 8] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/03/2018] [Revised: 02/16/2019] [Accepted: 03/16/2019] [Indexed: 12/26/2022]
Abstract
Citrus crops have great economic importance worldwide. However, citrus production faces many diseases caused by different pathogens, such as bacteria, oomycetes, fungi and viruses. To overcome important plant diseases in general, new technologies have been developed and applied to crop protection, including RNA interference (RNAi) and clustered regularly interspaced short palindromic repeat (CRISPR)/CRISPR-associated (Cas) systems. RNAi has been demonstrated to be a powerful tool for application in plant defence mechanisms against different pathogens as well as their respective vectors, and CRISPR/Cas system has become widely used in gene editing or reprogramming or knocking out any chosen DNA/RNA sequence. In this article, we provide an overview of the use of RNAi and CRISPR/Cas technologies in management strategies to control several plants diseases, and we discuss how these strategies can be potentially used against citrus pathogens.
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Affiliation(s)
- Eduardo Henrique Goulin
- Centro de Citricultura Sylvio Moreira/IAC, Rodovia Anhanguera, Km 158, Cordeiropolis, SP, Brazil.
| | - Diogo Manzano Galdeano
- Centro de Citricultura Sylvio Moreira/IAC, Rodovia Anhanguera, Km 158, Cordeiropolis, SP, Brazil
| | - Laís Moreira Granato
- Centro de Citricultura Sylvio Moreira/IAC, Rodovia Anhanguera, Km 158, Cordeiropolis, SP, Brazil
| | | | | | - Marcos Antonio Machado
- Centro de Citricultura Sylvio Moreira/IAC, Rodovia Anhanguera, Km 158, Cordeiropolis, SP, Brazil
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12
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Leesutthiphonchai W, Judelson HS. A MADS-box transcription factor regulates a central step in sporulation of the oomycete Phytophthora infestans. Mol Microbiol 2018; 110:562-575. [PMID: 30194883 DOI: 10.1111/mmi.14114] [Citation(s) in RCA: 19] [Impact Index Per Article: 2.7] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/28/2018] [Revised: 08/22/2018] [Accepted: 08/25/2018] [Indexed: 11/28/2022]
Abstract
MADS-box transcription factors play significant roles in eukaryotes, but have not yet been characterized in oomycetes. Here, we describe a MADS-box protein from Phytophthora infestans, which causes late blight of potato. P. infestans and most other oomycetes express a single MADS-box gene. PiMADS is not transcribed during vegetative growth, but is induced early during asexual sporulation. Its mRNA levels oscillate in response to light, which suppresses sporulation. The protein was not detected in nonsporulating mycelia, but was found in sporulating mycelia and spores. Both mRNA and protein levels decline upon spore germination. A similar expression pattern as well as nuclear localization was observed when the protein was expressed with a fluorescent tag from the native promoter. Gene silencing triggered by a construct expressing 478 nt of MADS sequences indicated that PiMADS is required for sporulation but not hyphal growth or plant colonization. A comparison of wild type to a silenced strain by RNA-seq indicated that PiMADS regulates about 3000 sporulation-associated genes, and acts before other genes previously shown to regulate sporulation. Analysis of the silenced strain also indicated that the native gene was not transcribed while the transgene was still expressed, which contradicts current models for homology-dependent silencing in oomycetes.
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Affiliation(s)
| | - Howard S Judelson
- Department of Microbiology and Plant Pathology, University of California, Riverside, CA, 92521, USA
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13
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Generating Gene Silenced Mutants in Phytophthora sojae. Methods Mol Biol 2018. [PMID: 30182241 DOI: 10.1007/978-1-4939-8724-5_18] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register]
Abstract
Phytophthora species are notorious pathogens of plants and cause enormous damage to agriculture. In order to understand Phytophthora pathogenesis, gene silencing and knockout methods are important for the investigation of gene functions. Although CRISPR/Cas9-based gene knockout procedures have been developed in Phytophthora sojae and Phytophthora capsici, it may not always be the best choice especially when knockout mutation leads to lethality. Therefore, gene silencing is a very useful tool for functional analysis of target genes in Phytophthora. This chapter introduces a gene silencing protocol for the soybean pathogen P. sojae. An expression cassette is incorporated into the P. sojae genome through PEG-mediated protoplast transformation, which leads to constitutive production of antisense RNA transcripts. These transcripts are able to target mRNAs through sequence complementarity and effectively reduce the expression of the target genes.
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14
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Wang Y, Jin X, Rui H, Liu T, Hou J. Cold Temperature Regulation of Zoospore Release in Phytophthora sojae: The Genes That Differentially Expressed by Cold Temperature. RUSS J GENET+ 2018. [DOI: 10.1134/s1022795418060133] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.1] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/23/2022]
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15
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Hardham AR, Blackman LM. Phytophthora cinnamomi. MOLECULAR PLANT PATHOLOGY 2018; 19:260-285. [PMID: 28519717 PMCID: PMC6637996 DOI: 10.1111/mpp.12568] [Citation(s) in RCA: 96] [Impact Index Per Article: 13.7] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 01/06/2017] [Revised: 04/20/2017] [Accepted: 05/11/2017] [Indexed: 05/12/2023]
Abstract
Phytophthora cinnamomi is one of the most devastating plant pathogens in the world. It infects close to 5000 species of plants, including many of importance in agriculture, forestry and horticulture. The inadvertent introduction of P. cinnamomi into natural ecosystems, including a number of recognized Global Biodiversity Hotspots, has had disastrous consequences for the environment and the biodiversity of flora and fauna. The genus Phytophthora belongs to the Class Oomycetes, a group of fungus-like organisms that initiate plant disease through the production of motile zoospores. Disease control is difficult in agricultural and forestry situations and even more challenging in natural ecosystems as a result of the scale of the problem and the limited range of effective chemical inhibitors. The development of sustainable control measures for the future management of P. cinnamomi requires a comprehensive understanding of the cellular and molecular basis of pathogen development and pathogenicity. The application of next-generation sequencing technologies to generate genomic and transcriptomic data promises to underpin a new era in P. cinnamomi research and discovery. The aim of this review is to integrate bioinformatic analyses of P. cinnamomi sequence data with current knowledge of the cellular and molecular basis of P. cinnamomi growth, development and plant infection. The goal is to provide a framework for future research by highlighting potential pathogenicity genes, shedding light on their possible functions and identifying suitable targets for future control measures. TAXONOMY Phytophthora cinnamomi Rands; Kingdom Chromista; Phylum Oomycota or Pseudofungi; Class Oomycetes; Order Peronosporales; Family Peronosporaceae; genus Phytophthora. HOST RANGE Infects about 5000 species of plants, including 4000 Australian native species. Host plants important for agriculture and forestry include avocado, chestnut, macadamia, oak, peach and pineapple. DISEASE SYMPTOMS A root pathogen which causes rotting of fine and fibrous roots, but which can also cause stem cankers. Root damage may inhibit water movement from roots to shoots, leading to dieback of young shoots. USEFUL WEBSITES: http://fungidb.org/fungidb/; http://genome.jgi.doe.gov/Phyci1/Phyci1.home.html; http://www.ncbi.nlm.nih.gov/assembly/GCA_001314365.1; http://www.ncbi.nlm.nih.gov/assembly/GCA_001314505.1.
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Affiliation(s)
- Adrienne R. Hardham
- Plant Science Division, Research School of Biology, College of Medicine, Biology and EnvironmentThe Australian National UniversityCanberraACT 2601Australia
| | - Leila M. Blackman
- Plant Science Division, Research School of Biology, College of Medicine, Biology and EnvironmentThe Australian National UniversityCanberraACT 2601Australia
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Dubey A, Jeon J. Epigenetic regulation of development and pathogenesis in fungal plant pathogens. MOLECULAR PLANT PATHOLOGY 2017; 18:887-898. [PMID: 27749982 PMCID: PMC6638268 DOI: 10.1111/mpp.12499] [Citation(s) in RCA: 22] [Impact Index Per Article: 2.8] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 05/15/2016] [Revised: 10/10/2016] [Accepted: 10/12/2016] [Indexed: 05/08/2023]
Abstract
Evidently, epigenetics is at forefront in explaining the mechanisms underlying the success of human pathogens and in the identification of pathogen-induced modifications within host plants. However, there is a lack of studies highlighting the role of epigenetics in the modulation of the growth and pathogenicity of fungal plant pathogens. In this review, we attempt to highlight and discuss the role of epigenetics in the regulation of the growth and pathogenicity of fungal phytopathogens using Magnaporthe oryzae, a devastating fungal plant pathogen, as a model system. With the perspective of wide application in the understanding of the development, pathogenesis and control of other fungal pathogens, we attempt to provide a synthesized view of the epigenetic studies conducted on M. oryzae to date. First, we discuss the mechanisms of epigenetic modifications in M. oryzae and their impact on fungal development and pathogenicity. Second, we highlight the unexplored epigenetic mechanisms and areas of research that should be considered in the near future to construct a holistic view of epigenetic functioning in M. oryzae and other fungal plant pathogens. Importantly, the development of a complete understanding of the modulation of epigenetic regulation in fungal pathogens can help in the identification of target points to combat fungal pathogenesis.
