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Kałużna M, Prokić A, Obradović A, Weldon WA, Stockwell VO, Pothier JF. Specific and sensitive detection tools for Xanthomonas arboricola pv. corylina, the causal agent of bacterial blight of hazelnut, developed with comparative genomics. FRONTIERS IN PLANT SCIENCE 2023; 14:1254107. [PMID: 37780515 PMCID: PMC10535005 DOI: 10.3389/fpls.2023.1254107] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Subscribe] [Scholar Register] [Received: 07/06/2023] [Accepted: 08/18/2023] [Indexed: 10/03/2023]
Abstract
Xanthomonas arboricola pv. corylina (Xac; formerly Xanthomonas campestris pv. corylina) is the causal agent of the bacterial blight of hazelnuts, a devastating disease of trees in plant nurseries and young orchards. Currently, there are no PCR assays to distinguish Xac from all other pathovars of X. arboricola. A comparative genomics approach with publicly available genomes of Xac was used to identify unique sequences, conserved across the genomes of the pathogen. We identified a 2,440 bp genomic region that was unique to Xac and designed identification and detection systems for conventional PCR, qPCR (SYBR® Green and TaqMan™), and loop-mediated isothermal amplification (LAMP). All PCR assays performed on genomic DNA isolated from eight X. arboricola pathovars and closely related bacterial species confirmed the specificity of designed primers. These new multi-platform molecular diagnostic tools may be used by plant clinics and researchers to detect and identify Xac in pure cultures and hazelnut tissues rapidly and accurately.
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Affiliation(s)
- Monika Kałużna
- The National Institute of Horticultural Research, Skierniewice, Poland
| | - Andjelka Prokić
- University of Belgrade, Faculty of Agriculture, Belgrade, Serbia
| | - Aleksa Obradović
- University of Belgrade, Faculty of Agriculture, Belgrade, Serbia
| | | | - Virginia O. Stockwell
- United States Department of Agriculture, Agricultural Research Service, Horticultural Crops Disease and Pest Management Research Unit, Corvallis, OR, United States
| | - Joël F. Pothier
- Environmental Genomics and Systems Biology Research Group, Institute for Natural Resource Sciences, Zurich University of Applied Sciences (ZHAW), Wädenswil, Switzerland
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Pothier JF, Kałużna M, Prokić A, Obradović A, Rezzonico F. Complete Genome and Plasmid Sequence Data of Three Strains of Xanthomonas arboricola pv. corylina, the Bacterium Responsible for Bacterial Blight of Hazelnut. PHYTOPATHOLOGY 2022; 112:956-960. [PMID: 34645322 DOI: 10.1094/phyto-08-21-0356-a] [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: 06/13/2023]
Abstract
Xanthomonas arboricola pv. corylina is the causal agent of bacterial blight of hazelnut. The bacterium has been listed as an A2 quarantine pathogen in Europe since 1978 and on the regulated non-quarantine pest list since 2019. Three isolates from various geographic regions and isolated at different times were sequenced using a hybrid approach with short- and long-read technologies to generate closed genome and plasmid sequences in order to better understand the biology of this pathogen.
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Affiliation(s)
- Joël F Pothier
- Environmental Genomics and Systems Biology Research Group, Institute for Natural Resource Sciences, Zurich University of Applied Sciences (ZHAW), Wädenswil, Switzerland
| | - Monika Kałużna
- The National Institute of Horticultural Research, Konstytucji 3 Maja 1/3, 96-100 Skierniewice, Poland
| | - Andjelka Prokić
- University of Belgrade, Faculty of Agriculture, Belgrade, Serbia
| | - Aleksa Obradović
- University of Belgrade, Faculty of Agriculture, Belgrade, Serbia
| | - Fabio Rezzonico
- Environmental Genomics and Systems Biology Research Group, Institute for Natural Resource Sciences, Zurich University of Applied Sciences (ZHAW), Wädenswil, Switzerland
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Núñez P, Muster C, Lisperguer MJ, Vargas E, Bustos S. Complete Genome of Xanthomonas arboricola pv. corylina Strain A7 Isolated from Southern Chile. MOLECULAR PLANT-MICROBE INTERACTIONS : MPMI 2022; 35:94-95. [PMID: 34086484 DOI: 10.1094/mpmi-12-20-0363-a] [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: 06/12/2023]
Abstract
The complete genome sequence of Xanthomonas arboricola pv. corylina A7 was obtained by a hybrid approach combining PacBio and Illumina HiSeq sequence data. A single circular chromosome of 5.1 mb with 65.47% G + C content was obtained, including 4,344 coding sequences identified as well as some genes involved in copper resistance. The information obtained corresponds to the first report of a high-quality whole genome of X. arboricola pv. corylina, isolated from infected hazelnut trees in southern Chile.[Formula: see text] Copyright © 2021 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)
- Pablo Núñez
- Laboratorio AgroScreening SpA, Avenida Larraín 5862, Piso 12, La Reina, Chile
| | - Cecilia Muster
- Agroadvance SpA, Camino a Melipilla 26200, Peñaflor, Chile
| | | | - Ester Vargas
- Agroadvance SpA, Camino a Melipilla 26200, Peñaflor, Chile
| | - Sofia Bustos
- Agroadvance SpA, Camino a Melipilla 26200, Peñaflor, Chile
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Kałużna M, Fischer‐Le Saux M, Pothier JF, Jacques M, Obradović A, Tavares F, Stefani E. Xanthomonas arboricola pv. juglandis and pv. corylina: Brothers or distant relatives? Genetic clues, epidemiology, and insights for disease management. MOLECULAR PLANT PATHOLOGY 2021; 22:1481-1499. [PMID: 34156749 PMCID: PMC8578823 DOI: 10.1111/mpp.13073] [Citation(s) in RCA: 5] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 01/20/2021] [Revised: 04/06/2021] [Accepted: 04/23/2021] [Indexed: 05/31/2023]
Abstract
