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Francisco CS, Ma X, Zwyssig MM, McDonald BA, Palma-Guerrero J. Morphological changes in response to environmental stresses in the fungal plant pathogen Zymoseptoria tritici. Sci Rep 2019; 9:9642. [PMID: 31270361 PMCID: PMC6610121 DOI: 10.1038/s41598-019-45994-3] [Citation(s) in RCA: 62] [Impact Index Per Article: 10.3] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/11/2018] [Accepted: 06/20/2019] [Indexed: 01/15/2023] Open
Abstract
During their life cycles, pathogens have to adapt to many biotic and abiotic environmental stresses to maximize their overall fitness. Morphological transitions are one of the least understood of the many strategies employed by fungal plant pathogens to adapt to constantly changing environments, even though different morphotypes may play important biological roles. Here, we first show that blastospores (the "yeast-like" form of the pathogen typically known only under laboratory conditions) can form from germinated pycnidiospores (asexual spores) on the surface of wheat leaves, suggesting that this morphotype can play an important role in the natural history of Z. tritici. Next, we characterized the morphological responses of this fungus to a series of environmental stresses to understand the effects of changing environments on fungal morphology and adaptation. All tested stresses induced morphological changes, but different responses were found among four strains. We discovered that Z. tritici forms chlamydospores and demonstrated that these structures are better able to survive extreme cold, heat and drought than other cell types. Finally, a transcriptomic analysis showed that morphogenesis and the expression of virulence factors are co-regulated in this pathogen. Our findings illustrate how changing environmental conditions can affect cellular morphology and lead to the formation of new morphotypes, with each morphotype having a potential impact on both pathogen survival and disease epidemiology.
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Affiliation(s)
| | - Xin Ma
- Plant Pathology Group, Institute of Integrative Biology, ETH Zürich, 8092, Zürich, Switzerland
| | - Maria Manuela Zwyssig
- Plant Pathology Group, Institute of Integrative Biology, ETH Zürich, 8092, Zürich, Switzerland
| | - Bruce A McDonald
- Plant Pathology Group, Institute of Integrative Biology, ETH Zürich, 8092, Zürich, Switzerland
| | - Javier Palma-Guerrero
- Plant Pathology Group, Institute of Integrative Biology, ETH Zürich, 8092, Zürich, Switzerland.
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52
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Todd RT, Wikoff TD, Forche A, Selmecki A. Genome plasticity in Candida albicans is driven by long repeat sequences. eLife 2019; 8:45954. [PMID: 31172944 PMCID: PMC6591007 DOI: 10.7554/elife.45954] [Citation(s) in RCA: 61] [Impact Index Per Article: 10.2] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/10/2019] [Accepted: 06/07/2019] [Indexed: 11/13/2022] Open
Abstract
Genome rearrangements resulting in copy number variation (CNV) and loss of heterozygosity (LOH) are frequently observed during the somatic evolution of cancer and promote rapid adaptation of fungi to novel environments. In the human fungal pathogen Candida albicans, CNV and LOH confer increased virulence and antifungal drug resistance, yet the mechanisms driving these rearrangements are not completely understood. Here, we unveil an extensive array of long repeat sequences (65-6499 bp) that are associated with CNV, LOH, and chromosomal inversions. Many of these long repeat sequences are uncharacterized and encompass one or more coding sequences that are actively transcribed. Repeats associated with genome rearrangements are predominantly inverted and separated by up to ~1.6 Mb, an extraordinary distance for homology-based DNA repair/recombination in yeast. These repeat sequences are a significant source of genome plasticity across diverse strain backgrounds including clinical, environmental, and experimentally evolved isolates, and represent previously uncharacterized variation in the reference genome.
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Affiliation(s)
- Robert T Todd
- Creighton University Medical School, Omaha, United States
| | - Tyler D Wikoff
- Creighton University Medical School, Omaha, United States
| | | | - Anna Selmecki
- Creighton University Medical School, Omaha, United States
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53
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Bradshaw RE, Sim AD, Chettri P, Dupont P, Guo Y, Hunziker L, McDougal RL, Van der Nest A, Fourie A, Wheeler D, Cox MP, Barnes I. Global population genomics of the forest pathogen Dothistroma septosporum reveal chromosome duplications in high dothistromin-producing strains. MOLECULAR PLANT PATHOLOGY 2019; 20:784-799. [PMID: 30938073 PMCID: PMC6637865 DOI: 10.1111/mpp.12791] [Citation(s) in RCA: 15] [Impact Index Per Article: 2.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 05/04/2023]
Abstract
Dothistroma needle blight is one of the most devastating pine tree diseases worldwide. New and emerging epidemics have been frequent over the last 25 years, particularly in the Northern Hemisphere, where they are in part associated with changing weather patterns. One of the main Dothistroma needle blight pathogens, Dothistroma septosporum, has a global distribution but most molecular plant pathology research has been confined to Southern Hemisphere populations that have limited genetic diversity. Extensive genomic and transcriptomic data are available for a D. septosporum reference strain from New Zealand, where an introduced clonal population of the pathogen predominates. Due to the global importance of this pathogen, we determined whether the genome of this reference strain is representative of the species worldwide by sequencing the genomes of 18 strains sampled globally from different pine hosts. Genomic polymorphism shows substantial variation within the species, clustered into two distinct groups of strains with centres of diversity in Central and South America. A reciprocal chromosome translocation uniquely identifies the New Zealand strains. Globally, strains differ in their production of the virulence factor dothistromin, with extremely high production levels in strain ALP3 from Germany. Comparisons with the New Zealand reference revealed that several strains are aneuploids; for example, ALP3 has duplications of three chromosomes. Increased gene copy numbers therefore appear to contribute to increased production of dothistromin, emphasizing that studies of population structure are a necessary adjunct to functional analyses of genetic polymorphisms to identify the molecular basis of virulence in this important forest pathogen.
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Affiliation(s)
- Rosie E. Bradshaw
- School of Fundamental Sciences and Bio‐Protection Research CentreMassey UniversityPalmerston North4410New Zealand
| | - Andre D. Sim
- School of Fundamental Sciences and Bio‐Protection Research CentreMassey UniversityPalmerston North4410New Zealand
| | - Pranav Chettri
- School of Fundamental Sciences and Bio‐Protection Research CentreMassey UniversityPalmerston North4410New Zealand
| | - Pierre‐Yves Dupont
- School of Fundamental Sciences and Bio‐Protection Research CentreMassey UniversityPalmerston North4410New Zealand
- Institute of Environmental Science and ResearchChristchurch8041New Zealand
| | - Yanan Guo
- School of Fundamental Sciences and Bio‐Protection Research CentreMassey UniversityPalmerston North4410New Zealand
| | - Lukas Hunziker
- School of Fundamental Sciences and Bio‐Protection Research CentreMassey UniversityPalmerston North4410New Zealand
| | | | - Ariska Van der Nest
- Department of Biochemistry, Genetics and Microbiology, Forestry and Agricultural Biotechnology Institute (FABI)University of PretoriaPretoriaSouth Africa
| | - Arista Fourie
- Department of Biochemistry, Genetics and Microbiology, Forestry and Agricultural Biotechnology Institute (FABI)University of PretoriaPretoriaSouth Africa
| | - David Wheeler
- School of Fundamental Sciences and Bio‐Protection Research CentreMassey UniversityPalmerston North4410New Zealand
- NSW Department of Primary IndustriesOrange Agricultural InstituteAustralia
| | - Murray P. Cox
- School of Fundamental Sciences and Bio‐Protection Research CentreMassey UniversityPalmerston North4410New Zealand
| | - Irene Barnes
- Department of Biochemistry, Genetics and Microbiology, Forestry and Agricultural Biotechnology Institute (FABI)University of PretoriaPretoriaSouth Africa
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54
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Tsushima A, Gan P, Kumakura N, Narusaka M, Takano Y, Narusaka Y, Shirasu K. Genomic Plasticity Mediated by Transposable Elements in the Plant Pathogenic Fungus Colletotrichum higginsianum. Genome Biol Evol 2019; 11:1487-1500. [PMID: 31028389 PMCID: PMC6535813 DOI: 10.1093/gbe/evz087] [Citation(s) in RCA: 35] [Impact Index Per Article: 5.8] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Accepted: 04/17/2019] [Indexed: 12/22/2022] Open
Abstract
Phytopathogen genomes are under constant pressure to change, as pathogens are locked in an evolutionary arms race with their hosts, where pathogens evolve effector genes to manipulate their hosts, whereas the hosts evolve immune components to recognize the products of these genes. Colletotrichum higginsianum (Ch), a fungal pathogen with no known sexual morph, infects Brassicaceae plants including Arabidopsis thaliana. Previous studies revealed that Ch differs in its virulence toward various Arabidopsis thaliana ecotypes, indicating the existence of coevolutionary selective pressures. However, between-strain genomic variations in Ch have not been studied. Here, we sequenced and assembled the genome of a Ch strain, resulting in a highly contiguous genome assembly, which was compared with the chromosome-level genome assembly of another strain to identify genomic variations between strains. We found that the two closely related strains vary in terms of large-scale rearrangements, the existence of strain-specific regions, and effector candidate gene sets and that these variations are frequently associated with transposable elements (TEs). Ch has a compartmentalized genome consisting of gene-sparse, TE-dense regions with more effector candidate genes and gene-dense, TE-sparse regions harboring conserved genes. Additionally, analysis of the conservation patterns and syntenic regions of effector candidate genes indicated that the two strains vary in their effector candidate gene sets because of de novo evolution, horizontal gene transfer, or gene loss after divergence. Our results reveal mechanisms for generating genomic diversity in this asexual pathogen, which are important for understanding its adaption to hosts.
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Affiliation(s)
- Ayako Tsushima
- Graduate School of Science, The University of Tokyo, Bunkyo, Japan
- Center for Sustainable Resource Science, RIKEN, Yokohama, Japan
| | - Pamela Gan
- Center for Sustainable Resource Science, RIKEN, Yokohama, Japan
| | | | - Mari Narusaka
- Research Institute for Biological Sciences Okayama, Kaga-gun, Japan
| | | | | | - Ken Shirasu
- Graduate School of Science, The University of Tokyo, Bunkyo, Japan
- Center for Sustainable Resource Science, RIKEN, Yokohama, Japan
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55
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Habig M, Kema GHJ, Holtgrewe Stukenbrock E. Meiotic drive of female-inherited supernumerary chromosomes in a pathogenic fungus. eLife 2018; 7:e40251. [PMID: 30543518 PMCID: PMC6331196 DOI: 10.7554/elife.40251] [Citation(s) in RCA: 24] [Impact Index Per Article: 3.4] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/20/2018] [Accepted: 12/13/2018] [Indexed: 01/03/2023] Open
Abstract
Meiosis is a key cellular process of sexual reproduction that includes pairing of homologous sequences. In many species however, meiosis can also involve the segregation of supernumerary chromosomes, which can lack a homolog. How these unpaired chromosomes undergo meiosis is largely unknown. In this study we investigated chromosome segregation during meiosis in the haploid fungus Zymoseptoria tritici that possesses a large complement of supernumerary chromosomes. We used isogenic whole chromosome deletion strains to compare meiotic transmission of chromosomes when paired and unpaired. Unpaired chromosomes inherited from the male parent as well as paired supernumerary chromosomes in general showed Mendelian inheritance. In contrast, unpaired chromosomes inherited from the female parent showed non-Mendelian inheritance but were amplified and transmitted to all meiotic products. We concluded that the supernumerary chromosomes of Z. tritici show a meiotic drive and propose an additional feedback mechanism during meiosis, which initiates amplification of unpaired female-inherited chromosomes.
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Affiliation(s)
- Michael Habig
- Environmental GenomicsChristian-Albrechts University of KielKielGermany
- Max Planck Institute for Evolutionary BiologyPlönGermany
| | - Gert HJ Kema
- Wageningen Plant ResearchWageningen University and ResearchWageningenThe Netherlands
- Laboratory of PhytopathologyWageningen University and ResearchWageningenThe Netherlands
| | - Eva Holtgrewe Stukenbrock
- Environmental GenomicsChristian-Albrechts University of KielKielGermany
- Max Planck Institute for Evolutionary BiologyPlönGermany
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56
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Möller M, Habig M, Freitag M, Stukenbrock EH. Extraordinary Genome Instability and Widespread Chromosome Rearrangements During Vegetative Growth. Genetics 2018; 210:517-529. [PMID: 30072376 PMCID: PMC6216587 DOI: 10.1534/genetics.118.301050] [Citation(s) in RCA: 55] [Impact Index Per Article: 7.9] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/19/2018] [Accepted: 07/18/2018] [Indexed: 12/27/2022] Open
Abstract
The haploid genome of the pathogenic fungus Zymoseptoria tritici is contained on "core" and "accessory" chromosomes. While 13 core chromosomes are found in all strains, as many as eight accessory chromosomes show presence/absence variation and rearrangements among field isolates. The factors influencing these presence/absence polymorphisms are so far unknown. We investigated chromosome stability using experimental evolution, karyotyping, and genome sequencing. We report extremely high and variable rates of accessory chromosome loss during mitotic propagation in vitro and in planta Spontaneous chromosome loss was observed in 2 to >50% of cells during 4 weeks of incubation. Similar rates of chromosome loss in the closely related Zymoseptoria ardabiliae suggest that this extreme chromosome dynamic is a conserved phenomenon in the genus. Elevating the incubation temperature greatly increases instability of accessory and even core chromosomes, causing severe rearrangements involving telomere fusion and chromosome breakage. Chromosome losses do not affect the fitness of Zymoseptoria tritici in vitro, but some lead to increased virulence, suggesting an adaptive role of this extraordinary chromosome instability.
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Affiliation(s)
- Mareike Möller
- Environmental Genomics, Christian-Albrechts University, D-24118 Kiel, Germany
- Max Planck Fellow Group Environmental Genomics, Max Planck Institute for Evolutionary Biology, D-24306 Plön, Germany
| | - Michael Habig
- Environmental Genomics, Christian-Albrechts University, D-24118 Kiel, Germany
- Max Planck Fellow Group Environmental Genomics, Max Planck Institute for Evolutionary Biology, D-24306 Plön, Germany
| | - Michael Freitag
- Department of Biochemistry and Biophysics, Oregon State University, Corvallis, Oregon 97331-7305
| | - Eva H Stukenbrock
- Environmental Genomics, Christian-Albrechts University, D-24118 Kiel, Germany
- Max Planck Fellow Group Environmental Genomics, Max Planck Institute for Evolutionary Biology, D-24306 Plön, Germany
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57
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Feurtey A, Stukenbrock EH. Interspecific Gene Exchange as a Driver of Adaptive Evolution in Fungi. Annu Rev Microbiol 2018; 72:377-398. [DOI: 10.1146/annurev-micro-090817-062753] [Citation(s) in RCA: 32] [Impact Index Per Article: 4.6] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/09/2022]
Abstract
Throughout evolutionary history in the kingdom Fungi, taxa have exchanged genetic information among species, as revealed in particular by analyses of genome sequences. In fungi, hybridization can occur by sexual mating or by fusion of vegetative structures giving rise to new species or leaving traces of introgression in the genome. Furthermore, gene exchange can occur by horizontal gene transfer between species and can even include organisms outside the kingdom Fungi. In several cases, interspecific gene exchange has been instrumental in rapid adaptive evolution of fungal species and has notably played a role in the emergence of new pathogens. Here we summarize mechanisms and examples of gene exchange in fungi with a particular focus on the genomic context. We emphasize the need for and potential of applying population genetic approaches to better understand the processes and the impact of interspecific gene exchange in rapid adaptive evolution and species diversification. The broad occurrence of gene exchange among fungal species challenges our species concepts in the kingdom Fungi.
