Phenotypic evaluation of worldwide germplasm of arugula (Eruca sativa Mill.) and identification of underlying latent factors contributing to phenotypic variation under indoor farming conditions

IF 4.5 Q1 PLANT SCIENCES
Seam Choon Law , Ting Xiang Neik , Ethan Tze Cherng Lim , Adrian Ming Jern Lee , Yi Lin Lim , Wan Zu Tang , Shuang Song , Pei-Wen Ong , Sin Joe Ng , Fook Tim Chew
{"title":"Phenotypic evaluation of worldwide germplasm of arugula (Eruca sativa Mill.) and identification of underlying latent factors contributing to phenotypic variation under indoor farming conditions","authors":"Seam Choon Law ,&nbsp;Ting Xiang Neik ,&nbsp;Ethan Tze Cherng Lim ,&nbsp;Adrian Ming Jern Lee ,&nbsp;Yi Lin Lim ,&nbsp;Wan Zu Tang ,&nbsp;Shuang Song ,&nbsp;Pei-Wen Ong ,&nbsp;Sin Joe Ng ,&nbsp;Fook Tim Chew","doi":"10.1016/j.cpb.2025.100528","DOIUrl":null,"url":null,"abstract":"<div><div><em>Eruca sativa</em> (arugula) is often consumed fresh in regions where raw salads are a dietary staple. Studies investigating the phenotypic diversity of <em>E. sativa</em> have been reported in the past differentiating them by gene pools according to geographical origins. We expanded the scope of analysis to include deep phenotypes, and the diversity of germplasm. Furthermore, there is no report of such crop being evaluated in a large scale under indoor farming conditions. In this study, 185 accessions were subjected to phenotypic evaluation across 68 phenotypic traits. High-throughput phenotyping machines and image processing platforms employed were efficient to measure vegetative yield-, hyperspectral-, and plant architecture-related traits of <em>E. sativa</em>. Wide phenotypic variations were evidenced in the collection and significant differences were observed between accessions in majority of the traits evaluated. The population genetic structure divided the germplasm collection into three major continental clusters (Asia, Africa, and Europe). In addition, the three major continental clusters also showed significant differences in the tendency to flower early, vegetative leafy plant yield, plant height, vegetative index, hairiness and leaf blade color. Factor analysis revealed nine underlying latent factors contributing approximately 70 % of the total phenotypic variations, with each potentially enhancing crop’s productivity and quality. Based on desirable agronomic traits that are suitable for controlled environment agriculture (CEA), bivariate analysis was conducted using four latent factors (Total yield-, plant height-, post-harvest-, and flowering-related). Subsequently, three ideal accessions (ERU12, PI 178901, and PI 251491) were highlighted as high-yielding, short, long shelf-life crops for potential future plant breeding and genetic improvement.</div></div>","PeriodicalId":38090,"journal":{"name":"Current Plant Biology","volume":"43 ","pages":"Article 100528"},"PeriodicalIF":4.5000,"publicationDate":"2025-08-05","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"0","resultStr":null,"platform":"Semanticscholar","paperid":null,"PeriodicalName":"Current Plant Biology","FirstCategoryId":"1085","ListUrlMain":"https://www.sciencedirect.com/science/article/pii/S2214662825000969","RegionNum":0,"RegionCategory":null,"ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"Q1","JCRName":"PLANT SCIENCES","Score":null,"Total":0}
引用次数: 0

Abstract

Eruca sativa (arugula) is often consumed fresh in regions where raw salads are a dietary staple. Studies investigating the phenotypic diversity of E. sativa have been reported in the past differentiating them by gene pools according to geographical origins. We expanded the scope of analysis to include deep phenotypes, and the diversity of germplasm. Furthermore, there is no report of such crop being evaluated in a large scale under indoor farming conditions. In this study, 185 accessions were subjected to phenotypic evaluation across 68 phenotypic traits. High-throughput phenotyping machines and image processing platforms employed were efficient to measure vegetative yield-, hyperspectral-, and plant architecture-related traits of E. sativa. Wide phenotypic variations were evidenced in the collection and significant differences were observed between accessions in majority of the traits evaluated. The population genetic structure divided the germplasm collection into three major continental clusters (Asia, Africa, and Europe). In addition, the three major continental clusters also showed significant differences in the tendency to flower early, vegetative leafy plant yield, plant height, vegetative index, hairiness and leaf blade color. Factor analysis revealed nine underlying latent factors contributing approximately 70 % of the total phenotypic variations, with each potentially enhancing crop’s productivity and quality. Based on desirable agronomic traits that are suitable for controlled environment agriculture (CEA), bivariate analysis was conducted using four latent factors (Total yield-, plant height-, post-harvest-, and flowering-related). Subsequently, three ideal accessions (ERU12, PI 178901, and PI 251491) were highlighted as high-yielding, short, long shelf-life crops for potential future plant breeding and genetic improvement.
室内栽培条件下世界范围内芝麻菜种质的表型评价及引起表型变异的潜在因素鉴定
在以生沙拉为主食的地区,芝麻菜通常是新鲜食用的。在过去的研究中,已经报道了苜蓿的表型多样性,并根据地理来源通过基因库进行了区分。我们扩大了分析的范围,包括深层表型和种质多样性。此外,还没有在室内耕作条件下对这种作物进行大规模评价的报告。在本研究中,185份材料进行了68个表型性状的表型评价。采用高通量表型机和图像处理平台有效地测量了sativa的营养产量、高光谱和植物结构相关性状。广泛的表型差异在收集中被证明,并且在大多数被评估的性状中观察到显著差异。种群遗传结构将种质资源集合划分为三个主要的大陆群(亚洲、非洲和欧洲)。此外,3个主要大陆集群在早花倾向、营养叶产量、株高、营养指数、毛羽和叶片颜色等方面也存在显著差异。因子分析显示,9个潜在因子贡献了约70% %的总表型变异,每个因子都可能提高作物的生产力和质量。以适宜控制环境农业(CEA)的理想农艺性状为基础,利用4个潜在因子(总产量、株高、采收后和开花相关)进行双变量分析。结果表明,ERU12、PI 178901和PI 251491是高产、短、长保质期的理想作物,具有潜在的育种和遗传改良潜力。
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
Current Plant Biology
Current Plant Biology Agricultural and Biological Sciences-Plant Science
CiteScore
10.90
自引率
1.90%
发文量
32
审稿时长
50 days
期刊介绍: Current Plant Biology aims to acknowledge and encourage interdisciplinary research in fundamental plant sciences with scope to address crop improvement, biodiversity, nutrition and human health. It publishes review articles, original research papers, method papers and short articles in plant research fields, such as systems biology, cell biology, genetics, epigenetics, mathematical modeling, signal transduction, plant-microbe interactions, synthetic biology, developmental biology, biochemistry, molecular biology, physiology, biotechnologies, bioinformatics and plant genomic resources.
×
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