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利用多性状稳定性指数对珍珠粟[(L.)R. Br.]优良杂交种进行稳定性分析与鉴定

Stability Analysis and Identification of Superior Hybrids in Pearl Millet [ (L.) R. Br.] Using the Multi Trait Stability Index.

作者信息

Khandelwal Vikas, Patel Rumit, Choudhary Khushwant B, Pawar S B, Patel M S, Iyanar K, Mungra K D, Kumar Sushil, Satyavathi C Tara

机构信息

ICAR-All India Coordinated Research Project on Pearl Millet, AU, Jodhpur 342 304, India.

Department of Agricultural Biotechnology, Anand Agricultural University, Anand 388 110, India.

出版信息

Plants (Basel). 2024 Apr 15;13(8):1101. doi: 10.3390/plants13081101.

DOI:10.3390/plants13081101
PMID:38674512
原文链接:https://pmc.ncbi.nlm.nih.gov/articles/PMC11053410/
Abstract

Pearl millet stands as an important staple food and feed for arid and semi-arid regions of India and South Africa. It is also a quick supplier of important micronutrients like Fe and Zn via grain to combat micronutrient deficiencies among people in developing countries. India has notably spearheaded advancements in pearl millet production and productivity through the All India Coordinated Pearl Millet Improvement Project. There were 21 hybrids evaluated over arid and semi-arid ecologies of the western and southern regions of India. AMMI and GGE biplot models were adopted to recommend a specific hybrid for the particular locality. A joint analysis of variation indicated a significant genotype-environment interaction for most of the agronomical and grain micronutrient parameters. Pearson's correlation values dissected the significant and positive correlation among agronomic traits and the negative correlation with grain micronutrient traits. GGE biplot analysis recommended the SHT 106 as a dual-purpose hybrid and SHT 115 as a biofortified hybrid for the grain's Fe and Zn content. SHT 110 and SHT 108 were selected as stable and high grain yield-producing hybrids across all environments and specifically for E1, E2, and E4 as per the Which-Won-Where and What biplot. SHT 109 and SHT 103 hybrids were stable and high dry fodder yield-producing hybrids across all environments. In this study, the Multi-Trait Stability Index (MTSI) was employed to select the most stable and high-performing hybrids for all traits. It selected SHT 120, SHT 106, and SHT 104 for stability and great performance across all environments. These findings underscored the significance of tailored hybrid recommendations and the potential of pearl millet in addressing both food security and malnutrition challenges in various agro-ecological regions.

摘要

珍珠粟是印度和南非干旱及半干旱地区重要的主食和饲料。它还能通过谷物快速提供铁和锌等重要微量营养素,以应对发展中国家人们的微量营养素缺乏问题。印度通过全印度协调珍珠粟改良项目,在珍珠粟生产和生产力提升方面发挥了显著的带头作用。在印度西部和南部地区的干旱及半干旱生态环境中,对21个杂交品种进行了评估。采用加性主效应乘积互作(AMMI)模型和基因型与环境互作(GGE)双标图模型为特定地区推荐特定的杂交品种。联合方差分析表明,大多数农艺和谷物微量营养素参数存在显著的基因型 - 环境互作。皮尔逊相关值分析了农艺性状之间的显著正相关以及与谷物微量营养素性状的负相关。GGE双标图分析推荐SHT 106为两用杂交品种,SHT 115为富含铁和锌的生物强化杂交品种。根据“哪一个在哪获胜及是什么”双标图,SHT 110和SHT 108被选为在所有环境中稳定且高产的杂交品种,特别是在E1、E2和E4环境中。SHT 109和SHT 103杂交品种在所有环境中是稳定且高产干饲料的杂交品种。在本研究中,采用多性状稳定性指数(MTSI)来选择所有性状中最稳定且表现最佳的杂交品种。它选择了SHT 120、SHT 106和SHT 104在所有环境中具有稳定性和良好表现。这些发现强调了量身定制杂交品种推荐的重要性,以及珍珠粟在应对不同农业生态区域的粮食安全和营养不良挑战方面的潜力。

https://cdn.ncbi.nlm.nih.gov/pmc/blobs/61e0/11053410/765bcfd97e0b/plants-13-01101-g009.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/61e0/11053410/4602056a461a/plants-13-01101-g001.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/61e0/11053410/8aaf9a65df96/plants-13-01101-g002.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/61e0/11053410/0889f3c6bd5d/plants-13-01101-g003.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/61e0/11053410/fe84b96328f8/plants-13-01101-g004.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/61e0/11053410/b9dd2821f8ea/plants-13-01101-g005.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/61e0/11053410/ae1282d4a0dc/plants-13-01101-g006.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/61e0/11053410/9cdee6c18eec/plants-13-01101-g007.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/61e0/11053410/8d2a9dde8c5f/plants-13-01101-g008.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/61e0/11053410/765bcfd97e0b/plants-13-01101-g009.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/61e0/11053410/4602056a461a/plants-13-01101-g001.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/61e0/11053410/8aaf9a65df96/plants-13-01101-g002.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/61e0/11053410/0889f3c6bd5d/plants-13-01101-g003.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/61e0/11053410/fe84b96328f8/plants-13-01101-g004.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/61e0/11053410/b9dd2821f8ea/plants-13-01101-g005.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/61e0/11053410/ae1282d4a0dc/plants-13-01101-g006.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/61e0/11053410/9cdee6c18eec/plants-13-01101-g007.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/61e0/11053410/8d2a9dde8c5f/plants-13-01101-g008.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/61e0/11053410/765bcfd97e0b/plants-13-01101-g009.jpg

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