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Affiliation(s)
- Akanksha Dubey
- Department of BiotechnologyCollege of Life and Applied Sciences, Yeungnam UniversityGyeongsanGyeongbuk38541South Korea
| | - Junhyun Jeon
- Department of BiotechnologyCollege of Life and Applied Sciences, Yeungnam UniversityGyeongsanGyeongbuk38541South Korea
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Jia J, Lu W, Zhong C, Zhou R, Xu J, Liu W, Gou X, Wang Q, Yin J, Xu C, Shan W. The 25-26 nt Small RNAs in Phytophthora parasitica Are Associated with Efficient Silencing of Homologous Endogenous Genes. Front Microbiol 2017; 8:773. [PMID: 28512457 PMCID: PMC5411455 DOI: 10.3389/fmicb.2017.00773] [Citation(s) in RCA: 25] [Impact Index Per Article: 3.1] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/12/2017] [Accepted: 04/13/2017] [Indexed: 02/01/2023] Open
Abstract
Small RNAs (sRNAs) are important non-coding RNA regulators, playing key roles in developmental regulation, transposon suppression, environmental response, host-pathogen interaction and other diverse biological processes. However, their roles in oomycetes are poorly understood. Here, we performed sRNA sequencing and RNA sequencing of Phytophthora parasitica at stages of vegetative growth and infection of Arabidopsis roots to examine diversity and function of sRNAs in P. parasitica, a model hemibiotrophic oomycete plant pathogen. Our results indicate that there are two distinct types of sRNA-generating loci in P. parasitica genome, giving rise to clusters of 25-26 nt and 21 nt sRNAs, respectively, with no significant strand-biases. The 25-26 nt sRNA loci lie predominantly in gene-sparse and repeat-rich regions, and overlap with over 7000 endogenous gene loci. These overlapped genes are typically P. parasitica species-specific, with no homologies to the sister species P. infestans. They include approximately 40% RXLR effector genes, 50% CRN effector genes and some elicitor genes. The transcripts of most of these genes could not be detected at both the vegetative mycelium and infection stages as revealed by RNA sequencing, indicating that the 25-26 nt sRNAs are associated with efficient silencing of these genes. The 21 nt sRNA loci typically overlap with the exon regions of highly expressed genes, suggesting that the biogenesis of the 21 nt sRNAs may be dependent on the level of gene transcription and that these sRNAs do not mediate efficient silencing of homologous genes. Analyses of the published P. infestans sRNA and mRNA sequencing data consistently show that the 25-26 nt sRNAs, but not the 21 nt sRNAs, may mediate efficient gene silencing in Phytophthora.
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Affiliation(s)
- Jinbu Jia
- State Key Laboratory of Crop Stress Biology for Arid Areas and College of Plant Protection, Northwest A&F UniversityYangling, China
| | - Wenqin Lu
- State Key Laboratory of Crop Stress Biology for Arid Areas and College of Plant Protection, Northwest A&F UniversityYangling, China
| | - Chengcheng Zhong
- State Key Laboratory of Crop Stress Biology for Arid Areas and College of Plant Protection, Northwest A&F UniversityYangling, China
| | - Ran Zhou
- State Key Laboratory of Crop Stress Biology for Arid Areas and College of Plant Protection, Northwest A&F UniversityYangling, China
| | - Junjie Xu
- State Key Laboratory of Crop Stress Biology for Arid Areas and College of Plant Protection, Northwest A&F UniversityYangling, China
| | - Wei Liu
- State Key Laboratory of Crop Stress Biology for Arid Areas and College of Plant Protection, Northwest A&F UniversityYangling, China
| | - Xiuhong Gou
- State Key Laboratory of Crop Stress Biology for Arid Areas and College of Plant Protection, Northwest A&F UniversityYangling, China
| | - Qinhu Wang
- State Key Laboratory of Crop Stress Biology for Arid Areas and College of Plant Protection, Northwest A&F UniversityYangling, China
| | - Junliang Yin
- State Key Laboratory of Crop Stress Biology for Arid Areas and College of Plant Protection, Northwest A&F UniversityYangling, China
| | - Cheng Xu
- Chongqing Tobacco Research InstituteChongqing, China
| | - Weixing Shan
- State Key Laboratory of Crop Stress Biology for Arid Areas and College of Plant Protection, Northwest A&F UniversityYangling, China.,State Key Laboratory of Crop Stress Biology for Arid Areas and College of Agronomy, Northwest A&F UniversityYangling, China
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An LRR receptor kinase regulates growth, development and pathogenesis in Phytophthora capsici. Microbiol Res 2017; 198:8-15. [DOI: 10.1016/j.micres.2017.01.008] [Citation(s) in RCA: 9] [Impact Index Per Article: 1.1] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/10/2016] [Revised: 11/27/2016] [Accepted: 01/23/2017] [Indexed: 11/20/2022]
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Hwu FY, Lai MW, Liou RF. PpMID1 Plays a Role in the Asexual Development and Virulence of Phytophthora parasitica. Front Microbiol 2017; 8:610. [PMID: 28469602 PMCID: PMC5395580 DOI: 10.3389/fmicb.2017.00610] [Citation(s) in RCA: 6] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/25/2016] [Accepted: 03/27/2017] [Indexed: 01/01/2023] Open
Abstract
Phytophthora parasitica is a notorious oomycete pathogen that causes severe disease in a wide variety of crop species. Infection of plants involves mainly its asexual life stage, including papillate sporangia and biflagellated zoospores, which are the primary dispersal and infection agents of this pathogen. Calcium signaling has been thought as the key regulator for sporangium formation and zoospore differentiation. However, not much is known about the molecular players involved in these processes. In Saccharomyces cerevisiae, mating pheromone-induced death 1 (MID1) encodes a component of a putative calcium channel. Here, we identified and characterized the function of PpMID1, an MID1 homolog from P. parasitica. The expression of PpMID1 was high in sporangia. Gene silencing of PpMID1 resulted in the formation of sporangia that lacked papilla and showed a tendency for direct germination. Notably, in response to cold shock to induce zoospore formation, these sporangia showed no sign of cytoplasmic cleavage and thereby failed to form zoospores. Nonetheless, the addition of CaCl2 or MgCl2 partially recovered the silenced sporangia phenotype, with the formation of papillate sporangia similar to those of the wild type and the release of zoospores upon cold shock. As well, virulence toward Nicotiana benthamiana was reduced in the PpMID1-silenced transformants. These results indicate a role of PpMID1 in the asexual development and virulence of P. parasitica.
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Affiliation(s)
- Fang-Yu Hwu
- Department of Plant Pathology and Microbiology, National Taiwan UniversityTaipei, Taiwan
| | - Ming-Wei Lai
- Department of Plant Pathology and Microbiology, National Taiwan UniversityTaipei, Taiwan
| | - Ruey-Fen Liou
- Department of Plant Pathology and Microbiology, National Taiwan UniversityTaipei, Taiwan
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Ah-Fong AMV, Kim KS, Judelson HS. RNA-seq of life stages of the oomycete Phytophthora infestans reveals dynamic changes in metabolic, signal transduction, and pathogenesis genes and a major role for calcium signaling in development. BMC Genomics 2017; 18:198. [PMID: 28228125 PMCID: PMC5322657 DOI: 10.1186/s12864-017-3585-x] [Citation(s) in RCA: 70] [Impact Index Per Article: 8.8] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/03/2016] [Accepted: 02/13/2017] [Indexed: 01/02/2023] Open
Abstract
BACKGROUND The oomycete Phytophthora infestans causes the devastating late blight diseases of potato and tomato. P. infestans uses spores for dissemination and infection, like many other filamentous eukaryotic plant pathogens. The expression of a subset of its genes during spore formation and germination were studied previously, but comprehensive genome-wide data have not been available. RESULTS RNA-seq was used to profile hyphae, sporangia, sporangia undergoing zoosporogenesis, motile zoospores, and germinated cysts of P. infestans. Parallel studies of two isolates generated robust expression calls for 16,000 of 17,797 predicted genes, with about 250 transcribed in one isolate but not the other. The largest changes occurred in the transition from hyphae to sporangia, when >4200 genes were up-regulated. More than 1350 of these were induced >100-fold, accounting for 26% of total mRNA. Genes encoding calcium-binding proteins, cation channels, signaling proteins, and flagellar proteins were over-represented in genes up-regulated in sporangia. Proteins associated with pathogenicity were transcribed in waves with subclasses induced during zoosporogenesis, in zoospores, or in germinated cysts. Genes involved in most metabolic pathways were down-regulated upon sporulation and reactivated during cyst germination, although there were exceptions such as DNA replication, where transcripts peaked in zoospores. Inhibitor studies indicated that the transcription of two-thirds of genes induced during zoosporogenesis relied on calcium signaling. A sporulation-induced protein kinase was shown to bind a constitutive Gβ-like protein, which contributed to fitness based on knock-down analysis. CONCLUSIONS Spore formation and germination involves the staged expression of a large subset of the transcriptome, commensurate with the importance of spores in the life cycle. A comparison of the RNA-seq results with the older microarray data indicated that information is now available for about twice the number of genes than before. Analyses based on function revealed dynamic changes in genes involved in pathogenicity, metabolism, and signaling, with diversity in expression observed within members of multigene families and between isolates. The effects of calcium signaling, a spore-induced protein kinase, and an interacting Gβ-like protein were also demonstrated experimentally. The results reveal aspects of oomycete biology that underly their success as pathogens and potential targets for crop protection chemicals.
