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Schoonbeek H, Yalcin HA, Burns R, Taylor RE, Casey A, Holt S, Van den Ackerveken G, Wells R, Ridout CJ. Necrosis and ethylene-inducing-like peptide patterns from crop pathogens induce differential responses within seven brassicaceous species. PLANT PATHOLOGY 2022; 71:2004-2016. [PMID: 36605780 PMCID: PMC9804309 DOI: 10.1111/ppa.13615] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Figures] [Subscribe] [Scholar Register] [Received: 04/11/2022] [Accepted: 07/12/2022] [Indexed: 06/17/2023]
Abstract
Translational research is required to advance fundamental knowledge on plant immunity towards application in crop improvement. Recognition of microbe/pathogen-associated molecular patterns (MAMPs/PAMPs) triggers a first layer of immunity in plants. The broadly occurring family of necrosis- and ethylene-inducing peptide 1 (NEP1)-like proteins (NLPs) contains immunogenic peptide patterns that are recognized by a number of plant species. Arabidopsis can recognize NLPs by the pattern recognition receptor AtRLP23 and its co-receptors SOBIR1, BAK1, and BKK1, leading to induction of defence responses including the production of reactive oxygen species (ROS) and elevation of intracellular [Ca2+]. However, little is known about NLP perception in Brassica crop species. Within 12 diverse accessions for each of six Brassica crop species, we demonstrate variation in response to Botrytis cinerea NLP BcNEP2, with Brassica oleracea (CC genome) being nonresponsive and only two Brassica napus cultivars responding to BcNEP2. Peptides derived from four fungal pathogens of these crop species elicited responses similar to BcNEP2 in B. napus and Arabidopsis. Induction of ROS by NLP peptides was strongly reduced in Atrlp23, Atsobir1 and Atbak1-5 Atbkk1-1 mutants, confirming that recognition of Brassica pathogen NLPs occurs in a similar manner to that of HaNLP3 from Hyaloperonospora arabidopsidis in Arabidopsis. In silico analysis of the genomes of two B. napus accessions showed similar presence of homologues for AtBAK1, AtBKK1 and AtSOBIR1 but variation in the organization of AtRLP23 homologues. We could not detect a strong correlation between the ability to respond to NLP peptides and resistance to B. cinerea.
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Affiliation(s)
- Henk‐jan Schoonbeek
- Department of Crop GeneticsJohn Innes CentreNorwichUK
- Present address:
Department of Metabolic BiologyJohn Innes CentreNR4 7UHNorwichUK
| | - Hicret Asli Yalcin
- Department of Crop GeneticsJohn Innes CentreNorwichUK
- Present address:
The Scientific and Technical Research Council of Turkey (TÜBITAK), Marmara Research CentreGenetic Engineering and Biotechnology InstituteKocaeliTurkey
| | - Rachel Burns
- Department of Crop GeneticsJohn Innes CentreNorwichUK
| | - Rachel Emma Taylor
- Department of Crop GeneticsJohn Innes CentreNorwichUK
- Present address:
Centre of Plant Sciences, Faculty of Biological SciencesUniversity of LeedsLS2 9JTLeedsUK
| | - Adam Casey
- Department of Crop GeneticsJohn Innes CentreNorwichUK
| | - Sam Holt
- Department of Crop GeneticsJohn Innes CentreNorwichUK
- Pacific Biosciences Ltd. Rolling Stock Yard188 York WayLondonN7 9ASUK
| | | | - Rachel Wells
- Department of Crop GeneticsJohn Innes CentreNorwichUK
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Pink H, Talbot A, Graceson A, Graham J, Higgins G, Taylor A, Jackson AC, Truco M, Michelmore R, Yao C, Gawthrop F, Pink D, Hand P, Clarkson JP, Denby K. Identification of genetic loci in lettuce mediating quantitative resistance to fungal pathogens. TAG. THEORETICAL AND APPLIED GENETICS. THEORETISCHE UND ANGEWANDTE GENETIK 2022; 135:2481-2500. [PMID: 35674778 PMCID: PMC9271113 DOI: 10.1007/s00122-022-04129-5] [Citation(s) in RCA: 3] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Figures] [Subscribe] [Scholar Register] [Received: 03/08/2022] [Accepted: 05/16/2022] [Indexed: 06/15/2023]