BACKGROUND The species Xanthomonas arboricola comprises up to nine pathovars, two of which affect nut crops: pv. juglandis, the causal agent of walnut bacterial blight, brown apical necrosis, and the vertical oozing canker of Persian (English) walnut; and pv. corylina, the causal agent of the bacterial blight of hazelnut. Both pathovars share a complex population structure, represented by different clusters and several clades. Here we describe our current understanding of symptomatology, population dynamics, epidemiology, and disease control. TAXONOMIC STATUS Bacteria; Phylum Proteobacteria; Class Gammaproteobacteria; Order Lysobacterales (earlier synonym of Xanthomonadales); Family Lysobacteraceae (earlier synonym of Xanthomonadaceae); Genus Xanthomonas; Species X. arboricola; Pathovars: pv. juglandis and pv. corylina. HOST RANGE AND SYMPTOMS The host range of each pathovar is not limited to a single species, but each infects mainly one plant species: Juglans regia (X. arboricola pv. juglandis) and Corylus avellana (X. arboricola. pv. corylina). Walnut bacterial blight is characterized by lesions on leaves and fruits, and cankers on twigs, branches, and trunks; brown apical necrosis symptoms consist of apical necrosis originating at the stigmatic end of the fruit. A peculiar symptom, the vertical oozing canker developing along the trunk, is elicited by a particular genetic lineage of the bacterium. Symptoms of hazelnut bacterial blight are visible on leaves and fruits as necrotic lesions, and on woody parts as cankers. A remarkable difference is that affected walnuts drop abundantly, whereas hazelnuts with symptoms do not. DISTRIBUTION Bacterial blight of walnut has a worldwide distribution, wherever Persian (English) walnut is cultivated; the bacterial blight of hazelnut has a more limited distribution, although disease outbreaks are currently more frequently reported. X. arboricola pv. juglandis is regulated almost nowhere, whereas X. arboricola pv. corylina is regulated in most European and Mediterranean Plant Protection Organization (EPPO) countries. EPIDEMIOLOGY AND CONTROL For both pathogens infected nursery material is the main pathway for their introduction and spread into newly cultivated areas; additionally, infected nursery material is the source of primary inoculum. X. arboricola pv. juglandis is also disseminated through pollen. Disease control is achieved through the phytosanitary certification of nursery material (hazelnut), although approved certification schemes are not currently available. Once the disease is present in walnut/hazelnut groves, copper compounds are widely used, mostly in association with dithiocarbamates; where allowed, antibiotics (preferably kasugamycin) are sprayed. The emergence of strains highly resistant to copper currently represents the major threat for effective management of the bacterial blight of walnut. USEFUL WEBSITES: https://gd.eppo.int/taxon/XANTJU, https://gd.eppo.int/taxon/XANTCY, https://www.euroxanth.eu, http://www.xanthomonas.org.
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Affiliation(s)
- Monika Kałużna
- The National Institute of Horticultural ResearchSkierniewicePoland
| | | | - Joël F. Pothier
- Environmental Genomics and Systems Biology Research GroupInstitute for Natural Resource SciencesZurich University of Applied SciencesWädenswilSwitzerland
| | | | | | - Fernando Tavares
- Centro de Investigação em Biodiversidade e Recursos GenéticosLaboratório Associado (CIBIO‐InBIO)Universidade do PortoPortugal
- Faculdade de CiênciasDepartamento de BiologiaUniversidade do PortoPortoPortugal
| | - Emilio Stefani
- Department of Life SciencesUniversity of Modena and Reggio EmiliaReggio EmiliaItaly
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Te Molder D, Poncheewin W, Schaap PJ, Koehorst JJ. Machine learning approaches to predict the Plant-associated phenotype of Xanthomonas strains. BMC Genomics 2021; 22:848. [PMID: 34814827 PMCID: PMC8612006 DOI: 10.1186/s12864-021-08093-0] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/07/2021] [Accepted: 10/15/2021] [Indexed: 11/10/2022] Open
Abstract
BACKGROUND The genus Xanthomonas has long been considered to consist predominantly of plant pathogens, but over the last decade there has been an increasing number of reports on non-pathogenic and endophytic members. As Xanthomonas species are prevalent pathogens on a wide variety of important crops around the world, there is a need to distinguish between these plant-associated phenotypes. To date a large number of Xanthomonas genomes have been sequenced, which enables the application of machine learning (ML) approaches on the genome content to predict this phenotype. Until now such approaches to the pathogenomics of Xanthomonas strains have been hampered by the fragmentation of information regarding pathogenicity of individual strains over many studies. Unification of this information into a single resource was therefore considered to be an essential step. RESULTS Mining of 39 papers considering both plant-associated phenotypes, allowed for a phenotypic classification of 578 Xanthomonas strains. For 65 plant-pathogenic and 53 non-pathogenic strains the corresponding genomes were available and de novo annotated for the presence of Pfam protein domains used as features to train and compare three ML classification algorithms; CART, Lasso and Random Forest. CONCLUSION The literature resource in combination with recursive feature extraction used in the ML classification algorithms provided further insights into the virulence enabling factors, but also highlighted domains linked to traits not present in pathogenic strains.
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Affiliation(s)
- Dennie Te Molder
- Laboratory of Systems and Synthetic Biology, Wageningen University, Wageningen, the Netherlands
| | - Wasin Poncheewin
- Laboratory of Systems and Synthetic Biology, Wageningen University, Wageningen, the Netherlands
| | - Peter J Schaap
- Laboratory of Systems and Synthetic Biology, Wageningen University, Wageningen, the Netherlands
- UNLOCK, Wageningen University, Wageningen, the Netherlands
| | - Jasper J Koehorst
- Laboratory of Systems and Synthetic Biology, Wageningen University, Wageningen, the Netherlands.
- UNLOCK, Wageningen University, Wageningen, the Netherlands.