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Affiliation(s)
- Audrey M. V. Ah-Fong
- Department of Plant Pathology and Microbiology, University of California, Riverside, CA 92521 USA
| | - Kyoung Su Kim
- Department of Plant Pathology and Microbiology, University of California, Riverside, CA 92521 USA
- Present address: Department of Applied Biology, College of Agriculture and Life Sciences, Kangwon National University, Chuncheon, Korea
| | - Howard S. Judelson
- Department of Plant Pathology and Microbiology, University of California, Riverside, CA 92521 USA
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Abrahamian M, Ah-Fong AMV, Davis C, Andreeva K, Judelson HS. Gene Expression and Silencing Studies in Phytophthora infestans Reveal Infection-Specific Nutrient Transporters and a Role for the Nitrate Reductase Pathway in Plant Pathogenesis. PLoS Pathog 2016; 12:e1006097. [PMID: 27936244 PMCID: PMC5176271 DOI: 10.1371/journal.ppat.1006097] [Citation(s) in RCA: 35] [Impact Index Per Article: 3.9] [Reference Citation Analysis] [Abstract] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/21/2016] [Revised: 12/21/2016] [Accepted: 11/28/2016] [Indexed: 11/19/2022] Open
Abstract
To help learn how phytopathogens feed from their hosts, genes for nutrient transporters from the hemibiotrophic potato and tomato pest Phytophthora infestans were annotated. This identified 453 genes from 19 families. Comparisons with a necrotrophic oomycete, Pythium ultimum var. ultimum, and a hemibiotrophic fungus, Magnaporthe oryzae, revealed diversity in the size of some families although a similar fraction of genes encoded transporters. RNA-seq of infected potato tubers, tomato leaves, and several artificial media revealed that 56 and 207 transporters from P. infestans were significantly up- or down-regulated, respectively, during early infection timepoints of leaves or tubers versus media. About 17 were up-regulated >4-fold in both leaves and tubers compared to media and expressed primarily in the biotrophic stage. The transcription pattern of many genes was host-organ specific. For example, the mRNA level of a nitrate transporter (NRT) was about 100-fold higher during mid-infection in leaves, which are nitrate-rich, than in tubers and three types of artificial media, which are nitrate-poor. The NRT gene is physically linked with genes encoding nitrate reductase (NR) and nitrite reductase (NiR), which mobilize nitrate into ammonium and amino acids. All three genes were coregulated. For example, the three genes were expressed primarily at mid-stage infection timepoints in both potato and tomato leaves, but showed little expression in potato tubers. Transformants down-regulated for all three genes were generated by DNA-directed RNAi, with silencing spreading from the NR target to the flanking NRT and NiR genes. The silenced strains were nonpathogenic on leaves but colonized tubers. We propose that the nitrate assimilation genes play roles both in obtaining nitrogen for amino acid biosynthesis and protecting P. infestans from natural or fertilization-induced nitrate and nitrite toxicity. Little is known of how plant pathogens adapt to different growth conditions and host tissues. To understand the interaction between the filamentous eukaryotic microbe Phytophthora infestans and its potato and tomato hosts, we mined the genome for genes encoding proteins involved in nutrient uptake and measured their expression in leaves, tubers, and three artificial media. We observed dynamic changes between the growth conditions, and identified transporters expressed mainly in the biotrophic stage, leaves, tubers, or artificial media. When we blocked the expression of a nitrate transporter and two other genes involved in assimilating nitrate, we observed that those genes were required for successful colonization of nitrate-rich leaves but not nitrate-poor tissues, and that nitrate had become toxic to the silenced strains. We therefore hypothesize that the nitrate assimilation pathway may help the pathogen use inorganic nitrogen for nutrition and/or detoxify nitrate when its levels may become damaging.
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Affiliation(s)
- Melania Abrahamian
- Department of Plant Pathology and Microbiology, University of California, Riverside, California, United States of America
| | - Audrey M. V. Ah-Fong
- Department of Plant Pathology and Microbiology, University of California, Riverside, California, United States of America
| | - Carol Davis
- Department of Plant Pathology and Microbiology, University of California, Riverside, California, United States of America
| | - Kalina Andreeva
- Department of Plant Pathology and Microbiology, University of California, Riverside, California, United States of America
| | - Howard S. Judelson
- Department of Plant Pathology and Microbiology, University of California, Riverside, California, United States of America
- * E-mail:
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Wang XW, Guo LY, Han M, Shan K. Diversity, evolution and expression profiles of histone acetyltransferases and deacetylases in oomycetes. BMC Genomics 2016; 17:927. [PMID: 27852223 PMCID: PMC5112689 DOI: 10.1186/s12864-016-3285-y] [Citation(s) in RCA: 6] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/21/2016] [Accepted: 11/09/2016] [Indexed: 11/18/2022] Open
Abstract
BACKGROUND Oomycetes are a group of fungus-like eukaryotes with diverse microorganisms living in marine, freshwater and terrestrial environments. Many of them are important pathogens of plants and animals, causing severe economic losses. Based on previous study, gene expression in eukaryotic cells is regulated by epigenetic mechanisms such as DNA methylation and histone modification. However, little is known about epigenetic mechanisms of oomycetes. RESULTS In this study, we investigated the candidate genes in regulating histone acetylation in oomycetes genomes through bioinformatics approaches and identified a group of diverse histone acetyltransferases (HATs) and histone deacetylases (HDACs), along with three putative novel HATs. Phylogenetic analyses suggested that most of these oomycetes HATs and HDACs derived from distinct evolutionary ancestors. Phylogenetic based analysis revealed the complex and distinct patterns of duplications and losses of HATs and HDACs in oomycetes. Moreover, gene expression analysis unveiled the specific expression patterns of the 33 HATs and 11 HDACs of Phytophthora infestans during the stages of development, infection and stress response. CONCLUSIONS In this study, we reveal the structure, diversity and the phylogeny of HATs and HDACs of oomycetes. By analyzing the expression data, we provide an overview of the specific biological stages of these genes involved. Our datasets provide useful inputs to help explore the epigenetic mechanisms and the relationship between genomes and phenotypes of oomycetes.
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Affiliation(s)
- Xiao-Wen Wang
- Department of Plant Pathology and the Ministry of Agriculture Key Laboratory for Plant Pathology, China Agricultural University, Beijing, 100193, China
| | - Li-Yun Guo
- Department of Plant Pathology and the Ministry of Agriculture Key Laboratory for Plant Pathology, China Agricultural University, Beijing, 100193, China.
| | - Miao Han
- Department of Plant Pathology and the Ministry of Agriculture Key Laboratory for Plant Pathology, China Agricultural University, Beijing, 100193, China
| | - Kun Shan
- Department of Plant Pathology and the Ministry of Agriculture Key Laboratory for Plant Pathology, China Agricultural University, Beijing, 100193, China
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Strain Specific Factors Control Effector Gene Silencing in Phytophthora sojae. PLoS One 2016; 11:e0150530. [PMID: 26930612 PMCID: PMC4773254 DOI: 10.1371/journal.pone.0150530] [Citation(s) in RCA: 13] [Impact Index Per Article: 1.4] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/06/2015] [Accepted: 02/15/2016] [Indexed: 12/04/2022] Open
Abstract
The Phytophthora sojae avirulence gene Avr3a encodes an effector that is capable of triggering immunity on soybean plants carrying the resistance gene Rps3a. P. sojae strains that express Avr3a are avirulent to Rps3a plants, while strains that do not are virulent. To study the inheritance of Avr3a expression and virulence towards Rps3a, genetic crosses and self-fertilizations were performed. A cross between P. sojae strains ACR10 X P7076 causes transgenerational gene silencing of Avr3a allele, and this effect is meiotically stable up to the F5 generation. However, test-crosses of F1 progeny (ACR10 X P7076) with strain P6497 result in the release of silencing of Avr3a. Expression of Avr3a in the progeny is variable and correlates with the phenotypic penetrance of the avirulence trait. The F1 progeny from a direct cross of P6497 X ACR10 segregate for inheritance for Avr3a expression, a result that could not be explained by parental imprinting or heterozygosity. Analysis of small RNA arising from the Avr3a gene sequence in the parental strains and hybrid progeny suggests that the presence of small RNA is necessary but not sufficient for gene silencing. Overall, we conclude that inheritance of the Avr3a gene silenced phenotype relies on factors that are variable among P. sojae strains.
