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Wang S, McLellan H, Boevink PC, Birch PRJ. RxLR Effectors: Master Modulators, Modifiers and Manipulators. MOLECULAR PLANT-MICROBE INTERACTIONS : MPMI 2023; 36:754-763. [PMID: 37750829 DOI: 10.1094/mpmi-05-23-0054-cr] [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: 09/27/2023]
Abstract
Cytoplasmic effectors with an Arg-any amino acid-Arg-Leu (RxLR) motif are encoded by hundreds of genes within the genomes of oomycete Phytophthora spp. and downy mildew pathogens. There has been a dramatic increase in our understanding of the evolution, function, and recognition of these effectors. Host proteins with a wide range of subcellular localizations and functions are targeted by RxLR effectors. Many processes are manipulated, including transcription, post-translational modifications, such as phosphorylation and ubiquitination, secretion, and intracellular trafficking. This involves an array of RxLR effector modes-of-action, including stabilization or destabilization of protein targets, altering or disrupting protein complexes, inhibition or utility of target enzyme activities, and changing the location of protein targets. Interestingly, approximately 50% of identified host proteins targeted by RxLR effectors are negative regulators of immunity. Avirulence RxLR effectors may be directly or indirectly detected by nucleotide-binding leucine-rich repeat resistance (NLR) proteins. Direct recognition by a single NLR of RxLR effector orthologues conserved across multiple Phytophthora pathogens may provide wide protection of diverse crops. Failure of RxLR effectors to interact with or appropriately manipulate target proteins in nonhost plants has been shown to restrict host range. This knowledge can potentially be exploited to alter host targets to prevent effector interaction, providing a barrier to host infection. Finally, recent evidence suggests that RxLR effectors, like cytoplasmic effectors from fungal pathogen Magnaporthe oryzae, may enter host cells via clathrin-mediated endocytosis. [Formula: see text] Copyright © 2023 The Author(s). This is an open access article distributed under the CC BY-NC-ND 4.0 International license.
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Affiliation(s)
- Shumei Wang
- Department of Microbiology and Plant Pathology, Center for Plant Cell Biology, Institute for Integrative Genome Biology, University of California, Riverside, CA, U.S.A
| | - Hazel McLellan
- Division of Plant Sciences, School of Life Sciences, University of Dundee, at James Hutton Institute, Invergowrie, Dundee DD2 5DA, U.K
| | - Petra C Boevink
- Cell and Molecular Sciences, James Hutton Institute, Invergowrie, Dundee DD2 5DA, U.K
| | - Paul R J Birch
- Division of Plant Sciences, School of Life Sciences, University of Dundee, at James Hutton Institute, Invergowrie, Dundee DD2 5DA, U.K
- Cell and Molecular Sciences, James Hutton Institute, Invergowrie, Dundee DD2 5DA, U.K
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Nur M, Wood K, Michelmore R. EffectorO: Motif-Independent Prediction of Effectors in Oomycete Genomes Using Machine Learning and Lineage Specificity. MOLECULAR PLANT-MICROBE INTERACTIONS : MPMI 2023; 36:397-410. [PMID: 36853198 DOI: 10.1094/mpmi-11-22-0236-ta] [Citation(s) in RCA: 1] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 06/18/2023]
Abstract
Oomycete plant pathogens cause a wide variety of diseases, including late blight of potato, sudden oak death, and downy mildews of plants. These pathogens are major contributors to loss in numerous food crops. Oomycetes secrete effector proteins to manipulate their hosts to the advantage of the pathogen. Plants have evolved to recognize effectors, resulting in an evolutionary cycle of defense and counter-defense in plant-microbe interactions. This selective pressure results in highly diverse effector sequences that can be difficult to computationally identify using only sequence similarity. We developed a novel effector prediction tool, EffectorO, that uses two complementary approaches to predict effectors in oomycete pathogen genomes: i) a machine learning-based pipeline that predicts effector probability based on the biochemical properties of the N-terminal amino-acid sequence of a protein and ii) a pipeline based on lineage specificity to find proteins that are unique to one species or genus, a sign of evolutionary divergence due to adaptation to the host. We tested EffectorO on Bremia lactucae, which causes lettuce downy mildew, and Phytophthora infestans, which causes late blight of potato and tomato, and predicted many novel effector candidates while recovering the majority of known effector candidates. EffectorO will be useful for discovering novel families of oomycete effectors without relying on sequence similarity to known effectors. [Formula: see text] Copyright © 2023 The Author(s). This is an open access article distributed under the CC BY-NC-ND 4.0 International license.