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Garita‐Cambronero J, Palacio‐Bielsa A, Cubero J. Xanthomonas arboricola pv. pruni, causal agent of bacterial spot of stone fruits and almond: its genomic and phenotypic characteristics in the X. arboricola species context. MOLECULAR PLANT PATHOLOGY 2018; 19:2053-2065. [PMID: 29575564 PMCID: PMC6638108 DOI: 10.1111/mpp.12679] [Citation(s) in RCA: 10] [Impact Index Per Article: 1.4] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 03/06/2018] [Accepted: 03/13/2018] [Indexed: 05/05/2023]
Abstract
BACKGROUND Xanthomonas arboricola pv. pruni (Xap) causes bacterial spot of stone fruits and almond, an important disease that may reduce the yield and vigour of the trees, as well as the marketability of affected fruits. Xap lies within the Xanthomonas genus, which has been intensively studied because of its strain specialization and host range complexity. Here, we summarize the recent advances in our understanding of the complexities of Xap, including studies of the molecular features that result after comparative phenotypic and genomic analyses, in order to obtain a clearer overview of the bacterial behaviour and infection mechanism in the context of the X. arboricola species. TAXONOMIC STATUS Bacteria; Phylum Proteobacteria; Class Gammaproteobacteria; Order Xanthomonadales; Family Xanthomonadaceae; Genus Xanthomonas; Species X. arboricola; Pathovar pruni. HOST RANGE AND SYMPTOMS Xap infects most Prunus species, including apricot, peach, nectarine, plum and almond, and occasionally cherry. Symptoms are found on leaves, fruits, twigs and branches or trunks. In severe infections, defoliation and fruit dropping may occur. DISTRIBUTION Bacterial spot of stone fruits and almond is worldwide in distribution, with Xap being isolated in Africa, North and South America, Asia, Europe and Oceania. It is a common disease in geographical areas in which stone fruits and almonds are grown. Xap is listed as a quarantine organism in several areas of the world. GENOME The genomes of six isolates from Xap have been publicly released. The genome consists of a single chromosome of around 5 000 000 bp with 65 mol% GC content and an extrachromosomal plasmid element of around 41 000 bp with 62 mol% GC content. Genomic comparative studies in X. arboricola have allowed the identification of putative virulence components associated with the infection process of bacterial spot of stone fruits and almond. DISEASE CONTROL Management of bacterial spot of stone fruits and almond is based on an integrated approach that comprises essential measures to avoid Xap introduction in a production zone, as well as the use of tolerant or resistant plant material and chemical treatments, mainly based on copper compounds. Management programmes also include the use of appropriate cultivation practices when the disease is already established. Finally, for the effective control of the disease, appropriate detection and characterization methods are needed for use in symptomatic or asymptomatic samples as a first approach for pathogen exclusion. USEFUL WEBSITES: https://gd.eppo.int/taxon/XANTPR; http://www.cost.eu/COST_Actions/ca/CA16107; http://www.xanthomonas.org.
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Affiliation(s)
- Jerson Garita‐Cambronero
- Departamento de Protección VegetalInstituto Nacional de Investigación y Tecnología Agraria y Alimentaria (INIA)Madrid 28040Spain
- Centro de Investigación de Biocombustibles y Bioproductos, Instituto Tecnológico Agrario de Castilla y León (ITACyL), Villarejo de Órbigo 24358LeónSpain
| | - Ana Palacio‐Bielsa
- Centro de Investigación y Tecnología Agroalimentaria de Aragón, Instituto Agroalimentario de Aragón‐IA2 ‐ (CITA ‐ Universidad de Zaragoza)Zaragoza 50059Spain
| | - Jaime Cubero
- Departamento de Protección VegetalInstituto Nacional de Investigación y Tecnología Agraria y Alimentaria (INIA)Madrid 28040Spain
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High-Quality Draft Genome Sequences of Five Xanthomonas arboricola pv. fragariae Isolates. GENOME ANNOUNCEMENTS 2018; 6:6/7/e01585-17. [PMID: 29449402 PMCID: PMC5814503 DOI: 10.1128/genomea.01585-17] [Citation(s) in RCA: 4] [Impact Index Per Article: 0.6] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Subscribe] [Scholar Register] [Indexed: 11/20/2022]
Abstract
Xanthomonas arboricola pv. fragariae was described in 2001 as the causal agent of strawberry bacterial leaf blight. We report here the first draft whole-genome sequences of five X. arboricola pv. fragariae isolates from Italy and France.
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Garita-Cambronero J, Palacio-Bielsa A, López MM, Cubero J. Pan-Genomic Analysis Permits Differentiation of Virulent and Non-virulent Strains of Xanthomonas arboricola That Cohabit Prunus spp. and Elucidate Bacterial Virulence Factors. Front Microbiol 2017; 8:573. [PMID: 28450852 PMCID: PMC5389983 DOI: 10.3389/fmicb.2017.00573] [Citation(s) in RCA: 27] [Impact Index Per Article: 3.4] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/16/2016] [Accepted: 03/20/2017] [Indexed: 01/17/2023] Open
Abstract
Xanthomonas arboricola is a plant-associated bacterial species that causes diseases on several plant hosts. One of the most virulent pathovars within this species is X. arboricola pv. pruni (Xap), the causal agent of bacterial spot disease of stone fruit trees and almond. Recently, a non-virulent Xap-look-a-like strain isolated from Prunus was characterized and its genome compared to pathogenic strains of Xap, revealing differences in the profile of virulence factors, such as the genes related to the type III secretion system (T3SS) and type III effectors (T3Es). The existence of this atypical strain arouses several questions associated with the abundance, the pathogenicity, and the evolutionary context of X. arboricola on Prunus hosts. After an initial characterization of a collection of Xanthomonas strains isolated from Prunus bacterial spot outbreaks in Spain during the past decade, six Xap-look-a-like strains, that did not clustered with the pathogenic strains of Xap according to a multi locus sequence analysis, were identified. Pathogenicity of these strains was analyzed and the genome sequences of two Xap-look-a-like strains, CITA 14 and CITA 124, non-virulent to Prunus spp., were obtained and compared to those available genomes of X. arboricola associated with this host plant. Differences were found among the genomes of the virulent and the Prunus non-virulent strains in several characters related to the pathogenesis process. Additionally, a pan-genomic analysis that included the available genomes of X. arboricola, revealed that the atypical strains associated with Prunus were related to a group of non-virulent or low virulent strains isolated from a wide host range. The repertoire of the genes related to T3SS and T3Es varied among the strains of this cluster and those strains related to the most virulent pathovars of the species, corylina, juglandis, and pruni. This variability provides information about the potential evolutionary process associated to the acquisition of pathogenicity and host specificity in X. arboricola. Finally, based in the genomic differences observed between the virulent and the non-virulent strains isolated from Prunus, a sensitive and specific real-time PCR protocol was designed to detect and identify Xap strains. This method avoids miss-identifications due to atypical strains of X. arboricola that can cohabit Prunus.
