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1.
PLoS One ; 13(3): e0194398, 2018.
Article in English | MEDLINE | ID: mdl-29547652

ABSTRACT

The reported narrow genetic base of cultivated potato (Solanum tuberosum) can be expanded by the introgression of many related species with large genetic diversity. The analysis of the genetic structure of a potato population is important to broaden the genetic base of breeding programs by the identification of different genetic pools. A panel composed by 231 diverse genotypes was characterized using single nucleotide polymorphism (SNP) markers of the Illumina Infinium Potato SNP Array V2 to identify population structure and assess genetic diversity using discriminant analysis of principal components (DAPC) and pedigree analysis. Results revealed the presence of five clusters within the populations differentiated principally by ploidy, taxonomy, origin and breeding program. The information obtained in this work could be readily used as a guide for parental introduction in new breeding programs that want to maximize variability by combination of contrasting variability sources such as those presented here.


Subject(s)
Discriminant Analysis , Genetic Variation , Polymorphism, Single Nucleotide , Principal Component Analysis/methods , Solanum tuberosum/genetics , Tetraploidy , Cluster Analysis , Genetics, Population , Genotype , Plant Breeding , Solanum tuberosum/classification
2.
BMC Genet ; 19(1): 8, 2018 01 16.
Article in English | MEDLINE | ID: mdl-29338687

ABSTRACT

BACKGROUND: Diversity in crops is fundamental for plant breeding efforts. An accurate assessment of genetic diversity, using molecular markers, such as single nucleotide polymorphism (SNP), must be able to reveal the structure of the population under study. A characterization of population structure using easy measurable phenotypic traits could be a preliminary and low-cost approach to elucidate the genetic structure of a population. A potato population of 183 genotypes was evaluated using 4859 high-quality SNPs and 19 phenotypic traits commonly recorded in potato breeding programs. A Bayesian approach, Minimum Spanning Tree (MST) and diversity estimator, as well as multivariate analysis based on phenotypic traits, were adopted to assess the population structure. RESULTS: Analysis based on molecular markers showed groups linked to the phylogenetic relationship among the germplasm as well as the link with the breeding program that provided the material. Diversity estimators consistently structured the population according to a priori group estimation. The phenotypic traits only discriminated main groups with contrasting characteristics, as different subspecies, ploidy level or membership in a breeding program, but were not able to discriminate within groups. A joint molecular and phenotypic characterization analysis discriminated groups based on phenotypic classification, taxonomic category, provenance source of genotypes and genetic background. CONCLUSIONS: This paper shows the significant level of diversity existing in a parental population of potato as well as the putative phylogenetic relationships among the genotypes. The use of easily measurable phenotypic traits among highly contrasting genotypes could be a reasonable approach to estimate population structure in the initial phases of a potato breeding program.


Subject(s)
Breeding , Solanum tuberosum/genetics , Bayes Theorem , Phenotype , Phylogeny , Polymorphism, Single Nucleotide
3.
Transgenic Res ; 21(5): 967-82, 2012 Oct.
Article in English | MEDLINE | ID: mdl-22200984

ABSTRACT

Solanum tuberosum ssp. tuberosum (cv. Spunta) was transformed with a chimeric transgene containing the Potato virus Y (PVY) coat protein (CP) sequence. Screening for PVY resistance under greenhouse conditions yielded over 100 independent candidate lines. Successive field testing of selected lines allowed the identification of two genetically stable PVY-resistant lines, SY230 and SY233, which were further evaluated in field trials at different potato-producing regions in Argentina. In total, more than 2,000 individuals from each line were tested along a 6-year period. While no or negligible PVY infection was observed in the transgenic lines, infection rates of control plants were consistently high and reached levels of up to 70-80%. Parallel field studies were performed in virus-free environments to assess the agronomical performance of the selected lines. Tubers collected from these assays exhibited agronomical traits and biochemical compositions indistinguishable from those of the non-transformed Spunta cultivar. In addition, an interspecific out-crossing trial to determine the magnitude of possible natural gene flow between transgenic line SY233 and its wild relative Solanum chacoense was performed. This trial yielded negative results, suggesting an extremely low probability for such an event to occur.


Subject(s)
Disease Resistance , Gene Flow , Plants, Genetically Modified/genetics , Potyvirus/pathogenicity , Solanum tuberosum/genetics , Agrobacterium tumefaciens/genetics , Agrobacterium tumefaciens/metabolism , Argentina , Capsid Proteins/genetics , Capsid Proteins/immunology , Capsid Proteins/metabolism , Crops, Agricultural/genetics , Crops, Agricultural/immunology , Crops, Agricultural/virology , Crosses, Genetic , Genetic Vectors , Plant Diseases/immunology , Plant Diseases/virology , Plants, Genetically Modified/immunology , Plants, Genetically Modified/virology , Potyvirus/genetics , Potyvirus/immunology , Recombinant Fusion Proteins/genetics , Recombinant Fusion Proteins/metabolism , Solanaceous Alkaloids/analysis , Solanaceous Alkaloids/metabolism , Solanum tuberosum/immunology , Solanum tuberosum/virology , Transformation, Genetic , Transgenes
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