Genetic dissection of Sharka disease tolerance in peach (P. persica L. Batsch) View Full Text


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Article Info

DATE

2017-11-03

AUTHORS

Marco Cirilli, Laura Rossini, Filippo Geuna, Francesco Palmisano, Angelantonio Minafra, Tiziana Castrignanò, Stefano Gattolin, Angelo Ciacciulli, Anna Rosa Babini, Alessandro Liverani, Daniele Bassi

ABSTRACT

BackgroundPlum pox virus (PPV), agent of Sharka disease, is the most important quarantine pathogen of peach (P. persica L. Batsch). Extensive evaluation of peach germplasm has highlighted the lack of resistant sources, while suggesting the presence of a quantitative disease resistance, expressed as reduction in the intensity of symptoms. Unravelling the genetic architecture of peach response to PPV infection is essential for pyramiding resistant genes and for developing more tolerant varieties. For this purpose, a genome-wide association (GWA) approach was applied in a panel of accessions phenotyped for virus susceptibility and genotyped with the IPSC peach 9 K SNP Array, and coupled with an high-coverage resequencing of the tolerant accession ‘Kamarat’.ResultsGenome-wide association identified three highly significant associated loci on chromosome 2 and 3, accounting for most of the reduction in PPV-M susceptibility within the analysed peach population. The exploration of associated intervals through whole-genome comparison of the tolerant accession ‘Kamarat’ and other susceptible accessions, including the PPV-resistant wild-related species P. davidiana, allow the identification of allelic variants in promising candidate genes, including an RTM2-like gene already characterized in A. thaliana.ConclusionsThe present study is the first effort to identify genetic factors involved in Sharka disease in peach germplasm through a GWA approach. We provide evidence of the presence of quantitative resistant loci in a collection of peach accessions, identifying major loci and highly informative SNPs that could be useful for marker assisted selection. These results could serve as reference bases for future research aimed at the comprehension of genetic mechanism regulating the complex peach-PPV interaction. More... »

PAGES

192

References to SciGraph publications

  • 2014-05-28. Selecting with markers linked to the PPVres major QTL is not sufficient to predict resistance to Plum Pox Virus (PPV) in apricot in TREE GENETICS & GENOMES
  • 2016-09-13. A polymorphic (GA/CT)n- SSR influences promoter activity of Tryptophan decarboxylase gene in Catharanthus roseus L. Don in SCIENTIFIC REPORTS
  • 2015-07-28. QTL mapping of pomological traits in peach and related species breeding germplasm in MOLECULAR BREEDING
  • 2011-10-28. Genome-wide association studies in plants: the missing heritability is in the field in GENOME BIOLOGY
  • 2010-07-20. Genetic variation, population structure and linkage disequilibrium in peach commercial varieties in BMC GENOMIC DATA
  • 2010-04-03. Identification of QTL for resistance to plum pox virus strains M and D in Lito and Harcot apricot cultivars in MOLECULAR BREEDING
  • 2011-12-14. Identification of simple sequence repeat markers tightly linked to plum pox virus resistance in apricot in MOLECULAR BREEDING
  • 2013-07-22. The advantages and limitations of trait analysis with GWAS: a review in PLANT METHODS
  • 2017-03-11. The Peach v2.0 release: high-resolution linkage mapping and deep resequencing improve chromosome-scale assembly and contiguity in BMC GENOMICS
  • 2014. Comparative population genomics reveals the domestication history of the peach, in GENOME BIOLOGY
  • 2013-03-24. The high-quality draft genome of peach (Prunus persica) identifies unique patterns of genetic diversity, domestication and genome evolution in NATURE GENETICS
  • 2013-09-16. Peach genetic resources: diversity, population structure and linkage disequilibrium in BMC GENOMIC DATA
  • 2008-06. Linkage disequilibrium — understanding the evolutionary past and mapping the medical future in NATURE REVIEWS GENETICS
  • 2010-03-07. Variance component model to account for sample structure in genome-wide association studies in NATURE GENETICS
  • 2014-07-31. Comparative population genomics reveals the domestication history of the peach, Prunus persica, and human influences on perennial fruit crops in GENOME BIOLOGY
  • 2005-03. Linkage disequilibrium and association studies in higher plants: Present status and future prospects in PLANT MOLECULAR BIOLOGY
  • 2005-01-22. Analogues of virus resistance genes map to QTLs for resistance to sharka disease in Prunus davidiana in MOLECULAR GENETICS AND GENOMICS
  • 2010-06-15. New approaches to population stratification in genome-wide association studies in NATURE REVIEWS GENETICS
  • 2009-11-12. Quantitative trait loci analysis of Plum pox virus resistance in Prunus davidiana P1908: new insights on the organization of genomic resistance regions in TREE GENETICS & GENOMES
  • 1997. Production and characterization of a monoclonal antibody specific to the M serotype of plum pox potyvirus in EUROPEAN JOURNAL OF PLANT PATHOLOGY
  • 2011-03-07. Comparing the adaptive landscape across trait types: larger QTL effect size in traits under biotic selection in BMC ECOLOGY AND EVOLUTION
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    http://scigraph.springernature.com/pub.10.1186/s12870-017-1117-0

    DOI

    http://dx.doi.org/10.1186/s12870-017-1117-0

    DIMENSIONS

    https://app.dimensions.ai/details/publication/pub.1092526455

    PUBMED

    https://www.ncbi.nlm.nih.gov/pubmed/29100531


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    35 schema:description BackgroundPlum pox virus (PPV), agent of Sharka disease, is the most important quarantine pathogen of peach (P. persica L. Batsch). Extensive evaluation of peach germplasm has highlighted the lack of resistant sources, while suggesting the presence of a quantitative disease resistance, expressed as reduction in the intensity of symptoms. Unravelling the genetic architecture of peach response to PPV infection is essential for pyramiding resistant genes and for developing more tolerant varieties. For this purpose, a genome-wide association (GWA) approach was applied in a panel of accessions phenotyped for virus susceptibility and genotyped with the IPSC peach 9 K SNP Array, and coupled with an high-coverage resequencing of the tolerant accession ‘Kamarat’.ResultsGenome-wide association identified three highly significant associated loci on chromosome 2 and 3, accounting for most of the reduction in PPV-M susceptibility within the analysed peach population. The exploration of associated intervals through whole-genome comparison of the tolerant accession ‘Kamarat’ and other susceptible accessions, including the PPV-resistant wild-related species P. davidiana, allow the identification of allelic variants in promising candidate genes, including an RTM2-like gene already characterized in A. thaliana.ConclusionsThe present study is the first effort to identify genetic factors involved in Sharka disease in peach germplasm through a GWA approach. We provide evidence of the presence of quantitative resistant loci in a collection of peach accessions, identifying major loci and highly informative SNPs that could be useful for marker assisted selection. These results could serve as reference bases for future research aimed at the comprehension of genetic mechanism regulating the complex peach-PPV interaction.
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