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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,...

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Autores principales: Dey, Supantha, Kaur, Harpreet, Mazumder, Mohit, Brodsky, Elia
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Korea Genome Organization 2022
Materias:
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.
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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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