AtSRGA: A shiny application for retrieving and visualizing stress-responsive genes in Arabidopsis thaliana.

IF 6.9 1区 生物学 Q1 PLANT SCIENCES Plant Physiology Pub Date : 2025-03-28 DOI:10.1093/plphys/kiaf105
Yusuke Fukuda, Kohei Kawaguchi, Atsushi Fukushima
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Abstract

Abiotic and biotic stresses pose serious threats to plant productivity. Elucidating the gene regulatory networks involved in plant stress responses is essential for developing future breeding programs and innovative agricultural products. Here, we introduce the AtSRGA (Arabidopsis thaliana Stress-Responsive Gene Atlas), a user-friendly application facilitating the retrieval of stress-responsive genes in Arabidopsis (Arabidopsis thaliana). The application was developed using 1,131 microarrays and 1,050 RNA sequencing datasets obtained from public databases. These datasets correspond to 11 stress-related conditions, namely abscisic acid, cold, drought, heat, high-light, hypoxia, osmotic stress, oxidative stress, salt, wounding, and Pseudomonas syringae pv. tomato DC3000. Using a modified meta-analysis technique known as the vote-counting method, we computed integrated scores to evaluate stress responsiveness for each condition across multiple studies. AtSRGA visualizes gene behavior under 11 stress conditions and offers an interactive, user-friendly interface accessible to all researchers. It presents a comprehensive heatmap of stress-responsive genes, facilitating the comparative analysis of individual stress responses and groups of genes responding to multiple stresses. We validated the expression patterns of several high-scoring genes of unknown function under cold and heat stress using RT-qPCR, thus demonstrating that our application helps select targets to understand stress-responsive gene networks in Arabidopsis. AtSRGA will improve the screening of stress-responsive genes in Arabidopsis, thereby supporting the advancement of plant science toward a sustainable society.

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AtSRGA:一个用于检索和可视化拟南芥应激反应基因的闪亮应用程序。
非生物和生物胁迫对植物生产力构成严重威胁。阐明与植物逆境反应相关的基因调控网络,对于制定未来的育种计划和创新农产品至关重要。在这里,我们介绍了AtSRGA (Arabidopsis thaliana Stress Responsive Gene Atlas),这是一个方便检索拟南芥(Arabidopsis thaliana)逆境响应基因的用户友好应用程序。该应用程序是使用从公共数据库获得的1,131个微阵列和1,050个RNA测序数据集开发的。这些数据集对应于11种与应激相关的条件,即脱落酸、寒冷、干旱、高温、强光、缺氧、渗透胁迫、氧化应激、盐、伤害和丁香假单胞菌pv。番茄DC3000。使用一种被称为选票计数法的改进的荟萃分析技术,我们计算了综合分数来评估多个研究中每种情况下的应激反应。AtSRGA可视化了11种应激条件下的基因行为,并为所有研究人员提供了一个交互式的、用户友好的界面。它提供了应激反应基因的综合热图,便于对个体应激反应和对多种应激反应的基因群进行比较分析。我们利用RT-qPCR验证了几个功能未知的高评分基因在冷热胁迫下的表达模式,从而证明我们的应用程序有助于选择靶点来了解拟南芥的应激反应基因网络。AtSRGA将改善拟南芥中应激反应基因的筛选,从而支持植物科学向可持续社会的发展。
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来源期刊
Plant Physiology
Plant Physiology 生物-植物科学
CiteScore
12.20
自引率
5.40%
发文量
535
审稿时长
2.3 months
期刊介绍: Plant Physiology® is a distinguished and highly respected journal with a rich history dating back to its establishment in 1926. It stands as a leading international publication in the field of plant biology, covering a comprehensive range of topics from the molecular and structural aspects of plant life to systems biology and ecophysiology. Recognized as the most highly cited journal in plant sciences, Plant Physiology® is a testament to its commitment to excellence and the dissemination of groundbreaking research. As the official publication of the American Society of Plant Biologists, Plant Physiology® upholds rigorous peer-review standards, ensuring that the scientific community receives the highest quality research. The journal releases 12 issues annually, providing a steady stream of new findings and insights to its readership.
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