Creation of an avocado unambiguous genotype SNP database for germplasm curation and as an aid to breeders

dc.contributor.authorKuhn, David N.
dc.contributor.authorGroh, Amy
dc.contributor.authorRahaman, Jordon
dc.contributor.authorFreeman, Barbie
dc.contributor.authorArpaia, Mary Lu
dc.contributor.authorVan den Berg, Noelani
dc.contributor.authorAbeysekara, Nilwala
dc.contributor.authorManosalva, Patricia
dc.contributor.authorChambers, Alan H.
dc.date.accessioned2020-08-31T07:24:17Z
dc.date.available2020-08-31T07:24:17Z
dc.date.issued2019-08
dc.descriptionSupplementary Table 1. The sequences of the 384 SNP assays with the associated linkage group (LG), map position in centimorgans (cM), and annotation where available.en_ZA
dc.descriptionSupplementary Table 2. Colored data file with affinity propagation groups, silhouette scores, and related data for biallelic SNP markers (384) used to genotype 1,524 germplasm individuals. Data were curated to remove markers with greater than 5% missing data and individuals with greater than 5% missing data in a recursive fashion, resulting in a dataset of genotypes of 377 markers for 1,461 individuals.en_ZA
dc.descriptionSupplementary Table 3. Examples of SNP markers that distinguish between landraces.en_ZA
dc.descriptionData archiving statement. All SNP data from this study can be found in Supplementary Table 2.en_ZA
dc.description.abstractAvocado (Persea americana) is an important tropical and subtropical fruit tree crop. Traditional tree breeding programs face the challenges of long generation times and significant expense in land and personnel resources. Avocado selection and breeding can be more efficient and less expensive through the development and application of molecular markers. A total of 1524 individuals were genotyped with 384 SNPs creating the largest SNP genotype database for avocado. These individuals correspond to four extensive germplasm collections including two housed in Florida and two in California. In addition, hybrids and selections from two rootstock breeding programs have been genotyped. Genotype data were analyzed using an affinity propagation method to define 155 groups. The 384 SNP markers provided accurate genotype data for individuals from different Persea species as well as half-siblings. Therefore, the majority of the genetic diversity of the avocado germplasm and related species that were genotyped has been captured. A simple visual method can also be used to identify self-pollinated individuals among the half-siblings of known maternal parents and, in some cases, to infer likely candidates for the paternal parent. Finally, this dataset is unambiguous so breeders can determine the genetic diversity of their breeding stock to optimize avocado breeding and selection programs by identifying outcrossed individuals at the seedling stage, thus increasing the efficiency of avocado genetic improvement.en_ZA
dc.description.departmentBiochemistryen_ZA
dc.description.departmentGeneticsen_ZA
dc.description.departmentMicrobiology and Plant Pathologyen_ZA
dc.description.librarianhj2020en_ZA
dc.description.sponsorshipTrust Fund Cooperative Agreement 58-6038-7-006 with the California Avocado Commission and USDA-ARS CRIS 58-6038-21000-022-00D.en_ZA
dc.description.urihttp://link.springer.com/journal/11295en_ZA
dc.identifier.citationKuhn, D.N., Groh, A., Rahaman, J. et al. Creation of an avocado unambiguous genotype SNP database for germplasm curation and as an aid to breeders. Tree Genetics & Genomes 15, 71 (2019). https://doi.org/10.1007/s11295-019-1374-1.en_ZA
dc.identifier.issn1614-2942 (print)
dc.identifier.issn1614-2950 (online)
dc.identifier.other10.1007/s11295-019-1374-1
dc.identifier.urihttp://hdl.handle.net/2263/75977
dc.language.isoenen_ZA
dc.publisherSpringeren_ZA
dc.rights© The Author(s) 2019. Open Access. This article is distributed under the terms of the Creative Commons Attribution 4.0 International License.en_ZA
dc.subjectAvocado (Persea americana)en_ZA
dc.subjectAvocado germplasmen_ZA
dc.subjectAffinity propagation clusteringen_ZA
dc.subjectSNP markersen_ZA
dc.subjectRootstock breedingen_ZA
dc.subjectVisual analysis methodsen_ZA
dc.subjectLarge SNP datasetsen_ZA
dc.titleCreation of an avocado unambiguous genotype SNP database for germplasm curation and as an aid to breedersen_ZA
dc.typePostprint Articleen_ZA

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