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Affiliation(s)
- Jerson Garita-Cambronero
- Departamento de Protección Vegetal, Instituto Nacional de Investigación y Tecnología Agraria y AlimentariaMadrid, Spain
| | - Ana Palacio-Bielsa
- Unidad de Sanidad Vegetal, Centro de Investigación y Tecnología Agroalimentaria de Aragón, Instituto Agroalimentario de Aragón, Universidad de ZaragozaZaragoza, Spain
| | - María M. López
- Departamento de Bacteriología, Centro de Protección Vegetal y Biotecnología, Instituto Valenciano de Investigaciones AgrariasValencia, Spain
| | - Jaime Cubero
- Departamento de Protección Vegetal, Instituto Nacional de Investigación y Tecnología Agraria y AlimentariaMadrid, Spain
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Garita-Cambronero J, Palacio-Bielsa A, López MM, Cubero J. Pan-Genomic Analysis Permits Differentiation of Virulent and Non-virulent Strains of Xanthomonas arboricola That Cohabit Prunus spp. and Elucidate Bacterial Virulence Factors. Front Microbiol 2017; 8:573. [PMID: 28450852 DOI: 10.3389/fmicb.2017.00573.ecollection2017] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.1] [Reference Citation Analysis] [Abstract] [Key Words] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/16/2016] [Accepted: 03/20/2017] [Indexed: 05/24/2023] Open
Abstract
Xanthomonas arboricola is a plant-associated bacterial species that causes diseases on several plant hosts. One of the most virulent pathovars within this species is X. arboricola pv. pruni (Xap), the causal agent of bacterial spot disease of stone fruit trees and almond. Recently, a non-virulent Xap-look-a-like strain isolated from Prunus was characterized and its genome compared to pathogenic strains of Xap, revealing differences in the profile of virulence factors, such as the genes related to the type III secretion system (T3SS) and type III effectors (T3Es). The existence of this atypical strain arouses several questions associated with the abundance, the pathogenicity, and the evolutionary context of X. arboricola on Prunus hosts. After an initial characterization of a collection of Xanthomonas strains isolated from Prunus bacterial spot outbreaks in Spain during the past decade, six Xap-look-a-like strains, that did not clustered with the pathogenic strains of Xap according to a multi locus sequence analysis, were identified. Pathogenicity of these strains was analyzed and the genome sequences of two Xap-look-a-like strains, CITA 14 and CITA 124, non-virulent to Prunus spp., were obtained and compared to those available genomes of X. arboricola associated with this host plant. Differences were found among the genomes of the virulent and the Prunus non-virulent strains in several characters related to the pathogenesis process. Additionally, a pan-genomic analysis that included the available genomes of X. arboricola, revealed that the atypical strains associated with Prunus were related to a group of non-virulent or low virulent strains isolated from a wide host range. The repertoire of the genes related to T3SS and T3Es varied among the strains of this cluster and those strains related to the most virulent pathovars of the species, corylina, juglandis, and pruni. This variability provides information about the potential evolutionary process associated to the acquisition of pathogenicity and host specificity in X. arboricola. Finally, based in the genomic differences observed between the virulent and the non-virulent strains isolated from Prunus, a sensitive and specific real-time PCR protocol was designed to detect and identify Xap strains. This method avoids miss-identifications due to atypical strains of X. arboricola that can cohabit Prunus.
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Affiliation(s)
- Jerson Garita-Cambronero
- Departamento de Protección Vegetal, Instituto Nacional de Investigación y Tecnología Agraria y AlimentariaMadrid, Spain
| | - Ana Palacio-Bielsa
- Unidad de Sanidad Vegetal, Centro de Investigación y Tecnología Agroalimentaria de Aragón, Instituto Agroalimentario de Aragón, Universidad de ZaragozaZaragoza, Spain
| | - María M López
- Departamento de Bacteriología, Centro de Protección Vegetal y Biotecnología, Instituto Valenciano de Investigaciones AgrariasValencia, Spain
| | - Jaime Cubero
- Departamento de Protección Vegetal, Instituto Nacional de Investigación y Tecnología Agraria y AlimentariaMadrid, Spain
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Merda D, Bonneau S, Guimbaud JF, Durand K, Brin C, Boureau T, Lemaire C, Jacques MA, Fischer-Le Saux M. Recombination-prone bacterial strains form a reservoir from which epidemic clones emerge in agroecosystems. ENVIRONMENTAL MICROBIOLOGY REPORTS 2016; 8:572-581. [PMID: 27059897 DOI: 10.1111/1758-2229.12397] [Citation(s) in RCA: 15] [Impact Index Per Article: 1.7] [Reference Citation Analysis] [Abstract] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 05/14/2023]
Abstract
The acquisition of virulence-related genes through horizontal gene transfer can modify the pathogenic profiles of strains and lead to the emergence of new diseases. Xanthomonas arboricola is a bacterial species largely known for the damage it causes to stone and nut fruit trees worldwide. In addition to these host-specific populations called pathovars, many nonpathogenic strains have been identified in this species. Their evolutionary significance in the context of pathogen emergence is unknown. We looked at seven housekeeping genes amplified from 187 pathogenic and nonpathogenic strains isolated from various plants worldwide to analyze population genetics and recombination dynamics. We also examined the dynamics of the gains and losses of genes associated with life history traits (LHTs) during X. arboricola evolution. We discovered that X. arboricola presents an epidemic population structure. Successful pathovars of trees (i.e. pruni, corylina and juglandis) are epidemic clones whose emergence appears to be linked to the acquisition of eight genes coding for Type III effectors. The other strains of this species are part of a recombinant network, within which LHT-associated genes might have been lost. We suggest that nonpathogenic strains, because of their high genetic diversity and propensity for recombination, may promote the emergence of pathogenic strains.
