Pradhan Sumit, Babar Md Ali, Robbins Kelly, Bai Guihua, Mason Richard Esten, Khan Jahangir, Shahi Dipendra, Avci Muhsin, Guo Jia, Maksud Hossain Mohammad, Bhatta Madhav, Mergoum Mohamed, Asseng Senthold, Amand Paul St, Gezan Salvador, Baik Byung-Kee, Blount Ann, Bernardo Amy
Department of Agronomy, University of Florida, Gainesville, FL, United States.
School of Integrative Plant Science, Section of Plant Breeding and Genetics, Cornell University, Ithaca, NY, United States.
Front Plant Sci. 2019 Nov 29;10:1481. doi: 10.3389/fpls.2019.01481. eCollection 2019.
Moderate heat stress accompanied by short episodes of extreme heat during the post-anthesis stage is common in most US wheat growing areas and causes substantial yield losses. Sink strength (grain number) is a key yield limiting factor in modern wheat varieties. Increasing spike fertility (SF) and improving the partitioning of assimilates can optimize sink strength which is essential to improve wheat yield potential under a hot and humid environment. A genome-wide association study (GWAS) allows identification of novel quantitative trait loci (QTLs) associated with SF and other partitioning traits that can assist in marker assisted breeding. In this study, GWAS was performed on a soft wheat association mapping panel (SWAMP) comprised of 236 elite lines using 27,466 single nucleotide polymorphisms (SNPs). The panel was phenotyped in two heat stress locations over 3 years. GWAS identified 109 significant marker-trait associations (MTAs) (p ≤ 9.99 x 10-5) related to eight phenotypic traits including SF (a major component of grain number) and spike harvest index (SHI, a major component of grain weight). MTAs detected on chromosomes 1B, 3A, 3B, and 5A were associated with multiple traits and are potentially important targets for selection. More than half of the significant MTAs (60 out of 109) were found in genes encoding different types of proteins related to metabolism, disease, and abiotic stress including heat stress. These MTAs could be potential targets for further validation study and may be used in marker-assisted breeding for improving wheat grain yield under post-anthesis heat stress conditions. This is the first study to identify novel QTLs associated with SF and SHI which represent the major components of grain number and grain weight, respectively, in wheat.
在抽穗后阶段,中等程度的热胁迫伴随着短时间的极端高温,这在美国大多数小麦种植区很常见,并会导致大幅减产。库强(粒数)是现代小麦品种产量的关键限制因素。提高穗结实率(SF)和改善同化物分配可以优化库强,这对于在高温高湿环境下提高小麦产量潜力至关重要。全基因组关联研究(GWAS)能够识别与穗结实率及其他分配性状相关的新数量性状位点(QTL),有助于标记辅助育种。在本研究中,利用27466个单核苷酸多态性(SNP)对由236个优良品系组成的软质小麦关联作图群体(SWAMP)进行了GWAS分析。该群体在两个热胁迫地点进行了为期3年的表型鉴定。GWAS鉴定出109个与包括穗结实率(粒数的主要组成部分)和穗收获指数(SHI,粒重的主要组成部分)在内的8个表型性状相关的显著标记-性状关联(MTA)(p≤9.99×10⁻⁵)。在1B、3A、3B和5A染色体上检测到的MTA与多个性状相关,可能是重要的选择目标。超过一半的显著MTA(109个中的60个)存在于编码与代谢、疾病和包括热胁迫在内的非生物胁迫相关的不同类型蛋白质的基因中。这些MTA可能是进一步验证研究的潜在目标,可用于标记辅助育种,以提高抽穗后热胁迫条件下的小麦籽粒产量。这是首次鉴定出与穗结实率和穗收获指数相关的新QTL,它们分别代表小麦粒数和粒重的主要组成部分。