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Detection of stable QTLs for grain protein content in rice (Oryza sativa L.) employing high throughput phenotyping and genotyping platforms

机译:利用高通量表型和基因分型平台检测水稻(Oryza sativa L.)谷物蛋白质含量的稳定QTL

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摘要

Lack of appropriate donors, non-utilization of high throughput phenotyping and genotyping platforms with high genotype × environment interaction restrained identification of robust QTLs for grain protein content (GPC) in rice. In the present investigation a  BC3F4 mapping population was developed using grain protein donor, and high-yielding cultivar Naveen and 190 lines were genotyped using 40 K Affimetrix custom SNP array with the objective to identify stable QTLs for protein content. Three of the identified QTLs, one for GPC (qGPC1.1) and the other two for single grain protein content (qSGPC2.1, qSGPC7.1) were stable over the environments explaining  13%, 14% and 7.8% of the phenotypic variances, respectively. Stability and repeatability of these additive QTLs were supported by the synergistic additive effects of multi-environmental-QTLs. One epistatic-QTL, independent of  the  main effect QTL was detected over the environment for SGPC. A few functional genes governing seed storage protein were hypothesised inside these identified QTLs. The qGPC1.1 was validated by NIR Spectroscopy-based high throughput phenotyping in BC3F5 population. Higher glutelin content was estimated in high-protein lines with the introgression of qGPC1.1 in telomeric region of short arm of chromosome 1. This was supported by the postulation of probable candidate gene inside this QTL region encoding glutelin family proteins.
机译:缺乏合适的供体,无法利用具有高基因型×环境相互作用的高通量表型和基因分型平台限制了稻米中可靠的QTL对谷物蛋白含量(GPC)的鉴定。在本研究中,使用谷物蛋白供体开发了BC3F4定位种群,并使用40 K Affimetrix定制SNP阵列对高产品种Naveen和190个品系进行了基因分型,目的是确定稳定的QTLs用于蛋白质含量。已确定的三个QTL,一个用于GPC(qGPC1.1),另一个用于单个谷物蛋白含量(qSGPC2.1,qSGPC7.1)在整个环境下均保持稳定,解释了13%,14%和7.8%的表型变异, 分别。这些添加剂QTL的稳定性和可重复性受到多环境QTL的协同加性效应的支持。在SGPC的环境中检测到一个独立于主要效果QTL的上位QTL。在这些确定的QTL内部假设了一些控制种子贮藏蛋白的功能基因。 qGPC1.1已通过基于NIR光谱的BC3F5人群高通量表型验证。在高蛋白品系中,随着qGPC1.1在1号染色体短臂端粒区域中的渗入,估计更高的谷蛋白含量。这被假定为编码谷蛋白家族蛋白的QTL区域内可能的候选基因所支持。

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