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不同糯高粱种子淀粉积累模式的转录组分析。

Transcriptomic analysis of starch accumulation patterns in different glutinous sorghum seeds.

机构信息

Sorghum Research Institute, Liaoning Academy of Agricultural Sciences, Shenyang, 110161, Liaoning Province, People's Republic of China.

出版信息

Sci Rep. 2022 Jul 1;12(1):11133. doi: 10.1038/s41598-022-15394-1.

Abstract

Sorghum is a high-quality raw material for brewing white wine, and the starch content in seeds has a large impact on brewing quality. Transcriptomic data obtained from a glutinous variety (Liaonian3) and a non-glutinous variety (Liaoza10) at 3, 18, and 30 days after pollination were analyzed to identify genes associated with starch accumulation. The amylopectin content was significantly higher in Liaonian3 compared to Liaoza10, but the amylose content and total starch content were lower. There were 6634 differentially expressed genes found in Liaoza10 between 3 and 18 d after pollination, and 779 differentially expressed genes between 18 and 30 d after pollination. In Liaonian3, there were 6768 differentially expressed genes between 3 and 18 d after pollination, and 7630 differentially expressed genes between 18 and 30 d after pollination. Genes were grouped by expression profiles over the three time points and the profiles were analyzed for enrichment of gene ontology terms and biochemical pathways. Profile 1 (decreasing expression from 3 to 30 d) for Liaoza10 was enriched in ribosomes, metabolic pathways, and carbon metabolic pathways. Profile 0 (decreasing expression from 3 to 18 d and consistent expression from 18 to 30 d) was enriched in pathways related to sugar or starch metabolism. Although the starch accumulation rate in Liaonian3 and Liaoza10 showed a profile of increasing and then decreasing, the expression of genes related to starch synthesis gradually decreased with time since pollination, demonstrating the complexity of starch synthesis. According to orthologous gene alignment and expression analysis, 19 genes such as entrzID_8068390 and entrzID_8066807 were found to be the key genes for starch synthesis and glutinous and non-glutinous differentiation in sorghum grains.

摘要

高粱是酿造白酒的优质原料,种子中的淀粉含量对酿造质量有很大影响。本研究对授粉后 3、18 和 30 d 的糯高粱品种(辽粘 3 号)和非糯高粱品种(辽杂 10 号)的转录组数据进行分析,以鉴定与淀粉积累相关的基因。与辽杂 10 号相比,辽粘 3 号的支链淀粉含量显著更高,但直链淀粉含量和总淀粉含量较低。辽杂 10 号授粉后 3-18 d 之间有 6634 个差异表达基因,18-30 d 之间有 779 个差异表达基因。辽粘 3 号授粉后 3-18 d 之间有 6768 个差异表达基因,18-30 d 之间有 7630 个差异表达基因。根据三个时间点的表达谱对基因进行分组,并对基因本体论术语和生化途径的富集情况进行分析。辽杂 10 号的 Profile 1(从 3 d 到 30 d 表达逐渐降低)在核糖体、代谢途径和碳代谢途径中富集。Profile 0(从 3 d 到 18 d 表达逐渐降低,从 18 d 到 30 d 表达保持不变)在与糖或淀粉代谢相关的途径中富集。尽管辽粘 3 号和辽杂 10 号的淀粉积累率表现出先增加后减少的趋势,但与淀粉合成相关的基因的表达随授粉后时间的推移逐渐降低,这表明淀粉合成的复杂性。根据直系同源基因比对和表达分析,发现 entrzID_8068390 和 entrzID_8066807 等 19 个基因是高粱籽粒淀粉合成和糯性与非糯性分化的关键基因。

https://cdn.ncbi.nlm.nih.gov/pmc/blobs/7151/9249802/8d09c61ab801/41598_2022_15394_Fig1_HTML.jpg

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