侵袭性曲霉病差异基因表达分析:基于mRNA/microRNA的生物信息学研究。

IF 1.5 Q4 BIOCHEMISTRY & MOLECULAR BIOLOGY Molecular Biology Research Communications Pub Date : 2020-12-01 DOI:10.22099/mbrc.2020.37432.1509
Maryam Hosseinipour, Shirin Shahbazi, Shahla Roudbar-Mohammadi, Maryam Khorasani, Majid Marjani
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引用次数: 1

摘要

侵袭性曲霉病是一种严重的机会性感染,免疫功能低下患者死亡率高。近年来,microrna在免疫系统和炎症反应中的作用已被考虑。利用生物信息学方法,我们旨在研究与侵袭性曲霉病相关的microrna,以了解疾病发病机制中涉及的分子途径。数据从基因表达综合数据库(GEO)中提取。我们提出了3个差异表达基因;S100B、TDRD9和TMTC1与侵袭性曲霉病发病有关。使用miRWalk 2.0预测工具,鉴定了靶向所选基因的microrna。通过microRNA靶点预测和分子通路分析研究了microRNA的作用。采用ROC曲线分析所选基因联合表达变化的意义。33个microrna被鉴定为S100B、TDRD9和TMTC1基因的共同调控因子。其中一些先前在真菌感染的发病机制中被报道过,包括miR-132。预测的microrna参与先天免疫反应以及toll样受体信号传导。大多数microrna也与血小板活化有关。S100B/TMTC1联合模式下的ROC图显示灵敏度为95.65%,特异度为69.23%。需要新的方法来快速准确地检测侵袭性曲霉病。考虑到所涉及的关键信号通路,预测的microrna可以被认为是疾病诊断的潜在候选者。进一步研究microrna的表达变化及其相关途径将有助于确定IA检测的有效生物标志物。
本文章由计算机程序翻译,如有差异,请以英文原文为准。

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Differential genes expression analysis of invasive aspergillosis: a bioinformatics study based on mRNA/microRNA.

Invasive aspergillosis is a severe opportunistic infection with high mortality in immunocompromised patients. Recently, the roles of microRNAs have been taken into consideration in the immune system and inflammatory responses. Using bioinformatics approaches, we aimed to study the microRNAs related to invasive aspergillosis to understand the molecular pathways involved in the disease pathogenesis. Data were extracted from the gene expression omnibus (GEO) database. We proposed 3 differentially expressed genes; S100B, TDRD9 and TMTC1 related to pathogenesis of invasive aspergillosis. Using miRWalk 2.0 predictive tool, microRNAs that targeted the selected genes were identified. The roles of microRNAs were investigated by microRNA target prediction and molecular pathways analysis. The significance of combined expression changes in selected genes was analyzed by ROC curves study. Thirty-three microRNAs were identified as the common regulator of S100B, TDRD9 and TMTC1 genes. Several of them were previously reported in the pathogenesis of fungal infections including miR-132. Predicted microRNAs were involved in innate immune response as well as toll-like receptor signaling. Most of the microRNAs were also linked to platelet activation. The ROC chart in the combination mode of S100B/TMTC1, showed the sensitivity of 95.65 percent and the specificity of 69.23 percent. New approaches are needed for rapid and accurate detection of invasive aspergillosis. Given the pivotal signaling pathways involved, predicted microRNAs can be considered as the potential candidates of the disease diagnosis. Further investigation of the microRNAs expression changes and related pathways would lead to identifying the effective biomarkers for IA detection.

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来源期刊
Molecular Biology Research Communications
Molecular Biology Research Communications BIOCHEMISTRY & MOLECULAR BIOLOGY-
CiteScore
3.00
自引率
0.00%
发文量
12
期刊介绍: “Molecular Biology Research Communications” (MBRC) is an international journal of Molecular Biology. It is published quarterly by Shiraz University (Iran). The MBRC is a fully peer-reviewed journal. The journal welcomes submission of Original articles, Short communications, Invited review articles, and Letters to the Editor which meets the general criteria of significance and scientific excellence in all fields of “Molecular Biology”.
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