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利用高通量SNP芯片对生菜(Lactuca sativa L.)中维生素C含量进行遗传多样性和全基因组关联研究。

Studies of genetic diversity and genome-wide association for vitamin C content in lettuce (Lactuca sativa L.) using high-throughput SNP arrays.

作者信息

Medina-Lozano Inés, Bertolín Juan Ramón, Plieske Jörg, Ganal Martin, Gnad Heike, Díaz Aurora

机构信息

Department of Plant Sciences, Agrifood Research and Technology Centre of Aragon (CITA), Zaragoza, Spain.

AgriFood Institute of Aragon-IA2 (CITA-University of Zaragoza), Zaragoza, Spain.

出版信息

Plant Genome. 2024 Dec;17(4):e20518. doi: 10.1002/tpg2.20518. Epub 2024 Oct 24.

Abstract

Lettuce (Lactuca sativa L.) is a source of beneficial compounds though they are generally present in low quantities. We used 40K Axiom and 9K Infinium SNP (single nucleotide polymorphism) arrays to (i) explore the genetic variability in 21 varieties and (ii) carry out genome-wide association studies (GWAS) of vitamin C content in21 varieties and a population of 205 plants from the richest variety in vitamin C ('Lechuga del Pirineo'). Structure and phylogenetic analyses showed that the group formed mainly by traditional varieties was the most diverse, whereas the red commercial varieties clustered together and very distinguishably apart from the rest. GWAS consistently detected, in a region of chromosome 2, several SNPs related to dehydroascorbic acid (a form of vitamin C) content using three different methods to assess population structure, subpopulation membership coefficients, multidimensional scaling, and principal component analysis. The latter detected the highest number of SNPs (17) and the most significantly associated, 12 of them showing a high linkage disequilibrium with the lead SNP. Among the 84 genes in the region, some have been reported to be related to vitamin C content or antioxidant status in other crops either directly, like those encoding long non-coding RNA, several F-box proteins, and a pectinesterase/pectinesterase inhibitor, or indirectly, like extensin-1-like protein and endoglucanase 2 genes. The involvement of other genes identified within the region in vitamin C levels needs to be further studied. Understanding the genetic control of such an important quality trait in lettuce becomes very relevant from a breeding perspective.

摘要

生菜(Lactuca sativa L.)是有益化合物的来源,尽管它们的含量通常较低。我们使用40K Axiom和9K Infinium单核苷酸多态性(SNP)芯片来:(i)探索21个品种的遗传变异性;(ii)对21个品种以及来自维生素C含量最丰富的品种(“Lechuga del Pirineo”)的205株植物群体进行维生素C含量的全基因组关联研究(GWAS)。结构和系统发育分析表明,主要由传统品种组成的群体最为多样,而红色商业品种聚在一起,与其他品种有明显区别。GWAS使用三种不同方法评估群体结构、亚群成员系数、多维尺度分析和主成分分析,在2号染色体的一个区域中一致检测到几个与脱氢抗坏血酸(维生素C的一种形式)含量相关的SNP。主成分分析检测到的SNP数量最多(17个),且相关性最显著,其中12个与主效SNP表现出高度连锁不平衡。在该区域的84个基因中,一些基因已被报道与其他作物中的维生素C含量或抗氧化状态直接相关,如编码长链非编码RNA的基因、几种F-box蛋白基因和一种果胶酯酶/果胶酯酶抑制剂基因;或间接相关,如类伸展蛋白1基因和内切葡聚糖酶2基因。该区域内其他已鉴定基因对维生素C水平的影响有待进一步研究。从育种角度来看,了解生菜这一重要品质性状的遗传控制变得非常重要。

https://cdn.ncbi.nlm.nih.gov/pmc/blobs/a024/11628896/46ef2deb1d2d/TPG2-17-e20518-g002.jpg

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