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Affiliation(s)
- Munir Nur
- The Genome Center, University of California, Davis, CA, U.S.A
| | - Kelsey Wood
- The Genome Center, University of California, Davis, CA, U.S.A
- Integrative Genetics & Genomics Graduate Group, University of California, Davis, CA, U.S.A
| | - Richard Michelmore
- The Genome Center, University of California, Davis, CA, U.S.A
- Departments of Plant Sciences, Molecular & Cellular Biology, Medical Microbiology & Immunology, University of California, Davis, CA, U.S.A
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Park JS, Kang MY, Shim EJ, Oh J, Seo KI, Kim KS, Sim SC, Chung SM, Park Y, Lee GP, Lee WS, Kim M, Jung JK. Genome-wide core sets of SNP markers and Fluidigm assays for rapid and effective genotypic identification of Korean cultivars of lettuce ( Lactuca sativa L.). HORTICULTURE RESEARCH 2022; 9:uhac119. [PMID: 35928401 PMCID: PMC9343917 DOI: 10.1093/hr/uhac119] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Track Full Text] [Subscribe] [Scholar Register] [Received: 07/07/2021] [Accepted: 05/04/2022] [Indexed: 05/08/2023]
Abstract
Lettuce is one of the economically important leaf vegetables and is cultivated mainly in temperate climate areas. Cultivar identification based on the distinctness, uniformity, and stability (DUS) test is a prerequisite for new cultivar registration. However, DUS testing based on morphological features is time-consuming, labor-intensive, and costly, and can also be influenced by environmental factors. Thus, molecular markers have also been used for the identification of genetic diversity as an effective, accurate, and stable method. Currently, genome-wide single nucleotide polymorphisms (SNPs) using next-generation sequencing technology are commonly applied in genetic research on diverse plant species. This study aimed to establish an effective and high-throughput cultivar identification system for lettuce using core sets of SNP markers developed by genotyping by sequencing (GBS). GBS identified 17 877 high-quality SNPs for 90 commercial lettuce cultivars. Genetic differentiation analyses based on the selected SNPs classified the lettuce cultivars into three main groups. Core sets of 192, 96, 48, and 24 markers were further selected and validated using the Fluidigm platform. Phylogenetic analyses based on all core sets of SNPs successfully discriminated individual cultivars that have been currently recognized. These core sets of SNP markers will support the construction of a DNA database of lettuce that can be useful for cultivar identification and purity testing, as well as DUS testing in the plant variety protection system. Additionally, this work will facilitate genetic research to improve breeding in lettuce.
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Affiliation(s)
- Jee-Soo Park
- Seed Testing and Research Center, Korea Seed & Variety Service, Gimcheon 39660, Republic of Korea
| | - Min-Young Kang
- Seed Testing and Research Center, Korea Seed & Variety Service, Gimcheon 39660, Republic of Korea
| | - Eun-Jo Shim
- Seed Testing and Research Center, Korea Seed & Variety Service, Gimcheon 39660, Republic of Korea
| | - JongHee Oh
- Seed Testing and Research Center, Korea Seed & Variety Service, Gimcheon 39660, Republic of Korea
| | - Kyoung-In Seo
- Seed Testing and Research Center, Korea Seed & Variety Service, Gimcheon 39660, Republic of Korea
| | - Kyung Seok Kim
- Department of Natural Resource Ecology and Management, Iowa State University, Ames IA 50011, USA
| | - Sung-Chur Sim
- Department of Bioresources Engineering, Sejong University, Seoul 05006, Republic of Korea
| | - Sang-Min Chung
- Department of Life Sciences, Dongguk University, Seoul 04620, Republic of Korea
| | - Younghoon Park
- Department of Horticultural Bioscience, Pusan National University, Miryang 50463, South Korea
| | - Gung Pyo Lee
- Department of Plant Science and Technology, Chung-Ang University, Ansung 17546, South Korea
| | - Won-Sik Lee
- Seed Testing and Research Center, Korea Seed & Variety Service, Gimcheon 39660, Republic of Korea
| | - Minkyung Kim
- Department of Bioresources Engineering, Sejong University, Seoul 05006, Republic of Korea