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Affiliation(s)
- Déborah Merda
- IRHS, Agrocampus-Ouest, INRA, Université d'Angers, SFR 4207 QuaSaV, 49071, Beaucouzé, France
| | - Sophie Bonneau
- IRHS, Agrocampus-Ouest, INRA, Université d'Angers, SFR 4207 QuaSaV, 49071, Beaucouzé, France
| | - Jean-François Guimbaud
- IRHS, Agrocampus-Ouest, INRA, Université d'Angers, SFR 4207 QuaSaV, 49071, Beaucouzé, France
| | - Karine Durand
- IRHS, Agrocampus-Ouest, INRA, Université d'Angers, SFR 4207 QuaSaV, 49071, Beaucouzé, France
| | - Chrystelle Brin
- IRHS, Agrocampus-Ouest, INRA, Université d'Angers, SFR 4207 QuaSaV, 49071, Beaucouzé, France
| | - Tristan Boureau
- IRHS, Agrocampus-Ouest, INRA, Université d'Angers, SFR 4207 QuaSaV, 49071, Beaucouzé, France
| | - Christophe Lemaire
- IRHS, Agrocampus-Ouest, INRA, Université d'Angers, SFR 4207 QuaSaV, 49071, Beaucouzé, France
| | - Marie-Agnès Jacques
- IRHS, Agrocampus-Ouest, INRA, Université d'Angers, SFR 4207 QuaSaV, 49071, Beaucouzé, France
| | - Marion Fischer-Le Saux
- IRHS, Agrocampus-Ouest, INRA, Université d'Angers, SFR 4207 QuaSaV, 49071, Beaucouzé, France
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Draft Genome Sequence of Two Strains of Xanthomonas arboricola Isolated from Prunus persica Which Are Dissimilar to Strains That Cause Bacterial Spot Disease on Prunus spp. GENOME ANNOUNCEMENTS 2016; 4:4/5/e00974-16. [PMID: 27609931 PMCID: PMC5017236 DOI: 10.1128/genomea.00974-16] [Citation(s) in RCA: 5] [Impact Index Per Article: 0.6] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Subscribe] [Scholar Register] [Indexed: 12/02/2022]
Abstract
The draft genome sequences of two strains of Xanthomonas arboricola, isolated from asymptomatic peach trees in Spain, are reported here. These strains are avirulent and do not belong to the same phylogroup as X. arboricola pv. pruni, a causal agent of bacterial spot disease of stone fruits and almonds.
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Comparative Genomic and Phenotypic Characterization of Pathogenic and Non-Pathogenic Strains of Xanthomonas arboricola Reveals Insights into the Infection Process of Bacterial Spot Disease of Stone Fruits. PLoS One 2016; 11:e0161977. [PMID: 27571391 PMCID: PMC5003339 DOI: 10.1371/journal.pone.0161977] [Citation(s) in RCA: 24] [Impact Index Per Article: 2.7] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/13/2016] [Accepted: 08/15/2016] [Indexed: 02/07/2023] Open
Abstract
Xanthomonas arboricola pv. pruni is the causal agent of bacterial spot disease of stone fruits, a quarantinable pathogen in several areas worldwide, including the European Union. In order to develop efficient control methods for this disease, it is necessary to improve the understanding of the key determinants associated with host restriction, colonization and the development of pathogenesis. After an initial characterization, by multilocus sequence analysis, of 15 strains of X. arboricola isolated from Prunus, one strain did not group into the pathovar pruni or into other pathovars of this species and therefore it was identified and defined as a X. arboricola pv. pruni look-a-like. This non-pathogenic strain and two typical strains of X. arboricola pv. pruni were selected for a whole genome and phenotype comparative analysis in features associated with the pathogenesis process in Xanthomonas. Comparative analysis among these bacterial strains isolated from Prunus spp. and the inclusion of 15 publicly available genome sequences from other pathogenic and non-pathogenic strains of X. arboricola revealed variations in the phenotype associated with variations in the profiles of TonB-dependent transporters, sensors of the two-component regulatory system, methyl accepting chemotaxis proteins, components of the flagella and the type IV pilus, as well as in the repertoire of cell-wall degrading enzymes and the components of the type III secretion system and related effectors. These variations provide a global overview of those mechanisms that could be associated with the development of bacterial spot disease. Additionally, it pointed out some features that might influence the host specificity and the variable virulence observed in X. arboricola.
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13
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Harrison J, Grant MR, Studholme DJ. Draft Genome Sequences of Two Strains of Xanthomonas arboricola pv. celebensis Isolated from Banana Plants. GENOME ANNOUNCEMENTS 2016; 4:e01705-15. [PMID: 26868395 PMCID: PMC4751319 DOI: 10.1128/genomea.01705-15] [Citation(s) in RCA: 8] [Impact Index Per Article: 0.9] [Reference Citation Analysis] [Abstract] [Grants] [Track Full Text] [Download PDF] [Subscribe] [Scholar Register] [Received: 12/11/2015] [Accepted: 12/21/2015] [Indexed: 12/02/2022]
Abstract
We report here the annotated draft genome sequences of strains Xanthomonas arboricola pv. celebensis NCPPB 1832 and NCPPB 1630 (NCPPB, National Collection of Plant Pathogenic Bacteria), both isolated from Musa species in New Zealand. This will allow the comparison of genomes between phylogenetically distant xanthomonads that have independently converged with the ability to colonize banana plants.
