Shahi Dipendra, Guo Jia, Babar Md Ali, Pradhan Sumit, Avci Muhsin, McBreen Jordan, Liu Zhao, Bai Guihua, Amand Paul St, Bernardo Amy, Reynolds Matthew, Molero Gemma, Sukumaran Sivakumar, Foulkes John, Khan Jahangir
School of Plant, Environmental and Soil Sciences, Louisiana State Agricultural Center, Louisiana State University, Baton Rouge, LA, 70803, USA.
Inari Agriculture, 1281 Win Hentschel Blvd w1108, West Lafayette, IN, 47906, USA.
BMC Plant Biol. 2025 Jan 24;25(1):101. doi: 10.1186/s12870-025-06072-1.
Grain number (GN) is one of the key yield contributing factors in modern wheat (Triticum aestivum) varieties. Fruiting efficiency (FE) is a key trait for increasing GN by making more spike assimilates available to reproductive structures. Thousand grain weight (TGW) is also an important component of grain yield. To understand the genetic architecture of FE and TGW, we performed a genome-wide association study (GWAS) in a panel of 236 US soft facultative wheats that were phenotyped in three experiments at two locations in Florida and genotyped with 20,706 single nucleotide polymorphisms (SNPs) generated from genotyping-by-sequencing (GBS).
FE showed significant positive associations with GN, grain yield (GY), and harvest index (HI). Likewise, TGW mostly had a positive correlation with GY and HI, but a negative correlation with GN. Eighteen marker-trait associations (MTAs) for FE and TGW were identified on 11 chromosomes, with nine MTAs within genes. Several MTAs associated with other traits were found within genes with different biological and metabolic functions including nuclear pore complex protein, F-box protein, oligopeptide transporter, and glycoside vacuolar protein. Two KASP markers showed significant mean differences for FE and TGW traits in a validation population.
KASP marker development and validation demonstrated the utility of these markers for improving FE and TGW in breeding programs. The results suggest that optimizing intra-spike partitioning and utilizing marker-assisted selection (MAS) can enhance GY and HI.
粒数(GN)是现代小麦(普通小麦)品种产量的关键构成因素之一。结实效率(FE)是通过使更多穗同化物供应给生殖结构来增加粒数的关键性状。千粒重(TGW)也是籽粒产量的重要组成部分。为了解结实效率和千粒重的遗传结构,我们在一组236个美国软质兼性小麦中进行了全基因组关联研究(GWAS),这些小麦在佛罗里达州两个地点的三个试验中进行了表型分析,并使用通过简化基因组测序(GBS)产生的20,706个单核苷酸多态性(SNP)进行了基因分型。
结实效率与粒数、籽粒产量(GY)和收获指数(HI)呈显著正相关。同样,千粒重大多与籽粒产量和收获指数呈正相关,但与粒数呈负相关。在11条染色体上鉴定出18个与结实效率和千粒重相关的标记-性状关联(MTA),其中9个MTA位于基因内。在具有不同生物学和代谢功能的基因内发现了几个与其他性状相关的MTA,包括核孔复合体蛋白、F-box蛋白、寡肽转运蛋白和糖苷液泡蛋白。两个KASP标记在验证群体中显示出结实效率和千粒重性状的显著平均差异。
KASP标记的开发和验证证明了这些标记在育种计划中改善结实效率和千粒重的实用性。结果表明,优化穗内分配并利用标记辅助选择(MAS)可以提高籽粒产量和收获指数。