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Affiliation(s)
- Alice Feurtey
- Environmental Genomics, Max Planck Institute for Evolutionary Biology, 24306 Plön, Germany;,
| | - Eva H. Stukenbrock
- Environmental Genomics, Max Planck Institute for Evolutionary Biology, 24306 Plön, Germany;,
- Environmental Genomics, Christian-Albrechts University of Kiel, 24118 Kiel, Germany
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58
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Syme RA, Tan KC, Rybak K, Friesen TL, McDonald BA, Oliver RP, Hane JK. Pan-Parastagonospora Comparative Genome Analysis-Effector Prediction and Genome Evolution. Genome Biol Evol 2018; 10:2443-2457. [PMID: 30184068 PMCID: PMC6152946 DOI: 10.1093/gbe/evy192] [Citation(s) in RCA: 26] [Impact Index Per Article: 3.7] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Accepted: 09/03/2018] [Indexed: 01/01/2023] Open
Abstract
We report a fungal pan-genome study involving Parastagonospora spp., including 21 isolates of the wheat (Triticum aestivum) pathogen Parastagonospora nodorum, 10 of the grass-infecting Parastagonospora avenae, and 2 of a closely related undefined sister species. We observed substantial variation in the distribution of polymorphisms across the pan-genome, including repeat-induced point mutations, diversifying selection and gene gains and losses. We also discovered chromosome-scale inter and intraspecific presence/absence variation of some sequences, suggesting the occurrence of one or more accessory chromosomes or regions that may play a role in host-pathogen interactions. The presence of known pathogenicity effector loci SnToxA, SnTox1, and SnTox3 varied substantially among isolates. Three P. nodorum isolates lacked functional versions for all three loci, whereas three P. avenae isolates carried one or both of the SnTox1 and SnTox3 genes, indicating previously unrecognized potential for discovering additional effectors in the P. nodorum-wheat pathosystem. We utilized the pan-genomic comparative analysis to improve the prediction of pathogenicity effector candidates, recovering the three confirmed effectors among our top-ranked candidates. We propose applying this pan-genomic approach to identify the effector repertoire involved in other host-microbe interactions involving necrotrophic pathogens in the Pezizomycotina.
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Affiliation(s)
- Robert A Syme
- Centre for Crop & Disease Management, School of Molecular & Life Sciences, Curtin University, Bentley, Western Australia, Australia
| | - Kar-Chun Tan
- Centre for Crop & Disease Management, School of Molecular & Life Sciences, Curtin University, Bentley, Western Australia, Australia
| | - Kasia Rybak
- Centre for Crop & Disease Management, School of Molecular & Life Sciences, Curtin University, Bentley, Western Australia, Australia
| | - Timothy L Friesen
- Cereal Crops Research Unit, USDA-ARS Red River Valley Agricultural Research Center, Fargo, North Dakota
| | - Bruce A McDonald
- Plant Pathology Group, Institute of Integrative Biology, Swiss Federal Institute of Technology (ETH), Zurich, Switzerland
| | - Richard P Oliver
- Centre for Crop & Disease Management, School of Molecular & Life Sciences, Curtin University, Bentley, Western Australia, Australia
| | - James K Hane
- Centre for Crop & Disease Management, School of Molecular & Life Sciences, Curtin University, Bentley, Western Australia, Australia
- Curtin Institute for Computation, Curtin University, Bentley, Western Australia, Australia
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59
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Bertazzoni S, Williams AH, Jones DA, Syme RA, Tan KC, Hane JK. Accessories Make the Outfit: Accessory Chromosomes and Other Dispensable DNA Regions in Plant-Pathogenic Fungi. MOLECULAR PLANT-MICROBE INTERACTIONS : MPMI 2018; 31:779-788. [PMID: 29664319 DOI: 10.1094/mpmi-06-17-0135-fi] [Citation(s) in RCA: 68] [Impact Index Per Article: 9.7] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 05/16/2023]
Abstract
Fungal pathogen genomes can often be divided into core and accessory regions. Accessory regions ARs) may be comprised of either ARs (within core chromosomes (CCs) or wholly dispensable (accessory) chromosomes (ACs). Fungal ACs and ARs typically accumulate mutations and structural rearrangements more rapidly over time than CCs and many harbor genes relevant to host-pathogen interactions. These regions are of particular interest in plant pathology and include host-specific virulence factors and secondary metabolite synthesis gene clusters. This review outlines known ACs and ARs in fungal genomes, methods used for their detection, their common properties that differentiate them from the core genome, and what is currently known of their various roles in pathogenicity. Reports on the evolutionary processes generating and shaping AC and AR compartments are discussed, including repeat induced point mutation and breakage fusion bridge cycles. Previously ACs have been studied extensively within key genera, including Fusarium, Zymoseptoria, and Alternaria, but are growing in frequency of observation and perceived importance across a wider range of fungal species. Recent advances in sequencing technologies permit affordable genome assembly and resequencing of populations that will facilitate further discovery and routine screening of ACs.
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Affiliation(s)
- Stefania Bertazzoni
- 1 Centre for Crop & Disease Management, Curtin University, Perth, Western Australia, Australia; and
| | - Angela H Williams
- 1 Centre for Crop & Disease Management, Curtin University, Perth, Western Australia, Australia; and
| | - Darcy A Jones
- 1 Centre for Crop & Disease Management, Curtin University, Perth, Western Australia, Australia; and
| | - Robert A Syme
- 1 Centre for Crop & Disease Management, Curtin University, Perth, Western Australia, Australia; and
| | - Kar-Chun Tan
- 1 Centre for Crop & Disease Management, Curtin University, Perth, Western Australia, Australia; and
| | - James K Hane
- 1 Centre for Crop & Disease Management, Curtin University, Perth, Western Australia, Australia; and
- 2 Curtin Institute for Computation, Curtin University, Perth, Western Australia, Australia
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60
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Meile L, Croll D, Brunner PC, Plissonneau C, Hartmann FE, McDonald BA, Sánchez‐Vallet A. A fungal avirulence factor encoded in a highly plastic genomic region triggers partial resistance to septoria tritici blotch. THE NEW PHYTOLOGIST 2018; 219:1048-1061. [PMID: 29693722 PMCID: PMC6055703 DOI: 10.1111/nph.15180] [Citation(s) in RCA: 74] [Impact Index Per Article: 10.6] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 02/05/2018] [Accepted: 03/20/2018] [Indexed: 05/11/2023]
Abstract
Cultivar-strain specificity in the wheat-Zymoseptoria tritici pathosystem determines the infection outcome and is controlled by resistance genes on the host side, many of which have been identified. On the pathogen side, however, the molecular determinants of specificity remain largely unknown. We used genetic mapping, targeted gene disruption and allele swapping to characterise the recognition of the new avirulence factor Avr3D1. We then combined population genetic and comparative genomic analyses to characterise the evolutionary trajectory of Avr3D1. Avr3D1 is specifically recognised by wheat cultivars harbouring the Stb7 resistance gene, triggering a strong defence response without preventing pathogen infection and reproduction. Avr3D1 resides in a cluster of putative effector genes located in a genome region populated by independent transposable element insertions. The gene was present in all 132 investigated strains and is highly polymorphic, with 30 different protein variants identified. We demonstrated that specific amino acid substitutions in Avr3D1 led to evasion of recognition. These results demonstrate that quantitative resistance and gene-for-gene interactions are not mutually exclusive. Localising avirulence genes in highly plastic genomic regions probably facilitates accelerated evolution that enables escape from recognition by resistance proteins.
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Affiliation(s)
- Lukas Meile
- Plant PathologyInstitute of Integrative BiologyETH ZürichCH‐8092ZürichSwitzerland
| | - Daniel Croll
- Laboratory of Evolutionary GeneticsInstitute of BiologyUniversity of NeuchâtelCH‐2000NeuchâtelSwitzerland
| | - Patrick C. Brunner
- Plant PathologyInstitute of Integrative BiologyETH ZürichCH‐8092ZürichSwitzerland
| | - Clémence Plissonneau
- Plant PathologyInstitute of Integrative BiologyETH ZürichCH‐8092ZürichSwitzerland
- UMR BIOGERINRAAgroParisTechUniversité Paris‐SaclayAvenue Lucien Bretignières, BP 01Thiverval‐GrignonF‐78850France
| | - Fanny E. Hartmann
- Ecologie Systématique EvolutionUniversite Paris‐SudAgroParisTechCNRSUniversité Paris‐Saclay91400OrsayFrance
| | - Bruce A. McDonald
- Plant PathologyInstitute of Integrative BiologyETH ZürichCH‐8092ZürichSwitzerland
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61
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Krishnan P, Meile L, Plissonneau C, Ma X, Hartmann FE, Croll D, McDonald BA, Sánchez-Vallet A. Transposable element insertions shape gene regulation and melanin production in a fungal pathogen of wheat. BMC Biol 2018; 16:78. [PMID: 30012138 PMCID: PMC6047131 DOI: 10.1186/s12915-018-0543-2] [Citation(s) in RCA: 51] [Impact Index Per Article: 7.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/06/2018] [Accepted: 06/20/2018] [Indexed: 02/07/2023] Open
Abstract
BACKGROUND Fungal plant pathogens pose major threats to crop yield and sustainable food production if they are highly adapted to their host and the local environment. Variation in gene expression contributes to phenotypic diversity within fungal species and affects adaptation. However, very few cases of adaptive regulatory changes have been reported in fungi and the underlying mechanisms remain largely unexplored. Fungal pathogen genomes are highly plastic and harbor numerous insertions of transposable elements, which can potentially contribute to gene expression regulation. In this work, we elucidated how transposable elements contribute to variation in melanin accumulation, a quantitative trait in fungi that affects survival under stressful conditions. RESULTS We demonstrated that differential transcriptional regulation of the gene encoding the transcription factor Zmr1, which controls expression of the genes in the melanin biosynthetic gene cluster, is responsible for variation in melanin accumulation in the fungal plant pathogen Zymoseptoria tritici. We show that differences in melanin levels between two strains of Z. tritici are due to two levels of transcriptional regulation: (1) variation in the promoter sequence of Zmr1 and (2) an insertion of transposable elements upstream of the Zmr1 promoter. Remarkably, independent insertions of transposable elements upstream of Zmr1 occurred in 9% of Z. tritici strains from around the world and negatively regulated Zmr1 expression, contributing to variation in melanin accumulation. CONCLUSIONS Our studies identified two levels of transcriptional control that regulate the synthesis of melanin. We propose that these regulatory mechanisms evolved to balance the fitness costs associated with melanin production against its positive contribution to survival in stressful environments.
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Affiliation(s)
- Parvathy Krishnan
- Plant Pathology, Institute of Integrative Biology, ETH Zurich, Zurich, Switzerland
| | - Lukas Meile
- Plant Pathology, Institute of Integrative Biology, ETH Zurich, Zurich, Switzerland
| | - Clémence Plissonneau
- Plant Pathology, Institute of Integrative Biology, ETH Zurich, Zurich, Switzerland.,UMR BIOGER, INRA, AgroParisTech, Université Paris-Saclay, Thiverval-Grignon, France
| | - Xin Ma
- Plant Pathology, Institute of Integrative Biology, ETH Zurich, Zurich, Switzerland
| | - Fanny E Hartmann
- Plant Pathology, Institute of Integrative Biology, ETH Zurich, Zurich, Switzerland.,Ecologie Systématique Evolution, Univ. Paris-Sud, AgroParisTech, CNRS, Université Paris Saclay, Orsay, France
| | - Daniel Croll
- Plant Pathology, Institute of Integrative Biology, ETH Zurich, Zurich, Switzerland.,Laboratory of Evolutionary Genetics, Institute of Biology, University of Neuchâtel, Neuchâtel, Switzerland
| | - Bruce A McDonald
- Plant Pathology, Institute of Integrative Biology, ETH Zurich, Zurich, Switzerland
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62
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Fouché S, Plissonneau C, McDonald BA, Croll D. Meiosis Leads to Pervasive Copy-Number Variation and Distorted Inheritance of Accessory Chromosomes of the Wheat Pathogen Zymoseptoria tritici. Genome Biol Evol 2018; 10:1416-1429. [PMID: 29850789 PMCID: PMC6007412 DOI: 10.1093/gbe/evy100] [Citation(s) in RCA: 18] [Impact Index Per Article: 2.6] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Accepted: 05/22/2018] [Indexed: 12/11/2022] Open
Abstract
Meiosis is one of the most conserved molecular processes in eukaryotes. The fidelity of pairing and segregation of homologous chromosomes has a major impact on the proper transmission of genetic information. Aberrant chromosomal transmission can have major phenotypic consequences, yet the mechanisms are poorly understood. Fungi are excellent models to investigate processes of chromosomal transmission, because many species have highly polymorphic genomes that include accessory chromosomes. Inheritance of accessory chromosomes is often unstable and chromosomal losses have little impact on fitness. We analyzed chromosomal inheritance in 477 progeny coming from two crosses of the fungal wheat pathogen Zymoseptoria tritici. For this, we developed a high-throughput screening method based on restriction site-associated DNA sequencing that generated dense coverage of genetic markers along each chromosome. We identified rare instances of chromosomal duplications (disomy) in core chromosomes. Accessory chromosomes showed high overall frequencies of disomy. Chromosomal rearrangements were found exclusively on accessory chromosomes and were more frequent than disomy. Accessory chromosomes present in only one of the parents in an analyzed cross were inherited at significantly higher rates than the expected 1:1 segregation ratio. Both the chromosome and the parental background had significant impacts on the rates of disomy, losses, rearrangements, and distorted inheritance. We found that chromosomes with higher sequence similarity and lower repeat content were inherited more faithfully. The large number of rearranged progeny chromosomes identified in this species will enable detailed analyses of the mechanisms underlying chromosomal rearrangement.
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Affiliation(s)
- Simone Fouché
- Plant Pathology, Institute of Integrative Biology, ETH Zürich, Switzerland
| | - Clémence Plissonneau
- Plant Pathology, Institute of Integrative Biology, ETH Zürich, Switzerland
- UMR BIOGER, INRA, AgroParisTech, Université Paris-Saclay, Thiverval-Grignon, France
| | - Bruce A McDonald
- Plant Pathology, Institute of Integrative Biology, ETH Zürich, Switzerland
| | - Daniel Croll
- Laboratory of Evolutionary Genetics, Institute of Biology, University of Neuchâtel, Switzerland
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63
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Wu B, Macielog AI, Hao W. Origin and Spread of Spliceosomal Introns: Insights from the Fungal Clade Zymoseptoria. Genome Biol Evol 2018; 9:2658-2667. [PMID: 29048531 PMCID: PMC5647799 DOI: 10.1093/gbe/evx211] [Citation(s) in RCA: 11] [Impact Index Per Article: 1.6] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Accepted: 09/29/2017] [Indexed: 12/16/2022] Open
Abstract
Spliceosomal introns are a key feature of eukaryote genome architecture and have been proposed to originate from selfish group II introns from an endosymbiotic bacterium, that is, the ancestor of mitochondria. However, the mechanisms underlying the wide spread of spliceosomal introns across eukaryotic genomes have been obscure. In this study, we characterize the dynamic evolution of spliceosomal introns in the fungal genus Zymoseptoria at different evolutionary scales, that is, within a genome, among conspecific strains within species, and between different species. Within the genome, spliceosomal introns can proliferate in unrelated genes and intergenic regions. Among conspecific strains, spliceosomal introns undergo rapid turnover (gains and losses) and frequent sequence exchange between geographically distinct strains. Furthermore, spliceosomal introns could undergo introgression between distinct species, which can further promote intron invasion and proliferation. The dynamic invasion and proliferation processes of spliceosomal introns resemble the life cycles of mobile selfish (group I/II) introns, and these intron movements, at least in part, account for the dramatic processes of intron gain and intron loss during eukaryotic evolution.