Abstract
KEY MESSAGE We demonstrate genetic variation for quantitative resistance against important fungal pathogens in lettuce and its wild relatives, map loci conferring resistance and predict key molecular mechanisms using transcriptome profiling. Lactuca sativa L. (lettuce) is an important leafy vegetable crop grown and consumed globally. Chemicals are routinely used to control major pathogens, including the causal agents of grey mould (Botrytis cinerea) and lettuce drop (Sclerotinia sclerotiorum). With increasing prevalence of pathogen resistance to fungicides and environmental concerns, there is an urgent need to identify sources of genetic resistance to B. cinerea and S. sclerotiorum in lettuce. We demonstrated genetic variation for quantitative resistance to B. cinerea and S. sclerotiorum in a set of 97 diverse lettuce and wild relative accessions, and between the parents of lettuce mapping populations. Transcriptome profiling across multiple lettuce accessions enabled us to identify genes with expression correlated with resistance, predicting the importance of post-transcriptional gene regulation in the lettuce defence response. We identified five genetic loci influencing quantitative resistance in a F6 mapping population derived from a Lactuca serriola (wild relative) × lettuce cross, which each explained 5-10% of the variation. Differential gene expression analysis between the parent lines, and integration of data on correlation of gene expression and resistance in the diversity set, highlighted potential causal genes underlying the quantitative trait loci.
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Affiliation(s)
- Harry Pink
- Biology Department, Centre for Novel Agricultural Products (CNAP), University of York, Wentworth Way, York, YO10 5DD, UK
| | - Adam Talbot
- Biology Department, Centre for Novel Agricultural Products (CNAP), University of York, Wentworth Way, York, YO10 5DD, UK
| | - Abi Graceson
- Department of Agriculture and Environment, Harper Adams University, Newport, Shropshire, TF10 8NB, UK
| | - Juliane Graham
- Department of Agriculture and Environment, Harper Adams University, Newport, Shropshire, TF10 8NB, UK
| | - Gill Higgins
- Biology Department, Centre for Novel Agricultural Products (CNAP), University of York, Wentworth Way, York, YO10 5DD, UK
| | - Andrew Taylor
- School of Life Sciences, University of Warwick, Wellesbourne Campus, Warwick, CV35 9EF, UK
| | - Alison C Jackson
- School of Life Sciences, University of Warwick, Wellesbourne Campus, Warwick, CV35 9EF, UK
| | - Maria Truco
- Genome Center, University of California Davis, One Shields Ave, Davis, CA, 95616, USA
| | - Richard Michelmore
- Genome Center, University of California Davis, One Shields Ave, Davis, CA, 95616, USA
| | - Chenyi Yao
- A. L. Tozer Ltd., Pyports, Downside Road, Cobham, Surrey, KT11 3EH, UK
| | - Frances Gawthrop
- A. L. Tozer Ltd., Pyports, Downside Road, Cobham, Surrey, KT11 3EH, UK
| | - David Pink
- Department of Agriculture and Environment, Harper Adams University, Newport, Shropshire, TF10 8NB, UK
| | - Paul Hand
- Department of Agriculture and Environment, Harper Adams University, Newport, Shropshire, TF10 8NB, UK
| | - John P Clarkson
- School of Life Sciences, University of Warwick, Wellesbourne Campus, Warwick, CV35 9EF, UK
| | - Katherine Denby
- Biology Department, Centre for Novel Agricultural Products (CNAP), University of York, Wentworth Way, York, YO10 5DD, UK.
