4.5 Article

Using genotyping-by-sequencing derived SNPs to examine the genetic structure and identify a core set ofCorylus americanagermplasm

Journal

TREE GENETICS & GENOMES
Volume 16, Issue 5, Pages -

Publisher

SPRINGER HEIDELBERG
DOI: 10.1007/s11295-020-01462-y

Keywords

Corylus americana; Genotyping-by-sequencing (GBS); Genetic diversity; Germplasm structure; Discriminant analysis of principal components (DAPC); Core collection

Funding

  1. USDA/ARS Dale Bumpers Small Farm Research Center from the USDA Agricultural Research Service [58-6020-6-001]
  2. University of Missouri Center for Agroforestry
  3. Institute for Sustainable Energy and Environment at the University of Illinois
  4. New Jersey Agricultural Experiment Station, Hatch Act Funds
  5. U.S. Department of Agriculture National Institute of Food and Agriculture (Agriculture and Food Research Initiative Competitive Grant) [2014-67013-22421]
  6. U.S. Department of Agriculture National Institute of Food and Agriculture (Specialty Crops Research Initiative Competitive Grants) [2016-04991, 2009-51181]

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The American hazelnut (Corylus americana) is native to a broad range of the eastern United States and southern Canada. It is the endemic host of the fungusAnisogramma anomala, which causes eastern filbert blight (EFB) disease and limits European hazelnut (C. avellana) production in eastern North America. WhileC. americanahas thick-shelled, tiny nuts not suited for commercial production, it is cold hardy, highly tolerant of EFB, and phenotypically diverse. Previous studies with simple sequence repeat markers show that it is also genetically diverse. Further, the species is cross-compatible withC. avellanaand is thus a valuable donor of EFB resistance and climate adaptability traits. However, only a narrow set ofC. americanaparents has been used in interspecific hybridizations, and current germplasm availability likely does not fully represent the species' genetic diversity, given its vast range. A new collection of open-pollinatedC. americanaseed was assembled at Rutgers University to broaden available genetic resources. Here, we study the genetic diversity and population structure of 272 of these individuals, which represent 55 seedlots from across 15 states of the species' native range. We use multivariate analyses to examine the distribution of genetic variation within the collection and to support the identification of a core set. A genotyping-by-sequencing (GBS) approach yielded 2653 single nucleotide polymorphisms and subsequent analyses revealed a collection with high estimates of heterozygosity (H-E = 0.276,H-O = 0.280), moderate differentiation (F-ST = 0.108) and low inbreeding (F-IS = -0.136). Bayesian model-based and neighbor-joining (NJ) clustering corroborate an uppermost grouping ofK = 3, with the NJ dendrogram depicting many small subgroups equally distant from common ancestry. Discriminant analysis of principal components (DAPC) reveals between-subgroup variation (K = 15) within the NJ dendrogram and allows the identification of 19 consensus subgroups. In general, our results support the assembly of a genetically diverse collection where a majority of the variation is explained at the genotype and subgroup levels, which aligns with previous studies ofC. americana. Fifty-one accessions were identified that represent 95% of the observed allelic variation. These genotypes are suggested for inclusion in a core collection, which, when coupled to concurrent phenotypic evaluations, will aid in genetic resource assembly that preserves unique phenotypes and retains genetic variation.

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