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

Q2 Agricultural and Biological Sciences
Genomics and Informatics Pub Date : 2022-09-01 Epub Date: 2022-09-30 DOI:10.5808/gi.22049
Supantha Dey, Harpreet Kaur, Mohit Mazumder, Elia Brodsky
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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.

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基因表达谱分析研究疟疾疫苗剂量有效性和免疫反应调节。
疟疾是一种威胁生命的疾病,非洲仍然是受影响最严重的流行地区之一,尽管多年来采取了限制感染和传播率的政策。此外,需要对疫苗的不同功效进行研究,以便更好地了解保护性免疫。因此,目前的研究旨在描述每种剂量的疫苗对受试者转录谱的影响,以确定其功效,并了解该疫苗提供保护的分子机制。在这里,我们基于基因表达综合数据集收集的样本,使用不同剂量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,发现在对照和对照的人疟疾感染样本中,158个基因显著下调,61个基因显著上调(错误发现率< 0.005)。此外,通过显著基因富集分析,发现CCL8、CXCL10、CXCL11、XCR1、CSF3、IFNB1、IFNE、IL12B、IL22、IL6、IL27等基因参与细胞因子趋化因子通路,这些基因在早期给药后表达上调,而在第3次给药后表达下调。值得注意的是,我们鉴定了13个细胞因子基因,它们的表达在三个剂量中显著变化。最终,这些发现为细胞因子反应在疟疾发病机制中的双重作用提供了见解。不同剂量疫苗接种后它们表达模式的变化与这种保护作用有关,因为它减少了疟疾患者的严重炎症效应。这项研究将有助于设计更好的疟疾疫苗,以及了解细胞因子反应的功能。
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
Genomics and Informatics
Genomics and Informatics Agricultural and Biological Sciences-Ecology, Evolution, Behavior and Systematics
CiteScore
1.90
自引率
0.00%
发文量
0
审稿时长
12 weeks
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