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Bollmann SR, Fang Y, Press CM, Tyler BM, Grünwald NJ. Diverse Evolutionary Trajectories for Small RNA Biogenesis Genes in the Oomycete Genus Phytophthora. FRONTIERS IN PLANT SCIENCE 2016; 7:284. [PMID: 27014308 PMCID: PMC4791657 DOI: 10.3389/fpls.2016.00284] [Citation(s) in RCA: 11] [Impact Index Per Article: 1.2] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Received: 01/21/2016] [Accepted: 02/22/2016] [Indexed: 05/10/2023]
Abstract
Gene regulation by small RNA pathways is ubiquitous among eukaryotes, but little is known about small RNA pathways in the Stramenopile kingdom. Phytophthora, a genus of filamentous oomycetes, contains many devastating plant pathogens, causing multibillion-dollar damage to crops, ornamental plants, and natural environments. The genomes of several oomycetes including Phytophthora species such as the soybean pathogen P. sojae, have been sequenced, allowing evolutionary analysis of small RNA-processing enzymes. This study examined the evolutionary origins of the oomycete small RNA-related genes Dicer-like (DCL), and RNA-dependent RNA polymerase (RDR) through broad phylogenetic analyses of the key domains. Two Dicer gene homologs, DCL1 and DCL2, and one RDR homolog were cloned and analyzed from P. sojae. Gene expression analysis revealed only minor changes in transcript levels among different life stages. Oomycete DCL1 homologs clustered with animal and plant Dicer homologs in evolutionary trees, whereas oomycete DCL2 homologs clustered basally to the tree along with Drosha homologs. Phylogenetic analysis of the RDR homologs confirmed a previous study that suggested the last common eukaryote ancestor possessed three RDR homologs, which were selectively retained or lost in later lineages. Our analysis clarifies the position of some Unikont and Chromalveolate RDR lineages within the tree, including oomycete homologs. Finally, we analyzed alterations in the domain structure of oomycete Dicer and RDR homologs, specifically focusing on the proposed domain transfer of the DEAD-box helicase domain from Dicer to RDR. Implications of the oomycete domain structure are discussed, and possible roles of the two oomycete Dicer homologs are proposed.
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Affiliation(s)
- Stephanie R. Bollmann
- Horticultural Crop Research Unit, USDA-Agricultural Research ServiceCorvallis, OR, USA
| | - Yufeng Fang
- Department of Botany and Plant Pathology and Center for Genome Biology and Biocomputing, Oregon State UniversityCorvallis, OR, USA
- Interdisciplinary Ph.D. Program in Genetics, Bioinformatics and Computational Biology, Virginia TechBlacksburg, VA, USA
| | - Caroline M. Press
- Horticultural Crop Research Unit, USDA-Agricultural Research ServiceCorvallis, OR, USA
| | - Brett M. Tyler
- Department of Botany and Plant Pathology and Center for Genome Biology and Biocomputing, Oregon State UniversityCorvallis, OR, USA
| | - Niklaus J. Grünwald
- Horticultural Crop Research Unit, USDA-Agricultural Research ServiceCorvallis, OR, USA
- Department of Botany and Plant Pathology and Center for Genome Biology and Biocomputing, Oregon State UniversityCorvallis, OR, USA
- *Correspondence: Niklaus J. Grünwald
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Åsman AKM, Vetukuri RR, Jahan SN, Fogelqvist J, Corcoran P, Avrova AO, Whisson SC, Dixelius C. Fragmentation of tRNA in Phytophthora infestans asexual life cycle stages and during host plant infection. BMC Microbiol 2014; 14:308. [PMID: 25492044 PMCID: PMC4272539 DOI: 10.1186/s12866-014-0308-1] [Citation(s) in RCA: 25] [Impact Index Per Article: 2.3] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/08/2014] [Accepted: 11/24/2014] [Indexed: 12/17/2022] Open
Abstract
Background The oomycete Phytophthora infestans possesses active RNA silencing pathways, which presumably enable this plant pathogen to control the large numbers of transposable elements present in its 240 Mb genome. Small RNAs (sRNAs), central molecules in RNA silencing, are known to also play key roles in this organism, notably in regulation of critical effector genes needed for infection of its potato host. Results To identify additional classes of sRNAs in oomycetes, we mapped deep sequencing reads to transfer RNAs (tRNAs) thereby revealing the presence of 19–40 nt tRNA-derived RNA fragments (tRFs). Northern blot analysis identified abundant tRFs corresponding to half tRNA molecules. Some tRFs accumulated differentially during infection, as seen by examining sRNAs sequenced from P. infestans-potato interaction libraries. The putative connection between tRF biogenesis and the canonical RNA silencing pathways was investigated by employing hairpin RNA-mediated RNAi to silence the genes encoding P. infestans Argonaute (PiAgo) and Dicer (PiDcl) endoribonucleases. By sRNA sequencing we show that tRF accumulation is PiDcl1-independent, while Northern hybridizations detected reduced levels of specific tRNA-derived species in the PiAgo1 knockdown line. Conclusions Our findings extend the sRNA diversity in oomycetes to include fragments derived from non-protein-coding RNA transcripts and identify tRFs with elevated levels during infection of potato by P. infestans. Electronic supplementary material The online version of this article (doi:10.1186/s12866-014-0308-1) contains supplementary material, which is available to authorized users.
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Affiliation(s)
- Anna K M Åsman
- Department of Plant Biology, Uppsala BioCenter, Linnéan Centre for Plant Biology, Swedish University of Agricultural Sciences, PO. Box 7080, SE-75007, Uppsala, Sweden.
| | - Ramesh R Vetukuri
- Department of Plant Biology, Uppsala BioCenter, Linnéan Centre for Plant Biology, Swedish University of Agricultural Sciences, PO. Box 7080, SE-75007, Uppsala, Sweden.
| | - Sultana N Jahan
- Department of Plant Biology, Uppsala BioCenter, Linnéan Centre for Plant Biology, Swedish University of Agricultural Sciences, PO. Box 7080, SE-75007, Uppsala, Sweden.
| | - Johan Fogelqvist
- Department of Plant Biology, Uppsala BioCenter, Linnéan Centre for Plant Biology, Swedish University of Agricultural Sciences, PO. Box 7080, SE-75007, Uppsala, Sweden.
| | - Pádraic Corcoran
- Department of Plant Biology, Uppsala BioCenter, Linnéan Centre for Plant Biology, Swedish University of Agricultural Sciences, PO. Box 7080, SE-75007, Uppsala, Sweden. .,Current affiliation: Department of Evolutionary Biology, Uppsala University, SE-75236, Uppsala, Sweden.
| | - Anna O Avrova
- Cell and Molecular Sciences, The James Hutton Institute, Invergowrie, Dundee, DD2 5DA, UK.
| | - Stephen C Whisson
- Cell and Molecular Sciences, The James Hutton Institute, Invergowrie, Dundee, DD2 5DA, UK.
| | - Christina Dixelius
- Department of Plant Biology, Uppsala BioCenter, Linnéan Centre for Plant Biology, Swedish University of Agricultural Sciences, PO. Box 7080, SE-75007, Uppsala, Sweden.
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Whisson S, Vetukuri R, Avrova A, Dixelius C. Can silencing of transposons contribute to variation in effector gene expression in Phytophthora infestans? Mob Genet Elements 2014; 2:110-114. [PMID: 22934246 PMCID: PMC3429519 DOI: 10.4161/mge.20265] [Citation(s) in RCA: 32] [Impact Index Per Article: 2.9] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 02/07/2023] Open
Abstract
Transposable elements are ubiquitous residents in eukaryotic genomes. Often considered to be genomic parasites, they can lead to dramatic changes in genome organization, gene expression, and gene evolution. The oomycete plant pathogen Phytophthora infestans has evolved a genome organization where core biology genes are predominantly located in genome regions that have relatively few resident transposons. In contrast, disease effector-encoding genes are most frequently located in rapidly evolving genomic regions that are rich in transposons. P. infestans, as a eukaryote, likely uses RNA silencing to minimize the activity of transposons. We have shown that fusion of a short interspersed element (SINE) to an effector gene in P. infestans leads to the silencing of both the introduced fusion and endogenous homologous sequences. This is also likely to occur naturally in the genome of P. infestans, as transcriptional inactivation of effectors is known to occur, and over half of the translocated "RXLR class" of effectors are located within 2 kb of transposon sequences in the P. infestans genome. In this commentary, we review the diverse transposon inventory of P. infestans, its control by RNA silencing, and consequences for expression modulation of nearby effector genes in this economically important plant pathogen.
