Crops Research Institute, Guangdong Academy of Agricultural Sciences, Guangdong Provincial Key Laboratory of Crop Genetic Improvement, South China Peanut Sub-Centre of National Centre of Oilseed Crops Improvement, Guangzhou, China.
Institute of Plant Protection, Guangdong Academy of Agricultural Sciences, Key Laboratory of Green Prevention and Control on Fruits and Vegetables in South China Ministry of Agriculture and Rural Affairs, Guangdong Provincial Key Laboratory of High Technology for Plant Protection, Guangzhou, China.
Physiol Plant. 2024 Sep-Oct;176(5):e14542. doi: 10.1111/ppl.14542.
Peanut is a significant source of protein for human consumption. One of the primary objectives in peanut breeding is the development of new cultivars with enhanced nutritional values. To further this goal, a genome-wide association study (GWAS) was conducted to analyze seed amino acids contents in 390 diverse peanut accessions collected worldwide, mainly from China, India, and the United States, in 2017 and 2018. These accessions were assessed for their content of 10 different amino acids. Variations in amino acids contents were observed, and arginine (Arg) was found to have the highest average value among all the amino acids quantified. The geographical distribution of the accessions also revealed variations in amino acids contents. High and positive correlation coefficients were observed among the amino acids, suggesting linked metabolic pathways or genetic regulation. A total of 88 single nucleotide polymorphisms (SNPs) spanning various chromosomes were identified, each associated with different amino acids. By using a combination of GWAS, expression anlaysis, and genomic polymorphisim comparisions, the Ahy_A09g041582 (LAC15) gene located on chromrosome A09 was identified as the key candidate which might be involved in plant growth and regulation and may alter amino acids levels. Expression analysis indicated that Ahy_A09g041582 has higher expressions in the shells and seeds than other genes located in the candidate region. This study may help with marker-based breeding of peanuts with higher nutritional value and offers fresh insights into the genetic basis of the amino acids contents of peanuts.
花生是人类食用的重要蛋白质来源。在花生育种中,一个主要目标是开发具有更高营养价值的新品种。为了实现这一目标,于 2017 年至 2018 年,对全球 390 个来自中国、印度和美国的花生品种进行了全基因组关联研究(GWAS),以分析种子中的氨基酸含量。这些品种评估了其 10 种不同氨基酸的含量。观察到氨基酸含量存在差异,精氨酸(Arg)是所有定量氨基酸中平均含量最高的。品种的地理分布也揭示了氨基酸含量的差异。氨基酸之间观察到高而正的相关系数,表明存在相关的代谢途径或遗传调控。共鉴定出跨越不同染色体的 88 个单核苷酸多态性(SNP),每个 SNP 都与不同的氨基酸相关联。通过使用 GWAS、表达分析和基因组多态性比较的组合,确定了位于染色体 A09 上的 Ahy_A09g041582(LAC15)基因是关键候选基因,该基因可能参与植物的生长和调节,并可能改变氨基酸水平。表达分析表明,Ahy_A09g041582 在壳和种子中的表达高于候选区域中其他基因的表达。本研究可能有助于基于标记的高营养价值花生的培育,并为花生氨基酸含量的遗传基础提供新的见解。