Genotype by environment interactions and phenotypic traits stability of the EUCLEG faba bean collection.

IF 4.1 2区 生物学 Q1 PLANT SCIENCES Frontiers in Plant Science Pub Date : 2025-01-29 eCollection Date: 2024-01-01 DOI:10.3389/fpls.2024.1480110
Dejan Sokolović, Snežana Babić, Mirjana Petrović, Ignacio Solís, Mathias Cougnon, Natalia Gutierrez, Pertti Pärssinen, Dirk Reheul, Jasmina Radović, Ana M Torres
{"title":"Genotype by environment interactions and phenotypic traits stability of the EUCLEG faba bean collection.","authors":"Dejan Sokolović, Snežana Babić, Mirjana Petrović, Ignacio Solís, Mathias Cougnon, Natalia Gutierrez, Pertti Pärssinen, Dirk Reheul, Jasmina Radović, Ana M Torres","doi":"10.3389/fpls.2024.1480110","DOIUrl":null,"url":null,"abstract":"<p><p>Faba bean (<i>Vicia faba</i> L.) is an important pulse crop traditionally used for human nutrition and animal feeding. With a high protein content ranging from 24% to 35% of seed dry matter, considerable amounts of globulins, essential amino acids and minerals, faba bean is today an important source meeting the growing global demand for nutritious food. The objective of study was to investigate the variability of nine phenological, phenotypical and yield related traits in 220 faba bean accessions in multi-location trials across four representative European regions. Nine field trials were carried out from 2018 till 2020 in four representative European locations (Spain, Finland, Belgium and Serbia) using an augmented p-rep design containing 20 replicated checks. Significant differences among genotypes and environments were detected, being the genotype x environment interaction (GEI) the major source of variation in five of the nine evaluated traits. The \"which-won-where\" analyses identified two mega-environment namely South European mega environment (SE-ME) and North European mega environment (NE-ME), while the best performing and most stable genotypes according to the nine traits were identified using \"means vs stability\" analyses. According to the highest trait value in each mega environment several winning genotypes were identified showing better performances than some commercial varieties (controls) or checks. Our results suggest that the geographical locations falling into each mega-environment can be used as faba bean test locations. The genotype ranking for the multi-trait stability index (MTSI) revealed that the most stable and best ranking genotypes in SE-ME are G018, G086, G081, G170 and G015 while in the north mega-environment are G091, G171, G177 (Merkur), G029 and G027. Hierarchical cluster analysis and principal component analyses showed a clear correlation between the traits analysed and the botanical type. These findings indicate that botanical type is one of the most significant factors affecting development in any environment, and it must be taken into account in faba bean breeding activities. The information derived from this study provides a chance for breeding new resilient faba bean cultivars adapted to different agroecological European regions, a critical point for addressing Europe's reliance on protein imports and enhancing sustainable agriculture practices.</p>","PeriodicalId":12632,"journal":{"name":"Frontiers in Plant Science","volume":"15 ","pages":"1480110"},"PeriodicalIF":4.1000,"publicationDate":"2025-01-29","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://www.ncbi.nlm.nih.gov/pmc/articles/PMC11813923/pdf/","citationCount":"0","resultStr":null,"platform":"Semanticscholar","paperid":null,"PeriodicalName":"Frontiers in Plant Science","FirstCategoryId":"99","ListUrlMain":"https://doi.org/10.3389/fpls.2024.1480110","RegionNum":2,"RegionCategory":"生物学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"2024/1/1 0:00:00","PubModel":"eCollection","JCR":"Q1","JCRName":"PLANT SCIENCES","Score":null,"Total":0}
引用次数: 0

Abstract

Faba bean (Vicia faba L.) is an important pulse crop traditionally used for human nutrition and animal feeding. With a high protein content ranging from 24% to 35% of seed dry matter, considerable amounts of globulins, essential amino acids and minerals, faba bean is today an important source meeting the growing global demand for nutritious food. The objective of study was to investigate the variability of nine phenological, phenotypical and yield related traits in 220 faba bean accessions in multi-location trials across four representative European regions. Nine field trials were carried out from 2018 till 2020 in four representative European locations (Spain, Finland, Belgium and Serbia) using an augmented p-rep design containing 20 replicated checks. Significant differences among genotypes and environments were detected, being the genotype x environment interaction (GEI) the major source of variation in five of the nine evaluated traits. The "which-won-where" analyses identified two mega-environment namely South European mega environment (SE-ME) and North European mega environment (NE-ME), while the best performing and most stable genotypes according to the nine traits were identified using "means vs stability" analyses. According to the highest trait value in each mega environment several winning genotypes were identified showing better performances than some commercial varieties (controls) or checks. Our results suggest that the geographical locations falling into each mega-environment can be used as faba bean test locations. The genotype ranking for the multi-trait stability index (MTSI) revealed that the most stable and best ranking genotypes in SE-ME are G018, G086, G081, G170 and G015 while in the north mega-environment are G091, G171, G177 (Merkur), G029 and G027. Hierarchical cluster analysis and principal component analyses showed a clear correlation between the traits analysed and the botanical type. These findings indicate that botanical type is one of the most significant factors affecting development in any environment, and it must be taken into account in faba bean breeding activities. The information derived from this study provides a chance for breeding new resilient faba bean cultivars adapted to different agroecological European regions, a critical point for addressing Europe's reliance on protein imports and enhancing sustainable agriculture practices.