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Affiliation(s)
- James Harrison
- School of Biosciences, University of Exeter, Devon, United Kingdom
| | - Murray R Grant
- School of Biosciences, University of Exeter, Devon, United Kingdom
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14
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Garita-Cambronero J, Palacio-Bielsa A, López MM, Cubero J. Draft genome sequence for virulent and avirulent strains of Xanthomonas arboricola isolated from Prunus spp. in Spain. Stand Genomic Sci 2016; 11:12. [PMID: 26823958 PMCID: PMC4730658 DOI: 10.1186/s40793-016-0132-3] [Citation(s) in RCA: 13] [Impact Index Per Article: 1.4] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/08/2015] [Accepted: 12/01/2015] [Indexed: 11/10/2022] Open
Abstract
Xanthomonas arboricola is a species in genus Xanthomonas which is mainly comprised of plant pathogens. Among the members of this taxon, X. arboricola pv. pruni, the causal agent of bacterial spot disease of stone fruits and almond, is distributed worldwide although it is considered a quarantine pathogen in the European Union. Herein, we report the draft genome sequence, the classification, the annotation and the sequence analyses of a virulent strain, IVIA 2626.1, and an avirulent strain, CITA 44, of X. arboricola associated with Prunus spp. The draft genome sequence of IVIA 2626.1 consists of 5,027,671 bp, 4,720 protein coding genes and 50 RNA encoding genes. The draft genome sequence of strain CITA 44 consists of 4,760,482 bp, 4,250 protein coding genes and 56 RNA coding genes. Initial comparative analyses reveals differences in the presence of structural and regulatory components of the type IV pilus, the type III secretion system, the type III effectors as well as variations in the number of the type IV secretion systems. The genome sequence data for these strains will facilitate the development of molecular diagnostics protocols that differentiate virulent and avirulent strains. In addition, comparative genome analysis will provide insights into the plant-pathogen interaction during the bacterial spot disease process.
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Affiliation(s)
| | - Ana Palacio-Bielsa
- />Centro de Investigación y Tecnología Agroalimentaria de Aragón, Zaragoza, Spain
| | - María M. López
- />Instituto Valenciano de Investigaciones Agrarias, Valencia, Spain
| | - Jaime Cubero
- />Instituto Nacional de Investigación y Tecnología Agraria y Alimentaria, Madrid, Spain
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15
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Cesbron S, Briand M, Essakhi S, Gironde S, Boureau T, Manceau C, Fischer-Le Saux M, Jacques MA. Comparative Genomics of Pathogenic and Nonpathogenic Strains of Xanthomonas arboricola Unveil Molecular and Evolutionary Events Linked to Pathoadaptation. FRONTIERS IN PLANT SCIENCE 2015; 6:1126. [PMID: 26734033 DOI: 10.3389/fpls.2015.01126.ecollection2015] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.1] [Reference Citation Analysis] [Abstract] [Key Words] [Subscribe] [Scholar Register] [Received: 05/29/2015] [Accepted: 11/27/2015] [Indexed: 05/24/2023]
Abstract
The bacterial species Xanthomonas arboricola contains plant pathogenic and nonpathogenic strains. It includes the pathogen X. arboricola pv. juglandis, causing the bacterial blight of Juglans regia. The emergence of a new bacterial disease of J. regia in France called vertical oozing canker (VOC) was previously described and the causal agent was identified as a distinct genetic lineage within the pathovar juglandis. Symptoms on walnut leaves and fruits are similar to those of a bacterial blight but VOC includes also cankers on trunk and branches. In this work, we used comparative genomics and physiological tests to detect differences between four X. arboricola strains isolated from walnut tree: strain CFBP 2528 causing walnut blight (WB), strain CFBP 7179 causing VOC and two nonpathogenic strains, CFBP 7634 and CFBP 7651, isolated from healthy walnut buds. Whole genome sequence comparisons revealed that pathogenic strains possess a larger and wider range of mobile genetic elements than nonpathogenic strains. One pathogenic strain, CFBP 7179, possessed a specific integrative and conjugative element (ICE) of 95 kb encoding genes involved in copper resistance, transport and regulation. The type three effector repertoire was larger in pathogenic strains than in nonpathogenic strains. Moreover, CFBP 7634 strain lacked the type three secretion system encoding genes. The flagellar system appeared incomplete and nonfunctional in the pathogenic strain CFBP 2528. Differential sets of chemoreceptor and different repertoires of genes coding adhesins were identified between pathogenic and nonpathogenic strains. Besides these differences, some strain-specific differences were also observed. Altogether, this study provides valuable insights to highlight the mechanisms involved in ecology, environment perception, plant adhesion and interaction, leading to the emergence of new strains in a dynamic environment.
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Affiliation(s)
- Sophie Cesbron
- INRA, UMR 1345 Institut de Recherche en Horticulture et Semences Beaucouzé, France
| | - Martial Briand
- INRA, UMR 1345 Institut de Recherche en Horticulture et Semences Beaucouzé, France
| | - Salwa Essakhi
- INRA, UMR 1345 Institut de Recherche en Horticulture et Semences Beaucouzé, France
| | - Sophie Gironde
- INRA, UMR 1345 Institut de Recherche en Horticulture et Semences Beaucouzé, France
| | - Tristan Boureau
- Université d'Angers, UMR 1345 Institut de Recherche en Horticulture et Semences Angers, France
| | - Charles Manceau
- INRA, UMR 1345 Institut de Recherche en Horticulture et Semences Beaucouzé, France
| | | | - Marie-Agnès Jacques
- INRA, UMR 1345 Institut de Recherche en Horticulture et Semences Beaucouzé, France
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Fischer-Le Saux M, Bonneau S, Essakhi S, Manceau C, Jacques MA. Aggressive Emerging Pathovars of Xanthomonas arboricola Represent Widespread Epidemic Clones Distinct from Poorly Pathogenic Strains, as Revealed by Multilocus Sequence Typing. Appl Environ Microbiol 2015; 81:4651-68. [PMID: 25934623 PMCID: PMC4551192 DOI: 10.1128/aem.00050-15] [Citation(s) in RCA: 50] [Impact Index Per Article: 5.0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/06/2015] [Accepted: 04/25/2015] [Indexed: 12/11/2022] Open
Abstract
Deep and comprehensive knowledge of the genetic structure of pathogenic species is the cornerstone on which the design of precise molecular diagnostic tools is built. Xanthomonas arboricola is divided into pathovars, some of which are classified as quarantine organisms in many countries and are responsible for diseases on nut and stone fruit trees that have emerged worldwide. Recent taxonomic studies of the genus Xanthomonas showed that strains isolated from other hosts should be classified in X. arboricola, extending the host range of the species. To investigate the genetic structure of X. arboricola and the genetic relationships between highly pathogenic strains and strains apparently not relevant to plant health, we conducted multilocus sequence analyses on a collection of strains representative of the known diversity of the species. Most of the pathovars were clustered in separate monophyletic groups. The pathovars pruni, corylina, and juglandis, responsible for pandemics in specific hosts, were highly phylogenetically related and clustered in three distinct clonal complexes. In contrast, strains with no or uncertain pathogenicity were represented by numerous unrelated singletons scattered in the phylogenic tree. Depending on the pathovar, intra- and interspecies recombination played contrasting roles in generating nucleotide polymorphism. This work provides a population genetics framework for molecular epidemiological surveys of emerging plant pathogens within X. arboricola. Based on our results, we propose to reclassify three former pathovars of Xanthomonas campestris as X. arboricola pv. arracaciae comb. nov., X. arboricola pv. guizotiae comb. nov., and X. arboricola pv. zantedeschiae comb. nov. An emended description of X. arboricola Vauterin et al. 1995 is provided.