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Sontowski R, Gorringe NJ, Pencs S, Schedl A, Touw AJ, van Dam NM. Same Difference? Low and High Glucosinolate Brassica rapa Varieties Show Similar Responses Upon Feeding by Two Specialist Root Herbivores. FRONTIERS IN PLANT SCIENCE 2019; 10:1451. [PMID: 31798608 PMCID: PMC6865846 DOI: 10.3389/fpls.2019.01451] [Citation(s) in RCA: 5] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Subscribe] [Scholar Register] [Received: 07/19/2019] [Accepted: 10/17/2019] [Indexed: 06/10/2023]
Abstract
Glucosinolates (GSLs) evolved in Brassicaceae as chemical defenses against herbivores. The GSL content in plants is affected by both abiotic and biotic factors, but also depends on the genetic background of the plant. Since the bitter taste of GSLs can be unfavorable for both livestock and human consumption, several plant varieties with low GSL seed or leaf content have been bred. Due to their lower GSL levels, such varieties can be more susceptible to herbivore pests. However, low GSL varieties may quickly increase GSL levels upon herbivore feeding by activating GSL biosynthesis, hydrolysis, or transporter genes. To analyze differences in herbivore-induced GSL responses in relation to constitutive GSL levels, we selected four Brassica rapa varieties, containing either low or high root GSL levels. Plants were infested either with Delia radicum or Delia floralis larvae. The larvae of both root flies are specialists on Brassica plants. Root samples were collected after 3, 5, and 7 days. We compared the effect of root herbivore damage on the expression of GSL biosynthesis (CYP79A1, CYP83B2), transporter (GTR1A2, GTR2A2), and GSL hydrolysis genes (PEN2, TGG2) in roots of low and high GSL varieties in conjugation with their GSL levels. We found that roots of high GSL varieties contained higher levels of aliphatic, indole, and benzyl GSLs than low GSL varieties. Infestation with D. radicum larvae led to upregulation of indole GSL synthesis genes in low and high GSL varieties. High GSL varieties showed no or later responses than low varieties to D. floralis herbivory. Low GSL varieties additionally upregulated the GSL transporter gene expression. Low GSL varieties did not show a stronger herbivore-induced response than high GSL varieties, which indicates that there is no trade-off between constitutive and induced GSLs.
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Affiliation(s)
- Rebekka Sontowski
- Molecular Interaction Ecology, German Centre for Integrative Biodiversity Research Halle-Jena-Leipzig, Leipzig, Germany
- Institute for Biodiversity, Friedrich Schiller University, Jena, Germany
| | - Nicola J. Gorringe
- Molecular Interaction Ecology, German Centre for Integrative Biodiversity Research Halle-Jena-Leipzig, Leipzig, Germany
- School of Biosciences, Cardiff University, Cardiff, Wales, United Kingdom
| | - Stefanie Pencs
- Molecular Interaction Ecology, German Centre for Integrative Biodiversity Research Halle-Jena-Leipzig, Leipzig, Germany
- Institute for Biodiversity, Friedrich Schiller University, Jena, Germany
| | - Andreas Schedl
- Molecular Interaction Ecology, German Centre for Integrative Biodiversity Research Halle-Jena-Leipzig, Leipzig, Germany
- Institute for Biodiversity, Friedrich Schiller University, Jena, Germany
| | - Axel J. Touw
- Molecular Interaction Ecology, German Centre for Integrative Biodiversity Research Halle-Jena-Leipzig, Leipzig, Germany
- Institute for Biodiversity, Friedrich Schiller University, Jena, Germany
| | - Nicole M. van Dam
- Molecular Interaction Ecology, German Centre for Integrative Biodiversity Research Halle-Jena-Leipzig, Leipzig, Germany
- Institute for Biodiversity, Friedrich Schiller University, Jena, Germany
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Zhang W, Corwin JA, Copeland DH, Feusier J, Eshbaugh R, Cook DE, Atwell S, Kliebenstein DJ. Plant-necrotroph co-transcriptome networks illuminate a metabolic battlefield. eLife 2019; 8:e44279. [PMID: 31081752 PMCID: PMC6557632 DOI: 10.7554/elife.44279] [Citation(s) in RCA: 28] [Impact Index Per Article: 5.6] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/10/2018] [Accepted: 05/08/2019] [Indexed: 12/27/2022] Open
Abstract
A central goal of studying host-pathogen interaction is to understand how host and pathogen manipulate each other to promote their own fitness in a pathosystem. Co-transcriptomic approaches can simultaneously analyze dual transcriptomes during infection and provide a systematic map of the cross-kingdom communication between two species. Here we used the Arabidopsis-B. cinerea pathosystem to test how plant host and fungal pathogen interact at the transcriptomic level. We assessed the impact of genetic diversity in pathogen and host by utilization of a collection of 96 isolates infection on Arabidopsis wild-type and two mutants with jasmonate or salicylic acid compromised immunities. We identified ten B. cinereagene co-expression networks (GCNs) that encode known or novel virulence mechanisms. Construction of a dual interaction network by combining four host- and ten pathogen-GCNs revealed potential connections between the fungal and plant GCNs. These co-transcriptome data shed lights on the potential mechanisms underlying host-pathogen interaction.
