Reconstruction and analysis of the gene regulatory network for cell wall function in Arabidopsis thaliana L. leaves in response to water deficit.

IF 0.9 Q3 AGRICULTURE, MULTIDISCIPLINARY Vavilovskii Zhurnal Genetiki i Selektsii Pub Date : 2023-12-01 DOI:10.18699/VJGB-23-118
A R Volyanskaya, E A Antropova, U S Zubairova, P S Demenkov, A S Venzel, Y L Orlov, A A Makarova, T V Ivanisenko, T A Gorshkova, A R Aglyamova, N A Kolchanov, M Chen, V A Ivanisenko
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Abstract

The plant cell wall represents the outer compartment of the plant cell, which provides a physical barrier and triggers signaling cascades under the influence of biotic and abiotic stressors. Drought is a factor that negatively affects both plant growth and development. Cell wall proteins (CWP) play an important role in the plant response to water deficit. The adaptation mechanisms of the cell wall to water loss are of interest for identifying important genetic factors determining plant drought resistance and provide valuable information on biomarkers for further selection aimed at increasing the yield of crop plants. Using ANDSystem, a gene network describing the regulation of CWPs under water restriction conditions was reconstructed. The analysis of the gene network and the transcriptome data analysis allowed prioritizing transcription factors (TF) based on their enrichment of differentially expressed genes regulated by them. As a result, scores were calculated, acting as indicators of the association of TFs with water deficit. On the basis of the score values, eight most significant TFs were selected. The highest priority was given to the TF GBF3. CWPs were prioritized according to the criterion of summing up the scores of transcription factors regulating these genes. Among the most prioritized CWPs were the AT5G03350 gene encoding a lectin-like protein, AT4G20860 encoding BBE-like 22 required for the oxidation of cellulose degradation products, and AT4G37800 encoding xyloglucan endotransglucosylase/ hydrolase 7. Overall, the implemented algorithm could be used for prediction of regulatory interactions between transcription factors and target genes encoding cell wall proteins in plants.

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拟南芥叶片细胞壁功能基因调控网络在缺水反应中的重建与分析
植物细胞壁是植物细胞的外层,它提供了一个物理屏障,并在生物和非生物胁迫因素的影响下触发信号级联。干旱对植物的生长和发育都有负面影响。细胞壁蛋白(CWP)在植物应对缺水的过程中发挥着重要作用。细胞壁对水分损失的适应机制有助于确定决定植物抗旱性的重要遗传因素,并为进一步选择生物标志物以提高作物产量提供有价值的信息。利用 ANDSystem 重建了描述水分限制条件下 CWPs 调控的基因网络。通过对基因网络的分析和转录组数据的分析,可以根据转录因子(TF)对受其调控的差异表达基因的富集程度,确定转录因子(TF)的优先级。结果计算出了分数,作为 TF 与水分亏缺相关性的指标。根据得分值,选出了八个最重要的 TF。其中最重要的是 TF GBF3。根据调控这些基因的转录因子得分总和的标准,确定了 CWPs 的优先级。优先级最高的 CWP 包括编码凝集素样蛋白的 AT5G03350 基因、编码纤维素降解产物氧化所需的 BBE-like 22 的 AT4G20860 基因和编码木糖内转糖基酶/水解酶 7 的 AT4G37800 基因。总之,该算法可用于预测植物中转录因子与编码细胞壁蛋白的靶基因之间的调控相互作用。
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来源期刊
Vavilovskii Zhurnal Genetiki i Selektsii
Vavilovskii Zhurnal Genetiki i Selektsii AGRICULTURE, MULTIDISCIPLINARY-
CiteScore
1.90
自引率
0.00%
发文量
119
审稿时长
8 weeks
期刊介绍: The "Vavilov Journal of genetics and breeding" publishes original research and review articles in all key areas of modern plant, animal and human genetics, genomics, bioinformatics and biotechnology. One of the main objectives of the journal is integration of theoretical and applied research in the field of genetics. Special attention is paid to the most topical areas in modern genetics dealing with global concerns such as food security and human health.
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