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用于水稻高效锌生物强化的元数量性状位点和单倍型。

Meta-QTL s and haplotypes for efficient zinc biofortification of rice.

机构信息

Rice Genetic Design and Validation Unit, International Rice Research Institute, Los Baños, Philippines.

Govind Ballabh Pant University of Agriculture and Technology, Pantnagar, Uttarakhand, India.

出版信息

Plant Genome. 2023 Dec;16(4):e20315. doi: 10.1002/tpg2.20315. Epub 2023 Mar 10.

Abstract

Biofortification of rice with improved grain zinc (Zn) content is the most sustainable and cost-effective approach to address Zn malnutrition in Asia. Genomics-assisted breeding using precise and consistent Zn quantitative trait loci (QTLs), genes, and haplotypes can fast-track the development of Zn biofortified rice varieties. We conducted the meta-analysis of 155 Zn QTLs reported from 26 different studies. Results revealed 57 meta-QTLs with a significant reduction of 63.2% and 80% in the number and confidence interval of the Zn QTLs, respectively. Meta-quantitative trait loci (MQTLs) regions were found to be enriched with diverse metal homeostasis genes; at least 11 MQTLs were colocated with 20 known major genes involved in the production of root exudates, metal uptake, transport, partitioning, and loading into grains in rice. These genes were differentially expressed in vegetative and reproductive tissues, and a complex web of interactions were observed among them. We identified superior haplotypes and their combinations for nine candidate genes (CGs), and the frequency and allelic effects of superior haplotypes varied in different subgroups. The precise MQTLs with high phenotypic variance, CGs, and superior haplotypes identified in our study are useful for an efficient Zn biofortification of rice and to ensure Zn as an essential component of all the future rice varieties through mainstreaming of Zn breeding.

摘要

利用改良谷物锌(Zn)含量对水稻进行生物强化是解决亚洲地区 Zn 营养失调最可持续和最具成本效益的方法。利用精确和一致的 Zn 数量性状位点(QTL)、基因和单倍型进行基因组辅助育种,可以加快开发 Zn 生物强化水稻品种的速度。我们对来自 26 项不同研究的 155 个 Zn QTL 进行了荟萃分析。结果显示,有 57 个元 QTL,分别显著减少了 63.2%和 80%的 Zn QTL 数量和置信区间。元数量性状位点(MQTL)区域富含各种金属稳态基因;至少有 11 个 MQTL 与 20 个已知的主要基因共定位,这些基因参与根分泌物的产生、金属的吸收、运输、分配和向水稻籽粒中的装载。这些基因在营养和生殖组织中表达不同,并且它们之间存在着复杂的相互作用网络。我们确定了九个候选基因(CGs)的优势单倍型及其组合,并且不同亚组中优势单倍型的频率和等位基因效应存在差异。本研究中鉴定出的精确 MQTLs、高表型方差、CGs 和优势单倍型可用于高效的水稻 Zn 生物强化,并通过将 Zn 育种纳入主流,确保 Zn 成为未来所有水稻品种的必需成分。

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