Predicting microRNAs and their Target Genes Involved in Sepsis Pathogenesis by using Bioinformatics Methods.

IF 2.6 4区 医学 Q2 PHARMACOLOGY & PHARMACY
Maryam Musavi, Saeed Mohammadian Haftcheshmeh, Hadi Fazel, Amir Abaas Momtazi-Borojeni
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引用次数: 0

Abstract

Introduction: Sepsis, like neutropenic sepsis, is a medical condition in which our body overreacts to infectious agents. It is associated with damage to normal tissues and organs by the immune system, which leads to the spread of inflammation throughout our body. Of note, microRNAs (miRNAs) have been found to have a critical role in the sepsis progression. Such miRNAs are registered in the miRNA databases, such as Gene Expression Omnibus (GEO), with a specific identifier and unique characteristics. There is also computational software, such as TargetScan, that are broadly employed for the analysis of miRNAs, including their identification, target prediction, and functional analysis.

Methods: The current In-silico study aimed to predict miRNAs involved in sepsis progression. To this end, the GEO database was employed to find the sepsis-related genome profile. Afterward, down-regulated genes were selected for further bioinformatics analysis with the assumption that their decreased expression is associated with an increased sepsis progression. The miRNAs complementary to the selected genes were then predicted using TargetScan software. Based on the current In-silico analysis, seven miRNAs, including hsa-miR-325-3p, hsa-miR-146a-3p, hsa-miR-126-5p, hsa-miR-22-3p, hsa-miR-223-3p, hsa-miR-145-5p, and has-miR-181 family, were predicted to participate in sepsis pathogenesis. Among the predicted miRNAs, hsa-miR-325-3p has not been previously predicted or validated to be involved in septic conditions.

Results: Our prediction results showed that hsa-miR-325-3p may target genes implicating in both anti- (ETFB gene) and pro-inflammatory (TCEA1 and PTPN1 genes) responses, suggesting it is an immune hemostasis regulator during sepsis inflammation. Although the role of other predicted miRNAs has been already validated in the sepsis pathogenesis, the current study predicted new targets of these miRNAs, which have not been reported by previous In-silico or experimental studies on sepsis and other pathogenic conditions. Notably, other miRNAs, including hsa-miR-146a-3p, hsa-miR-126-5p, hsa-miR-22-3p, hsa-miR-223-3p, and hsa-miR-145-5p were predicted to target genes participating in inflammatory responses, including BLOC1S1, POLR2G, PTPN1, TCEA1, and CCT3.

Conclusion: In conclusion, the results of the present study can provide promising targets as therapeutic and diagnostic tools to treat and manage inflammation sepsis, such as neutropenic sepsis. However, these findings should be further evaluated in experimental studies to find their exact effects and underlying mechanisms.

应用生物信息学方法预测脓毒症发病过程中涉及的microrna及其靶基因。
简介:脓毒症,像中性粒细胞减少性脓毒症,是一种医学状况,我们的身体对传染性病原体反应过度。它与免疫系统对正常组织和器官的损害有关,从而导致全身炎症的蔓延。值得注意的是,已经发现microRNAs (miRNAs)在脓毒症的进展中起着关键作用。这些miRNA被登记在miRNA数据库中,如Gene Expression Omnibus (GEO),具有特定的标识符和独特的特征。还有一些计算软件,如TargetScan,广泛用于mirna的分析,包括它们的鉴定、目标预测和功能分析。方法:目前的in - silicon研究旨在预测参与败血症进展的mirna。为此,我们利用GEO数据库寻找败血症相关的基因组图谱。随后,选择下调基因进行进一步的生物信息学分析,假设其表达降低与脓毒症进展增加有关。然后使用TargetScan软件预测与所选基因互补的mirna。根据目前的in - silicon分析,预测hsa-miR-325-3p、hsa-miR-146a-3p、hsa-miR-126-5p、hsa-miR-22-3p、hsa-miR-223-3p、hsa-miR-145-5p和has-miR-181家族等7种mirna参与败血症的发病机制。在预测的mirna中,hsa-miR-325-3p之前没有被预测或证实与脓毒症有关。结果:我们的预测结果显示,hsa-miR-325-3p可能靶向抗(ETFB基因)和促炎(TCEA1和PTPN1基因)反应的基因,提示它是脓毒症炎症期间的免疫止血调节剂。尽管其他预测的miRNAs在脓毒症发病机制中的作用已经得到验证,但本研究预测了这些miRNAs的新靶点,这些靶点在之前的脓毒症和其他致病性疾病的计算机或实验研究中尚未报道。值得注意的是,其他mirna,包括hsa-miR-146a-3p、hsa-miR-126-5p、hsa-miR-22-3p、hsa-miR-223-3p和hsa-miR-145-5p,预计会靶向参与炎症反应的基因,包括BLOC1S1、POLR2G、PTPN1、TCEA1和CCT3。结论:本研究结果为治疗和管理炎症性脓毒症(如中性粒细胞减少性脓毒症)提供了有希望的治疗和诊断工具。然而,这些发现应该在实验研究中进一步评估,以找到它们的确切效果和潜在机制。
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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来源期刊
CiteScore
6.30
自引率
0.00%
发文量
302
审稿时长
2 months
期刊介绍: Current Pharmaceutical Design publishes timely in-depth reviews and research articles from leading pharmaceutical researchers in the field, covering all aspects of current research in rational drug design. Each issue is devoted to a single major therapeutic area guest edited by an acknowledged authority in the field. Each thematic issue of Current Pharmaceutical Design covers all subject areas of major importance to modern drug design including: medicinal chemistry, pharmacology, drug targets and disease mechanism.
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