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分析基因表达谱以研究疟疾疫苗剂量疗效和免疫反应调节。

Analysis of gene expression profiles to study malaria vaccine dose efficacy and immune response modulation.

作者信息

Dey Supantha, Kaur Harpreet, Mazumder Mohit, Brodsky Elia

机构信息

Department of Genetic Engineering and Biotechnology, University of Dhaka, Dhaka, Bangladesh.

Pine Biotech, New Orleans, LA, USA.

出版信息

Genomics Inform. 2022 Sep;20(3):e32. doi: 10.5808/gi.22049. Epub 2022 Sep 30.

Abstract

Malaria is a life-threatening disease, and Africa is still one of the most affected endemic regions despite years of policy to limit infection and transmission rates. Further, studies into the variable efficacy of the vaccine are needed to provide a better understanding of protective immunity. Thus, the current study is designed to delineate the effect of each dose of vaccine on the transcriptional profiles of subjects to determine its efficacy and understand the molecular mechanisms underlying the protection this vaccine provides. Here, we used gene expression profiles of pre and post-vaccination patients after various doses of RTS,S based on samples collected from the Gene Expression Omnibus datasets. Subsequently, differential gene expression analysis using edgeR revealed the significantly (false discovery rate < 0.005) 158 downregulated and 61 upregulated genes between control vs. controlled human malaria infection samples. Further, enrichment analysis of significant genes delineated the involvement of CCL8, CXCL10, CXCL11, XCR1, CSF3, IFNB1, IFNE, IL12B, IL22, IL6, IL27, etc., genes which found to be upregulated after earlier doses but downregulated after the 3rd dose in cytokine-chemokine pathways. Notably, we identified 13 cytokine genes whose expression significantly varied during three doses. Eventually, these findings give insight into the dual role of cytokine responses in malaria pathogenesis. The variations in their expression patterns after various doses of vaccination are linked to the protection as it decreases the severe inflammatory effects in malaria patients. This study will be helpful in designing a better vaccine against malaria and understanding the functions of cytokine response as well.

摘要

疟疾是一种危及生命的疾病,尽管多年来实施了限制感染和传播率的政策,但非洲仍然是受影响最严重的流行地区之一。此外,需要对疫苗的可变效力进行研究,以更好地理解保护性免疫。因此,本研究旨在描述每剂疫苗对受试者转录谱的影响,以确定其效力,并了解该疫苗提供保护的分子机制。在此,我们根据从基因表达综合数据库收集的样本,使用了不同剂量的RTS,S疫苗接种前后患者的基因表达谱。随后,使用edgeR进行差异基因表达分析,结果显示在对照与受控人类疟疾感染样本之间,有158个基因显著下调(错误发现率<0.005),61个基因上调。此外,对显著基因的富集分析表明,CCL8、CXCL10、CXCL11、XCR1、CSF3、IFNB1、IFNE、IL12B、IL22、IL6、IL27等基因参与其中,这些基因在早期剂量后上调,但在第3剂后在细胞因子-趋化因子途径中下调。值得注意的是,我们鉴定出13个细胞因子基因,其表达在三剂疫苗接种过程中显著变化。最终,这些发现揭示了细胞因子反应在疟疾发病机制中的双重作用。不同剂量疫苗接种后其表达模式的变化与保护作用相关,因为它降低了疟疾患者的严重炎症反应。本研究将有助于设计更好的抗疟疾疫苗,并了解细胞因子反应的功能。

https://cdn.ncbi.nlm.nih.gov/pmc/blobs/2ce9/9576474/2293dc999c25/gi-22049f1.jpg

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