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Analysis of gene expression profiles to study malaria vaccine dose efficacy and immune response modulation
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,...
Autores principales: | , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Korea Genome Organization
2022
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Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9576474/ https://www.ncbi.nlm.nih.gov/pubmed/36239109 http://dx.doi.org/10.5808/gi.22049 |
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author | Dey, Supantha Kaur, Harpreet Mazumder, Mohit Brodsky, Elia |
author_facet | Dey, Supantha Kaur, Harpreet Mazumder, Mohit Brodsky, Elia |
author_sort | Dey, Supantha |
collection | PubMed |
description | 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. |
format | Online Article Text |
id | pubmed-9576474 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2022 |
publisher | Korea Genome Organization |
record_format | MEDLINE/PubMed |
spelling | pubmed-95764742022-10-19 Analysis of gene expression profiles to study malaria vaccine dose efficacy and immune response modulation Dey, Supantha Kaur, Harpreet Mazumder, Mohit Brodsky, Elia Genomics Inform Original Article 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. Korea Genome Organization 2022-09-30 /pmc/articles/PMC9576474/ /pubmed/36239109 http://dx.doi.org/10.5808/gi.22049 Text en (c) 2022, Korea Genome Organization https://creativecommons.org/licenses/by/4.0/(CC) This is an open-access article distributed under the terms of the Creative Commons Attribution license(https://creativecommons.org/licenses/by/4.0/), which permits unrestricted use, distribution, and reproduction in any medium, provided the original work is properly cited. |
spellingShingle | Original Article Dey, Supantha Kaur, Harpreet Mazumder, Mohit Brodsky, Elia Analysis of gene expression profiles to study malaria vaccine dose efficacy and immune response modulation |
title | Analysis of gene expression profiles to study malaria vaccine dose efficacy and immune response modulation |
title_full | Analysis of gene expression profiles to study malaria vaccine dose efficacy and immune response modulation |
title_fullStr | Analysis of gene expression profiles to study malaria vaccine dose efficacy and immune response modulation |
title_full_unstemmed | Analysis of gene expression profiles to study malaria vaccine dose efficacy and immune response modulation |
title_short | Analysis of gene expression profiles to study malaria vaccine dose efficacy and immune response modulation |
title_sort | analysis of gene expression profiles to study malaria vaccine dose efficacy and immune response modulation |
topic | Original Article |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9576474/ https://www.ncbi.nlm.nih.gov/pubmed/36239109 http://dx.doi.org/10.5808/gi.22049 |
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