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代谢组学和转录组学分析为不同倍性水稻胚乳发育过程中的营养品质提供了新的见解。

Metabolomics and transcriptomics analyses provide new insights into the nutritional quality during the endosperm development of different ploidy rice.

作者信息

Xian Lin, Tian Jiaqi, Long Yanxi, Ma Huijin, Tian Min, Liu Xiangdong, Yin Guoying, Wang Lan

机构信息

College of Agriculture, South China Agricultural University, Guangzhou, China.

Guizhou Academy of Tobacco Science, Guiyang, China.

出版信息

Front Plant Sci. 2023 Jun 20;14:1210134. doi: 10.3389/fpls.2023.1210134. eCollection 2023.

Abstract

Autotetraploid rice is developed from diploid rice by doubling the chromosomes, leading to higher nutritional quality. Nevertheless, there is little information about the abundances of different metabolites and their changes during endosperm development in autotetraploid rice. In this research, two different kinds of rice, autotetraploid rice (AJNT-4x) and diploid rice (AJNT-2x), were subjected to experiments at various time points during endosperm development. A total of 422 differential metabolites, were identified by applying a widely used metabolomics technique based on LC-MS/MS. KEGG classification and enrichment analysis showed the differences in metabolites were primarily related to biosynthesis of secondary metabolites, microbial metabolism in diverse environments, biosynthesis of cofactors, and so on. Twenty common differential metabolites were found at three developmental stages of 10, 15 and 20 DAFs, which were considered the key metabolites. To identify the regulatory genes of metabolites, the experimental material was subjected to transcriptome sequencing. The DEGs were mainly enriched in starch and sucrose metabolism at 10 DAF, and in ribosome and biosynthesis of amino acids at 15 DAF, and in biosynthesis of secondary metabolites at 20 DAF. The numbers of enriched pathways and the DEGs gradually increased with endosperm development of rice. The related metabolic pathways of rice nutritional quality are cysteine and methionine metabolism, tryptophan metabolism, lysine biosynthesis and histidine metabolism, and so on. The expression level of the genes regulating lysine content was higher in AJNT-4x than in AJNT-2x. By applying CRISPR/Cas9 gene-editing technology, we identified two novel genes, and , negatively regulated lysine content. These findings offer novel insight into dynamic metabolites and genes expression variations during endosperm development of different ploidy rice, which will aid in the creation of rice varieties with better grain nutritional quality.

摘要

同源四倍体水稻是通过使二倍体水稻的染色体加倍而培育出来的,其营养品质更高。然而,关于同源四倍体水稻胚乳发育过程中不同代谢物的丰度及其变化的信息却很少。在本研究中,两种不同的水稻,即同源四倍体水稻(AJNT - 4x)和二倍体水稻(AJNT - 2x),在胚乳发育的不同时间点进行了实验。通过应用基于液相色谱 - 串联质谱的广泛使用的代谢组学技术,共鉴定出422种差异代谢物。KEGG分类和富集分析表明,代谢物的差异主要与次生代谢物的生物合成、不同环境中的微生物代谢、辅因子的生物合成等有关。在授粉后10、15和20天的三个发育阶段发现了20种常见的差异代谢物,它们被认为是关键代谢物。为了鉴定代谢物的调控基因,对实验材料进行了转录组测序。差异表达基因在授粉后10天主要富集在淀粉和蔗糖代谢中,在授粉后15天富集在核糖体和氨基酸生物合成中,在授粉后20天富集在次生代谢物生物合成中。随着水稻胚乳的发育,富集途径和差异表达基因的数量逐渐增加。水稻营养品质的相关代谢途径有半胱氨酸和蛋氨酸代谢、色氨酸代谢、赖氨酸生物合成和组氨酸代谢等。调控赖氨酸含量的基因在AJNT - 4x中的表达水平高于AJNT - 2x。通过应用CRISPR/Cas9基因编辑技术,我们鉴定出两个新基因,它们对赖氨酸含量有负调控作用。这些发现为不同倍性水稻胚乳发育过程中的动态代谢物和基因表达变化提供了新的见解,这将有助于培育出具有更好籽粒营养品质的水稻品种。

https://cdn.ncbi.nlm.nih.gov/pmc/blobs/449b/10319422/080adf94bdc0/fpls-14-1210134-g001.jpg

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