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Wood KJ, Nur M, Gil J, Fletcher K, Lakeman K, Gann D, Gothberg A, Khuu T, Kopetzky J, Naqvi S, Pandya A, Zhang C, Maisonneuve B, Pel M, Michelmore R. Effector prediction and characterization in the oomycete pathogen Bremia lactucae reveal host-recognized WY domain proteins that lack the canonical RXLR motif. PLoS Pathog 2020; 16:e1009012. [PMID: 33104763 PMCID: PMC7644090 DOI: 10.1371/journal.ppat.1009012] [Citation(s) in RCA: 20] [Impact Index Per Article: 5.0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/15/2020] [Revised: 11/05/2020] [Accepted: 09/29/2020] [Indexed: 12/11/2022] Open
Abstract
Pathogens that infect plants and animals use a diverse arsenal of effector proteins to suppress the host immune system and promote infection. Identification of effectors in pathogen genomes is foundational to understanding mechanisms of pathogenesis, for monitoring field pathogen populations, and for breeding disease resistance. We identified candidate effectors from the lettuce downy mildew pathogen Bremia lactucae by searching the predicted proteome for the WY domain, a structural fold found in effectors that has been implicated in immune suppression as well as effector recognition by host resistance proteins. We predicted 55 WY domain containing proteins in the genome of B. lactucae and found substantial variation in both sequence and domain architecture. These candidate effectors exhibit several characteristics of pathogen effectors, including an N-terminal signal peptide, lineage specificity, and expression during infection. Unexpectedly, only a minority of B. lactucae WY effectors contain the canonical N-terminal RXLR motif, which is a conserved feature in the majority of cytoplasmic effectors reported in Phytophthora spp. Functional analysis of 21 effectors containing WY domains revealed 11 that elicited cell death on wild accessions and domesticated lettuce lines containing resistance genes, indicative of recognition of these effectors by the host immune system. Only two of the 11 recognized effectors contained the canonical RXLR motif, suggesting that there has been an evolutionary divergence in sequence motifs between genera; this has major consequences for robust effector prediction in oomycete pathogens.
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Affiliation(s)
- Kelsey J. Wood
- The Genome Center, University of California, Davis, Davis, California, United States of America
- Integrative Genetics & Genomics Graduate Group, University of California, Davis, Davis, California, United States of America
| | - Munir Nur
- The Genome Center, University of California, Davis, Davis, California, United States of America
| | - Juliana Gil
- The Genome Center, University of California, Davis, Davis, California, United States of America
- Plant Pathology Graduate Group, University of California, Davis, Davis, California, United States of America
| | - Kyle Fletcher
- The Genome Center, University of California, Davis, Davis, California, United States of America
| | | | - Dasan Gann
- The Genome Center, University of California, Davis, Davis, California, United States of America
| | - Ayumi Gothberg
- The Genome Center, University of California, Davis, Davis, California, United States of America
| | - Tina Khuu
- The Genome Center, University of California, Davis, Davis, California, United States of America
| | - Jennifer Kopetzky
- The Genome Center, University of California, Davis, Davis, California, United States of America
| | - Sanye Naqvi
- The Genome Center, University of California, Davis, Davis, California, United States of America
| | - Archana Pandya
- The Genome Center, University of California, Davis, Davis, California, United States of America
| | - Chi Zhang
- The Genome Center, University of California, Davis, Davis, California, United States of America
| | | | | | - Richard Michelmore
- The Genome Center, University of California, Davis, Davis, California, United States of America
- Departments of Plant Sciences, Molecular & Cellular Biology, Medical Microbiology & Immunology, University of California, Davis, Davis, California, United States of America
