{"title":"Development of informative SNP markers for Capsicum species identification using phenotypic and genomic data","authors":"Nayoung Ro , Mesfin Haile , Hye-Myeong Yoon, Dong-Su Yu, Ho-Cheol Ko, Gyu-Taek Cho, Hee-Jong Woo, Pilmo Sung","doi":"10.1016/j.scienta.2025.114417","DOIUrl":null,"url":null,"abstract":"<div><div>Accurate identification of <em>Capsicum</em> species is essential for effective germplasm conservation, breeding, and taxonomic research. However, traditional classification based on morphological traits is often complicated by overlapping features and interspecific hybridization. In this study, 316 <em>Capsicum</em> accessions representing five species were analyzed, revealing distinct, species-specific corolla color patterns. Although corolla color was initially considered for genome-wide association studies (GWAS), strong population structure caused by species differentiation confounded interpretation of trait-locus associations. Instead, phenotypic traits and genome-wide nucleotide variation were leveraged to identify a subset of informative single nucleotide polymorphisms (SNPs) useful for species discrimination. From an initial pool of 82 candidate SNPs, four were selected based on discriminatory power and allele distribution, while two additional markers were incorporated from broader variant data to enhance classification accuracy. The resulting six-marker panel demonstrated high performance in an independent validation set of 333 accessions, achieving 95.6 to 100 percent accuracy, sensitivity, and specificity across species. Phylogenetic clustering using the selected SNPs corresponded closely with known taxonomic relationships. Furthermore, the markers successfully classified 50 previously unassigned accessions. These SNPs provide a reliable and cost-effective molecular tool for <em>Capsicum</em> species identification, with practical applications in germplasm management at gene banks and in breeding programs.</div></div>","PeriodicalId":21679,"journal":{"name":"Scientia Horticulturae","volume":"351 ","pages":"Article 114417"},"PeriodicalIF":4.2000,"publicationDate":"2025-09-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"0","resultStr":null,"platform":"Semanticscholar","paperid":null,"PeriodicalName":"Scientia Horticulturae","FirstCategoryId":"97","ListUrlMain":"https://www.sciencedirect.com/science/article/pii/S0304423825004650","RegionNum":2,"RegionCategory":"农林科学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"Q1","JCRName":"HORTICULTURE","Score":null,"Total":0}
引用次数: 0
Abstract
Accurate identification of Capsicum species is essential for effective germplasm conservation, breeding, and taxonomic research. However, traditional classification based on morphological traits is often complicated by overlapping features and interspecific hybridization. In this study, 316 Capsicum accessions representing five species were analyzed, revealing distinct, species-specific corolla color patterns. Although corolla color was initially considered for genome-wide association studies (GWAS), strong population structure caused by species differentiation confounded interpretation of trait-locus associations. Instead, phenotypic traits and genome-wide nucleotide variation were leveraged to identify a subset of informative single nucleotide polymorphisms (SNPs) useful for species discrimination. From an initial pool of 82 candidate SNPs, four were selected based on discriminatory power and allele distribution, while two additional markers were incorporated from broader variant data to enhance classification accuracy. The resulting six-marker panel demonstrated high performance in an independent validation set of 333 accessions, achieving 95.6 to 100 percent accuracy, sensitivity, and specificity across species. Phylogenetic clustering using the selected SNPs corresponded closely with known taxonomic relationships. Furthermore, the markers successfully classified 50 previously unassigned accessions. These SNPs provide a reliable and cost-effective molecular tool for Capsicum species identification, with practical applications in germplasm management at gene banks and in breeding programs.
期刊介绍:
Scientia Horticulturae is an international journal publishing research related to horticultural crops. Articles in the journal deal with open or protected production of vegetables, fruits, edible fungi and ornamentals under temperate, subtropical and tropical conditions. Papers in related areas (biochemistry, micropropagation, soil science, plant breeding, plant physiology, phytopathology, etc.) are considered, if they contain information of direct significance to horticulture. Papers on the technical aspects of horticulture (engineering, crop processing, storage, transport etc.) are accepted for publication only if they relate directly to the living product. In the case of plantation crops, those yielding a product that may be used fresh (e.g. tropical vegetables, citrus, bananas, and other fruits) will be considered, while those papers describing the processing of the product (e.g. rubber, tobacco, and quinine) will not. The scope of the journal includes all horticultural crops but does not include speciality crops such as, medicinal crops or forestry crops, such as bamboo. Basic molecular studies without any direct application in horticulture will not be considered for this journal.