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Affiliation(s)
- Baojun Wu
- Department of Biology, Clark University, Worcester, MA, USA
| | | | - Weilong Hao
- Department of Biological Sciences, Wayne State University
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64
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Hartmann FE, McDonald BA, Croll D. Genome-wide evidence for divergent selection between populations of a major agricultural pathogen. Mol Ecol 2018; 27:2725-2741. [PMID: 29729657 PMCID: PMC6032900 DOI: 10.1111/mec.14711] [Citation(s) in RCA: 44] [Impact Index Per Article: 6.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/24/2017] [Revised: 04/05/2018] [Accepted: 04/17/2018] [Indexed: 12/30/2022]
Abstract
The genetic and environmental homogeneity in agricultural ecosystems is thought to impose strong and uniform selection pressures. However, the impact of this selection on plant pathogen genomes remains largely unknown. We aimed to identify the proportion of the genome and the specific gene functions under positive selection in populations of the fungal wheat pathogen Zymoseptoria tritici. First, we performed genome scans in four field populations that were sampled from different continents and on distinct wheat cultivars to test which genomic regions are under recent selection. Based on extended haplotype homozygosity and composite likelihood ratio tests, we identified 384 and 81 selective sweeps affecting 4% and 0.5% of the 35 Mb core genome, respectively. We found differences both in the number and the position of selective sweeps across the genome between populations. Using a XtX‐based outlier detection approach, we identified 51 extremely divergent genomic regions between the allopatric populations, suggesting that divergent selection led to locally adapted pathogen populations. We performed an outlier detection analysis between two sympatric populations infecting two different wheat cultivars to identify evidence for host‐driven selection. Selective sweep regions harboured genes that are likely to play a role in successfully establishing host infections. We also identified secondary metabolite gene clusters and an enrichment in genes encoding transporter and protein localization functions. The latter gene functions mediate responses to environmental stress, including interactions with the host. The distinct gene functions under selection indicate that both local host genotypes and abiotic factors contributed to local adaptation.
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Affiliation(s)
- Fanny E Hartmann
- Plant Pathology, Institute of Integrative Biology, ETH Zurich, Zurich, Switzerland.,Ecologie Systématique Evolution, Univ. Paris-Sud, AgroParisTech, CNRS, Université Paris-Saclay, Orsay, France
| | - Bruce A McDonald
- Plant Pathology, Institute of Integrative Biology, ETH Zurich, Zurich, Switzerland
| | - Daniel Croll
- Laboratory of Evolutionary Genetics, Institute of Biology, University of Neuchâtel, Neuchâtel, Switzerland
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65
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Moolhuijzen P, See PT, Hane JK, Shi G, Liu Z, Oliver RP, Moffat CS. Comparative genomics of the wheat fungal pathogen Pyrenophora tritici-repentis reveals chromosomal variations and genome plasticity. BMC Genomics 2018; 19:279. [PMID: 29685100 PMCID: PMC5913888 DOI: 10.1186/s12864-018-4680-3] [Citation(s) in RCA: 41] [Impact Index Per Article: 5.9] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/23/2017] [Accepted: 04/16/2018] [Indexed: 02/08/2023] Open
Abstract
Background Pyrenophora tritici-repentis (Ptr) is a necrotrophic fungal pathogen that causes the major wheat disease, tan spot. We set out to provide essential genomics-based resources in order to better understand the pathogenicity mechanisms of this important pathogen. Results Here, we present eight new Ptr isolate genomes, assembled and annotated; representing races 1, 2 and 5, and a new race. We report a high quality Ptr reference genome, sequenced by PacBio technology with Illumina paired-end data support and optical mapping. An estimated 98% of the genome coverage was mapped to 10 chromosomal groups, using a two-enzyme hybrid approach. The final reference genome was 40.9 Mb and contained a total of 13,797 annotated genes, supported by transcriptomic and proteogenomics data sets. Conclusions Whole genome comparative analysis revealed major chromosomal segmental rearrangements and fusions, highlighting intraspecific genome plasticity in this species. Furthermore, the Ptr race classification was not supported at the whole genome level, as phylogenetic analysis did not cluster the ToxA producing isolates. This expansion of available Ptr genomics resources will directly facilitate research aimed at controlling tan spot disease. Electronic supplementary material The online version of this article (10.1186/s12864-018-4680-3) contains supplementary material, which is available to authorized users.
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Affiliation(s)
- Paula Moolhuijzen
- Centre for Crop Disease and Management, Department of Environment and Agriculture, Curtin University, Bentley, Western Australia, Australia.
| | - Pao Theen See
- Centre for Crop Disease and Management, Department of Environment and Agriculture, Curtin University, Bentley, Western Australia, Australia
| | - James K Hane
- Centre for Crop Disease and Management, Department of Environment and Agriculture, Curtin University, Bentley, Western Australia, Australia
| | - Gongjun Shi
- Department of Plant Pathology, North Dakota State University, Fargo, ND, USA
| | - Zhaohui Liu
- Department of Plant Pathology, North Dakota State University, Fargo, ND, USA
| | - Richard P Oliver
- Centre for Crop Disease and Management, Department of Environment and Agriculture, Curtin University, Bentley, Western Australia, Australia
| | - Caroline S Moffat
- Centre for Crop Disease and Management, Department of Environment and Agriculture, Curtin University, Bentley, Western Australia, Australia
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66
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Hartmann FE, Croll D. Distinct Trajectories of Massive Recent Gene Gains and Losses in Populations of a Microbial Eukaryotic Pathogen. Mol Biol Evol 2018; 34:2808-2822. [PMID: 28981698 PMCID: PMC5850472 DOI: 10.1093/molbev/msx208] [Citation(s) in RCA: 52] [Impact Index Per Article: 7.4] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/15/2022] Open
Abstract
Differences in gene content are a significant source of variability within species and have an impact on phenotypic traits. However, little is known about the mechanisms responsible for the most recent gene gains and losses. We screened the genomes of 123 worldwide isolates of the major pathogen of wheat Zymoseptoria tritici for robust evidence of gene copy number variation. Based on orthology relationships in three closely related fungi, we identified 599 gene gains and 1,024 gene losses that have not yet reached fixation within the focal species. Our analyses of gene gains and losses segregating in populations showed that gene copy number variation arose preferentially in subtelomeres and in proximity to transposable elements. Recently lost genes were enriched in virulence factors and secondary metabolite gene clusters. In contrast, recently gained genes encoded mostly secreted protein lacking a conserved domain. We analyzed the frequency spectrum at loci segregating a gene presence–absence polymorphism in four worldwide populations. Recent gene losses showed a significant excess in low-frequency variants compared with genome-wide single nucleotide polymorphism, which is indicative of strong negative selection against gene losses. Recent gene gains were either under weak negative selection or neutral. We found evidence for strong divergent selection among populations at individual loci segregating a gene presence–absence polymorphism. Hence, gene gains and losses likely contributed to local adaptation. Our study shows that microbial eukaryotes harbor extensive copy number variation within populations and that functional differences among recently gained and lost genes led to distinct evolutionary trajectories.
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Affiliation(s)
- Fanny E Hartmann
- Plant Pathology, Institute of Integrative Biology, ETH Zurich, Zurich, Switzerland
| | - Daniel Croll
- Laboratory of Evolutionary Genetics, Institute of Biology, University of Neuchâtel, Neuchâtel, Switzerland
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67
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Stukenbrock EH, Dutheil JY. Fine-Scale Recombination Maps of Fungal Plant Pathogens Reveal Dynamic Recombination Landscapes and Intragenic Hotspots. Genetics 2018; 208:1209-1229. [PMID: 29263029 PMCID: PMC5844332 DOI: 10.1534/genetics.117.300502] [Citation(s) in RCA: 40] [Impact Index Per Article: 5.7] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/12/2017] [Accepted: 12/15/2017] [Indexed: 11/18/2022] Open
Abstract
Meiotic recombination is an important driver of evolution. Variability in the intensity of recombination across chromosomes can affect sequence composition, nucleotide variation, and rates of adaptation. In many organisms, recombination events are concentrated within short segments termed recombination hotspots. The variation in recombination rate and positions of recombination hotspot can be studied using population genomics data and statistical methods. In this study, we conducted population genomics analyses to address the evolution of recombination in two closely related fungal plant pathogens: the prominent wheat pathogen Zymoseptoria tritici and a sister species infecting wild grasses Z. ardabiliae We specifically addressed whether recombination landscapes, including hotspot positions, are conserved in the two recently diverged species and if recombination contributes to rapid evolution of pathogenicity traits. We conducted a detailed simulation analysis to assess the performance of methods of recombination rate estimation based on patterns of linkage disequilibrium, in particular in the context of high nucleotide diversity. Our analyses reveal overall high recombination rates, a lack of suppressed recombination in centromeres, and significantly lower recombination rates on chromosomes that are known to be accessory. The comparison of the recombination landscapes of the two species reveals a strong correlation of recombination rate at the megabase scale, but little correlation at smaller scales. The recombination landscapes in both pathogen species are dominated by frequent recombination hotspots across the genome including coding regions, suggesting a strong impact of recombination on gene evolution. A significant but small fraction of these hotspots colocalize between the two species, suggesting that hotspot dynamics contribute to the overall pattern of fast evolving recombination in these species.
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Affiliation(s)
- Eva H Stukenbrock
- Environmental Genomics, Max Planck Institute for Evolutionary Biology, 24306 Plön, Germany
- Environmental Genomics, Christian-Albrechts University of Kiel, 24118, Germany
| | - Julien Y Dutheil
- Evolutionary Genetics, Max Planck Institute for Evolutionary Biology, 24306 Plön, Germany
- Institut des Sciences de L'Évolution de Montpellier, Centre National de la Recherche Scientifique, Université Montpellier 2, 34095, France
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68
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Plissonneau C, Hartmann FE, Croll D. Pangenome analyses of the wheat pathogen Zymoseptoria tritici reveal the structural basis of a highly plastic eukaryotic genome. BMC Biol 2018; 16:5. [PMID: 29325559 PMCID: PMC5765654 DOI: 10.1186/s12915-017-0457-4] [Citation(s) in RCA: 104] [Impact Index Per Article: 14.9] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/15/2017] [Accepted: 11/16/2017] [Indexed: 01/01/2023] Open
Abstract
Background Structural variation contributes substantially to polymorphism within species. Chromosomal rearrangements that impact genes can lead to functional variation among individuals and influence the expression of phenotypic traits. Genomes of fungal pathogens show substantial chromosomal polymorphism that can drive virulence evolution on host plants. Assessing the adaptive significance of structural variation is challenging, because most studies rely on inferences based on a single reference genome sequence. Results We constructed and analyzed the pangenome of Zymoseptoria tritici, a major pathogen of wheat that evolved host specialization by chromosomal rearrangements and gene deletions. We used single-molecule real-time sequencing and high-density genetic maps to assemble multiple genomes. We annotated the gene space based on transcriptomics data that covered the infection life cycle of each strain. Based on a total of five telomere-to-telomere genomes, we constructed a pangenome for the species and identified a core set of 9149 genes. However, an additional 6600 genes were exclusive to a subset of the isolates. The substantial accessory genome encoded on average fewer expressed genes but a larger fraction of the candidate effector genes that may interact with the host during infection. We expanded our analyses of the pangenome to a worldwide collection of 123 isolates of the same species. We confirmed that accessory genes were indeed more likely to show deletion polymorphisms and loss-of-function mutations compared to core genes. Conclusions The pangenome construction of a highly polymorphic eukaryotic pathogen showed that a single reference genome significantly underestimates the gene space of a species. The substantial accessory genome provides a cradle for adaptive evolution. Electronic supplementary material The online version of this article (doi:10.1186/s12915-017-0457-4) contains supplementary material, which is available to authorized users.
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Affiliation(s)
- Clémence Plissonneau
- Plant Pathology, Institute of Integrative Biology, ETH Zurich, 8092, Zurich, Switzerland.,UMR BIOGER, INRA, AgroParisTech, Université Paris-Saclay, Avenue Lucien Bretignières, BP 01, Thiverval-Grignon, F-78850, France
| | - Fanny E Hartmann
- Plant Pathology, Institute of Integrative Biology, ETH Zurich, 8092, Zurich, Switzerland.,Ecologie Systématique Evolution, Univ. Paris-Sud, AgroParisTech, CNRS, Université Paris-Saclay, 91400, Orsay, France
| | - Daniel Croll
- Laboratory of Evolutionary Genetics, Institute of Biology, University of Neuchâtel, CH-2000, Neuchâtel, Switzerland.
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69
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Stewart EL, Croll D, Lendenmann MH, Sanchez‐Vallet A, Hartmann FE, Palma‐Guerrero J, Ma X, McDonald BA. Quantitative trait locus mapping reveals complex genetic architecture of quantitative virulence in the wheat pathogen Zymoseptoria tritici. MOLECULAR PLANT PATHOLOGY 2018; 19:201-216. [PMID: 27868326 PMCID: PMC6638037 DOI: 10.1111/mpp.12515] [Citation(s) in RCA: 47] [Impact Index Per Article: 6.7] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 05/22/2023]
Abstract
We conducted a comprehensive analysis of virulence in the fungal wheat pathogen Zymoseptoria tritici using quantitative trait locus (QTL) mapping. High-throughput phenotyping based on automated image analysis allowed the measurement of pathogen virulence on a scale and with a precision that was not previously possible. Across two mapping populations encompassing more than 520 progeny, 540 710 pycnidia were counted and their sizes and grey values were measured. A significant correlation was found between pycnidia size and both spore size and number. Precise measurements of percentage leaf area covered by lesions provided a quantitative measure of host damage. Combining these large and accurate phenotypic datasets with a dense panel of restriction site-associated DNA sequencing (RADseq) genetic markers enabled us to genetically dissect pathogen virulence into components related to host damage and those related to pathogen reproduction. We showed that different components of virulence can be under separate genetic control. Large- and small-effect QTLs were identified for all traits, with some QTLs specific to mapping populations, cultivars and traits and other QTLs shared among traits within the same mapping population. We associated the presence of four accessory chromosomes with small, but significant, increases in several virulence traits, providing the first evidence for a meaningful function associated with accessory chromosomes in this organism. A large-effect QTL involved in host specialization was identified on chromosome 7, leading to the identification of candidate genes having a large effect on virulence.
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Affiliation(s)
- Ethan l. Stewart
- Plant Pathology Group, ETH Zürich, Universitätstrasse 2Zürich8092Switzerland
| | - Daniel Croll
- Plant Pathology Group, ETH Zürich, Universitätstrasse 2Zürich8092Switzerland
| | - Mark H. Lendenmann
- Plant Pathology Group, ETH Zürich, Universitätstrasse 2Zürich8092Switzerland
| | | | - Fanny E. Hartmann
- Plant Pathology Group, ETH Zürich, Universitätstrasse 2Zürich8092Switzerland
| | | | - Xin Ma
- Plant Pathology Group, ETH Zürich, Universitätstrasse 2Zürich8092Switzerland
| | - Bruce A. McDonald
- Plant Pathology Group, ETH Zürich, Universitätstrasse 2Zürich8092Switzerland
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70
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Wertheimer NB, Stone N, Berman J. Ploidy dynamics and evolvability in fungi. Philos Trans R Soc Lond B Biol Sci 2017; 371:rstb.2015.0461. [PMID: 28080987 PMCID: PMC5095540 DOI: 10.1098/rstb.2015.0461] [Citation(s) in RCA: 38] [Impact Index Per Article: 4.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Accepted: 08/01/2016] [Indexed: 12/12/2022] Open
Abstract
Rapid responses to acute stresses are essential for stress survival and are critical to the ability of fungal pathogens to adapt to new environments or hosts. The rapid emergence of drug resistance is used as a model for how fungi adapt and survive stress conditions that inhibit the growth of progenitor cells. Aneuploidy and loss of heterozygosity (LOH), which are large-scale genome shifts involving whole chromosomes or chromosome arms, occur at higher frequency than point mutations and have the potential to mediate stress survival. Furthermore, the stress of exposure to an antifungal drug can induce elevated levels of LOH and can promote the formation of aneuploids. This occurs via mitotic defects that first produce tetraploid progeny with extra spindles, followed by chromosome mis-segregation. Thus, drug exposure induces elevated levels of aneuploidy, which can alter the copy number of genes that improve survival in a given stress or drug. Selection then acts to increase the proportion of adaptive aneuploids in the population. Because aneuploidy is a common property of many pathogenic fungi, including those posing emerging threats to plants, animals and humans, we propose that aneuploid formation and LOH often accompanying it contribute to the rapid generation of diversity that can facilitate the emergence of fungal pathogens to new environmental niches and/or new hosts, as well as promote antifungal drug resistance that makes emerging fungal infections ever more difficult to contain.This article is part of the themed issue 'Tackling emerging fungal threats to animal health, food security and ecosystem resilience'.
