Genetic Diversity, Population Structure and Construction of a Core Collection of Apple Cultivars from Italian Germplasm

摘要

Apple germplasm collections are increasingly appreciated as a repository for the genetic improvement of species, and their evaluation is an essential prerequisite for their utilization in apple breeding. A set of 418 apple genotypes, including 383 accessions from the Italian germplasm and 35 International cultivars as reference, was analyzed using 15 SSRs with the aim of assessing the genetic diversity within this panel of varieties, evaluating relationships among them and determining their genetic structure. Genetic analyses performed by Bayesian model-based clustering revealed a clear differentiation of two major groups (G1 and G2). Local Italian accessions were grouped mainly in G2 while all except one of the reference cultivars were found in G1. Each of these two clusters has been further divided into two subgroups by a nested approach. These results were confirmed by factorial correspondence (FCA) and molecular variance (AMOVA) analyses. A core collection of 55 accessions, representative of the Italian apple germplasm and capable of retaining all the 238 SSR alleles detected on 192 unique genotypes, was established by the M-strategy method. The Italian apple germplasm represents an important source of genetic diversity which can be used, in addition to other characterized European germplasm collections, to optimize the efficiency of genome-wide association studies aimed at identifying the genomic regions controlling major horticultural traits.