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Vega-Arreguín JC, Jalloh A, Bos JI, Moffett P. Recognition of an Avr3a homologue plays a major role in mediating nonhost resistance to Phytophthora capsici in Nicotiana species. MOLECULAR PLANT-MICROBE INTERACTIONS : MPMI 2014; 27:770-80. [PMID: 24725207 DOI: 10.1094/mpmi-01-14-0014-r] [Citation(s) in RCA: 31] [Impact Index Per Article: 2.8] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 05/20/2023]
Abstract
Nonhost resistance is a commonly occurring phenomenon wherein all accessions or cultivars of a plant species are resistant to all strains of a pathogen species and is likely the manifestation of multiple molecular mechanisms. Phytophthora capsici is a soil-borne oomycete that causes Phytophthora blight disease in many solanaceous and cucurbitaceous plants worldwide. Interest in P. capsici has increased considerably with the sequencing of its genome and its increasing occurrence in multiple crops. However, molecular interactions between P. capsici and both its hosts and its nonhosts are poorly defined. We show here that tobacco (Nicotiana tabacum) acts like a nonhost for P. capsici and responds to P. capsici infection with a hypersensitive response (HR). Furthermore, we have found that a P. capsici Avr3a-like gene (PcAvr3a1) encoding a putative RXLR effector protein produces a HR upon transient expression in tobacco and several other Nicotiana species. This HR response correlated with resistance in 19 of 23 Nicotiana species and accessions tested, and knock-down of PcAvr3a1 expression by host-induced gene silencing allowed infection of resistant tobacco. Our results suggest that many Nicotiana species have the capacity to recognize PcAvr3a1 via the products of endogenous disease resistance (R) genes and that this R gene-mediated response is a major component of nonhost resistance to P. capsici.
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Kasuga T, Gijzen M. Epigenetics and the evolution of virulence. Trends Microbiol 2013; 21:575-82. [DOI: 10.1016/j.tim.2013.09.003] [Citation(s) in RCA: 18] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/09/2013] [Revised: 09/03/2013] [Accepted: 09/05/2013] [Indexed: 12/21/2022]
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Fahlgren N, Bollmann SR, Kasschau KD, Cuperus JT, Press CM, Sullivan CM, Chapman EJ, Hoyer JS, Gilbert KB, Grünwald NJ, Carrington JC. Phytophthora have distinct endogenous small RNA populations that include short interfering and microRNAs. PLoS One 2013; 8:e77181. [PMID: 24204767 PMCID: PMC3804510 DOI: 10.1371/journal.pone.0077181] [Citation(s) in RCA: 55] [Impact Index Per Article: 4.6] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/21/2013] [Accepted: 09/06/2013] [Indexed: 12/21/2022] Open
Abstract
In eukaryotes, RNA silencing pathways utilize 20-30-nucleotide small RNAs to regulate gene expression, specify and maintain chromatin structure, and repress viruses and mobile genetic elements. RNA silencing was likely present in the common ancestor of modern eukaryotes, but most research has focused on plant and animal RNA silencing systems. Phytophthora species belong to a phylogenetically distinct group of economically important plant pathogens that cause billions of dollars in yield losses annually as well as ecologically devastating outbreaks. We analyzed the small RNA-generating components of the genomes of P. infestans, P. sojae and P. ramorum using bioinformatics, genetic, phylogenetic and high-throughput sequencing-based methods. Each species produces two distinct populations of small RNAs that are predominantly 21- or 25-nucleotides long. The 25-nucleotide small RNAs were primarily derived from loci encoding transposable elements and we propose that these small RNAs define a pathway of short-interfering RNAs that silence repetitive genetic elements. The 21-nucleotide small RNAs were primarily derived from inverted repeats, including a novel microRNA family that is conserved among the three species, and several gene families, including Crinkler effectors and type III fibronectins. The Phytophthora microRNA is predicted to target a family of amino acid/auxin permeases, and we propose that 21-nucleotide small RNAs function at the post-transcriptional level. The functional significance of microRNA-guided regulation of amino acid/auxin permeases and the association of 21-nucleotide small RNAs with Crinkler effectors remains unclear, but this work provides a framework for testing the role of small RNAs in Phytophthora biology and pathogenesis in future work.
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Affiliation(s)
- Noah Fahlgren
- Donald Danforth Plant Science Center, St. Louis, Missouri, United States of America
- Center for Genome Research and Biocomputing, Department of Botany and Plant Pathology, Oregon State University, Corvallis, Oregon, United States of America
| | - Stephanie R. Bollmann
- Horticultural Crops Research Laboratory, USDA Agricultural Research Service, Corvallis, Oregon, United States of America
| | - Kristin D. Kasschau
- Center for Genome Research and Biocomputing, Department of Botany and Plant Pathology, Oregon State University, Corvallis, Oregon, United States of America
| | - Josh T. Cuperus
- Center for Genome Research and Biocomputing, Department of Botany and Plant Pathology, Oregon State University, Corvallis, Oregon, United States of America
| | - Caroline M. Press
- Horticultural Crops Research Laboratory, USDA Agricultural Research Service, Corvallis, Oregon, United States of America
| | - Christopher M. Sullivan
- Center for Genome Research and Biocomputing, Department of Botany and Plant Pathology, Oregon State University, Corvallis, Oregon, United States of America
| | - Elisabeth J. Chapman
- Center for Genome Research and Biocomputing, Department of Botany and Plant Pathology, Oregon State University, Corvallis, Oregon, United States of America
| | - J. Steen Hoyer
- Donald Danforth Plant Science Center, St. Louis, Missouri, United States of America
| | - Kerrigan B. Gilbert
- Donald Danforth Plant Science Center, St. Louis, Missouri, United States of America
| | - Niklaus J. Grünwald
- Horticultural Crops Research Laboratory, USDA Agricultural Research Service, Corvallis, Oregon, United States of America
- * E-mail: (NJG); (JCC)
| | - James C. Carrington
- Donald Danforth Plant Science Center, St. Louis, Missouri, United States of America
- Center for Genome Research and Biocomputing, Department of Botany and Plant Pathology, Oregon State University, Corvallis, Oregon, United States of America
- * E-mail: (NJG); (JCC)
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bZIP transcription factors in the oomycete phytophthora infestans with novel DNA-binding domains are involved in defense against oxidative stress. EUKARYOTIC CELL 2013; 12:1403-12. [PMID: 23975888 DOI: 10.1128/ec.00141-13] [Citation(s) in RCA: 32] [Impact Index Per Article: 2.7] [Reference Citation Analysis] [Abstract] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 01/08/2023]
Abstract
Transcription factors of the basic leucine zipper (bZIP) family control development and stress responses in eukaryotes. To date, only one bZIP has been described in any oomycete; oomycetes are members of the stramenopile kingdom. In this study, we describe the identification of 38 bZIPs from the Phytophthora infestans genome. Half contain novel substitutions in the DNA-binding domain at a site that in other eukaryotes is reported to always be Asn. Interspecific comparisons indicated that the novel substitutions (usually Cys, but also Val and Tyr) arose after oomycetes diverged from other stramenopiles. About two-thirds of P. infestans bZIPs show dynamic changes in mRNA levels during the life cycle, with many of the genes being upregulated in sporangia, zoospores, or germinated zoospore cysts. One bZIP with the novel Cys substitution was shown to reside in the nucleus throughout growth and development. Using stable gene silencing, the functions of eight bZIPs with the Cys substitution were tested. All but one were found to play roles in protecting P. infestans from hydrogen peroxide-induced injury, and it is proposed that the novel Cys substitution serves as a redox sensor. A ninth bZIP lacking the novel Asn-to-Cys substitution, but having Cys nearby, was also shown through silencing to contribute to defense against peroxide. Little effect on asexual development, plant pathogenesis, or resistance to osmotic stress was observed in transformants silenced for any of the nine bZIPs.
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Vetukuri RR, Asman AK, Jahan SN, Avrova AO, Whisson SC, Dixelius C. Phenotypic diversification by gene silencing in Phytophthora plant pathogens. Commun Integr Biol 2013; 6:e25890. [PMID: 24563702 PMCID: PMC3917941 DOI: 10.4161/cib.25890] [Citation(s) in RCA: 9] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/20/2013] [Revised: 07/23/2013] [Accepted: 07/24/2013] [Indexed: 12/11/2022] Open
Abstract
Advances in genome sequencing technologies have enabled generation of unprecedented information on genome content and organization. Eukaryote genomes in particular may contain large populations of transposable elements (TEs) and other repeated sequences. Active TEs can result in insertional mutations, altered transcription levels and ectopic recombination of DNA. The genome of the oomycete plant pathogen, Phytophthora infestans, contains vast numbers of TE sequences. There are also hundreds of predicted disease-promoting effector proteins, predominantly located in TE-rich genomic regions. Expansion of effector gene families is also a genomic signature of related oomycetes such as P. sojae. Deep sequencing of small RNAs (sRNAs) from P. infestans has identified sRNAs derived from all families of transposons, highlighting the importance of RNA silencing for maintaining these genomic invaders in an inactive form. Small RNAs were also identified from specific effector encoding genes, possibly leading to RNA silencing of these genes and variation in pathogenicity and virulence toward plant resistance genes. Similar findings have also recently been made for the distantly related species, P. sojae. Small RNA “hotspots” originating from arrays of amplified gene sequences, or from genes displaying overlapping antisense transcription, were also identified in P. infestans. These findings suggest a major role for RNA silencing processes in the adaptability and diversification of these economically important plant pathogens. Here we review the latest progress and understanding of gene silencing in oomycetes with emphasis on transposable elements and sRNA-associated events.
