Genetic Characterization of the Norwegian Apple Collection

Author:

Gilpin Liv1ORCID,Røen Dag2,Schubert Marian1ORCID,Davik Jahn3,Rumpunen Kimmo4ORCID,Gardli Kristina Alme1ORCID,Hjeltnes Stein Harald2,Alsheikh Muath15

Affiliation:

1. Department of Plant Sciences, Norwegian University of Life Sciences, 1433 Ås, Norway

2. Njøs Fruit and Berry Centre, 6863 Leikanger, Norway

3. Norwegian Institute for Agricultural and Environmental Research, Genetics and Biotechnology, 7500 Stjørdal, Norway

4. Department of Plant Breeding, Swedish University of Agricultural Sciences, 230 53 Alnarp, Sweden

5. Graminor Breeding Ltd., 2322 Ridabu, Norway

Abstract

Commercial fruit production in Norway is located at around latitude 60° north, demanding a careful choice of adapted cultivars. The most comprehensive collection of apple genetic resources in Norway is being kept in the Norwegian Apple Collection (NAC) at the Njøs Fruit and Berry Centre (NJØS). The collection contains around 350 accessions and was recently genotyped with a single nucleotide polymorphism (SNP) array. Curated SNP data were used for the assessment of structure and diversity, pedigree confirmation, and core collection development. In the following SNP analysis, we identified several duplicates and parent-child relationships. Across the geographic regions represented, the collection was equally diverse. Different methods for analyzing population structure were applied. K-means clustering and a Bayesian modeling approach with prior assumptions of the data revealed five subpopulations associated with geographic breeding centers. The collection has a distinct genetic structure and low relatedness among the accessions; hence, two core collections with 100 accessions in each were created. These new core collections will allow breeders and researchers to use the NAC efficiently. The results from this study suggest that several of the accessions in the Norwegian Apple Collection could be of high importance for breeding purposes.

Funder

Research Council of Norway

Publisher

MDPI AG

Subject

Horticulture,Plant Science

Reference72 articles.

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