Development of informative SNP markers for Capsicum species identification using phenotypic and genomic data

IF 4.2 2区 农林科学 Q1 HORTICULTURE
Nayoung Ro , Mesfin Haile , Hye-Myeong Yoon, Dong-Su Yu, Ho-Cheol Ko, Gyu-Taek Cho, Hee-Jong Woo, Pilmo Sung
{"title":"Development of informative SNP markers for Capsicum species identification using phenotypic and genomic data","authors":"Nayoung Ro ,&nbsp;Mesfin Haile ,&nbsp;Hye-Myeong Yoon,&nbsp;Dong-Su Yu,&nbsp;Ho-Cheol Ko,&nbsp;Gyu-Taek Cho,&nbsp;Hee-Jong Woo,&nbsp;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.
利用表型和基因组数据开发辣椒物种鉴定的信息性SNP标记
准确的辣椒品种鉴定对种质资源保护、选育和分类研究具有重要意义。然而,传统的基于形态特征的分类往往因重叠特征和种间杂交而变得复杂。本研究分析了5个辣椒品种的316份辣椒材料,揭示了不同品种的花冠颜色模式。虽然花冠颜色最初被考虑用于全基因组关联研究(GWAS),但由物种分化引起的强大种群结构混淆了性状-位点关联的解释。相反,表型性状和全基因组核苷酸变异被用来鉴定对物种区分有用的信息丰富的单核苷酸多态性(snp)子集。从82个候选snp的初始库中,根据歧视能力和等位基因分布选择了4个,同时从更广泛的变异数据中加入了另外两个标记以提高分类准确性。由此产生的6个标记面板在333个条目的独立验证集中表现出高性能,跨物种的准确性,灵敏度和特异性达到95.6%至100%。使用选择的snp进行系统发育聚类与已知的分类关系密切相关。此外,标记成功地分类了50个以前未分配的条目。这些snp为辣椒品种鉴定提供了可靠、经济的分子工具,在基因库种质资源管理和育种计划中具有实际应用价值。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
求助全文
约1分钟内获得全文 求助全文
来源期刊
Scientia Horticulturae
Scientia Horticulturae 农林科学-园艺
CiteScore
8.60
自引率
4.70%
发文量
796
审稿时长
47 days
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.
×
引用
GB/T 7714-2015
复制
MLA
复制
APA
复制
导出至
BibTeX EndNote RefMan NoteFirst NoteExpress
×
提示
您的信息不完整,为了账户安全,请先补充。
现在去补充
×
提示
您因"违规操作"
具体请查看互助需知
我知道了
×
提示
确定
请完成安全验证×
copy
已复制链接
快去分享给好友吧!
我知道了
右上角分享
点击右上角分享
0
联系我们:info@booksci.cn Book学术提供免费学术资源搜索服务,方便国内外学者检索中英文文献。致力于提供最便捷和优质的服务体验。 Copyright © 2023 布克学术 All rights reserved.
京ICP备2023020795号-1
ghs 京公网安备 11010802042870号
Book学术文献互助
Book学术文献互助群
群 号:604180095
Book学术官方微信