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Affiliation(s)
- Ramesh R Vetukuri
- Department of Plant Biology and Forest Genetics; Uppsala BioCenter; Swedish University of Agricultural Sciences and Linnean Center for Plant Biology; Uppsala, Sweden
| | - Anna Km Asman
- Department of Plant Biology and Forest Genetics; Uppsala BioCenter; Swedish University of Agricultural Sciences and Linnean Center for Plant Biology; Uppsala, Sweden
| | - Sultana N Jahan
- Department of Plant Biology and Forest Genetics; Uppsala BioCenter; Swedish University of Agricultural Sciences and Linnean Center for Plant Biology; Uppsala, Sweden
| | - Anna O Avrova
- Cell and Molecular Sciences; The James Hutton Institute; Invergowrie; Dundee, UK
| | - Stephen C Whisson
- Cell and Molecular Sciences; The James Hutton Institute; Invergowrie; Dundee, UK
| | - Christina Dixelius
- Department of Plant Biology and Forest Genetics; Uppsala BioCenter; Swedish University of Agricultural Sciences and Linnean Center for Plant Biology; Uppsala, Sweden
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A predicted functional gene network for the plant pathogen Phytophthora infestans as a framework for genomic biology. BMC Genomics 2013; 14:483. [PMID: 23865555 PMCID: PMC3734169 DOI: 10.1186/1471-2164-14-483] [Citation(s) in RCA: 9] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/11/2013] [Accepted: 07/15/2013] [Indexed: 11/10/2022] Open
Abstract
BACKGROUND Associations between proteins are essential to understand cell biology. While this complex interplay between proteins has been studied in model organisms, it has not yet been described for the oomycete late blight pathogen Phytophthora infestans. RESULTS We present an integrative probabilistic functional gene network that provides associations for 37 percent of the predicted P. infestans proteome. Our method unifies available genomic, transcriptomic and comparative genomic data into a single comprehensive network using a Bayesian approach. Enrichment of proteins residing in the same or related subcellular localization validates the biological coherence of our predictions. The network serves as a framework to query existing genomic data using network-based methods, which thus far was not possible in Phytophthora. We used the network to study the set of interacting proteins that are encoded by genes co-expressed during sporulation. This identified potential novel roles for proteins in spore formation through their links to proteins known to be involved in this process such as the phosphatase Cdc14. CONCLUSIONS The functional association network represents a novel genome-wide data source for P. infestans that also acts as a framework to interrogate other system-wide data. In both capacities it will improve our understanding of the complex biology of P. infestans and related oomycete pathogens.
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Roy S, Poidevin L, Jiang T, Judelson HS. Novel core promoter elements in the oomycete pathogen Phytophthora infestans and their influence on expression detected by genome-wide analysis. BMC Genomics 2013; 14:106. [PMID: 23414203 PMCID: PMC3599244 DOI: 10.1186/1471-2164-14-106] [Citation(s) in RCA: 17] [Impact Index Per Article: 1.4] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/16/2012] [Accepted: 01/31/2013] [Indexed: 12/19/2022] Open
Abstract
Background The core promoter is the region flanking the transcription start site (TSS) that directs formation of the pre-initiation complex. Core promoters have been studied intensively in mammals and yeast, but not in more diverse eukaryotes. Here we investigate core promoters in oomycetes, a group within the Stramenopile kingdom that includes important plant and animal pathogens. Prior studies of a small collection of genes proposed that oomycete core promoters contain a 16 to 19 nt motif bearing an Initiator-like sequence (INR) flanked by a novel sequence named FPR, but this has not been extended to whole-genome analysis. Results We used expectation maximization to find over-represented motifs near TSSs of Phytophthora infestans, the potato blight pathogen. The motifs corresponded to INR, FPR, and a new element found about 25 nt downstream of the TSS called DPEP. TATA boxes were not detected. Assays of DPEP function by mutagenesis were consistent with its role as a core motif. Genome-wide searches found a well-conserved combined INR+FPR in only about 13% of genes after correcting for false discovery, which contradicted prior reports that INR and FPR are found together in most genes. INR or FPR were found alone near TSSs in 18% and 7% of genes, respectively. Promoters lacking the motifs had pyrimidine-rich regions near the TSS. The combined INR+FPR motif was linked to higher than average mRNA levels, developmentally-regulated transcription, and functions related to plant infection, while DPEP and FPR were over-represented in constitutively-expressed genes. The INR, FPR, and combined INR+FPR motifs were detected in other oomycetes including Hyaloperonospora arabidopsidis, Phytophthora sojae, Pythium ultimum, and Saprolegnia parasitica, while DPEP was found in all but S. parasitica. Only INR seemed present in a non-oomycete stramenopile. Conclusions The absence of a TATA box and presence of novel motifs show that the oomycete core promoter is diverged from that of model systems, and likely explains the lack of activity of non-oomycete promoters in Phytophthora transformants. The association of the INR+FPR motif with developmentally-regulated genes shows that oomycete core elements influence stage-specific transcription in addition to regulating formation of the pre-initiation complex.
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Affiliation(s)
- Sourav Roy
- Department of Plant Pathology and Microbiology, University of California, 92521, Riverside, CA 92521, USA
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Vetukuri RR, Åsman AKM, Tellgren-Roth C, Jahan SN, Reimegård J, Fogelqvist J, Savenkov E, Söderbom F, Avrova AO, Whisson SC, Dixelius C. Evidence for small RNAs homologous to effector-encoding genes and transposable elements in the oomycete Phytophthora infestans. PLoS One 2012; 7:e51399. [PMID: 23272103 PMCID: PMC3522703 DOI: 10.1371/journal.pone.0051399] [Citation(s) in RCA: 65] [Impact Index Per Article: 5.0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/12/2012] [Accepted: 10/31/2012] [Indexed: 12/03/2022] Open
Abstract
Phytophthora infestans is the oomycete pathogen responsible for the devastating late blight disease on potato and tomato. There is presently an intense research focus on the role(s) of effectors in promoting late blight disease development. However, little is known about how they are regulated, or how diversity in their expression may be generated among different isolates. Here we present data from investigation of RNA silencing processes, characterized by non-coding small RNA molecules (sRNA) of 19-40 nt. From deep sequencing of sRNAs we have identified sRNAs matching numerous RxLR and Crinkler (CRN) effector protein genes in two isolates differing in pathogenicity. Effector gene-derived sRNAs were present in both isolates, but exhibited marked differences in abundance, especially for CRN effectors. Small RNAs in P. infestans grouped into three clear size classes of 21, 25/26 and 32 nt. Small RNAs from all size classes mapped to RxLR effector genes, but notably 21 nt sRNAs were the predominant size class mapping to CRN effector genes. Some effector genes, such as PiAvr3a, to which sRNAs were found, also exhibited differences in transcript accumulation between the two isolates. The P. infestans genome is rich in transposable elements, and the majority of sRNAs of all size classes mapped to these sequences, predominantly to long terminal repeat (LTR) retrotransposons. RNA silencing of Dicer and Argonaute genes provided evidence that generation of 21 nt sRNAs is Dicer-dependent, while accumulation of longer sRNAs was impacted by silencing of Argonaute genes. Additionally, we identified six microRNA (miRNA) candidates from our sequencing data, their precursor sequences from the genome sequence, and target mRNAs. These miRNA candidates have features characteristic of both plant and metazoan miRNAs.
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Affiliation(s)
- Ramesh R Vetukuri
- Department of Plant Biology and Forest Genetics, Uppsala BioCenter, Swedish University of Agricultural Sciences and Linnean Center for Plant Biology, Uppsala, Sweden.
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Dynamics and innovations within oomycete genomes: insights into biology, pathology, and evolution. EUKARYOTIC CELL 2012; 11:1304-12. [PMID: 22923046 DOI: 10.1128/ec.00155-12] [Citation(s) in RCA: 58] [Impact Index Per Article: 4.5] [Reference Citation Analysis] [Abstract] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 11/20/2022]
Abstract
The eukaryotic microbes known as oomycetes are common inhabitants of terrestrial and aquatic environments and include saprophytes and pathogens. Lifestyles of the pathogens extend from biotrophy to necrotrophy, obligate to facultative pathogenesis, and narrow to broad host ranges on plants or animals. Sequencing of several pathogens has revealed striking variation in genome size and content, a plastic set of genes related to pathogenesis, and adaptations associated with obligate biotrophy. Features of genome evolution include repeat-driven expansions, deletions, gene fusions, and horizontal gene transfer in a landscape organized into gene-dense and gene-sparse sectors and influenced by transposable elements. Gene expression profiles are also highly dynamic throughout oomycete life cycles, with transcriptional polymorphisms as well as differences in protein sequence contributing to variation. The genome projects have set the foundation for functional studies and should spur the sequencing of additional species, including more diverse pathogens and nonpathogens.