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Affiliation(s)
- Marion Fischer-Le Saux
- INRA, UMR1345 IRHS Institut de Recherche en Horticulture et Semences, Beaucouzé, France Université d'Angers, UMR1345 IRHS Institut de Recherche en Horticulture et Semences, Beaucouzé, France Agrocampus Ouest, UMR1345 IRHS Institut de Recherche en Horticulture et Semences, Beaucouzé, France
| | - Sophie Bonneau
- INRA, UMR1345 IRHS Institut de Recherche en Horticulture et Semences, Beaucouzé, France Université d'Angers, UMR1345 IRHS Institut de Recherche en Horticulture et Semences, Beaucouzé, France Agrocampus Ouest, UMR1345 IRHS Institut de Recherche en Horticulture et Semences, Beaucouzé, France
| | - Salwa Essakhi
- INRA, UMR1345 IRHS Institut de Recherche en Horticulture et Semences, Beaucouzé, France Université d'Angers, UMR1345 IRHS Institut de Recherche en Horticulture et Semences, Beaucouzé, France Agrocampus Ouest, UMR1345 IRHS Institut de Recherche en Horticulture et Semences, Beaucouzé, France
| | - Charles Manceau
- INRA, UMR1345 IRHS Institut de Recherche en Horticulture et Semences, Beaucouzé, France Université d'Angers, UMR1345 IRHS Institut de Recherche en Horticulture et Semences, Beaucouzé, France Agrocampus Ouest, UMR1345 IRHS Institut de Recherche en Horticulture et Semences, Beaucouzé, France
| | - Marie-Agnès Jacques
- INRA, UMR1345 IRHS Institut de Recherche en Horticulture et Semences, Beaucouzé, France Université d'Angers, UMR1345 IRHS Institut de Recherche en Horticulture et Semences, Beaucouzé, France Agrocampus Ouest, UMR1345 IRHS Institut de Recherche en Horticulture et Semences, Beaucouzé, France
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Schwartz AR, Potnis N, Timilsina S, Wilson M, Patané J, Martins J, Minsavage GV, Dahlbeck D, Akhunova A, Almeida N, Vallad GE, Barak JD, White FF, Miller SA, Ritchie D, Goss E, Bart RS, Setubal JC, Jones JB, Staskawicz BJ. Phylogenomics of Xanthomonas field strains infecting pepper and tomato reveals diversity in effector repertoires and identifies determinants of host specificity. Front Microbiol 2015; 6:535. [PMID: 26089818 PMCID: PMC4452888 DOI: 10.3389/fmicb.2015.00535] [Citation(s) in RCA: 98] [Impact Index Per Article: 9.8] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/03/2015] [Accepted: 05/15/2015] [Indexed: 11/24/2022] Open
Abstract
Bacterial spot disease of pepper and tomato is caused by four distinct Xanthomonas species and is a severely limiting factor on fruit yield in these crops. The genetic diversity and the type III effector repertoires of a large sampling of field strains for this disease have yet to be explored on a genomic scale, limiting our understanding of pathogen evolution in an agricultural setting. Genomes of 67 Xanthomonas euvesicatoria (Xe), Xanthomonas perforans (Xp), and Xanthomonas gardneri (Xg) strains isolated from diseased pepper and tomato fields in the southeastern and midwestern United States were sequenced in order to determine the genetic diversity in field strains. Type III effector repertoires were computationally predicted for each strain, and multiple methods of constructing phylogenies were employed to understand better the genetic relationship of strains in the collection. A division in the Xp population was detected based on core genome phylogeny, supporting a model whereby the host-range expansion of Xp field strains on pepper is due, in part, to a loss of the effector AvrBsT. Xp-host compatibility was further studied with the observation that a double deletion of AvrBsT and XopQ allows a host range expansion for Nicotiana benthamiana. Extensive sampling of field strains and an improved understanding of effector content will aid in efforts to design disease resistance strategies targeted against highly conserved core effectors.
