数据融合模型在玉米作物生长素响应因子预测中的应用及粮食安全目的。

Q2 Agricultural and Biological Sciences Genomics and Informatics Pub Date : 2022-12-01 DOI:10.5808/gi.22056
Nesrine Sghaier, Rayda Ben Ayed, Ahmed Rebai
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引用次数: 0

摘要

全球的粮食安全将受到气候变化的影响,尤其是在发展中国家,那里最重要的食品来自植物。植物经常暴露在可能影响其生长、发育、产量和食品质量的环境压力下。生长素是一种激素,在提高植物对环境条件的耐受性方面起着关键作用。植物生长素通过与特定的顺式调控元件生长素响应元件(AuxREs)相互作用来控制植物体内许多应激反应基因的表达。在这项工作中,我们进行了玉米5个生长素响应基因启动子的AuxREs的计算机预测。我们采用了一种基于Dempster-Shafer证据理论和模糊集相结合的数据融合方法。生长素对细胞膜蛋白有直接影响。生长素的短期反应可能表现为对跨膜基因表达的调控。在玉米脯氨酰寡肽酶启动子(POP)中检测到一个AuxRE基因,并在生长素处理30 min后该基因过表达3倍,表明POP基因在玉米生长素应答中起作用。生长素调节POP进行应激适应。此外,在bx1基因上游序列检测到两个AuxRETGTCTC基序,表明bx1可以受到生长素的调控。生长素也可能参与脱水反应元件结合和一些蛋白激酶超家族成员的调节。
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Application of data fusion modeling for the prediction of auxin response elements in Zea mays for food security purposes.

Food security will be affected by climate change worldwide, particularly in the developingworld, where the most important food products originate from plants. Plants are often exposed to environmental stresses that may affect their growth, development, yield, and foodquality. Auxin is a hormone that plays a critical role in improving plants' tolerance of environmental conditions. Auxin controls the expression of many stress-responsive genes inplants by interacting with specific cis-regulatory elements called auxin-responsive elements (AuxREs). In this work, we performed an in silico prediction of AuxREs in promotersof five auxin-responsive genes in Zea mays. We applied a data fusion approach based onthe combined use of Dempster-Shafer evidence theory and fuzzy sets. Auxin has a directimpact on cell membrane proteins. The short-term auxin response may be represented bythe regulation of transmembrane gene expression. The detection of an AuxRE in the promoter of prolyl oligopeptidase (POP) in Z. mays and the 3-fold overexpression of this geneunder auxin treatment for 30 min indicated the role of POP in maize auxin response. POP isregulated by auxin to perform stress adaptation. In addition, the detection of two AuxRETGTCTC motifs in the upstream sequence of the bx1 gene suggests that bx1 can be regulated by auxin. Auxin may also be involved in the regulation of dehydration-responsive element-binding and some members of the protein kinase superfamily.

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来源期刊
Genomics and Informatics
Genomics and Informatics Agricultural and Biological Sciences-Ecology, Evolution, Behavior and Systematics
CiteScore
1.90
自引率
0.00%
发文量
0
审稿时长
12 weeks
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