Genome-wide association study for phosphate responsive root hair length and density in bread wheat

IF 5.4 Q1 PLANT SCIENCES
Saman Maqbool , Fatima Saeed , Ammarah Maqbool , Muhammad Ibrar Khan , Mohsin Ali , Awais Rasheed , Xianchun Xia , Zhonghu He
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引用次数: 0

Abstract

The increase in root hair length and density is considered an effective way to deal with external phosphorous (P) limitation. The identification of useful loci for root hair traits is crucial for wheat breeding. Here, We employed a simple, cost-effective, and medium-throughput screening method using cigar rolls to assess P-responsive root hair length (RHL) and density (RHD) in bread wheat at the seedling stage. A set of 113 historical bread wheat cultivars was screened for root hair length and density (RHL/D) under low (0.005 mM KH2PO4) and high P-levels (0.25 mM KH2PO4). Significant variations (p < 0.001) were found among genotypes for length and density under both P treatments. Genotyping was performed using 50 K SNP array data to conduct the genome-wide association study (GWAS) using a multi-locus model (mrMLM) and 67 SNPs linked to RHL/D under phosphorous treatment were identified. Of these, 33 SNPs were associated with RHL and 34 were linked with RHD. The maximum number of SNPs (43) linked to target traits were observed under high-P levels following 24 were identified under low-P conditions. We also identified 6 SNPs associated with target traits causing missense mutations and predicted their candidate genes of which 5 were protein coding. RNA-seq based expression analysis indicated that all genes were expressed in roots of 24 wheat varieties ranging from 0.38 to 101.7 tpm. The least expression (0.41–10.28 tpm) was observed in TraesCS4D02G066200 which consisted of non-translating CDS and was highly expressed in leaf tissues with 14.55–53.67 tpm. Of these genes, TraesCS1A02G313600 solely expressed in roots with no expression (0 tpm) in leaf tissues. This first GWAS study on root hairs in bread wheat illustrates the genetic basis of RHL and RHD and identifies loci that could be an invaluable resource for further functional investigation.

面包小麦对磷响应的根毛长度和密度的全基因组关联研究
增加根毛长度和密度被认为是应对外部磷限制的有效途径。根毛性状有用位点的鉴定对小麦育种至关重要。本研究采用一种简单、经济、中等通量的雪茄卷筛选方法,测定了小麦苗期根毛长(RHL)和密度(RHD)对磷的响应。对113个面包小麦历史品种在低磷水平(0.005 mM KH2PO4)和高磷水平(0.25 mM KH2PO4)下的根毛长度和密度(RHL/D)进行了筛选。在两种磷处理下,基因型间的长度和密度存在显著差异(p < 0.001)。利用50个 K SNP阵列数据进行基因分型,利用多位点模型(mrMLM)进行全基因组关联研究(GWAS),鉴定出磷处理下与RHL/D相关的67个SNP。其中,33个snp与RHL相关,34个与RHD相关。在高磷条件下观察到与目标性状相关的最大snp数(43个),在低磷条件下鉴定到24个。我们还发现了6个与导致错义突变的目标性状相关的snp,并预测了它们的候选基因,其中5个是蛋白质编码基因。基于RNA-seq的表达分析表明,所有基因在24个小麦品种的根系中均有表达,表达范围在0.38 ~ 101.7 tpm之间。由非翻译CDS组成的TraesCS4D02G066200的表达量最低(0.41-10.28 tpm),在叶片组织中表达量最高(14.55-53.67 tpm)。其中,TraesCS1A02G313600只在根中表达,在叶组织中不表达(0 tpm)。这是对面包小麦根毛的首次GWAS研究,阐明了RHL和RHD的遗传基础,并确定了可为进一步功能研究提供宝贵资源的位点。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
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来源期刊
Current Plant Biology
Current Plant Biology Agricultural and Biological Sciences-Plant Science
CiteScore
10.90
自引率
1.90%
发文量
32
审稿时长
50 days
期刊介绍: Current Plant Biology aims to acknowledge and encourage interdisciplinary research in fundamental plant sciences with scope to address crop improvement, biodiversity, nutrition and human health. It publishes review articles, original research papers, method papers and short articles in plant research fields, such as systems biology, cell biology, genetics, epigenetics, mathematical modeling, signal transduction, plant-microbe interactions, synthetic biology, developmental biology, biochemistry, molecular biology, physiology, biotechnologies, bioinformatics and plant genomic resources.
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