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Pelgrom AJE, Meisrimler CN, Elberse J, Koorman T, Boxem M, Van den Ackerveken G. Host interactors of effector proteins of the lettuce downy mildew Bremia lactucae obtained by yeast two-hybrid screening. PLoS One 2020; 15:e0226540. [PMID: 32396563 PMCID: PMC7217486 DOI: 10.1371/journal.pone.0226540] [Citation(s) in RCA: 7] [Impact Index Per Article: 1.8] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/01/2019] [Accepted: 04/24/2020] [Indexed: 12/26/2022] Open
Abstract
Plant pathogenic bacteria, fungi and oomycetes secrete effector proteins to manipulate host cell processes to establish a successful infection. Over the last decade the genomes and transcriptomes of many agriculturally important plant pathogens have been sequenced and vast candidate effector repertoires were identified using bioinformatic analyses. Elucidating the contribution of individual effectors to pathogenicity is the next major hurdle. To advance our understanding of the molecular mechanisms underlying lettuce susceptibility to the downy mildew Bremia lactucae, we mapped physical interactions between B. lactucae effectors and lettuce candidate target proteins. Using a lettuce cDNA library-based yeast-two-hybrid system, 61 protein-protein interactions were identified, involving 21 B. lactucae effectors and 46 unique lettuce proteins. The top ten interactors based on the number of independent colonies identified in the Y2H and two interactors that belong to gene families involved in plant immunity, were further characterized. We determined the subcellular localization of the fluorescently tagged lettuce proteins and their interacting effectors. Importantly, relocalization of effectors or their interactors to the nucleus was observed for four protein-pairs upon their co-expression, supporting their interaction in planta.
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Affiliation(s)
- Alexandra J. E. Pelgrom
- Plant–Microbe Interactions, Department of Biology, Utrecht University, Utrecht, The Netherlands
| | | | - Joyce Elberse
- Plant–Microbe Interactions, Department of Biology, Utrecht University, Utrecht, The Netherlands
| | - Thijs Koorman
- Developmental Biology, Department of Biology, Utrecht University, Utrecht, The Netherlands
| | - Mike Boxem
- Developmental Biology, Department of Biology, Utrecht University, Utrecht, The Netherlands
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Meisrimler C, Pelgrom AJE, Oud B, Out S, Van den Ackerveken G. Multiple downy mildew effectors target the stress-related NAC transcription factor LsNAC069 in lettuce. THE PLANT JOURNAL : FOR CELL AND MOLECULAR BIOLOGY 2019; 99:1098-1115. [PMID: 31077456 PMCID: PMC9545932 DOI: 10.1111/tpj.14383] [Citation(s) in RCA: 22] [Impact Index Per Article: 4.4] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 01/08/2019] [Revised: 04/04/2019] [Accepted: 04/17/2019] [Indexed: 05/22/2023]
Abstract
To cause disease in lettuce, the biotrophic oomycete Bremia lactucae secretes potential RxLR effector proteins. Here we report the discovery of an effector-target hub consisting of four B. lactucae effectors and one lettuce protein target by a yeast-two-hybrid (Y2H) screening. Interaction of the lettuce tail-anchored NAC transcription factor, LsNAC069, with B. lactucae effectors does not require the N-terminal NAC domain but depends on the C-terminal region including the transmembrane domain. Furthermore, in Y2H experiments, B. lactucae effectors interact with Arabidopsis and potato tail-anchored NACs, suggesting that they are conserved effector targets. Transient expression of RxLR effector proteins BLR05 and BLR09 and their target LsNAC069 in planta revealed a predominant localization to the endoplasmic reticulum. Phytophthora capsici culture filtrate and polyethylene glycol treatment induced relocalization to the nucleus of a stabilized LsNAC069 protein, lacking the NAC-domain (LsNAC069ΔNAC ). Relocalization was significantly reduced in the presence of the Ser/Cys-protease inhibitor TPCK indicating proteolytic cleavage of LsNAC069 allows for relocalization. Co-expression of effectors with LsNAC069ΔNAC reduced its nuclear accumulation. Surprisingly, LsNAC069 silenced lettuce lines had decreased LsNAC069 transcript levels but did not show significantly altered susceptibility to B. lactucae. In contrast, LsNAC069 silencing increased resistance to Pseudomonas cichorii bacteria and reduced wilting effects under moderate drought stress, indicating a broad role of LsNAC069 in abiotic and biotic stress responses.