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Zhang M, Meng Y, Wang Q, Liu D, Quan J, Hardham AR, Shan W. PnPMA1, an atypical plasma membrane H(+)-ATPase, is required for zoospore development in Phytophthora parasitica. Fungal Biol 2012; 116:1013-23. [PMID: 22954344 DOI: 10.1016/j.funbio.2012.07.006] [Citation(s) in RCA: 15] [Impact Index Per Article: 1.2] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/09/2012] [Revised: 07/15/2012] [Accepted: 07/17/2012] [Indexed: 10/28/2022]
Abstract
Biflagellate zoospores are the major infective agents that initiate plant infection for most Phytophthora species. Once released from sporangia, zoospores swim and use a number of tactic responses to actively target host tissues. However, the molecular mechanisms controlling zoospore development and behaviour are largely unknown. Previous studies have shown that the PnPMA1 gene is highly expressed in zoospores and germinated cysts of Phytophthora parasitica and encodes an atypical plasma membrane H(+)-ATPase containing an insertion of ~155 amino acid residues at the C terminus. Using topology determination we now show that the C-terminal insertion loop in the PnPMA1 protein is located in the extracellular space. To elucidate the biological function of PnPMA1, PnPMA1-deficient transformants were generated by homology-dependent gene silencing and were confirmed by quantitative PCR of PnPMA1 transcripts and detection of associated small interfering RNAs (siRNAs). High levels of PnPMA1 silencing in P. parasitica resulted in production of nonflagellate and large aberrant zoospores, rapid transition from zoospores to cysts, and a decreased germination rate of cysts. These results indicate that PnPMA1 plays important roles in zoospore development.
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Affiliation(s)
- Meixiang Zhang
- State Key Laboratory of Crop Stress Biology in Arid Areas and College of Life Sciences, Northwest A&F University, Yangling, Shaanxi 712100, PR China
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Nunes CC, Dean RA. Host-induced gene silencing: a tool for understanding fungal host interaction and for developing novel disease control strategies. MOLECULAR PLANT PATHOLOGY 2012; 13:519-29. [PMID: 22111693 PMCID: PMC6638818 DOI: 10.1111/j.1364-3703.2011.00766.x] [Citation(s) in RCA: 114] [Impact Index Per Article: 8.8] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 05/17/2023]
Abstract
Recent discoveries regarding small RNAs and the mechanisms of gene silencing are providing new opportunities to explore fungal pathogen-host interactions and potential strategies for novel disease control. Plant pathogenic fungi are a constant and major threat to global food security; they represent the largest group of disease-causing agents on crop plants on the planet. An initial understanding of RNA silencing mechanisms and small RNAs was derived from model fungi. Now, new knowledge with practical implications for RNA silencing is beginning to emerge from the study of plant-fungus interactions. Recent studies have shown that the expression of silencing constructs in plants designed on fungal genes can specifically silence their targets in invading pathogenic fungi, such as Fusarium verticillioides, Blumeria graminis and Puccinia striiformis f.sp. tritici. Here, we highlight the important general aspects of RNA silencing mechanisms and emphasize recent findings from plant pathogenic fungi. Strategies to employ RNA silencing to investigate the basis of fungal pathogenesis are discussed. Finally, we address important aspects for the development of fungal-derived resistance through the expression of silencing constructs in host plants as a powerful strategy to control fungal disease.
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Affiliation(s)
- Cristiano C Nunes
- Department of Plant Pathology, Fungal Genomics Laboratory, Center for Integrated Fungal Research, North Carolina State University, Raleigh, NC 27606, USA
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38
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Raffaele S, Kamoun S. Genome evolution in filamentous plant pathogens: why bigger can be better. Nat Rev Microbiol 2012; 10:417-30. [PMID: 22565130 DOI: 10.1038/nrmicro2790] [Citation(s) in RCA: 464] [Impact Index Per Article: 35.7] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/09/2022]
Abstract
Many species of fungi and oomycetes are plant pathogens of great economic importance. Over the past 7 years, the genomes of more than 30 of these filamentous plant pathogens have been sequenced, revealing remarkable diversity in genome size and architecture. Whereas the genomes of many parasites and bacterial symbionts have been reduced over time, the genomes of several lineages of filamentous plant pathogens have been shaped by repeat-driven expansions. In these lineages, the genes encoding proteins involved in host interactions are frequently polymorphic and reside within repeat-rich regions of the genome. Here, we review the properties of these adaptable genome regions and the mechanisms underlying their plasticity, and we illustrate cases in which genome plasticity has contributed to the emergence of new virulence traits. We also discuss how genome expansions may have had an impact on the co-evolutionary conflict between these filamentous plant pathogens and their hosts.
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Affiliation(s)
- Sylvain Raffaele
- The Sainsbury Laboratory, Norwich Research Park, Norwich NR4 7UH, UK
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39
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Vetukuri RR, Tian Z, Avrova AO, Savenkov EI, Dixelius C, Whisson SC. Silencing of the PiAvr3a effector-encoding gene from Phytophthora infestans by transcriptional fusion to a short interspersed element. Fungal Biol 2011; 115:1225-33. [DOI: 10.1016/j.funbio.2011.08.007] [Citation(s) in RCA: 18] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/16/2011] [Accepted: 08/31/2011] [Indexed: 11/25/2022]
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40
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Zhang M, Wang Q, Xu K, Meng Y, Quan J, Shan W. Production of dsRNA sequences in the host plant is not sufficient to initiate gene silencing in the colonizing oomycete pathogen Phytophthora parasitica. PLoS One 2011; 6:e28114. [PMID: 22140518 PMCID: PMC3223229 DOI: 10.1371/journal.pone.0028114] [Citation(s) in RCA: 19] [Impact Index Per Article: 1.4] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/20/2011] [Accepted: 11/01/2011] [Indexed: 11/19/2022] Open
Abstract
Species of the oomycete genus Phytophthora are destructive pathogens, causing extensive losses in agricultural crops and natural ecosystems. A potential disease control approach is the application of RNA silencing technology which has proven to be effective in improving plant resistance against a wide range of pests including parasitic plants, nematodes, insects and fungi. In this study, we tested the potential application of RNA silencing in improving plant disease resistance against oomycete pathogens. The endogenous P. parasitica gene PnPMA1 and the reporter gene GFP were used to evaluate the potential application of host induced gene silencing (HIGS). The GFP-expressing P. parasitica efficiently colonized Arabidopsis thaliana lines stably expressing GFP dsRNA and showed no obvious decrease in GFP signal intensity. Quantitative RT-PCR analyses showed no significant reductions in the abundance of GFP and PnPMA1 transcripts in P. parasitica during colonization of A. thaliana lines stably expressing GFP and PnPMA1 dsRNAs, respectively. Neither GFP siRNAs nor PnPMA1 siRNAs produced by transgenic plants were detected in P. parasitica re-isolated from infected tissues by Northern blot analyses. Phenotypic characterization of zoospores released from infected plant roots expressing PnPMA1 dsRNA showed no motility changes compared with those from wild-type plants. Similar results were obtained by analysis of zoospores released from sporulating hyphae of P. parasitica re-isolated from PnPMA1 dsRNA-expressing plant roots. Thus, the ectopic expression of dsRNA sequences in the host plant is not sufficient to initiate silencing of homologous genes in the colonizing oomycete pathogen, and this may be due to a number of different reasons including the absence of genetic machinery required for uptake of silencing signals in particular dsRNAs which are essential for environmental RNA silencing.