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Affiliation(s)
- Noa Blutraich Wertheimer
- Department of Molecular Microbiology and Biotechnology, Tel Aviv University, Britannia 418, Ramat Aviv, Israel
| | - Neil Stone
- Institute of Infection and Immunity, St George's, University of London, London SW17 0RE, UK
| | - Judith Berman
- Department of Molecular Microbiology and Biotechnology, Tel Aviv University, Britannia 418, Ramat Aviv, Israel
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71
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Forward Genetics Approach Reveals Host Genotype-Dependent Importance of Accessory Chromosomes in the Fungal Wheat Pathogen Zymoseptoria tritici. mBio 2017; 8:mBio.01919-17. [PMID: 29184021 PMCID: PMC5705923 DOI: 10.1128/mbio.01919-17] [Citation(s) in RCA: 32] [Impact Index Per Article: 4.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/14/2022] Open
Abstract
The fungal wheat pathogen Zymoseptoria tritici possesses a large complement of accessory chromosomes showing presence/absence polymorphism among isolates. These chromosomes encode hundreds of genes; however, their functional role and why the chromosomes have been maintained over long evolutionary times are so far not known. In this study, we addressed the functional relevance of eight accessory chromosomes in reference isolate IPO323. We induced chromosome losses by inhibiting the β-tubulin assembly during mitosis using carbendazim and generated several independent isogenic strains, each lacking one of the accessory chromosomes. We confirmed chromosome losses by electrophoretic karyotyping and whole-genome sequencing. To assess the importance of the individual chromosomes during host infection, we performed in planta assays comparing disease development results in wild-type and chromosome mutant strains. Loss of the accessory chromosomes 14, 16, 18, 19, and 21 resulted in increased virulence on wheat cultivar Runal but not on cultivars Obelisk, Titlis, and Riband. Moreover, some accessory chromosomes affected the switch from biotrophy to necrotrophy as strains lacking accessory chromosomes 14, 18, 19, and 21 showed a significantly earlier onset of necrosis than the wild type on the Runal cultivar. In general, we observed that the timing of the lifestyle switch affects the fitness of Z. tritici. Taking the results together, this study was the first to use a forward-genetics approach to demonstrate a cultivar-dependent functional relevance of the accessory chromosomes of Z. tritici during host infection. Zymoseptoria tritici is a prominent fungal pathogen of wheat of worldwide distribution. This fungus shows a remarkable genome organization, with a large number of chromosomes that are present in only some isolates and therefore considered to be “accessory” chromosomes. To date, the function of these accessory chromosomes in Z. tritici has been unknown, although their maintenance in the species over evolutionary times suggests a functional relevance. Here we deleted whole accessory chromosomes to test the effect of these chromosomes on host specificity and virulence of the fungus. We show for the first time that some accessory chromosomes of Z. tritici affect the fitness of the fungus during host infection in a cultivar-dependent manner. These results show that the accessory chromosomes encode host-specific virulence determinants having a negative effect on fitness. Understanding the population dynamic of the accessory chromosomes and the molecular interaction of pathogen and plant traits is crucial to improve wheat-breeding strategies.
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72
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Abstract
Metabolic gene clusters (MGCs) have provided some of the earliest glimpses at the biochemical machinery of yeast and filamentous fungi. MGCs encode diverse genetic mechanisms for nutrient acquisition and the synthesis/degradation of essential and adaptive metabolites. Beyond encoding the enzymes performing these discrete anabolic or catabolic processes, MGCs may encode a range of mechanisms that enable their persistence as genetic consortia; these include enzymatic mechanisms to protect their host fungi from their inherent toxicities, and integrated regulatory machinery. This modular, self-contained nature of MGCs contributes to the metabolic and ecological adaptability of fungi. The phylogenetic and ecological patterns of MGC distribution reflect the broad diversity of fungal life cycles and nutritional modes. While the origins of most gene clusters are enigmatic, MGCs are thought to be born into a genome through gene duplication, relocation, or horizontal transfer, and analyzing the death and decay of gene clusters provides clues about the mechanisms selecting for their assembly. Gene clustering may provide inherent fitness advantages through metabolic efficiency and specialization, but experimental evidence for this is currently limited. The identification and characterization of gene clusters will continue to be powerful tools for elucidating fungal metabolism as well as understanding the physiology and ecology of fungi.
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Affiliation(s)
- Jason C Slot
- The Ohio State University, Columbus, OH, United States.
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73
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Seidl MF, Thomma BPHJ. Transposable Elements Direct The Coevolution between Plants and Microbes. Trends Genet 2017; 33:842-851. [PMID: 28800915 DOI: 10.1016/j.tig.2017.07.003] [Citation(s) in RCA: 80] [Impact Index Per Article: 10.0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/31/2017] [Revised: 06/24/2017] [Accepted: 07/14/2017] [Indexed: 12/31/2022]
Abstract
Transposable elements are powerful drivers of genome evolution in many eukaryotes. Although they are mostly considered as 'selfish' genetic elements, increasing evidence suggests that they contribute to genetic variability; particularly under stress conditions. Over the past few years, the role of transposable elements during host-microbe interactions has been recognised. It has been proposed that many pathogenic microbes have evolved a 'two-speed' genome with regions that show increased variability and that are enriched in transposable elements and pathogenicity-related genes. Plants similarly display structured genomes with transposable-element-rich regions that mediate accelerated evolution. Immune receptor genes typically reside in such regions. Various mechanisms have recently been identified through which transposable elements contribute to the coevolution between plants and their associated microbes.
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Affiliation(s)
- Michael F Seidl
- Laboratory of Phytopathology, Wageningen University and Research, Droevendaalsesteeg 1, 6708 PB Wageningen, The Netherlands; Both authors contributed equally.
| | - Bart P H J Thomma
- Laboratory of Phytopathology, Wageningen University and Research, Droevendaalsesteeg 1, 6708 PB Wageningen, The Netherlands; Both authors contributed equally.
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74
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Möller M, Stukenbrock EH. Evolution and genome architecture in fungal plant pathogens. Nat Rev Microbiol 2017; 15:756-771. [DOI: 10.1038/nrmicro.2017.76] [Citation(s) in RCA: 226] [Impact Index Per Article: 28.3] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/06/2023]
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75
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van der Does HC, Rep M. Adaptation to the Host Environment by Plant-Pathogenic Fungi. ANNUAL REVIEW OF PHYTOPATHOLOGY 2017; 55:427-450. [PMID: 28645233 DOI: 10.1146/annurev-phyto-080516-035551] [Citation(s) in RCA: 49] [Impact Index Per Article: 6.1] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 05/23/2023]
Abstract
Many fungi can live both saprophytically and as endophyte or pathogen inside a living plant. In both environments, complex organic polymers are used as sources of nutrients. Propagation inside a living host also requires the ability to respond to immune responses of the host. We review current knowledge of how plant-pathogenic fungi do this. First, we look at how fungi change their global gene expression upon recognition of the host environment, leading to secretion of effectors, enzymes, and secondary metabolites; changes in metabolism; and defense against toxic compounds. Second, we look at what is known about the various cues that enable fungi to sense the presence of living plant cells. Finally, we review literature on transcription factors that participate in gene expression in planta or are suspected to be involved in that process because they are required for the ability to cause disease.
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Affiliation(s)
| | - Martijn Rep
- Molecular Plant Pathology, University of Amsterdam, 1098XH Amsterdam, The Netherlands;
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76
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Mehrabi R, Mirzadi Gohari A, Kema GHJ. Karyotype Variability in Plant-Pathogenic Fungi. ANNUAL REVIEW OF PHYTOPATHOLOGY 2017; 55:483-503. [PMID: 28777924 DOI: 10.1146/annurev-phyto-080615-095928] [Citation(s) in RCA: 30] [Impact Index Per Article: 3.8] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 05/25/2023]
Abstract
Recent advances in genetic and molecular technologies gradually paved the way for the transition from traditional fungal karyotyping to more comprehensive chromosome biology studies. Extensive chromosomal polymorphisms largely resulting from chromosomal rearrangements (CRs) are widely documented in fungal genomes. These extraordinary CRs in fungi generate substantial genome plasticity compared to other eukaryotic organisms. Here, we review the most recent findings on fungal CRs and their underlying mechanisms and discuss the functional consequences of CRs for adaptation, fungal evolution, host range, and pathogenicity of fungal plant pathogens in the context of chromosome biology. In addition to a complement of permanent chromosomes called core chromosomes, the genomes of many fungal pathogens comprise distinct unstable chromosomes called dispensable chromosomes (DCs) that also contribute to chromosome polymorphisms. Compared to the core chromosomes, the structural features of DCs usually differ for gene density, GC content, housekeeping genes, and recombination frequency. Despite their dispensability for normal growth and development, DCs have important biological roles with respect to pathogenicity in some fungi but not in others. Therefore, their evolutionary origin is also reviewed in relation to overall fungal physiology and pathogenicity.
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Affiliation(s)
- Rahim Mehrabi
- Seed and Plant Improvement Institute, Agricultural Research, Education and Extension Organization (AREEO), Karaj, Iran
- Department of Biotechnology, College of Agriculture, Isfahan University of Technology, Isfahan, Iran
| | - Amir Mirzadi Gohari
- Department of Plant Pathology, Faculty of Agricultural Sciences and Engineering, College of Agriculture and Natural Resources, University of Tehran, Karaj, Iran
- Wageningen Plant Research, Wageningen University and Research, 6700AA Wageningen, The Netherlands;
| | - Gert H J Kema
- Wageningen Plant Research, Wageningen University and Research, 6700AA Wageningen, The Netherlands;
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77
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Erlendson AA, Friedman S, Freitag M. A Matter of Scale and Dimensions: Chromatin of Chromosome Landmarks in the Fungi. Microbiol Spectr 2017; 5:10.1128/microbiolspec.FUNK-0054-2017. [PMID: 28752814 PMCID: PMC5536859 DOI: 10.1128/microbiolspec.funk-0054-2017] [Citation(s) in RCA: 15] [Impact Index Per Article: 1.9] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/06/2017] [Indexed: 02/06/2023] Open
Abstract
Chromatin and chromosomes of fungi are highly diverse and dynamic, even within species. Much of what we know about histone modification enzymes, RNA interference, DNA methylation, and cell cycle control was first addressed in Saccharomyces cerevisiae, Schizosaccharomyces pombe, Aspergillus nidulans, and Neurospora crassa. Here, we examine the three landmark regions that are required for maintenance of stable chromosomes and their faithful inheritance, namely, origins of DNA replication, telomeres and centromeres. We summarize the state of recent chromatin research that explains what is required for normal function of these specialized chromosomal regions in different fungi, with an emphasis on the silencing mechanism associated with subtelomeric regions, initiated by sirtuin histone deacetylases and histone H3 lysine 27 (H3K27) methyltransferases. We explore mechanisms for the appearance of "accessory" or "conditionally dispensable" chromosomes and contrast what has been learned from studies on genome-wide chromosome conformation capture in S. cerevisiae, S. pombe, N. crassa, and Trichoderma reesei. While most of the current knowledge is based on work in a handful of genetically and biochemically tractable model organisms, we suggest where major knowledge gaps remain to be closed. Fungi will continue to serve as facile organisms to uncover the basic processes of life because they make excellent model organisms for genetics, biochemistry, cell biology, and evolutionary biology.
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Affiliation(s)
- Allyson A. Erlendson
- Department of Biochemistry and Biophysics, Oregon State University, Corvallis, OR 97331
| | - Steven Friedman
- Department of Biochemistry and Biophysics, Oregon State University, Corvallis, OR 97331
| | - Michael Freitag
- Department of Biochemistry and Biophysics, Oregon State University, Corvallis, OR 97331
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Palma-Guerrero J, Ma X, Torriani SFF, Zala M, Francisco CS, Hartmann FE, Croll D, McDonald BA. Comparative Transcriptome Analyses in Zymoseptoria tritici Reveal Significant Differences in Gene Expression Among Strains During Plant Infection. MOLECULAR PLANT-MICROBE INTERACTIONS : MPMI 2017; 30:231-244. [PMID: 28121239 DOI: 10.1094/mpmi-07-16-0146-r] [Citation(s) in RCA: 61] [Impact Index Per Article: 7.6] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 06/06/2023]
Abstract
Zymoseptoria tritici is an ascomycete fungus that causes Septoria tritici blotch, a globally distributed foliar disease on wheat. Z. tritici populations are highly polymorphic and exhibit significant quantitative variation for virulence. Despite its importance, the genes responsible for quantitative virulence in this pathogen remain largely unknown. We investigated the expression profiles of four Z. tritici strains differing in virulence in an experiment conducted under uniform environmental conditions. Transcriptomes were compared at four different infection stages to characterize the regulation of gene families thought to be involved in virulence and to identify new virulence factors. The major components of the fungal infection transcriptome showed consistent expression profiles across strains. However, strain-specific regulation was observed for many genes, including some encoding putative virulence factors. We postulate that strain-specific regulation of virulence factors can determine the outcome of Z. tritici infections. We show that differences in gene expression may be major determinants of virulence variation among Z. tritici strains, adding to the already known contributions to virulence variation based on differences in gene sequence and gene presence/absence polymorphisms.
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Affiliation(s)
- Javier Palma-Guerrero
- 1 Plant Pathology, Institute of Integrative Biology, ETH Zurich, 8092 Zurich, Switzerland; and
| | - Xin Ma
- 1 Plant Pathology, Institute of Integrative Biology, ETH Zurich, 8092 Zurich, Switzerland; and
| | - Stefano F F Torriani
- 1 Plant Pathology, Institute of Integrative Biology, ETH Zurich, 8092 Zurich, Switzerland; and
- 2 Syngenta Crop Protection AG, Schaffhauserstrasse, 4332 Stein, Switzerland
| | - Marcello Zala
- 1 Plant Pathology, Institute of Integrative Biology, ETH Zurich, 8092 Zurich, Switzerland; and
| | - Carolina S Francisco
- 1 Plant Pathology, Institute of Integrative Biology, ETH Zurich, 8092 Zurich, Switzerland; and
| | - Fanny E Hartmann
- 1 Plant Pathology, Institute of Integrative Biology, ETH Zurich, 8092 Zurich, Switzerland; and
| | - Daniel Croll
- 1 Plant Pathology, Institute of Integrative Biology, ETH Zurich, 8092 Zurich, Switzerland; and
| | - Bruce A McDonald
- 1 Plant Pathology, Institute of Integrative Biology, ETH Zurich, 8092 Zurich, Switzerland; and
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79
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Badet T, Peyraud R, Mbengue M, Navaud O, Derbyshire M, Oliver RP, Barbacci A, Raffaele S. Codon optimization underpins generalist parasitism in fungi. eLife 2017; 6:e22472. [PMID: 28157073 PMCID: PMC5315462 DOI: 10.7554/elife.22472] [Citation(s) in RCA: 34] [Impact Index Per Article: 4.3] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/18/2016] [Accepted: 01/28/2017] [Indexed: 01/04/2023] Open
Abstract
The range of hosts that parasites can infect is a key determinant of the emergence and spread of disease. Yet, the impact of host range variation on the evolution of parasite genomes remains unknown. Here, we show that codon optimization underlies genome adaptation in broad host range parasites. We found that the longer proteins encoded by broad host range fungi likely increase natural selection on codon optimization in these species. Accordingly, codon optimization correlates with host range across the fungal kingdom. At the species level, biased patterns of synonymous substitutions underpin increased codon optimization in a generalist but not a specialist fungal pathogen. Virulence genes were consistently enriched in highly codon-optimized genes of generalist but not specialist species. We conclude that codon optimization is related to the capacity of parasites to colonize multiple hosts. Our results link genome evolution and translational regulation to the long-term persistence of generalist parasitism.