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Affiliation(s)
- Claudia‐Nicole Meisrimler
- Plant–Microbe InteractionsDepartment of BiologyUtrecht UniversityPadualaan 83584 CHUtrechtthe Netherlands
- University of CanterburyIlamPrivate Bag 4800Christchurch8041New Zealand
| | - Alexandra J. E. Pelgrom
- Plant–Microbe InteractionsDepartment of BiologyUtrecht UniversityPadualaan 83584 CHUtrechtthe Netherlands
| | - Bart Oud
- Enza ZadenHaling 1‐EEnkhuizen1602 DBthe Netherlands
| | - Suzan Out
- Enza ZadenHaling 1‐EEnkhuizen1602 DBthe Netherlands
| | - Guido Van den Ackerveken
- Plant–Microbe InteractionsDepartment of BiologyUtrecht UniversityPadualaan 83584 CHUtrechtthe Netherlands
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Fletcher K, Gil J, Bertier LD, Kenefick A, Wood KJ, Zhang L, Reyes-Chin-Wo S, Cavanaugh K, Tsuchida C, Wong J, Michelmore R. Genomic signatures of heterokaryosis in the oomycete pathogen Bremia lactucae. Nat Commun 2019; 10:2645. [PMID: 31201315 PMCID: PMC6570648 DOI: 10.1038/s41467-019-10550-0] [Citation(s) in RCA: 44] [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: 11/27/2018] [Accepted: 05/14/2019] [Indexed: 12/26/2022] Open
Abstract
Lettuce downy mildew caused by Bremia lactucae is the most important disease of lettuce globally. This oomycete is highly variable and rapidly overcomes resistance genes and fungicides. The use of multiple read types results in a high-quality, near-chromosome-scale, consensus assembly. Flow cytometry plus resequencing of 30 field isolates, 37 sexual offspring, and 19 asexual derivatives from single multinucleate sporangia demonstrates a high incidence of heterokaryosis in B. lactucae. Heterokaryosis has phenotypic consequences on fitness that may include an increased sporulation rate and qualitative differences in virulence. Therefore, selection should be considered as acting on a population of nuclei within coenocytic mycelia. This provides evolutionary flexibility to the pathogen enabling rapid adaptation to different repertoires of host resistance genes and other challenges. The advantages of asexual persistence of heterokaryons may have been one of the drivers of selection that resulted in the loss of uninucleate zoospores in multiple downy mildews.
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Affiliation(s)
- Kyle Fletcher
- Genome Center, University of California, Davis, CA, 95616, USA
| | - Juliana Gil
- Genome Center, University of California, Davis, CA, 95616, USA
- Plant Pathology Graduate Group, University of California, Davis, CA, 95616, USA
| | - Lien D Bertier
- Genome Center, University of California, Davis, CA, 95616, USA
| | - Aubrey Kenefick
- Genome Center, University of California, Davis, CA, 95616, USA
| | - Kelsey J Wood
- Genome Center, University of California, Davis, CA, 95616, USA
- Integrated Genetics and Genomics Graduate Group, University of California, Davis, CA, 95616, USA
| | - Lin Zhang
- Genome Center, University of California, Davis, CA, 95616, USA
| | - Sebastian Reyes-Chin-Wo
- Genome Center, University of California, Davis, CA, 95616, USA
- Integrated Genetics and Genomics Graduate Group, University of California, Davis, CA, 95616, USA
- Bayer Crop Science, 37437 CA-16, Woodland, CA, 95695, USA
| | - Keri Cavanaugh
- Genome Center, University of California, Davis, CA, 95616, USA
| | - Cayla Tsuchida
- Genome Center, University of California, Davis, CA, 95616, USA
- Plant Pathology Graduate Group, University of California, Davis, CA, 95616, USA
- Arcadia Biosciences, Davis, CA, 95616, USA
| | - Joan Wong
- Genome Center, University of California, Davis, CA, 95616, USA
- Plant Biology Graduate Group, University of California, Davis, CA, 95616, USA
- Pacific Biosciences of California, Inc., Menlo Park, CA, 94025, USA
| | - Richard Michelmore
- Genome Center, University of California, Davis, CA, 95616, USA.
- Departments of Plant Sciences, Molecular and Cellular Biology, Medical Microbiology and Immunology, University of California, Davis, CA, 95616, USA.
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