Bewick Patrick, Forstner Peter, Zhang Bo, Collakova Eva
School of Plant and Environmental Sciences, Virginia Polytechnic Institute and State University, Blacksburg, VA, United States.
Translational Plant Science Center, Virginia Polytechnic Institute and State University, Blacksburg, VA, United States.
Front Plant Sci. 2025 Apr 17;16:1572319. doi: 10.3389/fpls.2025.1572319. eCollection 2025.
A key objective of soybean breeding programs is to enhance nutritional quality for human and animal consumption, with improved fatty acid (FA) composition for health benefits, and expand soybean use for industrial applications.
We conducted a metabolite genome-wide association study (mGWAS) to identify genomic regions associated with changes in FA composition and FA ratios in soybean seeds influenced by environmental factors. This mGWAS utilized 218 soybean plant introductions (PIs) grown in two field locations in Virginia over two years.
The mGWAS revealed that 20 SNPs were significantly associated with 21 FA ratios, while additional suggestive SNPs were found for 36 FA ratios, highlighting potential quantitative trait loci linked to FA composition.
Many of these SNPs are located near or within the genes related to phytohormone-mediated biotic and abiotic stress responses, suggesting the involvement of environmental factors in modulating FA composition in soybean seeds. Our findings provide novel insights into the genetic and environmental factors influencing FA composition in oilseeds. This research also lays the foundation for developing stable markers to develop soybean cultivars with tailored FA profiles for different practical applications under variable growth conditions.
大豆育种计划的一个关键目标是提高供人类和动物食用的营养品质,改善脂肪酸(FA)组成以增进健康,并扩大大豆在工业应用中的用途。
我们开展了一项代谢物全基因组关联研究(mGWAS),以确定与受环境因素影响的大豆种子中FA组成和FA比例变化相关的基因组区域。这项mGWAS利用了在弗吉尼亚州两个田间地点种植两年的218份大豆植物引进品种(PI)。
mGWAS显示,20个单核苷酸多态性(SNP)与21个FA比例显著相关,同时还发现了另外36个FA比例的潜在SNP,突出了与FA组成相关的潜在数量性状位点。
这些SNP中有许多位于与植物激素介导的生物和非生物胁迫反应相关的基因附近或内部,这表明环境因素参与调节大豆种子中的FA组成。我们的研究结果为影响油籽中FA组成的遗传和环境因素提供了新的见解。这项研究还为开发稳定的标记奠定了基础,以便在不同生长条件下培育出具有适合不同实际应用的FA谱的大豆品种。