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多个玉米参考基因组通过全基因组关联研究在一个多样化的自交系群体中影响变异的鉴定。

Multiple Maize Reference Genomes Impact the Identification of Variants by Genome-Wide Association Study in a Diverse Inbred Panel.

出版信息

Plant Genome. 2019 Jun;12(2). doi: 10.3835/plantgenome2018.09.0069.

Abstract

Use of a single reference genome for genome-wide association studies (GWAS) limits the gene space represented to that of a single accession. This limitation can complicate identification and characterization of genes located within presence-absence variations (PAVs). In this study, we present the draft de novo genome assembly of 'PHJ89', an 'Oh43'-type inbred line of maize ( L.). From three separate reference genome assemblies ('B73', 'PH207', and PHJ89) that represent the predominant germplasm groups of maize, we generated three separate whole-seedling gene expression profiles and single nucleotide polymorphism (SNP) matrices from a panel of 942 diverse inbred lines. We identified 34,447 (B73), 39,672 (PH207), and 37,436 (PHJ89) transcripts that are not present in the respective reference genome assemblies. Genome-wide association studies were conducted in the 942 inbred panel with both the SNP and expression data values to map (SCMV) resistance. Highlighting the impact of alternative reference genomes in gene discovery, the GWAS results for SCMV resistance with expression values as a surrogate measure of PAV resulted in robust detection of the physical location of a known resistance gene when the B73 reference that contains the gene was used, but not the PH207 reference. This study provides the valuable resource of the Oh43-type PHJ89 genome assembly as well as SNP and expression data for 942 individuals generated from three different reference genomes.

摘要

利用单个参考基因组进行全基因组关联研究 (GWAS) 将代表的基因空间限制在单个访问的基因空间内。这种限制可能会使位于存在缺失变异 (PAV) 内的基因的鉴定和特征复杂化。在这项研究中,我们提出了 'PHJ89' 的从头基因组组装草案,'PHJ89' 是一种 'Oh43' 型玉米自交系 ( L.)。从代表玉米主要种质群体的三个单独的参考基因组组装 ('B73'、'PH207' 和 PHJ89) 中,我们从 942 个不同的自交系中生成了三个单独的全幼苗基因表达谱和单核苷酸多态性 (SNP) 矩阵。我们鉴定了 34447 个 (B73)、39672 个 (PH207) 和 37436 个 (PHJ89) 不存在于各自参考基因组组装中的转录物。我们使用 SNP 和表达数据值对 942 个自交系进行了全基因组关联研究,以进行 (SCMV) 抗性作图。强调了替代参考基因组在基因发现中的影响,使用表达值作为 PAV 的替代测量值进行 SCMV 抗性的 GWAS 结果导致当使用包含该基因的 B73 参考基因组时,对已知抗性基因的物理位置进行了稳健检测,但 PH207 参考基因组则没有。这项研究提供了宝贵的资源,即 Oh43 型 PHJ89 基因组组装以及来自三个不同参考基因组的 942 个人的 SNP 和表达数据。

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