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基于基因型测序的QTL定位和全基因组关联研究揭示辣椒主要果实相关性状的候选基因

Uncovering Candidate Genes Controlling Major Fruit-Related Traits in Pepper Genotype-by-Sequencing Based QTL Mapping and Genome-Wide Association Study.

作者信息

Lee Hea-Young, Ro Na-Young, Patil Abhinandan, Lee Joung-Ho, Kwon Jin-Kyung, Kang Byoung-Cheorl

机构信息

Department of Plant Science, Plant Genomics and Breeding Institute and Vegetable Breeding Research Center, College of Agriculture and Life Sciences, Seoul National University, Seoul, South Korea.

National Academy of Agricultural Science, National Agrobiodiversity Center, Rural Development Administration, Jeonju, South Korea.

出版信息

Front Plant Sci. 2020 Jul 23;11:1100. doi: 10.3389/fpls.2020.01100. eCollection 2020.

Abstract

All modern pepper accessions are products of the domestication of wild species. However, due to the limited availability of genome-wide association study (GWAS) data and selection signatures for various traits, domestication-related genes have not been identified in pepper. Here, to address this problem, we obtained data for major fruit-related domestication traits (fruit length, width, weight, pericarp thickness, and fruit position) using a highly diverse panel of 351 pepper accessions representing the worldwide germplasm. Using a genotype-by-sequencing (GBS) method, we developed 187,966 genome-wide high-quality SNP markers across 230 C accessions. Linkage disequilibrium (LD) analysis revealed that the average length of the LD blocks was 149 kb. Using GWAS, we identified 111 genes that were linked to 64 significant LD blocks. We cross-validated the GWAS results using 17 fruit-related QTLs and identified 16 causal genes thought to be associated with fruit morphology-related domestication traits, with molecular functions such as cell division and expansion. The significant LD blocks and candidate genes identified in this study provide unique molecular footprints for deciphering the domestication history of . Further functional validation of these candidate genes should accelerate the cloning of genes for major fruit-related traits in pepper.

摘要

所有现代辣椒种质都是野生物种驯化的产物。然而,由于全基因组关联研究(GWAS)数据以及各种性状选择印记的可用性有限,辣椒中与驯化相关的基因尚未被鉴定出来。在此,为了解决这一问题,我们利用代表全球种质的351份高度多样化的辣椒种质,获取了与果实主要驯化性状(果实长度、宽度、重量、果皮厚度和果实着生位置)相关的数据。使用简化基因组测序(GBS)方法,我们在230份种质中开发了187,966个全基因组高质量单核苷酸多态性(SNP)标记。连锁不平衡(LD)分析表明,LD块的平均长度为149 kb。利用GWAS,我们鉴定出111个与64个显著LD块相关的基因。我们使用17个与果实相关的数量性状基因座(QTL)对GWAS结果进行了交叉验证,并鉴定出16个被认为与果实形态相关驯化性状有关的因果基因,这些基因具有细胞分裂和扩张等分子功能。本研究中鉴定出的显著LD块和候选基因为解读辣椒的驯化历史提供了独特的分子印记。对这些候选基因进行进一步的功能验证应能加速辣椒主要果实相关性状基因的克隆。

https://cdn.ncbi.nlm.nih.gov/pmc/blobs/5be9/7390901/b5c423a520b5/fpls-11-01100-g001.jpg

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