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小麦族中间偃麦草磷高效耐低磷相关性状的全基因组关联分析。

Genome-wide association study of phosphorus-deficiency-tolerance traits in Aegilops tauschii.

机构信息

Triticeae Research Institute, Sichuan Agricultural University, Wenjiang, Chengdu, 611130, China.

Maize Research Institute, Sichuan Agricultural University, Wenjiang, Chengdu, 611130, China.

出版信息

Theor Appl Genet. 2015 Nov;128(11):2203-12. doi: 10.1007/s00122-015-2578-x. Epub 2015 Jul 18.

Abstract

Using GWAS, 13 significant SNPs distributed on six of the seven Aegilops tauschii chromosomes (all but 5D) were identified, and several candidate P-deficiency-responsive genes were proposed from searches of public databases. Aegilops tauschii, the wheat (Triticum aestivum) D-genome progenitor, possesses numerous genes for stress resistance, including genes for tolerance of phosphorus (P) deficiency. Investigation of the genetic architecture of A. tauschii will help in developing P-deficiency-tolerant varieties of wheat. We evaluated nine traits in a population of 380 A. tauschii specimens under conditions with and without P application, and we performed genome-wide association studies for these traits using single nucleotide polymorphism (SNP) chips containing 7185 markers. Using a general linear model, we identified 119 SNPs that were significantly associated with all nine traits, and a mixed linear model revealed 18 SNPs associated with all traits. Both models detected 13 significant markers distributed on six of the seven A. tauschii chromosomes (all but 5D). Searches of public databases revealed several candidate/flanking genes related to P-deficiency tolerance. These genes were grouped in five categories by the types of proteins they encoded: defense response proteins, enzymes, promoters and transcription factors, storage proteins, or proteins triggered by P deficiency. The identified SNPs and genes contain essential information for cloning genes related to P-deficiency tolerance in A. tauschii and wheat, and they provide a foundation for breeding P-deficiency tolerant wheat cultivars.

摘要

利用 GWAS,在 7 个粗山羊草染色体中的 6 个(除 5D 外)上鉴定到 13 个显著 SNP,从公共数据库搜索中提出了几个候选的磷缺乏响应基因。粗山羊草是小麦(Triticum aestivum)D 基因组的祖先,拥有许多抗逆基因,包括耐磷(P)缺乏的基因。对粗山羊草的遗传结构的研究将有助于开发耐磷缺乏的小麦品种。我们在有和没有 P 应用的条件下对 380 个粗山羊草标本的 9 个性状进行了评估,并使用含有 7185 个标记的单核苷酸多态性(SNP)芯片对这些性状进行了全基因组关联研究。使用一般线性模型,我们鉴定到 119 个与所有 9 个性状显著相关的 SNP,混合线性模型显示 18 个 SNP 与所有性状相关。两种模型都检测到分布在 7 个粗山羊草染色体中的 6 个(除 5D 外)上的 13 个显著标记。对公共数据库的搜索揭示了几个与耐磷缺乏相关的候选基因/侧翼基因。这些基因根据其编码的蛋白质类型分为五类:防御反应蛋白、酶、启动子和转录因子、储存蛋白或由 P 缺乏触发的蛋白。鉴定到的 SNP 和基因包含了在粗山羊草和小麦中克隆与耐磷缺乏相关基因的重要信息,为培育耐磷缺乏的小麦品种提供了基础。

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