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Affiliation(s)
- Wei Zhang
- Department of Plant PathologyKansas State UniversityManhattanUnited States
- Department of Plant SciencesUniversity of California, DavisDavisUnited States
| | - Jason A Corwin
- Department of Ecology and Evolution BiologyUniversity of ColoradoBoulderUnited States
| | | | - Julie Feusier
- Department of Plant SciencesUniversity of California, DavisDavisUnited States
| | - Robert Eshbaugh
- Department of Plant SciencesUniversity of California, DavisDavisUnited States
| | - David E Cook
- Department of Plant PathologyKansas State UniversityManhattanUnited States
| | - Suzi Atwell
- Department of Plant SciencesUniversity of California, DavisDavisUnited States
| | - Daniel J Kliebenstein
- Department of Plant SciencesUniversity of California, DavisDavisUnited States
- DynaMo Center of ExcellenceUniversity of CopenhagenFrederiksbergDenmark
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5
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Gaur M, Tiwari A, Chauhan RP, Pandey D, Kumar A. Molecular modeling, docking and protein-protein interaction analysis of MAPK signalling cascade involved in Camalexin biosynthesis in Brassica rapa. Bioinformation 2018; 14:145-152. [PMID: 29983484 PMCID: PMC6016760 DOI: 10.6026/97320630014145] [Citation(s) in RCA: 8] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/07/2018] [Revised: 04/02/2018] [Accepted: 04/03/2018] [Indexed: 11/23/2022] Open
Abstract
Phytoalexins are small antimicrobial molecules synthesized and accumulated by plants upon exposure to pathogens. Camalexin is an indole-derived phytoalexin, which is accumulated in plants including Arabidopsis thaliana, and other Brassicaceae, which plays a major role in disease resistance against fungal pathogens. The productivity of Brassica crops is adversely affected by Alternaria blight disease, which is caused by Alternaria brassicae. In Arabidopsis thaliana, MAP kinase signalling cascade is known to be involved in synthesis of camalexin, which contributes to disease resistance against a necrtrophic fungal pathogen, Botrytis cinerea. In the present study, MAPK signalling cascade leading to biosynthesis of camalexin that triggers defense responses in B. rapa upon exposure to the most devastating nectrophic fungus, Alternaria brassicae has been elucidated with the help of previously reported MAPK cascade in Arabidopsis thaliana, Molecular modelling, docking, and protein-protein interaction analysis of MAP kinases retrieved from Brassica rapa genome have been carried out to reveal the above cascade. The tertiary structure prediction of MAPKs obtained through molecular modelling revealed that all the protein models fulfil the criteria of being the stable structures. The molecular docking of predicted models for elucidating potential partners of MAPKs revealed strong interactions between MKK1, MKK4, MKK5, MAPK3 and MAPK6 with MKK9. The MAPK signalling cascade also shows different genes that express and play major role in camalexin biosynthesis in B. rapa during defense response to A. brassicae. The understanding of MAPK defense signaling pathway in B. rapa against devastating fungal pathogen Alternaria brassicae would help in devising strategies to develop disease resistance in Brassica crops.