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Affiliation(s)
- Thomas Badet
- LIPM, Université de Toulouse, INRA, CNRS, Castanet-Tolosan, France
| | - Remi Peyraud
- LIPM, Université de Toulouse, INRA, CNRS, Castanet-Tolosan, France
| | - Malick Mbengue
- LIPM, Université de Toulouse, INRA, CNRS, Castanet-Tolosan, France
| | - Olivier Navaud
- LIPM, Université de Toulouse, INRA, CNRS, Castanet-Tolosan, France
| | - Mark Derbyshire
- Centre for Crop and Disease Management, Department of Environment and Agriculture, Curtin University, Perth, Australia
| | - Richard P Oliver
- Centre for Crop and Disease Management, Department of Environment and Agriculture, Curtin University, Perth, Australia
| | - Adelin Barbacci
- LIPM, Université de Toulouse, INRA, CNRS, Castanet-Tolosan, France
| | - Sylvain Raffaele
- LIPM, Université de Toulouse, INRA, CNRS, Castanet-Tolosan, France
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80
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Plissonneau C, Benevenuto J, Mohd-Assaad N, Fouché S, Hartmann FE, Croll D. Using Population and Comparative Genomics to Understand the Genetic Basis of Effector-Driven Fungal Pathogen Evolution. FRONTIERS IN PLANT SCIENCE 2017; 8:119. [PMID: 28217138 PMCID: PMC5289978 DOI: 10.3389/fpls.2017.00119] [Citation(s) in RCA: 69] [Impact Index Per Article: 8.6] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Subscribe] [Scholar Register] [Received: 09/28/2016] [Accepted: 01/20/2017] [Indexed: 05/20/2023]
Abstract
Epidemics caused by fungal plant pathogens pose a major threat to agro-ecosystems and impact global food security. High-throughput sequencing enabled major advances in understanding how pathogens cause disease on crops. Hundreds of fungal genomes are now available and analyzing these genomes highlighted the key role of effector genes in disease. Effectors are small secreted proteins that enhance infection by manipulating host metabolism. Fungal genomes carry 100s of putative effector genes, but the lack of homology among effector genes, even for closely related species, challenges evolutionary and functional analyses. Furthermore, effector genes are often found in rapidly evolving chromosome compartments which are difficult to assemble. We review how population and comparative genomics toolsets can be combined to address these challenges. We highlight studies that associated genome-scale polymorphisms with pathogen lifestyles and adaptation to different environments. We show how genome-wide association studies can be used to identify effectors and other pathogenicity-related genes underlying rapid adaptation. We also discuss how the compartmentalization of fungal genomes into core and accessory regions shapes the evolution of effector genes. We argue that an understanding of genome evolution provides important insight into the trajectory of host-pathogen co-evolution.
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Affiliation(s)
- Clémence Plissonneau
- Plant Pathology, Institute of Integrative Biology, ETH ZurichZurich, Switzerland
- UMR, BIOGER, INRA, AgroParisTech, Université Paris-SaclayThiverval-Grignon, France
| | - Juliana Benevenuto
- College of Agriculture “Luiz de Queiroz”, University of São PauloSão Paulo, Brazil
| | - Norfarhan Mohd-Assaad
- Plant Pathology, Institute of Integrative Biology, ETH ZurichZurich, Switzerland
- School of Biosciences and Biotechnology, Faculty of Science and Technology, Universiti Kebangsaan MalaysiaSelangor, Malaysia
| | - Simone Fouché
- Plant Pathology, Institute of Integrative Biology, ETH ZurichZurich, Switzerland
| | - Fanny E. Hartmann
- Plant Pathology, Institute of Integrative Biology, ETH ZurichZurich, Switzerland
| | - Daniel Croll
- Plant Pathology, Institute of Integrative Biology, ETH ZurichZurich, Switzerland
- Laboratory of Evolutionary Genetics, Institute of Biology, University of NeuchatelNeuchatel, Switzerland
- *Correspondence: Daniel Croll,
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81
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Seidl MF, Cook DE, Thomma BPHJ. Chromatin Biology Impacts Adaptive Evolution of Filamentous Plant Pathogens. PLoS Pathog 2016; 12:e1005920. [PMID: 27812218 PMCID: PMC5094656 DOI: 10.1371/journal.ppat.1005920] [Citation(s) in RCA: 30] [Impact Index Per Article: 3.3] [Reference Citation Analysis] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/11/2023] Open
Affiliation(s)
- Michael F. Seidl
- Laboratory of Phytopathology, Wageningen University, The Netherlands
| | - David E. Cook
- Laboratory of Phytopathology, Wageningen University, The Netherlands
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82
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Croll D, McDonald BA. The genetic basis of local adaptation for pathogenic fungi in agricultural ecosystems. Mol Ecol 2016; 26:2027-2040. [DOI: 10.1111/mec.13870] [Citation(s) in RCA: 50] [Impact Index Per Article: 5.6] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/09/2016] [Revised: 09/13/2016] [Accepted: 09/26/2016] [Indexed: 12/20/2022]
Affiliation(s)
- Daniel Croll
- Plant Pathology; Institute of Integrative Biology; ETH Zurich; 8092 Zurich Switzerland
| | - Bruce A. McDonald
- Plant Pathology; Institute of Integrative Biology; ETH Zurich; 8092 Zurich Switzerland
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83
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Abstract
Fungal plant pathogens rapidly evolve virulence on resistant hosts through mutations in genes encoding proteins that modulate the host immune responses. The mutational spectrum likely includes chromosomal rearrangements responsible for gains or losses of entire genes. However, the mechanisms creating adaptive structural variation in fungal pathogen populations are poorly understood. We used complete genome assemblies to quantify structural variants segregating in the highly polymorphic fungal wheat pathogen Zymoseptoria tritici The genetic basis of virulence in Z. tritici is complex, and populations harbor significant genetic variation for virulence; hence, we aimed to identify whether structural variation led to functional differences. We combined single-molecule real-time sequencing, genetic maps, and transcriptomics data to generate a fully assembled and annotated genome of the highly virulent field isolate 3D7. Comparative genomics analyses against the complete reference genome IPO323 identified large chromosomal inversions and the complete gain or loss of transposable-element clusters, explaining the extensive chromosomal-length polymorphisms found in this species. Both the 3D7 and IPO323 genomes harbored long tracts of sequences exclusive to one of the two genomes. These orphan regions contained 296 genes unique to the 3D7 genome and not previously known for this species. These orphan genes tended to be organized in clusters and showed evidence of mutational decay. Moreover, the orphan genes were enriched in genes encoding putative effectors and included a gene that is one of the most upregulated putative effector genes during wheat infection. Our study showed that this pathogen species harbored extensive chromosomal structure polymorphism that may drive the evolution of virulence. IMPORTANCE Pathogen outbreak populations often harbor previously unknown genes conferring virulence. Hence, a key puzzle of rapid pathogen evolution is the origin of such evolutionary novelty in genomes. Chromosomal rearrangements and structural variation in pathogen populations likely play a key role. However, identifying such polymorphism is challenging, as most genome-sequencing approaches only yield information about point mutations. We combined long-read technology and genetic maps to assemble the complete genome of a strain of a highly polymorphic fungal pathogen of wheat. Comparisons against the reference genome of the species showed substantial variation in the chromosome structure and revealed large regions unique to each assembled genome. These regions were enriched in genes encoding likely effector proteins, which are important components of pathogenicity. Our study showed that pathogen populations harbor extensive polymorphism at the chromosome level and that this polymorphism can be a source of adaptive genetic variation in pathogen evolution.
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84
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Vanheule A, Audenaert K, Warris S, van de Geest H, Schijlen E, Höfte M, De Saeger S, Haesaert G, Waalwijk C, van der Lee T. Living apart together: crosstalk between the core and supernumerary genomes in a fungal plant pathogen. BMC Genomics 2016; 17:670. [PMID: 27552804 PMCID: PMC4994206 DOI: 10.1186/s12864-016-2941-6] [Citation(s) in RCA: 37] [Impact Index Per Article: 4.1] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/30/2016] [Accepted: 07/14/2016] [Indexed: 01/10/2023] Open
Abstract
BACKGROUND Eukaryotes display remarkable genome plasticity, which can include supernumerary chromosomes that differ markedly from the core chromosomes. Despite the widespread occurrence of supernumerary chromosomes in fungi, their origin, relation to the core genome and the reason for their divergent characteristics are still largely unknown. The complexity of genome assembly due to the presence of repetitive DNA partially accounts for this. RESULTS Here we use single-molecule real-time (SMRT) sequencing to assemble the genome of a prominent fungal wheat pathogen, Fusarium poae, including at least one supernumerary chromosome. The core genome contains limited transposable elements (TEs) and no gene duplications, while the supernumerary genome holds up to 25 % TEs and multiple gene duplications. The core genome shows all hallmarks of repeat-induced point mutation (RIP), a defense mechanism against TEs, specific for fungi. The absence of RIP on the supernumerary genome accounts for the differences between the two (sub)genomes, and results in a functional crosstalk between them. The supernumerary genome is a reservoir for TEs that migrate to the core genome, and even large blocks of supernumerary sequence (>200 kb) have recently translocated to the core. Vice versa, the supernumerary genome acts as a refuge for genes that are duplicated from the core genome. CONCLUSIONS For the first time, a mechanism was determined that explains the differences that exist between the core and supernumerary genome in fungi. Different biology rather than origin was shown to be responsible. A "living apart together" crosstalk exists between the core and supernumerary genome, accelerating chromosomal and organismal evolution.
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Affiliation(s)
- Adriaan Vanheule
- Department of Applied Biosciences, Faculty of Bioscience Engineering, Ghent University, Ghent, Belgium
- Wageningen UR, Wageningen, The Netherlands
| | - Kris Audenaert
- Department of Applied Biosciences, Faculty of Bioscience Engineering, Ghent University, Ghent, Belgium
| | | | | | | | - Monica Höfte
- Department of Crop Protection, Faculty of Bioscience Engineering, Ghent University, Ghent, Belgium
| | - Sarah De Saeger
- Department of Bioanalysis, Faculty of Pharmaceutical Sciences, Ghent University, Ghent, Belgium
| | - Geert Haesaert
- Department of Applied Biosciences, Faculty of Bioscience Engineering, Ghent University, Ghent, Belgium
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85
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Grünwald NJ, McDonald BA, Milgroom MG. Population Genomics of Fungal and Oomycete Pathogens. ANNUAL REVIEW OF PHYTOPATHOLOGY 2016; 54:323-46. [PMID: 27296138 DOI: 10.1146/annurev-phyto-080614-115913] [Citation(s) in RCA: 59] [Impact Index Per Article: 6.6] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 05/03/2023]
Abstract
We are entering a new era in plant pathology in which whole-genome sequences of many individuals of a pathogen species are becoming readily available. Population genomics aims to discover genetic mechanisms underlying phenotypes associated with adaptive traits such as pathogenicity, virulence, fungicide resistance, and host specialization, as genome sequences or large numbers of single nucleotide polymorphisms become readily available from multiple individuals of the same species. This emerging field encompasses detailed genetic analyses of natural populations, comparative genomic analyses of closely related species, identification of genes under selection, and linkage analyses involving association studies in natural populations or segregating populations resulting from crosses. The era of pathogen population genomics will provide new opportunities and challenges, requiring new computational and analytical tools. This review focuses on conceptual and methodological issues as well as the approaches to answering questions in population genomics. The major steps start with defining relevant biological and evolutionary questions, followed by sampling, genotyping, and phenotyping, and ending in analytical methods and interpretations. We provide examples of recent applications of population genomics to fungal and oomycete plant pathogens.
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Affiliation(s)
- Niklaus J Grünwald
- Horticultural Crops Research Laboratory, USDA Agricultural Research Service, Corvallis, Oregon 97330;
- Department of Botany and Plant Pathology, Oregon State University, Corvallis, Oregon 97331
- Plant Pathology and Plant-Microbe Biology Section, School of Integrative Plant Science, Cornell University, Ithaca, New York 14853;
| | - Bruce A McDonald
- Plant Pathology, Institute of Integrative Biology, ETH Zurich, 8092 Zurich, Switzerland;
| | - Michael G Milgroom
- Plant Pathology and Plant-Microbe Biology Section, School of Integrative Plant Science, Cornell University, Ithaca, New York 14853;
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86
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Palma-Guerrero J, Torriani SFF, Zala M, Carter D, Courbot M, Rudd JJ, McDonald BA, Croll D. Comparative transcriptomic analyses of Zymoseptoria tritici strains show complex lifestyle transitions and intraspecific variability in transcription profiles. MOLECULAR PLANT PATHOLOGY 2016; 17:845-59. [PMID: 26610174 PMCID: PMC6638511 DOI: 10.1111/mpp.12333] [Citation(s) in RCA: 52] [Impact Index Per Article: 5.8] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 09/16/2015] [Revised: 10/08/2015] [Accepted: 10/09/2015] [Indexed: 05/03/2023]
Abstract
Zymoseptoria tritici causes Septoria tritici blotch (STB) on wheat. The disease interaction is characterized by clearly defined temporal phases of infection, ultimately resulting in the death of host tissue. Zymoseptoria tritici is a highly polymorphic species with significant intraspecific variation in virulence profiles. We generated a deep transcriptomic sequencing dataset spanning the entire time course of an infection using a previously uncharacterized, highly virulent Z. tritici strain isolated from a Swiss wheat field. We found that seven clusters of gene transcription profiles explained the progression of the infection. The earliest highly up-regulated genes included chloroperoxidases, which may help the fungus cope with plant defences. The onset of necrotrophy was characterized by a concerted up-regulation of proteases, plant cell wall-degrading enzymes and lipases. Functions related to nutrition and growth characterized late necrotrophy and the transition to saprotrophic growth on dead plant tissue. We found that the peak up-regulation of genes essential for mating coincided with the necrotrophic phase. We performed an intraspecies comparative transcriptomics analysis using a comparable time course infection experiment of the genome reference isolate IPO323. Major components of the fungal infection transcriptome were conserved between the two strains. However, individual small, secreted proteins, proteases and cell wall-degrading enzymes showed strongly differentiated transcriptional profiles between isolates. Our analyses illustrate that successful STB infections involve complex transcriptomic remodelling to up-regulate distinct gene functions. Heterogeneity in transcriptomes among isolates may explain some of the considerable variation in virulence and host specialization found within the species.
