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辣椒果实中辣椒素和重量的全基因组多样性和关联图谱分析

Genome-wide Diversity and Association Mapping for Capsaicinoids and Fruit Weight in Capsicum annuum L.

机构信息

Gus R. Douglass Institute and Department of Biology, West Virginia State University, Institute, WV-25112, USA.

Department of Plant Science, Plant Genomics and Breeding Institute, College of Agriculture and Life Sciences, Seoul National University, Seoul 151-321, Republic of Korea.

出版信息

Sci Rep. 2016 Nov 30;6:38081. doi: 10.1038/srep38081.

Abstract

Accumulated capsaicinoid content and increased fruit size are traits resulting from Capsicum annuum domestication. In this study, we used a diverse collection of C. annuum to generate 66,960 SNPs using genotyping by sequencing. The study identified 1189 haplotypes containing 3413 SNPs. Length of individual linkage disequilibrium (LD) blocks varied along chromosomes, with regions of high and low LD interspersed with an average LD of 139 kb. Principal component analysis (PCA), Bayesian model based population structure analysis and an Euclidean tree built based on identity by state (IBS) indices revealed that the clustering pattern of diverse accessions are in agreement with capsaicin content (CA) and fruit weight (FW) classifications indicating the importance of these traits in shaping modern pepper genome. PCA and IBS were used in a mixed linear model of capsaicin and dihydrocapsaicin content and fruit weight to reduce spurious associations because of confounding effects of subpopulations in genome-wide association study (GWAS). Our GWAS results showed SNPs in Ankyrin-like protein, IKI3 family protein, ABC transporter G family and pentatricopeptide repeat protein are the major markers for capsaicinoids and of 16 SNPs strongly associated with FW in both years of the study, 7 are located in known fruit weight controlling genes.

摘要

辣椒素含量的积累和果实大小的增加是辣椒驯化的结果。在这项研究中,我们使用了一个多样化的辣椒属植物群体,通过测序分型生成了 66960 个 SNP。该研究共鉴定出 1189 个单倍型,包含 3413 个 SNP。个体连锁不平衡(LD)块的长度沿染色体变化,高 LD 和低 LD 区域交错,平均 LD 为 139kb。主成分分析(PCA)、基于贝叶斯模型的群体结构分析和基于状态相似性指数(IBS)构建的欧式树表明,不同品种的聚类模式与辣椒素含量(CA)和果实重量(FW)分类一致,表明这些性状在塑造现代辣椒基因组方面的重要性。PCA 和 IBS 被用于辣椒素和二氢辣椒素含量以及果实重量的混合线性模型中,以减少由于群体混杂效应对全基因组关联研究(GWAS)的虚假关联。我们的 GWAS 结果表明,锚蛋白样蛋白、IKI3 家族蛋白、ABC 转运蛋白 G 家族和五肽重复蛋白中的 SNP 是辣椒素的主要标记物,在研究的两年中,有 16 个与 FW 强烈相关的 SNP 中有 7 个位于已知的控制果实重量的基因中。

https://cdn.ncbi.nlm.nih.gov/pmc/blobs/5b85/5128918/cc5003809f47/srep38081-f1.jpg

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