查看原文
分享 分享
微信好友 朋友圈 QQ好友 复制链接
本刊更多论文
EUCLEG蚕豆的环境互作基因型及表型性状稳定性。
蚕豆(Vicia Faba L.)是一种重要的豆类作物,传统上用于人类营养和动物饲养。蚕豆的蛋白质含量很高,占种子干物质的24%至35%,还含有大量的球蛋白、必需氨基酸和矿物质,是当今满足全球对营养食品日益增长需求的重要来源。本研究的目的是在欧洲4个具有代表性的地区进行多地点试验,研究220份蚕豆材料中9个物候、表型和产量相关性状的变异。从2018年到2020年,在四个具有代表性的欧洲地区(西班牙、芬兰、比利时和塞尔维亚)进行了9次现场试验,使用了包含20次重复检查的增强型p-rep设计。基因型和环境之间存在显著差异,基因型与环境相互作用(GEI)是9个被评估性状中5个性状变异的主要来源。“孰胜孰负”分析确定了两个巨型环境,即南欧巨型环境(SE-ME)和北欧巨型环境(NE-ME),而“均值vs稳定性”分析则确定了9个性状中表现最好和最稳定的基因型。根据在每个大型环境中的最高性状值,确定了几个优胜基因型,表现出比某些商业品种(对照)或对照更好的性能。我们的研究结果表明,属于每个大环境的地理位置可以作为蚕豆的测试地点。多性状稳定性指数(MTSI)基因型排序结果显示,东南东南地区最稳定、排名最高的基因型为G018、G086、G081、G170和G015,而北方大型环境中排名最高的基因型为G091、G171、G177 (Merkur)、G029和G027。层次聚类分析和主成分分析表明,所分析性状与植物类型有明显的相关性。这些结果表明,植物类型是任何环境下影响蚕豆发育的最重要因素之一,在蚕豆育种活动中必须加以考虑。从这项研究中获得的信息为培育适应欧洲不同农业生态地区的新的弹性蚕豆品种提供了机会,这是解决欧洲对蛋白质进口依赖和加强可持续农业实践的关键点。
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 去求助
来源期刊
Frontiers in Plant Science
Frontiers in Plant Science PLANT SCIENCES-
CiteScore
7.30
自引率
14.30%
发文量
4844
审稿时长
14 weeks
期刊介绍: In an ever changing world, plant science is of the utmost importance for securing the future well-being of humankind. Plants provide oxygen, food, feed, fibers, and building materials. In addition, they are a diverse source of industrial and pharmaceutical chemicals. Plants are centrally important to the health of ecosystems, and their understanding is critical for learning how to manage and maintain a sustainable biosphere. Plant science is extremely interdisciplinary, reaching from agricultural science to paleobotany, and molecular physiology to ecology. It uses the latest developments in computer science, optics, molecular biology and genomics to address challenges in model systems, agricultural crops, and ecosystems. Plant science research inquires into the form, function, development, diversity, reproduction, evolution and uses of both higher and lower plants and their interactions with other organisms throughout the biosphere. Frontiers in Plant Science welcomes outstanding contributions in any field of plant science from basic to applied research, from organismal to molecular studies, from single plant analysis to studies of populations and whole ecosystems, and from molecular to biophysical to computational approaches. Frontiers in Plant Science publishes articles on the most outstanding discoveries across a wide research spectrum of Plant Science. The mission of Frontiers in Plant Science is to bring all relevant Plant Science areas together on a single platform.
期刊最新文献
Bacillus subtilis 8-32 enhances tomato growth and reshapes rhizosphere microbial communities: insights into plant-microbe interactions. Biodegradable film: a sustainable alternative to polyethylene film for Loess Plateau maize production. A novel in vitro cyclic micropropagation protocol and assessment of genetic fidelity in the critically endangered woody species Carpinus putoensis. A novel QTL GSE3.1 regulates grain size and weight in rice. Micro- and nanoplastics-induced stress in plants: uptake, physiological disruption, and toxicity mechanisms.
×
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
现在去查看 取消
×
提示
确定
0
微信
客服QQ
Book学术公众号 扫码关注我们
反馈
×
意见反馈
请填写您的意见或建议
请填写您的手机或邮箱
已复制链接
已复制链接
快去分享给好友吧!
我知道了
×
扫码分享
扫码分享
Book学术官方微信
Book学术文献互助
Book学术文献互助群
群 号:604180095
Book学术
文献互助 智能选刊 最新文献 互助须知 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 Book学术 All rights reserved.
ghs 京公网安备 11010802042870号 京ICP备2023020795号-1