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

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dc.contributor.author Kuhn, David N.
dc.contributor.author Groh, Amy
dc.contributor.author Rahaman, Jordon
dc.contributor.author Freeman, Barbie
dc.contributor.author Arpaia, Mary Lu
dc.contributor.author Van den Berg, Noelani
dc.contributor.author Abeysekara, Nilwala
dc.contributor.author Manosalva, Patricia
dc.contributor.author Chambers, Alan H.
dc.date.accessioned 2020-08-31T07:24:17Z
dc.date.available 2020-08-31T07:24:17Z
dc.date.issued 2019-08
dc.description Supplementary 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.description Supplementary 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.description Supplementary Table 3. Examples of SNP markers that distinguish between landraces. en_ZA
dc.description Data archiving statement. All SNP data from this study can be found in Supplementary Table 2. en_ZA
dc.description.abstract Avocado (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.department Biochemistry en_ZA
dc.description.department Genetics en_ZA
dc.description.department Microbiology and Plant Pathology en_ZA
dc.description.librarian hj2020 en_ZA
dc.description.sponsorship Trust 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.uri http://link.springer.com/journal/11295 en_ZA
dc.identifier.citation Kuhn, 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.issn 1614-2942 (print)
dc.identifier.issn 1614-2950 (online)
dc.identifier.other 10.1007/s11295-019-1374-1
dc.identifier.uri http://hdl.handle.net/2263/75977
dc.language.iso en en_ZA
dc.publisher Springer en_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.subject Avocado (Persea americana) en_ZA
dc.subject Avocado germplasm en_ZA
dc.subject Affinity propagation clustering en_ZA
dc.subject SNP markers en_ZA
dc.subject Rootstock breeding en_ZA
dc.subject Visual analysis methods en_ZA
dc.subject Large SNP datasets en_ZA
dc.title Creation of an avocado unambiguous genotype SNP database for germplasm curation and as an aid to breeders en_ZA
dc.type Postprint Article en_ZA


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