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Affiliation(s)
- Allison R. Schwartz
- Department of Plant and Microbial Biology, University of California, BerkeleyBerkeley, CA, USA
| | - Neha Potnis
- Department of Plant Pathology, University of FloridaGainesville, FL, USA
| | - Sujan Timilsina
- Department of Plant Pathology, University of FloridaGainesville, FL, USA
| | - Mark Wilson
- Donald Danforth Plant Science CenterSt. Louis, MO, USA
| | - José Patané
- Department of Biochemistry, Institute of Chemistry, University of São PauloSão Paulo, Brazil
| | - Joaquim Martins
- Department of Biochemistry, Institute of Chemistry, University of São PauloSão Paulo, Brazil
| | | | - Douglas Dahlbeck
- Department of Plant and Microbial Biology, University of California, BerkeleyBerkeley, CA, USA
| | - Alina Akhunova
- Department of Plant Pathology, Kansas State UniversityManhattan, KS, USA
| | - Nalvo Almeida
- School of Computing, Federal University of Mato Grosso do SulCampo Grande, Brazil
| | - Gary E. Vallad
- Gulf Coast Research and Education Center, University of FloridaWimauma, FL, USA
| | - Jeri D. Barak
- Department of Plant Pathology, University of Wisconsin, MadisonMadison, WI, USA
| | - Frank F. White
- Department of Plant Pathology, Kansas State UniversityManhattan, KS, USA
| | - Sally A. Miller
- Department of Plant Pathology, Ohio Agricultural Research and Development CenterWooster, MA, USA
| | - David Ritchie
- Department of Plant Pathology, NC State UniversityRaleigh, NC, USA
| | - Erica Goss
- Department of Plant Pathology, University of FloridaGainesville, FL, USA
| | | | - João C. Setubal
- Department of Biochemistry, Institute of Chemistry, University of São PauloSão Paulo, Brazil
- Virginia Bioinformatics Institute, Virginia TechBlacksburg, VA, USA
| | - Jeffrey B. Jones
- Department of Plant Pathology, University of FloridaGainesville, FL, USA
| | - Brian J. Staskawicz
- Department of Plant and Microbial Biology, University of California, BerkeleyBerkeley, CA, USA
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18
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Ignatov AN, Kyrova EI, Vinogradova SV, Kamionskaya AM, Schaad NW, Luster DG. Draft Genome Sequence of Xanthomonas arboricola Strain 3004, a Causal Agent of Bacterial Disease on Barley. GENOME ANNOUNCEMENTS 2015; 3:e01572-14. [PMID: 25700410 PMCID: PMC4335334 DOI: 10.1128/genomea.01572-14] [Citation(s) in RCA: 19] [Impact Index Per Article: 1.9] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Subscribe] [Scholar Register] [Received: 01/04/2015] [Accepted: 01/08/2015] [Indexed: 11/20/2022]
Abstract
We report here the annotated genome sequence of Xanthomonas arboricola strain 3004, isolated from barley leaves with symptoms of streak and capable of infecting other plant species. We sequenced the genome of X. arboricola strain 3004 to improve the understanding of molecular mechanisms of the pathogenesis and evolution of the genus Xanthomonas.
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Affiliation(s)
- Alexander N Ignatov
- Center Bioengineering, Russian Academy of Sciences, Moscow, Russian Federation Russian Research Institute of Phytopathology, Bolshie Vyazemy, Russian Federation Peoples' Friendship University of Russia, Moscow, Russia Federation
| | - Elena I Kyrova
- Peoples' Friendship University of Russia, Moscow, Russia Federation
| | | | | | - Norman W Schaad
- U.S. Department of Agriculture, Agricultural Research Service, Foreign Disease-Weed Science Research Unit, Ft. Detrick, Maryland, USA
| | - Douglas G Luster
- U.S. Department of Agriculture, Agricultural Research Service, Foreign Disease-Weed Science Research Unit, Ft. Detrick, Maryland, USA
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19
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Cesbron S, Briand M, Essakhi S, Gironde S, Boureau T, Manceau C, Fischer-Le Saux M, Jacques MA. Comparative Genomics of Pathogenic and Nonpathogenic Strains of Xanthomonas arboricola Unveil Molecular and Evolutionary Events Linked to Pathoadaptation. FRONTIERS IN PLANT SCIENCE 2015; 6:1126. [PMID: 26734033 PMCID: PMC4686621 DOI: 10.3389/fpls.2015.01126] [Citation(s) in RCA: 57] [Impact Index Per Article: 5.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Subscribe] [Scholar Register] [Received: 05/29/2015] [Accepted: 11/27/2015] [Indexed: 05/03/2023]
Abstract
The bacterial species Xanthomonas arboricola contains plant pathogenic and nonpathogenic strains. It includes the pathogen X. arboricola pv. juglandis, causing the bacterial blight of Juglans regia. The emergence of a new bacterial disease of J. regia in France called vertical oozing canker (VOC) was previously described and the causal agent was identified as a distinct genetic lineage within the pathovar juglandis. Symptoms on walnut leaves and fruits are similar to those of a bacterial blight but VOC includes also cankers on trunk and branches. In this work, we used comparative genomics and physiological tests to detect differences between four X. arboricola strains isolated from walnut tree: strain CFBP 2528 causing walnut blight (WB), strain CFBP 7179 causing VOC and two nonpathogenic strains, CFBP 7634 and CFBP 7651, isolated from healthy walnut buds. Whole genome sequence comparisons revealed that pathogenic strains possess a larger and wider range of mobile genetic elements than nonpathogenic strains. One pathogenic strain, CFBP 7179, possessed a specific integrative and conjugative element (ICE) of 95 kb encoding genes involved in copper resistance, transport and regulation. The type three effector repertoire was larger in pathogenic strains than in nonpathogenic strains. Moreover, CFBP 7634 strain lacked the type three secretion system encoding genes. The flagellar system appeared incomplete and nonfunctional in the pathogenic strain CFBP 2528. Differential sets of chemoreceptor and different repertoires of genes coding adhesins were identified between pathogenic and nonpathogenic strains. Besides these differences, some strain-specific differences were also observed. Altogether, this study provides valuable insights to highlight the mechanisms involved in ecology, environment perception, plant adhesion and interaction, leading to the emergence of new strains in a dynamic environment.
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Affiliation(s)
- Sophie Cesbron
- INRA, UMR 1345 Institut de Recherche en Horticulture et SemencesBeaucouzé, France
- *Correspondence: Sophie Cesbron
| | - Martial Briand
- INRA, UMR 1345 Institut de Recherche en Horticulture et SemencesBeaucouzé, France
| | - Salwa Essakhi
- INRA, UMR 1345 Institut de Recherche en Horticulture et SemencesBeaucouzé, France
| | - Sophie Gironde
- INRA, UMR 1345 Institut de Recherche en Horticulture et SemencesBeaucouzé, France
| | - Tristan Boureau
- Université d'Angers, UMR 1345 Institut de Recherche en Horticulture et SemencesAngers, France
| | - Charles Manceau
- INRA, UMR 1345 Institut de Recherche en Horticulture et SemencesBeaucouzé, France
| | | | - Marie-Agnès Jacques
- INRA, UMR 1345 Institut de Recherche en Horticulture et SemencesBeaucouzé, France
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