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

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Authors

Kuhn, David N.
Groh, Amy
Rahaman, Jordon
Freeman, Barbie
Arpaia, Mary Lu
Van den Berg, Noelani
Abeysekara, Nilwala
Manosalva, Patricia
Chambers, Alan H.

Journal Title

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Publisher

Springer

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.

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.
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.
Supplementary Table 3. Examples of SNP markers that distinguish between landraces.
Data archiving statement. All SNP data from this study can be found in Supplementary Table 2.

Keywords

Avocado (Persea americana), Avocado germplasm, Affinity propagation clustering, SNP markers, Rootstock breeding, Visual analysis methods, Large SNP datasets

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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.