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比较转录组分析和加权基因共表达网络分析以鉴定受多种真菌侵染的玉米雌穗中的核心基因

Comparative transcriptome profiling and weighted gene co-expression network analysis to identify core genes in maize ( L.) silks infected by multiple fungi.

作者信息

Kumar Amrendra, Kanak Kanak Raj, Arunachalam Annamalai, Dass Regina Sharmila, Lakshmi P T V

机构信息

Phytomatics Lab, Department of Bioinformatics, School of Life Sciences, Pondicherry University, Pondicherry, India.

Fungal Genetics and Mycotoxicology Laboratory, Department of Microbiology, School of Life Sciences, Pondicherry University, Puducherry, India.

出版信息

Front Plant Sci. 2022 Oct 27;13:985396. doi: 10.3389/fpls.2022.985396. eCollection 2022.

Abstract

Maize ( L.) is the third most popular crop after wheat and rice and used in feed and pharmaceutical sectors. The maize silk contains bioactive components explored by traditional Chinese herbal medicine for various pharmacological activities. However, , , , and can infect the maize, produce mycotoxins, hamper the quantity and quality of silk production, and further harm the primary consumer's health. However, the defense mechanism is not fully understood in multiple fungal infections in the silk of . In this study, we applied bioinformatics approaches to use the publicly available transcriptome data of silk affected by multiple fungal flora to identify core genes involved in combatting disease response. Differentially expressed genes (DEGs) were identified among intra- and inter-transcriptome data sets of control infected silks. Upon further comparison between up- and downregulated genes within the control of datasets, 4,519 upregulated and 5,125 downregulated genes were found. The DEGs have been compared with genes in the modules of weighted gene co-expression network analysis to relevant specific traits towards identifying core genes. The expression pattern of transcription factors, carbohydrate-active enzymes (CAZyme), and resistance genes was analyzed. The present investigation is supportive of our findings that the gene ontology, immunity stimulus, and resistance genes are upregulated, but physical and metabolic processes such as cell wall organizations and pectin synthesis were downregulated respectively. Our results are indicative that terpene synthase TPS6 and TPS11 are involved in the defense mechanism against fungal infections in maize silk.

摘要

玉米(L.)是继小麦和水稻之后第三大受欢迎的作物,用于饲料和制药行业。玉米须含有生物活性成分,传统中草药利用这些成分来发挥各种药理活性。然而,[此处原文中几个逗号处缺失内容]会感染玉米,产生霉菌毒素,影响玉米须的产量和质量,并进一步危害初级消费者的健康。然而,在玉米须多重真菌感染中的防御机制尚未完全了解。在本研究中,我们应用生物信息学方法,利用受多种真菌菌群影响的玉米须的公开转录组数据,来鉴定参与抗病反应的核心基因。在对照玉米须和受感染玉米须的转录组内和转录组间数据集中鉴定出差异表达基因(DEG)。在数据集对照内进一步比较上调和下调基因后,发现4519个上调基因和5125个下调基因。已将这些DEG与加权基因共表达网络分析模块中的基因进行比较,以确定与相关特定性状相关的核心基因。分析了转录因子、碳水化合物活性酶(CAZyme)和抗性基因的表达模式。本研究支持我们的发现,即基因本体、免疫刺激和抗性基因上调,但细胞壁组织和果胶合成等生理和代谢过程分别下调。我们的结果表明,萜烯合酶TPS6和TPS11参与了玉米须抗真菌感染的防御机制。

https://cdn.ncbi.nlm.nih.gov/pmc/blobs/4e2c/9647128/5187049ce48e/fpls-13-985396-g001.jpg

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