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Affiliation(s)
- Manu Gaur
- Department of Molecular Biology and Genetic Engineering, College of Basic Sciences and Humanities, G.B. Pant University of Agriculture and Technology, Pantnagar 263145, Uttarakhand, India
| | - Apoorv Tiwari
- Department of Molecular Biology and Genetic Engineering, College of Basic Sciences and Humanities, G.B. Pant University of Agriculture and Technology, Pantnagar 263145, Uttarakhand, India
- Sam Higginbottom University of Agriculture, Technology & Sciences, Allahabad 211007, Uttar Pradesh, India
| | - Ravendra P Chauhan
- Department of Molecular Biology and Genetic Engineering, College of Basic Sciences and Humanities, G.B. Pant University of Agriculture and Technology, Pantnagar 263145, Uttarakhand, India
| | - Dinesh Pandey
- Department of Molecular Biology and Genetic Engineering, College of Basic Sciences and Humanities, G.B. Pant University of Agriculture and Technology, Pantnagar 263145, Uttarakhand, India
| | - Anil Kumar
- Department of Molecular Biology and Genetic Engineering, College of Basic Sciences and Humanities, G.B. Pant University of Agriculture and Technology, Pantnagar 263145, Uttarakhand, India
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6
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Sun K, van Tuinen A, van Kan JAL, Wolters AMA, Jacobsen E, Visser RGF, Bai Y. Silencing of DND1 in potato and tomato impedes conidial germination, attachment and hyphal growth of Botrytis cinerea. BMC PLANT BIOLOGY 2017; 17:235. [PMID: 29212470 PMCID: PMC5719932 DOI: 10.1186/s12870-017-1184-2] [Citation(s) in RCA: 5] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 08/05/2017] [Accepted: 11/22/2017] [Indexed: 05/08/2023]
Abstract
BACKGROUND Botrytis cinerea, a necrotrophic pathogenic fungus, attacks many crops including potato and tomato. Major genes for complete resistance to B. cinerea are not known in plants, but a few quantitative trait loci have been described in tomato. Loss of function of particular susceptibility (S) genes appears to provide a new source of resistance to B. cinerea in Arabidopsis. RESULTS In this study, orthologs of Arabidopsis S genes (DND1, DMR6, DMR1 and PMR4) were silenced by RNAi in potato and tomato (only for DND1). DND1 well-silenced potato and tomato plants showed significantly reduced diameters of B. cinerea lesions as compared to control plants, at all-time points analysed. Reduced lesion diameter was also observed on leaves of DMR6 silenced potato plants but only at 3 days post inoculation (dpi). The DMR1 and PMR4 silenced potato transformants were as susceptible as the control cv Desiree. Microscopic analysis was performed to observe B. cinerea infection progress in DND1 well-silenced potato and tomato leaves. A significantly lower number of B. cinerea conidia remained attached to the leaf surface of DND1 well-silenced potato and tomato plants and the hyphal growth of germlings was hampered. CONCLUSIONS This is the first report of a cytological investigation of Botrytis development on DND1-silenced crop plants. Silencing of DND1 led to reduced susceptibility to Botrytis, which was associated with impediment of conidial germination and attachment as well as hyphal growth. Our results provide new insights regarding the use of S genes in resistance breeding.
