Molecular markers based on single nucleotide polymorphisms (SNPs) are abundant and evenly distributed in a whole genome enough to distinguish individuals in a population. In recent years, sets of SNP markers have been designed and applied for cultivar identification in various crop species. This paper is the first to report the development of a panel of SNP markers for variety identification in peppers. We used conserved ortholog set II (COSII) markers developed from conserved unigenes between tomato and Arabidopsis to identify SNPs in peppers. We tested 438 COSII primer sets amplified as single PCR products out of a total 600 COSII primer sets. Among the 438 COSII primers, 170 primer sets (38.8%) showed polymorphisms between Capsicum annuum 'RNaky (RN)'and C. chinense 'PI 159234 (234)'. In contrast, only 48 primer sets (11.0%) out of 438 primers sets were polymorphic between C. annuum 'Perennial (PER), and 'Dempsey (DEMP)'. The average frequency of SNPs plus InDels between C. annuum and C. chinense was 1/189 bp and between C. annuum spp. was 1/948 bp. Primer sets showing SNP between C. annuum PER and DEMP were re-designed to Allele Specific PCR (AS-PCR) primers and we finally selected a total of 40 SNP markers for cultivar identification. As the result, we were able to discriminate 97.5% of the 81 commercial hot cultivars and 100% of the 17 sweet pepper cultivars. We conclude the paper by discussing the use of the SNP marker set for cultivar identification and other applications.
Genetic diversity analysis and cultivar identification were performed using a core set of single nucleotide polymorphisms (SNPs) in cucumber (Cucumis sativus L.). For the genetic diversity study, 280 cucumber accessions collected from four continents (Asia, Europe, America, and Africa) by the National Agrobiodiversity Center of the Rural Development Administration in South Korea and 20 Korean commercial F1 hybrids were genotyped using 151 Fluidigm SNP assay sets. The heterozygosity of the SNP loci per accession ranged from 4.76 to 82.76%, with an average of 32.1%. Population genetics analysis was performed using population structure analysis and hierarchical clustering (HC), which indicated that these accessions were classified mainly into four subpopulations or clusters according to their geographical origins. The subpopulations for Asian and European accessions were clearly distinguished from each other (FST value = 0.47), while the subpopulations for Korean F1 hybrids and Asian accessions were closely related (FST = 0.34). The highest differentiation was observed between American and European accessions (FST = 0.41). Nei’s genetic distance among the 280 accessions was 0.414 on average. In addition, 95 commercial F1 hybrids of three cultivar groups (Baekdadagi-, Gasi-, and Nakhap-types) were genotyped using 82 Fluidigm SNP assay sets for cultivar identification. These 82 SNPs differentiated all cultivars, except seven. The heterozygosity of the SNP loci per cultivar ranged from 12.20 to 69.14%, with an average of 34.2%. Principal component analysis and HC demonstrated that most cultivars were clustered based on their cultivar groups. The Baekdadagi- and Gasi-types were clearly distinguished, while the Nakhap-type was closely related to the Baekdadagi-type. Our results obtained using core Fluidigm SNP assay sets provide useful information for germplasm assessment and cultivar identification, which are essential for breeding and intellectual right protection in cucumber.
Three pumpkin species Cucurbita maxima, C. moschata, and C. pepo are commonly cultivated worldwide. To identify genome-wide SNPs in these cultivated pumpkin species, we collected 48 F 1 cultivars consisting of 40 intraspecific hybrids (15 C. maxima, 18 C. moschata, and 7 C. pepo) and 8 interspecific hybrids (C. maxima x C. moschata). Genotyping by sequencing identified a total of 37,869 confident SNPs in this collection. These SNPs were filtered to generate a subset of 400 SNPs based on polymorphism and genome distribution. Of the 400 SNPs, 288 were used to genotype an additional 188 accessions (94 F 1 cultivars, 50 breeding lines, and 44 landraces) with a SNP array-based platform. Reliable polymorphisms were observed in 224 SNPs (78.0%) and were used to assess genetic variations between and within the four predefined populations in 223 cultivated pumpkin accessions. Both principal component analysis and UPGMA clustering found four major clusters representing three pumpkin species and interspecific hybrids. This genetic differentiation was supported by pairwise F st and Nei's genetic distance. The interspecific hybrids showed a higher level of genetic diversity relative to the other three populations. Of the 224 SNPs, five subsets of 192, 96, 48, 24, and 12 markers were evaluated for variety identification. The 192, 96, and 48 marker sets identified 204 (91.5%), 190 (85.2%), and 141 (63.2%) of the 223 accessions, respectively, while other subsets showed <25% of variety identification rates. These SNP markers provide a molecular tool with many applications for genetics and breeding in cultivated pumpkin.
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