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Affiliation(s)
- Meixiang Zhang
- College of Life Sciences, Northwest A&F University, Yangling, Shaanxi, People's Republic of China
- State Key Laboratory of Crop Stress Biology for Arid Areas, Northwest A&F University, Yangling, Shaanxi, People's Republic of China
| | - Qinhu Wang
- College of Life Sciences, Northwest A&F University, Yangling, Shaanxi, People's Republic of China
- State Key Laboratory of Crop Stress Biology for Arid Areas, Northwest A&F University, Yangling, Shaanxi, People's Republic of China
| | - Ke Xu
- College of Life Sciences, Northwest A&F University, Yangling, Shaanxi, People's Republic of China
- State Key Laboratory of Crop Stress Biology for Arid Areas, Northwest A&F University, Yangling, Shaanxi, People's Republic of China
| | - Yuling Meng
- College of Plant Protection, Northwest A&F University, Yangling, Shaanxi, People's Republic of China
- State Key Laboratory of Crop Stress Biology for Arid Areas, Northwest A&F University, Yangling, Shaanxi, People's Republic of China
| | - Junli Quan
- College of Plant Protection, Northwest A&F University, Yangling, Shaanxi, People's Republic of China
- State Key Laboratory of Crop Stress Biology for Arid Areas, Northwest A&F University, Yangling, Shaanxi, People's Republic of China
| | - Weixing Shan
- College of Plant Protection, Northwest A&F University, Yangling, Shaanxi, People's Republic of China
- State Key Laboratory of Crop Stress Biology for Arid Areas, Northwest A&F University, Yangling, Shaanxi, People's Republic of China
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Vetukuri RR, Avrova AO, Grenville-Briggs LJ, Van West P, Söderbom F, Savenkov EI, Whisson SC, Dixelius C. Evidence for involvement of Dicer-like, Argonaute and histone deacetylase proteins in gene silencing in Phytophthora infestans. MOLECULAR PLANT PATHOLOGY 2011; 12:772-85. [PMID: 21726377 PMCID: PMC6640358 DOI: 10.1111/j.1364-3703.2011.00710.x] [Citation(s) in RCA: 53] [Impact Index Per Article: 3.8] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 05/04/2023]
Abstract
Gene silencing may have a direct or indirect impact on many biological processes in eukaryotic cells, and is a useful tool for the determination of the roles of specific genes. In this article, we report silencing in Phytophthora infestans, an oomycete pathogen of potato and tomato. Gene silencing is known to occur in P. infestans, but its genetic basis has yet to be determined. Genes encoding the major components of the RNA interference (RNAi) pathway, Dicer-like (Pidcl1), Argonaute (Piago1-5) and RNA-directed RNA polymerase (Pirdr1), were identified in the P. infestans genome by comparative genomics, together with families of other genes potentially involved in gene silencing, such as histone deacetylases, histone methyltransferases, DEAD helicases, chromodomain proteins and a class 1 RNaseIII. Real-time reverse transcription-polymerase chain reaction demonstrated transcript accumulation for all candidate genes throughout the asexual lifecycle and plant infection, but at different levels of mRNA abundance. A functional assay was developed in which silencing of the sporulation-associated Picdc14 gene was released by the treatment of protoplasts with in vitro-synthesized double-stranded RNAs homologous to Pidcl1, Piago1/2 and histone deacetylase Pihda1. These results suggest that the components of gene silencing, namely Dicer-like, Argonaute and histone deacetylase, are functional in P. infestans. Our data demonstrate that this oomycete possesses canonical gene silencing pathways similar to those of other eukaryotes.
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Affiliation(s)
- Ramesh R Vetukuri
- Department of Plant Biology and Forest Genetics, Uppsala BioCenter, SLU, 750 07 Uppsala, Sweden.
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Wang Y, Dou D, Wang X, Li A, Sheng Y, Hua C, Cheng B, Chen X, Zheng X, Wang Y. The PsCZF1 gene encoding a C2H2 zinc finger protein is required for growth, development and pathogenesis in Phytophthora sojae. Microb Pathog 2009; 47:78-86. [PMID: 19447167 DOI: 10.1016/j.micpath.2009.04.013] [Citation(s) in RCA: 32] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/13/2008] [Revised: 04/09/2009] [Accepted: 04/29/2009] [Indexed: 01/01/2023]
Abstract
The C(2)H(2) zinc finger proteins form one of the largest families of transcriptional regulators in eukaryotes. We identified a Phytophthora sojae C(2)H(2) zinc finger (PsCZF1), that is highly conserved in sequenced oomycete pathogens. In transformants of P. sojae containing the PsCZF1 promoter fused to the beta-glucuronidase (GUS) reporter gene, GUS activity was highly induced in the P. sojae oospore stage and upregulated after infection. To elucidate the function of PsCZF1, its expression was silenced by introducing anti-sense constructs into P sojae. PsCZF1-silenced transformants did not exhibit altered cell size or morphology of sporangia and hyphae; however, hyphal growth rate was reduced by around 50% in the mutants. PsCZF1-deficient mutants were also impaired in production of oospores, swimming zoospores and germinating cysts, indicating that the gene is involved in various stages of the life cycle. Furthermore, we found that PsCZF1-deficient mutants lost virulence on host soybean cultivars. Our results suggest that this oomycete-specific C(2)H(2)-type zinc finger protein plays an important role in growth, development, and pathogenesis; therefore, PsCZF1 might be an attractive oomycete-specific target for chemical fungicide screening.
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Affiliation(s)
- Yonglin Wang
- Department of Plant Pathology, Nanjing Agricultural University, Nanjing 210095, China
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Widmer TL. Infective Potential of Sporangia and Zoospores of Phytophthora ramorum. PLANT DISEASE 2009; 93:30-35. [PMID: 30764267 DOI: 10.1094/pdis-93-1-0030] [Citation(s) in RCA: 11] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Abstract] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 06/09/2023]
Abstract
Phytophthora species produce sporangia that either germinate directly or release zoospores, depending upon environmental conditions. Previous Phytophthora spp. inoculation trials have used both sporangia and zoospores as the inoculum type. However, it is unknown what impact propagule type has on disease. Rhododendron leaf disks were inoculated with P. ramorum zoospores (75, 500, or 2,400 per disk), sporangia (75 per disk), or sporangia plus trifluoperazine hydrochloride (TFP) (75 per disk), a chemical that inhibits zoospore formation. Combining results from two different isolates, the highest concentration of zoospores (2,400 per disk) induced a significantly higher percentage of necrotic leaf disk area (96.6%) than sporangia (87.6%) and 500 zoospores per disk (88.7%). The sporangia plus TFP treatment had the lowest necrosis at 47.5%. Rooted rhododendron cuttings had a higher percentage of necrotic leaves per plant when inoculated with zoospores (3,000 or 50,000 per ml) or cysts (50,000 per ml) than with sporangia (3,000 per ml) with or without TFP. The percentage of necrotic leaf area was significantly higher when cysts or zoospores were inoculated at 50,000 per ml than sporangia without TFP and zoospores at 3,000 per ml. All treatments were significantly higher in the percentage of necrotic leaf area than the leaves treated with sporangia plus TFP. This demonstrates that the full inoculum potential may not be achieved when sporangia are used as the inoculum propagule.
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Affiliation(s)
- T L Widmer
- Foreign Disease and Weed Science Research Unit, USDA/ARS, 1301 Ditto Avenue, Fort Detrick, MD 21702
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Ah-Fong AM, Bormann-Chung CA, Judelson HS. Optimization of transgene-mediated silencing in Phytophthora infestans and its association with small-interfering RNAs. Fungal Genet Biol 2008; 45:1197-205. [DOI: 10.1016/j.fgb.2008.05.009] [Citation(s) in RCA: 61] [Impact Index Per Article: 3.6] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/26/2008] [Revised: 05/18/2008] [Accepted: 05/19/2008] [Indexed: 11/30/2022]
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Judelson HS, Ah-Fong AMV, Aux G, Avrova AO, Bruce C, Cakir C, da Cunha L, Grenville-Briggs L, Latijnhouwers M, Ligterink W, Meijer HJG, Roberts S, Thurber CS, Whisson SC, Birch PRJ, Govers F, Kamoun S, van West P, Windass J. Gene expression profiling during asexual development of the late blight pathogen Phytophthora infestans reveals a highly dynamic transcriptome. MOLECULAR PLANT-MICROBE INTERACTIONS : MPMI 2008; 21:433-47. [PMID: 18321189 DOI: 10.1094/mpmi-21-4-0433] [Citation(s) in RCA: 60] [Impact Index Per Article: 3.5] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 05/15/2023]
Abstract
Much of the pathogenic success of Phytophthora infestans, the potato and tomato late blight agent, relies on its ability to generate from mycelia large amounts of sporangia, which release zoospores that encyst and form infection structures. To better understand these stages, Affymetrix GeneChips based on 15,650 unigenes were designed and used to profile the life cycle. Approximately half of P. infestans genes were found to exhibit significant differential expression between developmental transitions, with approximately (1)/(10) being stage-specific and most changes occurring during zoosporogenesis. Quantitative reverse-transcription polymerase chain reaction assays confirmed the robustness of the array results and showed that similar patterns of differential expression were obtained regardless of whether hyphae were from laboratory media or infected tomato. Differentially expressed genes encode potential cellular regulators, especially protein kinases; metabolic enzymes such as those involved in glycolysis, gluconeogenesis, or the biosynthesis of amino acids or lipids; regulators of DNA synthesis; structural proteins, including predicted flagellar proteins; and pathogenicity factors, including cell-wall-degrading enzymes, RXLR effector proteins, and enzymes protecting against plant defense responses. Curiously, some stage-specific transcripts do not appear to encode functional proteins. These findings reveal many new aspects of oomycete biology, as well as potential targets for crop protection chemicals.
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Affiliation(s)
- Howard S Judelson
- Department of Plant Pathology and Microbiology, University of California, Riverside 92521, USA.
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