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利用表型性状和单核苷酸多态性(SNP)标记评估花生种质资源的遗传多样性和群体结构:对耐旱性育种的启示

Assessment of the genetic diversity and population structure of groundnut germplasm collections using phenotypic traits and SNP markers: Implications for drought tolerance breeding.

作者信息

Abady Seltene, Shimelis Hussein, Janila Pasupuleti, Yaduru Shasidhar, Shayanowako Admire I T, Deshmukh Dnyaneshwar, Chaudhari Sunil, Manohar Surendra S

机构信息

African Centre for Crop Improvement (ACCI), School of Agricultural, Earth and Environmental Sciences, University of KwaZulu-Natal, Scottsville, South Africa.

School of Plant Sciences, Haramaya University, Dire Dawa, Ethiopia.

出版信息

PLoS One. 2021 Nov 17;16(11):e0259883. doi: 10.1371/journal.pone.0259883. eCollection 2021.

Abstract

Profiling the genetic composition and relationships among groundnut germplasm collections is essential for the breeding of new cultivars. The objectives of this study were to assess the genetic diversity and population structure among 100 improved groundnut genotypes using agronomic traits and high-density single nucleotide polymorphism (SNP) markers. The genotypes were evaluated for agronomic traits and drought tolerance at the International Crop Research Institute for the Semi-Arid Tropics (ICRISAT)/India across two seasons. Ninety-nine of the test genotypes were profiled with 16363 SNP markers. Pod yield per plant (PY), seed yield per plant (SY), and harvest index (HI) were significantly (p < 0.05) affected by genotype × environment interaction effects. Genotypes ICGV 07222, ICGV 06040, ICGV 01260, ICGV 15083, ICGV 10143, ICGV 03042, ICGV 06039, ICGV 14001, ICGV 11380, and ICGV 13200 ranked top in terms of pod yield under both drought-stressed and optimum conditions. PY exhibited a significant (p ≤ 0.05) correlation with SY, HI, and total biomass (TBM) under both test conditions. Based on the principal component (PC) analysis, PY, SY, HSW, shelling percentage (SHP), and HI were allocated in PC 1 and contributed to the maximum variability for yield under the two water regimes. Hence, selecting these traits could be successful for screening groundnut genotypes under drought-stressed and optimum conditions. The model-based population structure analysis grouped the studied genotypes into three sub-populations. Dendrogram for phenotypic and genotypic also grouped the studied 99 genotypes into three heterogeneous clusters. Analysis of molecular variance revealed that 98% of the total genetic variation was attributed to individuals, while only 2% of the total variance was due to variation among the subspecies. The genetic distance between the Spanish bunch and Virginia bunch types ranged from 0.11 to 0.52. The genotypes ICGV 13189, ICGV 95111, ICGV 14421, and ICGV 171007 were selected for further breeding based on their wide genetic divergence. Data presented in this study will guide groundnut cultivar development emphasizing economic traits and adaptation to water-limited agro-ecologies, including in Ethiopia.

摘要

剖析花生种质资源库的遗传组成及其相互关系对于新品种培育至关重要。本研究的目的是利用农艺性状和高密度单核苷酸多态性(SNP)标记评估100个改良花生基因型的遗传多样性和群体结构。在印度国际半干旱热带作物研究所(ICRISAT)对这些基因型进行了两个季节的农艺性状和耐旱性评估。99个测试基因型用16363个SNP标记进行了分析。单株荚果产量(PY)、单株籽实产量(SY)和收获指数(HI)受基因型×环境互作效应的显著影响(p < 0.05)。基因型ICGV 07222、ICGV 06040、ICGV 01260、ICGV 15083、ICGV 10143、ICGV 03042、ICGV 06039、ICGV 14001、ICGV 11380和ICGV 13200在干旱胁迫和最佳条件下的荚果产量方面均排名靠前。在两种测试条件下,PY与SY、HI和总生物量(TBM)均呈显著(p≤0.05)相关。基于主成分(PC)分析,PY、SY、百果重(HSW)、出仁率(SHP)和HI被分配到PC 1中,并在两种水分条件下对产量的最大变异性有贡献。因此,选择这些性状可能成功用于在干旱胁迫和最佳条件下筛选花生基因型。基于模型的群体结构分析将研究的基因型分为三个亚群。表型和基因型的聚类图也将研究的99个基因型分为三个异质簇。分子方差分析表明,总遗传变异的98%归因于个体,而总方差的仅2%归因于亚种间的变异。西班牙束生型和弗吉尼亚束生型之间的遗传距离在0.11至0.52之间。基于其广泛的遗传差异,选择了基因型ICGV 13189、ICGV 95111、ICGV 14421和ICGV 171007进行进一步育种。本研究提供的数据将指导花生品种的培育,重点关注经济性状以及对包括埃塞俄比亚在内的水分有限农业生态环境的适应性。

https://cdn.ncbi.nlm.nih.gov/pmc/blobs/0b63/8598071/4ead6a7e67d0/pone.0259883.g001.jpg

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