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Affiliation(s)
- Javier Palma-Guerrero
- Plant Pathology, Institute of Integrative Biology, ETH Zurich, 8092, Zurich, Switzerland
| | - Stefano F F Torriani
- Plant Pathology, Institute of Integrative Biology, ETH Zurich, 8092, Zurich, Switzerland
- Syngenta Crop Protection AG, Schaffhauserstrasse, 4332, Stein, Switzerland
| | - Marcello Zala
- Plant Pathology, Institute of Integrative Biology, ETH Zurich, 8092, Zurich, Switzerland
| | - Dee Carter
- School of Molecular Bioscience, University of Sydney, Sydney, NSW, Australia
| | - Mikaël Courbot
- Syngenta Crop Protection AG, Schaffhauserstrasse, 4332, Stein, Switzerland
| | - Jason J Rudd
- Department of Plant Biology and Crop Science, Rothamsted Research, Harpenden, Hertfordshire, AL5 2JQ, UK
| | - Bruce A McDonald
- Plant Pathology, Institute of Integrative Biology, ETH Zurich, 8092, Zurich, Switzerland
| | - Daniel Croll
- Plant Pathology, Institute of Integrative Biology, ETH Zurich, 8092, Zurich, Switzerland
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87
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Testa AC, Oliver RP, Hane JK. OcculterCut: A Comprehensive Survey of AT-Rich Regions in Fungal Genomes. Genome Biol Evol 2016; 8:2044-64. [PMID: 27289099 PMCID: PMC4943192 DOI: 10.1093/gbe/evw121] [Citation(s) in RCA: 89] [Impact Index Per Article: 9.9] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Accepted: 05/14/2016] [Indexed: 12/03/2022] Open
Abstract
We present a novel method to measure the local GC-content bias in genomes and a survey of published fungal species. The method, enacted as "OcculterCut" (https://sourceforge.net/projects/occultercut, last accessed April 30, 2016), identified species containing distinct AT-rich regions. In most fungal taxa, AT-rich regions are a signature of repeat-induced point mutation (RIP), which targets repetitive DNA and decreases GC-content though the conversion of cytosine to thymine bases. RIP has in turn been identified as a driver of fungal genome evolution, as RIP mutations can also occur in single-copy genes neighboring repeat-rich regions. Over time RIP perpetuates "two speeds" of gene evolution in the GC-equilibrated and AT-rich regions of fungal genomes. In this study, genomes showing evidence of this process are found to be common, particularly among the Pezizomycotina. Further analysis highlighted differences in amino acid composition and putative functions of genes from these regions, supporting the hypothesis that these regions play an important role in fungal evolution. OcculterCut can also be used to identify genes undergoing RIP-assisted diversifying selection, such as small, secreted effector proteins that mediate host-microbe disease interactions.
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Affiliation(s)
- Alison C Testa
- Department of Environment & Agriculture, Centre for Crop and Disease Management, Curtin University, Perth, Australia
| | - Richard P Oliver
- Department of Environment & Agriculture, Centre for Crop and Disease Management, Curtin University, Perth, Australia
| | - James K Hane
- Department of Environment & Agriculture, Centre for Crop and Disease Management, Curtin University, Perth, Australia Curtin Institute for Computation, Curtin University, Perth, Australia
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88
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Utilizing Gene Tree Variation to Identify Candidate Effector Genes in Zymoseptoria tritici. G3-GENES GENOMES GENETICS 2016; 6:779-91. [PMID: 26837952 PMCID: PMC4825649 DOI: 10.1534/g3.115.025197] [Citation(s) in RCA: 20] [Impact Index Per Article: 2.2] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Indexed: 11/18/2022]
Abstract
Zymoseptoria tritici is a host-specific, necrotrophic pathogen of wheat. Infection by Z. tritici is characterized by its extended latent period, which typically lasts 2 wks, and is followed by extensive host cell death, and rapid proliferation of fungal biomass. This work characterizes the level of genomic variation in 13 isolates, for which we have measured virulence on 11 wheat cultivars with differential resistance genes. Between the reference isolate, IPO323, and the 13 Australian isolates we identified over 800,000 single nucleotide polymorphisms, of which ∼10% had an effect on the coding regions of the genome. Furthermore, we identified over 1700 probable presence/absence polymorphisms in genes across the Australian isolates using de novo assembly. Finally, we developed a gene tree sorting method that quickly identifies groups of isolates within a single gene alignment whose sequence haplotypes correspond with virulence scores on a single wheat cultivar. Using this method, we have identified < 100 candidate effector genes whose gene sequence correlates with virulence toward a wheat cultivar carrying a major resistance gene.
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89
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Lendenmann MH, Croll D, Palma-Guerrero J, Stewart EL, McDonald BA. QTL mapping of temperature sensitivity reveals candidate genes for thermal adaptation and growth morphology in the plant pathogenic fungus Zymoseptoria tritici. Heredity (Edinb) 2016; 116:384-94. [PMID: 26758189 PMCID: PMC4806695 DOI: 10.1038/hdy.2015.111] [Citation(s) in RCA: 41] [Impact Index Per Article: 4.6] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/17/2015] [Revised: 10/01/2015] [Accepted: 11/18/2015] [Indexed: 11/09/2022] Open
Abstract
Different thermal environments impose strong, differential selection on populations, leading to local adaptation, but the genetic basis of thermal adaptation is poorly understood. We used quantitative trait locus (QTL) mapping in the fungal wheat pathogen Zymoseptoria tritici to study the genetic architecture of thermal adaptation and identify candidate genes. Four wild-type strains originating from the same thermal environment were crossed to generate two mapping populations with 263 (cross 1) and 261 (cross 2) progeny. Restriction site-associated DNA sequencing was used to genotype 9745 (cross 1) and 7333 (cross 2) single-nucleotide polymorphism markers segregating within the mapping population. Temperature sensitivity was assessed using digital image analysis of colonies growing at two different temperatures. We identified four QTLs for temperature sensitivity, with unique QTLs found in each cross. One QTL had a logarithm of odds score >11 and contained only six candidate genes, including PBS2, encoding a mitogen-activated protein kinase kinase associated with low temperature tolerance in Saccharomyces cerevisiae. This and other QTLs showed evidence for pleiotropy among growth rate, melanization and growth morphology, suggesting that many traits can be correlated with thermal adaptation in fungi. Higher temperatures were highly correlated with a shift to filamentous growth among the progeny in both crosses. We show that thermal adaptation has a complex genetic architecture, with natural populations of Z. tritici harboring significant genetic variation for this trait. We conclude that Z. tritici populations have the potential to adapt rapidly to climate change and expand into new climatic zones.
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Affiliation(s)
- M H Lendenmann
- Institute of Integrative Biology, Plant Pathology, ETH Zürich, Zürich, Switzerland
| | - D Croll
- Institute of Integrative Biology, Plant Pathology, ETH Zürich, Zürich, Switzerland
| | - J Palma-Guerrero
- Institute of Integrative Biology, Plant Pathology, ETH Zürich, Zürich, Switzerland
| | - E L Stewart
- Institute of Integrative Biology, Plant Pathology, ETH Zürich, Zürich, Switzerland
| | - B A McDonald
- Institute of Integrative Biology, Plant Pathology, ETH Zürich, Zürich, Switzerland
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90
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Next-generation re-sequencing as a tool for rapid bioinformatic screening of presence and absence of genes and accessory chromosomes across isolates of Zymoseptoria tritici. Fungal Genet Biol 2016; 79:71-5. [PMID: 26092791 DOI: 10.1016/j.fgb.2015.04.012] [Citation(s) in RCA: 6] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/06/2015] [Revised: 04/10/2015] [Accepted: 04/13/2015] [Indexed: 01/06/2023]
Abstract
The wheat pathogen Zymoseptoria tritici possesses a large number of accessory chromosomes that may be present or absent in its genome. The genome of the reference isolate IPO323 has been assembled to a very high standard and contains 21 full length chromosome sequences, 8 of which represent accessory chromosomes. The IPO323 reference, when combined with low-cost next-generation sequencing and bioinformatics, can be used as a powerful tool to assess the presence or absence of accessory chromosomes. We present an outline of a range of bioinformatics techniques that can be applied to the analysis of presence-absence variation among accessory chromosomes across 13 novel isolates of Z. tritici.
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91
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Testa A, Oliver R, Hane J. Overview of genomic and bioinformatic resources for Zymoseptoria tritici. Fungal Genet Biol 2016; 79:13-6. [PMID: 26092784 DOI: 10.1016/j.fgb.2015.04.011] [Citation(s) in RCA: 13] [Impact Index Per Article: 1.4] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/05/2015] [Revised: 04/10/2015] [Accepted: 04/13/2015] [Indexed: 11/17/2022]
Abstract
Zymoseptoria tritici (syn. Mycosphaerella graminicola, Septoria tritici) is a haploid fungus belonging to the class Dothideomycetes. It is the causal agent of septoria leaf blotch - one of the world's most significant diseases of wheat. Here we review the genomic and bioinformatic resources that have been generated for Z. tritici. These include the whole-genome reference assembly for isolate IPO323, genome resequencing of alternate isolates, mitochondrial genome sequences, transcriptome sequences and expression data, and annotations of gene structure and function. We also highlight important advances in our fundamental knowledge of genome evolution and its effects on adaptation and pathogenicity in Z. tritici that have been facilitated by these resources.
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Affiliation(s)
- Alison Testa
- Centre for Crop and Disease Management, Curtin University, Perth, WA, Australia
| | - Richard Oliver
- Centre for Crop and Disease Management, Curtin University, Perth, WA, Australia
| | - James Hane
- Centre for Crop and Disease Management, Curtin University, Perth, WA, Australia; Curtin Institute for Computation, Curtin University, Perth, WA, Australia.
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92
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Chiapello H, Mallet L, Guérin C, Aguileta G, Amselem J, Kroj T, Ortega-Abboud E, Lebrun MH, Henrissat B, Gendrault A, Rodolphe F, Tharreau D, Fournier E. Deciphering Genome Content and Evolutionary Relationships of Isolates from the Fungus Magnaporthe oryzae Attacking Different Host Plants. Genome Biol Evol 2015; 7:2896-912. [PMID: 26454013 PMCID: PMC4684704 DOI: 10.1093/gbe/evv187] [Citation(s) in RCA: 68] [Impact Index Per Article: 6.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/25/2023] Open
Abstract
Deciphering the genetic bases of pathogen adaptation to its host is a key question in ecology and evolution. To understand how the fungus Magnaporthe oryzae adapts to different plants, we sequenced eight M. oryzae isolates differing in host specificity (rice, foxtail millet, wheat, and goosegrass), and one Magnaporthe grisea isolate specific of crabgrass. Analysis of Magnaporthe genomes revealed small variation in genome sizes (39–43 Mb) and gene content (12,283–14,781 genes) between isolates. The whole set of Magnaporthe genes comprised 14,966 shared families, 63% of which included genes present in all the nine M. oryzae genomes. The evolutionary relationships among Magnaporthe isolates were inferred using 6,878 single-copy orthologs. The resulting genealogy was mostly bifurcating among the different host-specific lineages, but was reticulate inside the rice lineage. We detected traces of introgression from a nonrice genome in the rice reference 70-15 genome. Among M. oryzae isolates and host-specific lineages, the genome composition in terms of frequencies of genes putatively involved in pathogenicity (effectors, secondary metabolism, cazome) was conserved. However, 529 shared families were found only in nonrice lineages, whereas the rice lineage possessed 86 specific families absent from the nonrice genomes. Our results confirmed that the host specificity of M. oryzae isolates was associated with a divergence between lineages without major gene flow and that, despite the strong conservation of gene families between lineages, adaptation to different hosts, especially to rice, was associated with the presence of a small number of specific gene families. All information was gathered in a public database (http://genome.jouy.inra.fr/gemo).
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Affiliation(s)
- Hélène Chiapello
- INRA, UR 1404, Unité Mathématiques et Informatique Appliquées du Génome à l'Environnement, Jouy-en-Josas, France INRA, UR 875, Unité Mathématiques et Informatique Appliquées de Toulouse, Castanet-Tolosan, France
| | - Ludovic Mallet
- INRA, UR 1404, Unité Mathématiques et Informatique Appliquées du Génome à l'Environnement, Jouy-en-Josas, France INRA, UR 875, Unité Mathématiques et Informatique Appliquées de Toulouse, Castanet-Tolosan, France INRA, UR 1164, Unité de Recherche Génomique Info, Versailles, France
| | - Cyprien Guérin
- INRA, UR 1404, Unité Mathématiques et Informatique Appliquées du Génome à l'Environnement, Jouy-en-Josas, France
| | - Gabriela Aguileta
- CNRS, UMR 8079, Ecologie, Systématique et Evolution, Université Paris-Sud, Orsay, France Center for Genomic Regulation, Barcelona, Spain
| | - Joëlle Amselem
- INRA, UR 1164, Unité de Recherche Génomique Info, Versailles, France
| | - Thomas Kroj
- INRA, UMR 385, Biologie et Génétique des Interactions Plantes-Pathogènes BGPI, INRA-CIRAD-Montpellier SupAgro, Campus International de Baillarguet, Montpellier, France
| | - Enrique Ortega-Abboud
- CIRAD, UMR 385, Biologie et Génétique des Interactions Plantes-Pathogènes BGPI, INRA-CIRAD-Montpellier SupAgro, Campus International de Baillarguet, Montpellier, France
| | - Marc-Henri Lebrun
- INRA-AgroParisTech, UMR 1190, Biologie et Gestion des Risques en Agriculture BIOGER-CPP, Campus AgroParisTech, Thiverval-Grignon, France
| | - Bernard Henrissat
- Architecture et Fonction des Macromolécules Biologiques, Université d'Aix Marseille, France Department of Biological Sciences, King Abdulaziz University, Jeddah, Saudi Arabia
| | - Annie Gendrault
- INRA, UR 1404, Unité Mathématiques et Informatique Appliquées du Génome à l'Environnement, Jouy-en-Josas, France
| | - François Rodolphe
- INRA, UR 1404, Unité Mathématiques et Informatique Appliquées du Génome à l'Environnement, Jouy-en-Josas, France
| | - Didier Tharreau
- CIRAD, UMR 385, Biologie et Génétique des Interactions Plantes-Pathogènes BGPI, INRA-CIRAD-Montpellier SupAgro, Campus International de Baillarguet, Montpellier, France
| | - Elisabeth Fournier
- INRA, UMR 385, Biologie et Génétique des Interactions Plantes-Pathogènes BGPI, INRA-CIRAD-Montpellier SupAgro, Campus International de Baillarguet, Montpellier, France
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93
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Schotanus K, Soyer JL, Connolly LR, Grandaubert J, Happel P, Smith KM, Freitag M, Stukenbrock EH. Histone modifications rather than the novel regional centromeres of Zymoseptoria tritici distinguish core and accessory chromosomes. Epigenetics Chromatin 2015; 8:41. [PMID: 26430472 PMCID: PMC4589918 DOI: 10.1186/s13072-015-0033-5] [Citation(s) in RCA: 93] [Impact Index Per Article: 9.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/19/2015] [Accepted: 09/21/2015] [Indexed: 12/20/2022] Open
Abstract
BACKGROUND Supernumerary chromosomes have been found in many organisms. In fungi, these "accessory" or "dispensable" chromosomes are present at different frequencies in populations and are usually characterized by higher repetitive DNA content and lower gene density when compared to the core chromosomes. In the reference strain of the wheat pathogen, Zymoseptoria tritici, eight discrete accessory chromosomes have been found. So far, no functional role has been assigned to these chromosomes; however, they have existed as separate entities in the karyotypes of Zymoseptoria species over evolutionary time. In this study, we addressed what-if anything-distinguishes the chromatin of accessory chromosomes from core chromosomes. We used chromatin immunoprecipitation combined with high-throughput sequencing ("ChIP-seq") of DNA associated with the centromere-specific histone H3, CENP-A (CenH3), to identify centromeric DNA, and ChIP-seq with antibodies against dimethylated H3K4, trimethylated H3K9 and trimethylated H3K27 to determine the relative distribution and proportion of euchromatin, obligate and facultative heterochromatin, respectively. RESULTS Centromeres of the eight accessory chromosomes have the same sequence composition and structure as centromeres of the 13 core chromosomes and they are of similar length. Unlike those of most other fungi, Z. tritici centromeres are not composed entirely of repetitive DNA; some centromeres contain only unique DNA sequences, and bona fide expressed genes are located in regions enriched with CenH3. By fluorescence microscopy, we showed that centromeres of Z. tritici do not cluster into a single chromocenter during interphase. We found dramatically higher enrichment of H3K9me3 and H3K27me3 on the accessory chromosomes, consistent with the twofold higher proportion of repetitive DNA and poorly transcribed genes. In contrast, no single histone modification tested here correlated with the distribution of centromeric nucleosomes. CONCLUSIONS All centromeres are similar in length and composed of a mixture of unique and repeat DNA, and most contain actively transcribed genes. Centromeres, subtelomeric regions or telomere repeat length cannot account for the differences in transfer fidelity between core and accessory chromosomes, but accessory chromosomes are greatly enriched in nucleosomes with H3K27 trimethylation. Genes on accessory chromosomes appear to be silenced by trimethylation of H3K9 and H3K27.