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Affiliation(s)
- Kaile Sun
- Plant Breeding, Wageningen University & Research, Droevendaalsesteeg 1, 6708 PB Wageningen, The Netherlands
| | - Ageeth van Tuinen
- Plant Breeding, Wageningen University & Research, Droevendaalsesteeg 1, 6708 PB Wageningen, The Netherlands
| | - Jan A. L. van Kan
- Laboratory of Phytopathology, Wageningen University & Research, Droevendaalsesteeg 1, 6708 PB Wageningen, The Netherlands
| | - Anne-Marie A. Wolters
- Plant Breeding, Wageningen University & Research, Droevendaalsesteeg 1, 6708 PB Wageningen, The Netherlands
| | - Evert Jacobsen
- Plant Breeding, Wageningen University & Research, Droevendaalsesteeg 1, 6708 PB Wageningen, The Netherlands
| | - Richard G. F. Visser
- Plant Breeding, Wageningen University & Research, Droevendaalsesteeg 1, 6708 PB Wageningen, The Netherlands
| | - Yuling Bai
- Plant Breeding, Wageningen University & Research, Droevendaalsesteeg 1, 6708 PB Wageningen, The Netherlands
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Zhang W, Corwin JA, Copeland D, Feusier J, Eshbaugh R, Chen F, Atwell S, Kliebenstein DJ. Plastic Transcriptomes Stabilize Immunity to Pathogen Diversity: The Jasmonic Acid and Salicylic Acid Networks within the Arabidopsis/ Botrytis Pathosystem. THE PLANT CELL 2017; 29:2727-2752. [PMID: 29042403 PMCID: PMC5728128 DOI: 10.1105/tpc.17.00348] [Citation(s) in RCA: 50] [Impact Index Per Article: 7.1] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 05/09/2017] [Revised: 09/22/2017] [Accepted: 10/13/2017] [Indexed: 05/20/2023]
Abstract
To respond to pathogen attack, selection and associated evolution has led to the creation of plant immune system that are a highly effective and inducible defense system. Central to this system are the plant defense hormones jasmonic acid (JA) and salicylic acid (SA) and crosstalk between the two, which may play an important role in defense responses to specific pathogens or even genotypes. Here, we used the Arabidopsis thaliana-Botrytis cinerea pathosystem to test how the host's defense system functions against genetic variation in a pathogen. We measured defense-related phenotypes and transcriptomic responses in Arabidopsis wild-type Col-0 and JA- and SA-signaling mutants, coi1-1 and npr1-1, individually challenged with 96 diverse B. cinerea isolates. Those data showed genetic variation in the pathogen influences on all components within the plant defense system at the transcriptional level. We identified four gene coexpression networks and two vectors of defense variation triggered by genetic variation in B. cinerea This showed that the JA and SA signaling pathways functioned to constrain/canalize the range of virulence in the pathogen population, but the underlying transcriptomic response was highly plastic. These data showed that plants utilize major defense hormone pathways to buffer disease resistance, but not the metabolic or transcriptional responses to genetic variation within a pathogen.
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Affiliation(s)
- Wei Zhang
- Department of Plant Sciences, University of California, Davis, California 95616
- National and Local Joint Engineering Laboratory for Energy Plant Bio-oil Production and Application, Key Laboratory of Bio-resource and Eco-environment, Ministry of Education, College of Life Sciences, Sichuan University, Chengdu 610064, P.R. China
| | - Jason A Corwin
- Department of Ecology and Evolution Biology, University of Colorado, Boulder, Colorado 80309-0334
| | - Daniel Copeland
- Department of Plant Sciences, University of California, Davis, California 95616
| | - Julie Feusier
- Department of Plant Sciences, University of California, Davis, California 95616
| | - Robert Eshbaugh
- Department of Plant Sciences, University of California, Davis, California 95616
| | - Fang Chen
- National and Local Joint Engineering Laboratory for Energy Plant Bio-oil Production and Application, Key Laboratory of Bio-resource and Eco-environment, Ministry of Education, College of Life Sciences, Sichuan University, Chengdu 610064, P.R. China
| | - Susana Atwell
- Department of Plant Sciences, University of California, Davis, California 95616
| | - Daniel J Kliebenstein
- Department of Plant Sciences, University of California, Davis, California 95616
- DynaMo Center of Excellence, University of Copenhagen, DK-1871 Frederiksberg C, Denmark
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8
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Corwin JA, Kliebenstein DJ. Quantitative Resistance: More Than Just Perception of a Pathogen. THE PLANT CELL 2017; 29:655-665. [PMID: 28302676 PMCID: PMC5435431 DOI: 10.1105/tpc.16.00915] [Citation(s) in RCA: 102] [Impact Index Per Article: 14.6] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 12/06/2016] [Revised: 02/26/2017] [Accepted: 03/16/2017] [Indexed: 05/20/2023]
Abstract
Molecular plant pathology has focused on studying large-effect qualitative resistance loci that predominantly function in detecting pathogens and/or transmitting signals resulting from pathogen detection. By contrast, less is known about quantitative resistance loci, particularly the molecular mechanisms controlling variation in quantitative resistance. Recent studies have provided insight into these mechanisms, showing that genetic variation at hundreds of causal genes may underpin quantitative resistance. Loci controlling quantitative resistance contain some of the same causal genes that mediate qualitative resistance, but the predominant mechanisms of quantitative resistance extend beyond pathogen recognition. Indeed, most causal genes for quantitative resistance encode specific defense-related outputs such as strengthening of the cell wall or defense compound biosynthesis. Extending previous work on qualitative resistance to focus on the mechanisms of quantitative resistance, such as the link between perception of microbe-associated molecular patterns and growth, has shown that the mechanisms underlying these defense outputs are also highly polygenic. Studies that include genetic variation in the pathogen have begun to highlight a potential need to rethink how the field considers broad-spectrum resistance and how it is affected by genetic variation within pathogen species and between pathogen species. These studies are broadening our understanding of quantitative resistance and highlighting the potentially vast scale of the genetic basis of quantitative resistance.
