Association mapping of drought stress response for yield and quality traits in barley

IF 2 3区 农林科学 Q2 AGRONOMY
Crop Science Pub Date : 2024-12-15 DOI:10.1002/csc2.21431
Suraj Sapkota, Eninka Mndolwa, Gongshe Hu, Jason Fiedler, Raja Sekhar Nandety, Craig H. Carlson, Kathy Esvelt Klos
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引用次数: 0

Abstract

Barley (Hordeum vulgare L.) is a major cereal crop grown worldwide for human consumption, malting, and animal feed. Drought is one of the major abiotic stresses that reduce grain yield and quality in barley. This study was conducted to evaluate a set of 250 barley lines grown under irrigated, water-stressed, and rainfed conditions and to identify genomic regions associated with 10 traits related to grain yield and quality across eight independent field environments. Variability was observed among barley lines for tolerance to water-stressed conditions in all tested environments. Genotype and environment both contributed to the phenotypic variation of the barley lines. Population structure analysis identified two subpopulations using 20,700 single nucleotide polymorphism (SNP) markers. Genome-wide association mapping detected 74 significant SNPs (p ≤ 6.5 × 10−6), representing 14 quantitative trait loci (QTLs), on all barley chromosomes, except 3H. The QTL, QBG.ARS.7H, associated with beta-glucan (BG), was consistently detected across environments and explained 13.93% of phenotypic variation. Carriers of the minor allele for the BG-associated SNP, JHI-Hv50k-2016-488035, exhibited up to 14.65% higher BG content, on average, compared with carriers of the common allele. This study advances our understanding of the genetics of barley response to water-stress conditions and suggests molecular markers for QTL, which may be used in barley improvement.

Abstract Image

干旱胁迫对大麦产量和品质性状响应的关联图谱
大麦(Hordeum vulgare L.)是一种主要的谷类作物,在世界范围内种植,用于人类消费、酿造和动物饲料。干旱是影响大麦产量和品质的主要非生物胁迫之一。本研究对250个在灌溉、缺水和雨养条件下生长的大麦品系进行了评估,并在8个独立的田间环境中确定了与谷物产量和质量相关的10个性状相关的基因组区域。在所有测试环境中,大麦品系对水分胁迫条件的耐受性存在差异。基因型和环境对大麦品系的表型变异均有影响。群体结构分析利用20,700个单核苷酸多态性(SNP)标记鉴定出两个亚群体。全基因组关联图谱在除3H外的所有大麦染色体上检测到74个显著snp (p≤6.5 × 10−6),代表14个数量性状位点(qtl)。QTL, qbg, ars。与β -葡聚糖(BG)相关的7H在各种环境中都被一致检测到,并解释了13.93%的表型变异。与普通等位基因的携带者相比,携带与BG相关SNP的次要等位基因JHI‐Hv50k‐2016‐488035的携带者的BG含量平均高出14.65%。本研究进一步加深了我们对大麦水分胁迫反应的遗传学认识,并提出了QTL分子标记,可用于大麦改良。
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来源期刊
Crop Science
Crop Science 农林科学-农艺学
CiteScore
4.50
自引率
8.70%
发文量
197
审稿时长
3 months
期刊介绍: Articles in Crop Science are of interest to researchers, policy makers, educators, and practitioners. The scope of articles in Crop Science includes crop breeding and genetics; crop physiology and metabolism; crop ecology, production, and management; seed physiology, production, and technology; turfgrass science; forage and grazing land ecology and management; genomics, molecular genetics, and biotechnology; germplasm collections and their use; and biomedical, health beneficial, and nutritionally enhanced plants. Crop Science publishes thematic collections of articles across its scope and includes topical Review and Interpretation, and Perspectives articles.
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