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Affiliation(s)
- Klaas Schotanus
- Max Planck Institute for Terrestrial Microbiology, Karl-von-Frisch Strasse 10, 35043 Marburg, Germany ; Department of Biochemistry and Biophysics, Oregon State University, Corvallis, OR 97331-7303 USA ; Christian-Albrechts University of Kiel, Environmental Genomics, Am Botanischen Garten 9-11, 24118 Kiel, Germany ; Max Planck Institute for Evolutionary Biology, August-Thienemann-Str. 2, 24306 Plön, Germany
| | - Jessica L Soyer
- Max Planck Institute for Terrestrial Microbiology, Karl-von-Frisch Strasse 10, 35043 Marburg, Germany ; INRA, UMR 1290 INRA-AgroParisTech BIOGER, Avenue Lucien Brétignières, Thiverval-Grignon, 78850 France ; Christian-Albrechts University of Kiel, Environmental Genomics, Am Botanischen Garten 9-11, 24118 Kiel, Germany ; Max Planck Institute for Evolutionary Biology, August-Thienemann-Str. 2, 24306 Plön, Germany
| | - Lanelle R Connolly
- Department of Biochemistry and Biophysics, Oregon State University, Corvallis, OR 97331-7303 USA
| | - Jonathan Grandaubert
- Max Planck Institute for Terrestrial Microbiology, Karl-von-Frisch Strasse 10, 35043 Marburg, Germany ; Christian-Albrechts University of Kiel, Environmental Genomics, Am Botanischen Garten 9-11, 24118 Kiel, Germany ; Max Planck Institute for Evolutionary Biology, August-Thienemann-Str. 2, 24306 Plön, Germany
| | - Petra Happel
- Max Planck Institute for Terrestrial Microbiology, Karl-von-Frisch Strasse 10, 35043 Marburg, Germany
| | - Kristina M Smith
- Department of Biochemistry and Biophysics, Oregon State University, Corvallis, OR 97331-7303 USA
| | - Michael Freitag
- Department of Biochemistry and Biophysics, Oregon State University, Corvallis, OR 97331-7303 USA
| | - Eva H Stukenbrock
- Max Planck Institute for Terrestrial Microbiology, Karl-von-Frisch Strasse 10, 35043 Marburg, Germany ; Christian-Albrechts University of Kiel, Environmental Genomics, Am Botanischen Garten 9-11, 24118 Kiel, Germany ; Max Planck Institute for Evolutionary Biology, August-Thienemann-Str. 2, 24306 Plön, Germany
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94
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The Impact of Recombination Hotspots on Genome Evolution of a Fungal Plant Pathogen. Genetics 2015; 201:1213-28. [PMID: 26392286 DOI: 10.1534/genetics.115.180968] [Citation(s) in RCA: 75] [Impact Index Per Article: 7.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/29/2015] [Accepted: 09/17/2015] [Indexed: 12/30/2022] Open
Abstract
Recombination has an impact on genome evolution by maintaining chromosomal integrity, affecting the efficacy of selection, and increasing genetic variability in populations. Recombination rates are a key determinant of the coevolutionary dynamics between hosts and their pathogens. Historic recombination events created devastating new pathogens, but the impact of ongoing recombination in sexual pathogens is poorly understood. Many fungal pathogens of plants undergo regular sexual cycles, and sex is considered to be a major factor contributing to virulence. We generated a recombination map at kilobase-scale resolution for the haploid plant pathogenic fungus Zymoseptoria tritici. To account for intraspecific variation in recombination rates, we constructed genetic maps from two independent crosses. We localized a total of 10,287 crossover events in 441 progeny and found that recombination rates were highly heterogeneous within and among chromosomes. Recombination rates on large chromosomes were inversely correlated with chromosome length. Short accessory chromosomes often lacked evidence for crossovers between parental chromosomes. Recombination was concentrated in narrow hotspots that were preferentially located close to telomeres. Hotspots were only partially conserved between the two crosses, suggesting that hotspots are short-lived and may vary according to genomic background. Genes located in hotspot regions were enriched in genes encoding secreted proteins. Population resequencing showed that chromosomal regions with high recombination rates were strongly correlated with regions of low linkage disequilibrium. Hence, genes in pathogen recombination hotspots are likely to evolve faster in natural populations and may represent a greater threat to the host.
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95
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Mind the gap; seven reasons to close fragmented genome assemblies. Fungal Genet Biol 2015; 90:24-30. [PMID: 26342853 DOI: 10.1016/j.fgb.2015.08.010] [Citation(s) in RCA: 73] [Impact Index Per Article: 7.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/22/2015] [Revised: 08/27/2015] [Accepted: 08/28/2015] [Indexed: 10/23/2022]
Abstract
Like other domains of life, research into the biology of filamentous microbes has greatly benefited from the advent of whole-genome sequencing. Next-generation sequencing (NGS) technologies have revolutionized sequencing, making genomic sciences accessible to many academic laboratories including those that study non-model organisms. Thus, hundreds of fungal genomes have been sequenced and are publically available today, although these initiatives have typically yielded considerably fragmented genome assemblies that often lack large contiguous genomic regions. Many important genomic features are contained in intergenic DNA that is often missing in current genome assemblies, and recent studies underscore the significance of non-coding regions and repetitive elements for the life style, adaptability and evolution of many organisms. The study of particular types of genetic elements, such as telomeres, centromeres, repetitive elements, effectors, and clusters of co-regulated genes, but also of phenomena such as structural rearrangements, genome compartmentalization and epigenetics, greatly benefits from having a contiguous and high-quality, preferably even complete and gapless, genome assembly. Here we discuss a number of important reasons to produce gapless, finished, genome assemblies to help answer important biological questions.
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96
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Evolution of Mating Systems in Basidiomycetes and the Genetic Architecture Underlying Mating-Type Determination in the Yeast Leucosporidium scottii. Genetics 2015; 201:75-89. [PMID: 26178967 DOI: 10.1534/genetics.115.177717] [Citation(s) in RCA: 24] [Impact Index Per Article: 2.4] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/29/2015] [Accepted: 07/13/2015] [Indexed: 11/18/2022] Open
Abstract
In most fungi, sexual reproduction is bipolar; that is, two alternate sets of genes at a single mating-type (MAT) locus determine two mating types. However, in the Basidiomycota, a unique (tetrapolar) reproductive system emerged in which sexual identity is governed by two unlinked MAT loci, each of which controls independent mechanisms of self/nonself recognition. Tetrapolar-to-bipolar transitions have occurred on multiple occasions in the Basidiomycota, resulting, for example, from linkage of the two MAT loci into a single inheritable unit. Nevertheless, owing to the scarcity of molecular data regarding tetrapolar systems in the earliest-branching lineage of the Basidiomycota (subphylum Pucciniomycotina), it is presently unclear if the last common ancestor was tetrapolar or bipolar. Here, we address this question, by investigating the mating system of the Pucciniomycotina yeast Leucosporidium scottii. Using whole-genome sequencing and chromoblot analysis, we discovered that sexual reproduction is governed by two physically unlinked gene clusters: a multiallelic homeodomain (HD) locus and a pheromone/receptor (P/R) locus that is biallelic, thereby dismissing the existence of a third P/R allele as proposed earlier. Allele distribution of both MAT genes in natural populations showed that the two loci were in strong linkage disequilibrium, but independent assortment of MAT alleles was observed in the meiotic progeny of a test cross. The sexual cycle produces fertile progeny with similar proportions of the four mating types, but approximately 2/3 of the progeny was found to be nonhaploid. Our study adds to others in reinforcing tetrapolarity as the ancestral state of all basidiomycetes.
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97
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QTL mapping of fungicide sensitivity reveals novel genes and pleiotropy with melanization in the pathogen Zymoseptoria tritici. Fungal Genet Biol 2015; 80:53-67. [PMID: 25979163 DOI: 10.1016/j.fgb.2015.05.001] [Citation(s) in RCA: 44] [Impact Index Per Article: 4.4] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/23/2015] [Revised: 03/30/2015] [Accepted: 05/04/2015] [Indexed: 12/30/2022]
Abstract
A major problem associated with the intensification of agriculture is the emergence of fungicide resistance. Azoles are ergosterol biosynthesis inhibitors that have been widely used in agriculture and medicine since the 1970s, leading to emergence of increasingly resistant fungal populations. The known genetic mechanisms underlying lower azole sensitivity include mutations affecting the CYP51 gene that encodes the target protein, but in many cases azole resistance is a more complex trait with an unknown genetic basis. We used quantitative trait locus (QTL) mapping to identify genes affecting azole sensitivity in two crosses of Zymoseptoria tritici, the most damaging wheat pathogen in Europe. Restriction site associated DNA sequencing (RADseq) was used to genotype 263 (cross 1) and 261 (cross 2) progeny at ∼ 8500 single nucleotide polymorphisms (SNP) and construct two dense linkage maps. Azole sensitivity was assessed using high-throughput digital image analysis of colonies growing on Petri dishes with or without the fungicide propiconazole. We identified three QTLs for azole sensitivity, including two that contained novel fungicide sensitivity genes. One of these two QTLs contained only 16 candidate genes, among which four most likely candidates were identified. The third QTL contained ERG6, encoding another protein involved in ergosterol biosynthesis. Known genes in QTLs affecting colony growth included CYP51 and PKS1, a gene affecting melanization in Z. tritici. PKS1 showed compelling evidence for pleiotropy, with a rare segregating allele that increased melanization while decreasing growth rate and propiconazole sensitivity. This study resolved the genetic architecture of an important agricultural trait and led to identification of novel genes that are likely to affect azole sensitivity in Z. tritici. It also provided insight into fitness costs associated with lowered azole sensitivity and suggests a novel fungicide mixture strategy.
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98
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RNA-seq-Based Gene Annotation and Comparative Genomics of Four Fungal Grass Pathogens in the Genus Zymoseptoria Identify Novel Orphan Genes and Species-Specific Invasions of Transposable Elements. G3-GENES GENOMES GENETICS 2015; 5:1323-33. [PMID: 25917918 PMCID: PMC4502367 DOI: 10.1534/g3.115.017731] [Citation(s) in RCA: 72] [Impact Index Per Article: 7.2] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Indexed: 12/13/2022]
Abstract
The fungal pathogen Zymoseptoria tritici (synonym Mycosphaerella graminicola) is a prominent pathogen of wheat. The reference genome of the isolate IPO323 is one of the best-assembled eukaryotic genomes and encodes more than 10,000 predicted genes. However, a large proportion of the previously annotated gene models are incomplete, with either no start or no stop codons. The availability of RNA-seq data allows better predictions of gene structure. We here used two different RNA-seq datasets, de novo transcriptome assemblies, homology-based comparisons, and trained ab initio gene callers to generate a new gene annotation of Z. tritici IPO323. The annotation pipeline was also applied to re-sequenced genomes of three closely related species of Z. tritici: Z. pseudotritici, Z. ardabiliae, and Z. brevis. Comparative analyses of the predicted gene models using the four Zymoseptoria species revealed sets of species-specific orphan genes enriched with putative pathogenicity-related genes encoding small secreted proteins that may play essential roles in virulence and host specificity. De novo repeat identification allowed us to show that few families of transposable elements are shared between Zymoseptoria species while we observe many species-specific invasions and expansions. The annotation data presented here provide a high-quality resource for future studies of Z. tritici and its sister species and provide detailed insight into gene and genome evolution of fungal plant pathogens.
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99
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Lopez V, Barinova N, Onishi M, Pobiega S, Pringle JR, Dubrana K, Marcand S. Cytokinesis breaks dicentric chromosomes preferentially at pericentromeric regions and telomere fusions. Genes Dev 2015; 29:322-36. [PMID: 25644606 PMCID: PMC4318148 DOI: 10.1101/gad.254664.114] [Citation(s) in RCA: 50] [Impact Index Per Article: 5.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/10/2023]
Abstract
Dicentric chromosomes are unstable products of erroneous DNA repair events that can lead to further genome rearrangements and extended gene copy number variations. Lopez et al. find that dicentrics without internal telomere sequences preferentially break at pericentromeric regions. In all cases, cleavage does not occur in anaphase but instead requires cytokinesis. Dicentrics cause the spindle pole bodies and centromeres to relocate to the bud neck during cytokinesis, explaining how cytokinesis can sever dicentrics near centromeres. Dicentric chromosomes are unstable products of erroneous DNA repair events that can lead to further genome rearrangements and extended gene copy number variations. During mitosis, they form anaphase bridges, resulting in chromosome breakage by an unknown mechanism. In budding yeast, dicentrics generated by telomere fusion break at the fusion, a process that restores the parental karyotype and protects cells from rare accidental telomere fusion. Here, we observed that dicentrics lacking telomere fusion preferentially break within a 25- to 30-kb-long region next to the centromeres. In all cases, dicentric breakage requires anaphase exit, ruling out stretching by the elongated mitotic spindle as the cause of breakage. Instead, breakage requires cytokinesis. In the presence of dicentrics, the cytokinetic septa pinch the nucleus, suggesting that dicentrics are severed after actomyosin ring contraction. At this time, centromeres and spindle pole bodies relocate to the bud neck, explaining how cytokinesis can sever dicentrics near centromeres.