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Affiliation(s)
- Jason A Corwin
- Department of Plant Sciences, University of California, Davis, California 95616
| | - Daniel J Kliebenstein
- Department of Plant Sciences, University of California, Davis, California 95616
- DynaMo Center of Excellence, University of Copenhagen, DK-1871 Frederiksberg C, Denmark
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9
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Norelli JL, Wisniewski M, Fazio G, Burchard E, Gutierrez B, Levin E, Droby S. Genotyping-by-sequencing markers facilitate the identification of quantitative trait loci controlling resistance to Penicillium expansum in Malus sieversii. PLoS One 2017; 12:e0172949. [PMID: 28257442 PMCID: PMC5336245 DOI: 10.1371/journal.pone.0172949] [Citation(s) in RCA: 34] [Impact Index Per Article: 4.9] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/08/2016] [Accepted: 02/13/2017] [Indexed: 11/30/2022] Open
Abstract
Blue mold caused by Penicillium expansum is the most important postharvest disease of apple worldwide and results in significant financial losses. There are no defined sources of resistance to blue mold in domesticated apple. However, resistance has been described in wild Malus sieversii accessions, including plant introduction (PI)613981. The objective of the present study was to identify the genetic loci controlling resistance to blue mold in this accession. We describe the first quantitative trait loci (QTL) reported in the Rosaceae tribe Maleae conditioning resistance to P. expansum on genetic linkage group 3 (qM-Pe3.1) and linkage group 10 (qM-Pe10.1). These loci were identified in a M.× domestica 'Royal Gala' X M. sieversii PI613981 family (GMAL4593) based on blue mold lesion diameter seven days post-inoculation in mature, wounded apple fruit inoculated with P. expansum. Phenotypic analyses were conducted in 169 progeny over a four year period. PI613981 was the source of the resistance allele for qM-Pe3.1, a QTL with a major effect on blue mold resistance, accounting for 27.5% of the experimental variability. The QTL mapped from 67.3 to 74 cM on linkage group 3 of the GMAL4593 genetic linkage map. qM-Pe10.1 mapped from 73.6 to 81.8 cM on linkage group 10. It had less of an effect on resistance, accounting for 14% of the experimental variation. 'Royal Gala' was the primary contributor to the resistance effect of this QTL. However, resistance-associated alleles in both parents appeared to contribute to the least square mean blue mold lesion diameter in an additive manner at qM-Pe10.1. A GMAL4593 genetic linkage map composed of simple sequence repeats and 'Golden Delicious' single nucleotide polymorphism markers was able to detect qM-Pe10.1, but failed to detect qM-Pe3.1. The subsequent addition of genotyping-by-sequencing markers to the linkage map provided better coverage of the PI613981 genome on linkage group 3 and facilitated discovery of qM-Pe3.1. A DNA test for qM-Pe3.1 has been developed and is currently being evaluated for its ability to predict blue mold resistance in progeny segregating for qM-Pe3.1. Due to the long juvenility of apple, the availability of a DNA test to screen for the presence of qM-Pe3.1 at the seedling stage will greatly improve efficiency of breeding apple for blue mold resistance.