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Affiliation(s)
- Virginia Lopez
- Laboratoire Télomères et Réparation du Chromosome, Service Instabilité Génétique Réparation et Recombinaison, Institut de Radiobiologie Moléculaire et Cellulaire, Commissariat à l'Energie Atomique et aux Energies Alternatives, 92265 Fontenay-aux-Roses, France; UMR967, Institut National de la Santé et de la Recherche Médicale, 92265 Fontenay-aux-Roses, France
| | - Natalja Barinova
- Laboratoire Télomères et Réparation du Chromosome, Service Instabilité Génétique Réparation et Recombinaison, Institut de Radiobiologie Moléculaire et Cellulaire, Commissariat à l'Energie Atomique et aux Energies Alternatives, 92265 Fontenay-aux-Roses, France; UMR967, Institut National de la Santé et de la Recherche Médicale, 92265 Fontenay-aux-Roses, France
| | - Masayuki Onishi
- Department of Genetics, Stanford University School of Medicine, Stanford, California 94305, USA
| | - Sabrina Pobiega
- Laboratoire Télomères et Réparation du Chromosome, Service Instabilité Génétique Réparation et Recombinaison, Institut de Radiobiologie Moléculaire et Cellulaire, Commissariat à l'Energie Atomique et aux Energies Alternatives, 92265 Fontenay-aux-Roses, France; UMR967, Institut National de la Santé et de la Recherche Médicale, 92265 Fontenay-aux-Roses, France
| | - John R Pringle
- Department of Genetics, Stanford University School of Medicine, Stanford, California 94305, USA
| | - Karine Dubrana
- UMR967, Institut National de la Santé et de la Recherche Médicale, 92265 Fontenay-aux-Roses, France; Laboratoire Instabilité Génétique et Organisation Nucléaire, Service Instabilité Génétique Réparation et Recombinaison, Institut de Radiobiologie Moléculaire et Cellulaire, Commissariat à l'Energie Atomique et aux Energies Alternatives, 92265 Fontenay-aux-Roses, France
| | - Stéphane Marcand
- Laboratoire Télomères et Réparation du Chromosome, Service Instabilité Génétique Réparation et Recombinaison, Institut de Radiobiologie Moléculaire et Cellulaire, Commissariat à l'Energie Atomique et aux Energies Alternatives, 92265 Fontenay-aux-Roses, France; UMR967, Institut National de la Santé et de la Recherche Médicale, 92265 Fontenay-aux-Roses, France;
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100
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Rudd JJ, Kanyuka K, Hassani-Pak K, Derbyshire M, Andongabo A, Devonshire J, Lysenko A, Saqi M, Desai NM, Powers SJ, Hooper J, Ambroso L, Bharti A, Farmer A, Hammond-Kosack KE, Dietrich RA, Courbot M. Transcriptome and metabolite profiling of the infection cycle of Zymoseptoria tritici on wheat reveals a biphasic interaction with plant immunity involving differential pathogen chromosomal contributions and a variation on the hemibiotrophic lifestyle definition. PLANT PHYSIOLOGY 2015; 167:1158-85. [PMID: 25596183 PMCID: PMC4348787 DOI: 10.1104/pp.114.255927] [Citation(s) in RCA: 195] [Impact Index Per Article: 19.5] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 12/20/2014] [Accepted: 01/16/2015] [Indexed: 05/17/2023]
Abstract
The hemibiotrophic fungus Zymoseptoria tritici causes Septoria tritici blotch disease of wheat (Triticum aestivum). Pathogen reproduction on wheat occurs without cell penetration, suggesting that dynamic and intimate intercellular communication occurs between fungus and plant throughout the disease cycle. We used deep RNA sequencing and metabolomics to investigate the physiology of plant and pathogen throughout an asexual reproductive cycle of Z. tritici on wheat leaves. Over 3,000 pathogen genes, more than 7,000 wheat genes, and more than 300 metabolites were differentially regulated. Intriguingly, individual fungal chromosomes contributed unequally to the overall gene expression changes. Early transcriptional down-regulation of putative host defense genes was detected in inoculated leaves. There was little evidence for fungal nutrient acquisition from the plant throughout symptomless colonization by Z. tritici, which may instead be utilizing lipid and fatty acid stores for growth. However, the fungus then subsequently manipulated specific plant carbohydrates, including fructan metabolites, during the switch to necrotrophic growth and reproduction. This switch coincided with increased expression of jasmonic acid biosynthesis genes and large-scale activation of other plant defense responses. Fungal genes encoding putative secondary metabolite clusters and secreted effector proteins were identified with distinct infection phase-specific expression patterns, although functional analysis suggested that many have overlapping/redundant functions in virulence. The pathogenic lifestyle of Z. tritici on wheat revealed through this study, involving initial defense suppression by a slow-growing extracellular and nutritionally limited pathogen followed by defense (hyper) activation during reproduction, reveals a subtle modification of the conceptual definition of hemibiotrophic plant infection.
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Affiliation(s)
- Jason J Rudd
- Department of Plant Biology and Crop Science (J.J.R., K.K., M.D., J.D., J.H., K.E.H.-K.) and Department of Computational and Systems Biology (K.H.-P., A.A., A.L., M.S., S.J.P.), Rothamsted Research, Harpenden, Hertshire AL5 2JQ, United Kingdom;Metabolon, Inc., Durham, North Carolina 27713 (N.M.D.);Syngenta Biotechnology, Inc., Research Triangle Park, North Carolina 27709 (L.A., A.B., R.A.D.);National Center for Genome Resources, Santa Fe, New Mexico 87505 (A.F.); andSyngenta Crop Protection AG, Crop Protection Research, CH-4332 Stein, Switzerland (M.C.)
| | - Kostya Kanyuka
- Department of Plant Biology and Crop Science (J.J.R., K.K., M.D., J.D., J.H., K.E.H.-K.) and Department of Computational and Systems Biology (K.H.-P., A.A., A.L., M.S., S.J.P.), Rothamsted Research, Harpenden, Hertshire AL5 2JQ, United Kingdom;Metabolon, Inc., Durham, North Carolina 27713 (N.M.D.);Syngenta Biotechnology, Inc., Research Triangle Park, North Carolina 27709 (L.A., A.B., R.A.D.);National Center for Genome Resources, Santa Fe, New Mexico 87505 (A.F.); andSyngenta Crop Protection AG, Crop Protection Research, CH-4332 Stein, Switzerland (M.C.)
| | - Keywan Hassani-Pak
- Department of Plant Biology and Crop Science (J.J.R., K.K., M.D., J.D., J.H., K.E.H.-K.) and Department of Computational and Systems Biology (K.H.-P., A.A., A.L., M.S., S.J.P.), Rothamsted Research, Harpenden, Hertshire AL5 2JQ, United Kingdom;Metabolon, Inc., Durham, North Carolina 27713 (N.M.D.);Syngenta Biotechnology, Inc., Research Triangle Park, North Carolina 27709 (L.A., A.B., R.A.D.);National Center for Genome Resources, Santa Fe, New Mexico 87505 (A.F.); andSyngenta Crop Protection AG, Crop Protection Research, CH-4332 Stein, Switzerland (M.C.)
| | - Mark Derbyshire
- Department of Plant Biology and Crop Science (J.J.R., K.K., M.D., J.D., J.H., K.E.H.-K.) and Department of Computational and Systems Biology (K.H.-P., A.A., A.L., M.S., S.J.P.), Rothamsted Research, Harpenden, Hertshire AL5 2JQ, United Kingdom;Metabolon, Inc., Durham, North Carolina 27713 (N.M.D.);Syngenta Biotechnology, Inc., Research Triangle Park, North Carolina 27709 (L.A., A.B., R.A.D.);National Center for Genome Resources, Santa Fe, New Mexico 87505 (A.F.); andSyngenta Crop Protection AG, Crop Protection Research, CH-4332 Stein, Switzerland (M.C.)
| | - Ambrose Andongabo
- Department of Plant Biology and Crop Science (J.J.R., K.K., M.D., J.D., J.H., K.E.H.-K.) and Department of Computational and Systems Biology (K.H.-P., A.A., A.L., M.S., S.J.P.), Rothamsted Research, Harpenden, Hertshire AL5 2JQ, United Kingdom;Metabolon, Inc., Durham, North Carolina 27713 (N.M.D.);Syngenta Biotechnology, Inc., Research Triangle Park, North Carolina 27709 (L.A., A.B., R.A.D.);National Center for Genome Resources, Santa Fe, New Mexico 87505 (A.F.); andSyngenta Crop Protection AG, Crop Protection Research, CH-4332 Stein, Switzerland (M.C.)
| | - Jean Devonshire
- Department of Plant Biology and Crop Science (J.J.R., K.K., M.D., J.D., J.H., K.E.H.-K.) and Department of Computational and Systems Biology (K.H.-P., A.A., A.L., M.S., S.J.P.), Rothamsted Research, Harpenden, Hertshire AL5 2JQ, United Kingdom;Metabolon, Inc., Durham, North Carolina 27713 (N.M.D.);Syngenta Biotechnology, Inc., Research Triangle Park, North Carolina 27709 (L.A., A.B., R.A.D.);National Center for Genome Resources, Santa Fe, New Mexico 87505 (A.F.); andSyngenta Crop Protection AG, Crop Protection Research, CH-4332 Stein, Switzerland (M.C.)
| | - Artem Lysenko
- Department of Plant Biology and Crop Science (J.J.R., K.K., M.D., J.D., J.H., K.E.H.-K.) and Department of Computational and Systems Biology (K.H.-P., A.A., A.L., M.S., S.J.P.), Rothamsted Research, Harpenden, Hertshire AL5 2JQ, United Kingdom;Metabolon, Inc., Durham, North Carolina 27713 (N.M.D.);Syngenta Biotechnology, Inc., Research Triangle Park, North Carolina 27709 (L.A., A.B., R.A.D.);National Center for Genome Resources, Santa Fe, New Mexico 87505 (A.F.); andSyngenta Crop Protection AG, Crop Protection Research, CH-4332 Stein, Switzerland (M.C.)
| | - Mansoor Saqi
- Department of Plant Biology and Crop Science (J.J.R., K.K., M.D., J.D., J.H., K.E.H.-K.) and Department of Computational and Systems Biology (K.H.-P., A.A., A.L., M.S., S.J.P.), Rothamsted Research, Harpenden, Hertshire AL5 2JQ, United Kingdom;Metabolon, Inc., Durham, North Carolina 27713 (N.M.D.);Syngenta Biotechnology, Inc., Research Triangle Park, North Carolina 27709 (L.A., A.B., R.A.D.);National Center for Genome Resources, Santa Fe, New Mexico 87505 (A.F.); andSyngenta Crop Protection AG, Crop Protection Research, CH-4332 Stein, Switzerland (M.C.)
| | - Nalini M Desai
- Department of Plant Biology and Crop Science (J.J.R., K.K., M.D., J.D., J.H., K.E.H.-K.) and Department of Computational and Systems Biology (K.H.-P., A.A., A.L., M.S., S.J.P.), Rothamsted Research, Harpenden, Hertshire AL5 2JQ, United Kingdom;Metabolon, Inc., Durham, North Carolina 27713 (N.M.D.);Syngenta Biotechnology, Inc., Research Triangle Park, North Carolina 27709 (L.A., A.B., R.A.D.);National Center for Genome Resources, Santa Fe, New Mexico 87505 (A.F.); andSyngenta Crop Protection AG, Crop Protection Research, CH-4332 Stein, Switzerland (M.C.)
| | - Stephen J Powers
- Department of Plant Biology and Crop Science (J.J.R., K.K., M.D., J.D., J.H., K.E.H.-K.) and Department of Computational and Systems Biology (K.H.-P., A.A., A.L., M.S., S.J.P.), Rothamsted Research, Harpenden, Hertshire AL5 2JQ, United Kingdom;Metabolon, Inc., Durham, North Carolina 27713 (N.M.D.);Syngenta Biotechnology, Inc., Research Triangle Park, North Carolina 27709 (L.A., A.B., R.A.D.);National Center for Genome Resources, Santa Fe, New Mexico 87505 (A.F.); andSyngenta Crop Protection AG, Crop Protection Research, CH-4332 Stein, Switzerland (M.C.)
| | - Juliet Hooper
- Department of Plant Biology and Crop Science (J.J.R., K.K., M.D., J.D., J.H., K.E.H.-K.) and Department of Computational and Systems Biology (K.H.-P., A.A., A.L., M.S., S.J.P.), Rothamsted Research, Harpenden, Hertshire AL5 2JQ, United Kingdom;Metabolon, Inc., Durham, North Carolina 27713 (N.M.D.);Syngenta Biotechnology, Inc., Research Triangle Park, North Carolina 27709 (L.A., A.B., R.A.D.);National Center for Genome Resources, Santa Fe, New Mexico 87505 (A.F.); andSyngenta Crop Protection AG, Crop Protection Research, CH-4332 Stein, Switzerland (M.C.)
| | - Linda Ambroso
- Department of Plant Biology and Crop Science (J.J.R., K.K., M.D., J.D., J.H., K.E.H.-K.) and Department of Computational and Systems Biology (K.H.-P., A.A., A.L., M.S., S.J.P.), Rothamsted Research, Harpenden, Hertshire AL5 2JQ, United Kingdom;Metabolon, Inc., Durham, North Carolina 27713 (N.M.D.);Syngenta Biotechnology, Inc., Research Triangle Park, North Carolina 27709 (L.A., A.B., R.A.D.);National Center for Genome Resources, Santa Fe, New Mexico 87505 (A.F.); andSyngenta Crop Protection AG, Crop Protection Research, CH-4332 Stein, Switzerland (M.C.)
| | - Arvind Bharti
- Department of Plant Biology and Crop Science (J.J.R., K.K., M.D., J.D., J.H., K.E.H.-K.) and Department of Computational and Systems Biology (K.H.-P., A.A., A.L., M.S., S.J.P.), Rothamsted Research, Harpenden, Hertshire AL5 2JQ, United Kingdom;Metabolon, Inc., Durham, North Carolina 27713 (N.M.D.);Syngenta Biotechnology, Inc., Research Triangle Park, North Carolina 27709 (L.A., A.B., R.A.D.);National Center for Genome Resources, Santa Fe, New Mexico 87505 (A.F.); andSyngenta Crop Protection AG, Crop Protection Research, CH-4332 Stein, Switzerland (M.C.)
| | - Andrew Farmer
- Department of Plant Biology and Crop Science (J.J.R., K.K., M.D., J.D., J.H., K.E.H.-K.) and Department of Computational and Systems Biology (K.H.-P., A.A., A.L., M.S., S.J.P.), Rothamsted Research, Harpenden, Hertshire AL5 2JQ, United Kingdom;Metabolon, Inc., Durham, North Carolina 27713 (N.M.D.);Syngenta Biotechnology, Inc., Research Triangle Park, North Carolina 27709 (L.A., A.B., R.A.D.);National Center for Genome Resources, Santa Fe, New Mexico 87505 (A.F.); andSyngenta Crop Protection AG, Crop Protection Research, CH-4332 Stein, Switzerland (M.C.)
| | - Kim E Hammond-Kosack
- Department of Plant Biology and Crop Science (J.J.R., K.K., M.D., J.D., J.H., K.E.H.-K.) and Department of Computational and Systems Biology (K.H.-P., A.A., A.L., M.S., S.J.P.), Rothamsted Research, Harpenden, Hertshire AL5 2JQ, United Kingdom;Metabolon, Inc., Durham, North Carolina 27713 (N.M.D.);Syngenta Biotechnology, Inc., Research Triangle Park, North Carolina 27709 (L.A., A.B., R.A.D.);National Center for Genome Resources, Santa Fe, New Mexico 87505 (A.F.); andSyngenta Crop Protection AG, Crop Protection Research, CH-4332 Stein, Switzerland (M.C.)
| | - Robert A Dietrich
- Department of Plant Biology and Crop Science (J.J.R., K.K., M.D., J.D., J.H., K.E.H.-K.) and Department of Computational and Systems Biology (K.H.-P., A.A., A.L., M.S., S.J.P.), Rothamsted Research, Harpenden, Hertshire AL5 2JQ, United Kingdom;Metabolon, Inc., Durham, North Carolina 27713 (N.M.D.);Syngenta Biotechnology, Inc., Research Triangle Park, North Carolina 27709 (L.A., A.B., R.A.D.);National Center for Genome Resources, Santa Fe, New Mexico 87505 (A.F.); andSyngenta Crop Protection AG, Crop Protection Research, CH-4332 Stein, Switzerland (M.C.)
| | - Mikael Courbot
- Department of Plant Biology and Crop Science (J.J.R., K.K., M.D., J.D., J.H., K.E.H.-K.) and Department of Computational and Systems Biology (K.H.-P., A.A., A.L., M.S., S.J.P.), Rothamsted Research, Harpenden, Hertshire AL5 2JQ, United Kingdom;Metabolon, Inc., Durham, North Carolina 27713 (N.M.D.);Syngenta Biotechnology, Inc., Research Triangle Park, North Carolina 27709 (L.A., A.B., R.A.D.);National Center for Genome Resources, Santa Fe, New Mexico 87505 (A.F.); andSyngenta Crop Protection AG, Crop Protection Research, CH-4332 Stein, Switzerland (M.C.)
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