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Affiliation(s)
- John L. Norelli
- Appalachian Fruit Research Station, Agricultural Research Service, United States Department of Agriculture, Kearneysville, West Virginia, United States of America
| | - Michael Wisniewski
- Appalachian Fruit Research Station, Agricultural Research Service, United States Department of Agriculture, Kearneysville, West Virginia, United States of America
| | - Gennaro Fazio
- Plant Genetic Resources Research, Agricultural Research Service, United States Department of Agriculture, Geneva, New York, United States of America
| | - Erik Burchard
- Appalachian Fruit Research Station, Agricultural Research Service, United States Department of Agriculture, Kearneysville, West Virginia, United States of America
| | - Benjamin Gutierrez
- Plant Genetic Resources Research, Agricultural Research Service, United States Department of Agriculture, Geneva, New York, United States of America
| | - Elena Levin
- Department of Postharvest Science, Agricultural Research Organization, the Volcani Center, Bet Dagan, Israel
| | - Samir Droby
- Department of Postharvest Science, Agricultural Research Organization, the Volcani Center, Bet Dagan, Israel
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Fu Y, van Silfhout A, Shahin A, Egberts R, Beers M, van der Velde A, van Houten A, van Tuyl JM, Visser RGF, Arens P. Genetic mapping and QTL analysis of Botrytis resistance in Gerbera hybrida. MOLECULAR BREEDING : NEW STRATEGIES IN PLANT IMPROVEMENT 2017; 37:13. [PMID: 28216997 PMCID: PMC5285436 DOI: 10.1007/s11032-016-0617-1] [Citation(s) in RCA: 6] [Impact Index Per Article: 0.9] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 09/16/2016] [Accepted: 12/25/2016] [Indexed: 05/25/2023]
Abstract
Gerbera hybrida is an economically important cut flower. In the production and transportation of gerbera with unavoidable periods of high relative humidity, grey mould occurs and results in losses in quality and quantity of flowers. Considering the limitations of chemical use in greenhouses and the impossibility to use these chemicals in auction or after sale, breeding for resistant gerbera cultivars is considered as the best practical approach. In this study, we developed two segregating F1 populations (called S and F). Four parental linkage maps were constructed using common and parental specific SNP markers developed from expressed sequence tag sequencing. Parental genetic maps, containing 30, 29, 27 and 28 linkage groups and a consensus map covering 24 of the 25 expected chromosomes, could be constructed. After evaluation of Botrytis disease severity using three different tests, whole inflorescence, bottom (of disc florets) and ray floret, quantitative trait locus (QTL) mapping was performed using the four individual parental maps. A total of 20 QTLs (including one identical QTL for whole inflorescence and bottom tests) were identified in the parental maps of the two populations. The number of QTLs found and the explained variance of most QTLs detected reflect the complex mechanism of Botrytis disease response.
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Affiliation(s)
- Yiqian Fu
- Plant Breeding, Wageningen University & Research, PO Box 386, 6700AJ Wageningen, The Netherlands
| | - Alex van Silfhout
- Plant Breeding, Wageningen University & Research, PO Box 386, 6700AJ Wageningen, The Netherlands
| | - Arwa Shahin
- Plant Breeding, Wageningen University & Research, PO Box 386, 6700AJ Wageningen, The Netherlands
| | - Ronny Egberts
- Schreurs Holland B.V., Hoofdweg 81, 1424PD De Kwakel, The Netherlands
| | - Martin Beers
- Florist Holland B.V., Dwarsweg 15, 1424PL De Kwakel, The Netherlands
| | - Ans van der Velde
- Florist Holland B.V., Dwarsweg 15, 1424PL De Kwakel, The Netherlands
| | - Adrie van Houten
- Schreurs Holland B.V., Hoofdweg 81, 1424PD De Kwakel, The Netherlands
| | - Jaap M. van Tuyl
- Plant Breeding, Wageningen University & Research, PO Box 386, 6700AJ Wageningen, The Netherlands
| | - Richard G. F. Visser
- Plant Breeding, Wageningen University & Research, PO Box 386, 6700AJ Wageningen, The Netherlands
| | - Paul Arens
- Plant Breeding, Wageningen University & Research, PO Box 386, 6700AJ Wageningen, The Netherlands
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