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Systems genetics identifies miRNA-mediated regulation of host response in COVID-19
BACKGROUND: Individuals infected with SARS-CoV-2 vary greatly in their disease severity, ranging from asymptomatic infection to severe disease. The regulation of gene expression is an important mechanism in the host immune response and can modulate the outcome of the disease. miRNAs play important r...
Autores principales: | , , , , , , , , , , , , , , , , , , , , , , , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
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BioMed Central
2023
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10257974/ https://www.ncbi.nlm.nih.gov/pubmed/37303042 http://dx.doi.org/10.1186/s40246-023-00494-4 |
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author | Gjorgjieva, T. Chaloemtoem, A. Shahin, T. Bayaraa, O. Dieng, M. M. Alshaikh, M. Abdalbaqi, M. Del Monte, J. Begum, G. Leonor, C. Manikandan, V. Drou, N. Arshad, M. Arnoux, M. Kumar, N. Jabari, A. Abdulle, A. ElGhazali, G. Ali, R. Shaheen, S. Y. Abdalla, J. Piano, F. Gunsalus, K. C. Daggag, H. Al Nahdi, H. Abuzeid, H. Idaghdour, Y. |
author_facet | Gjorgjieva, T. Chaloemtoem, A. Shahin, T. Bayaraa, O. Dieng, M. M. Alshaikh, M. Abdalbaqi, M. Del Monte, J. Begum, G. Leonor, C. Manikandan, V. Drou, N. Arshad, M. Arnoux, M. Kumar, N. Jabari, A. Abdulle, A. ElGhazali, G. Ali, R. Shaheen, S. Y. Abdalla, J. Piano, F. Gunsalus, K. C. Daggag, H. Al Nahdi, H. Abuzeid, H. Idaghdour, Y. |
author_sort | Gjorgjieva, T. |
collection | PubMed |
description | BACKGROUND: Individuals infected with SARS-CoV-2 vary greatly in their disease severity, ranging from asymptomatic infection to severe disease. The regulation of gene expression is an important mechanism in the host immune response and can modulate the outcome of the disease. miRNAs play important roles in post-transcriptional regulation with consequences on downstream molecular and cellular host immune response processes. The nature and magnitude of miRNA perturbations associated with blood phenotypes and intensive care unit (ICU) admission in COVID-19 are poorly understood. RESULTS: We combined multi-omics profiling—genotyping, miRNA and RNA expression, measured at the time of hospital admission soon after the onset of COVID-19 symptoms—with phenotypes from electronic health records to understand how miRNA expression contributes to variation in disease severity in a diverse cohort of 259 unvaccinated patients in Abu Dhabi, United Arab Emirates. We analyzed 62 clinical variables and expression levels of 632 miRNAs measured at admission and identified 97 miRNAs associated with 8 blood phenotypes significantly associated with later ICU admission. Integrative miRNA-mRNA cross-correlation analysis identified multiple miRNA-mRNA-blood endophenotype associations and revealed the effect of miR-143-3p on neutrophil count mediated by the expression of its target gene BCL2. We report 168 significant cis-miRNA expression quantitative trait loci, 57 of which implicate miRNAs associated with either ICU admission or a blood endophenotype. CONCLUSIONS: This systems genetics study has given rise to a genomic picture of the architecture of whole blood miRNAs in unvaccinated COVID-19 patients and pinpoints post-transcriptional regulation as a potential mechanism that impacts blood traits underlying COVID-19 severity. The results also highlight the impact of host genetic regulatory control of miRNA expression in early stages of COVID-19 disease. SUPPLEMENTARY INFORMATION: The online version contains supplementary material available at 10.1186/s40246-023-00494-4. |
format | Online Article Text |
id | pubmed-10257974 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2023 |
publisher | BioMed Central |
record_format | MEDLINE/PubMed |
spelling | pubmed-102579742023-06-12 Systems genetics identifies miRNA-mediated regulation of host response in COVID-19 Gjorgjieva, T. Chaloemtoem, A. Shahin, T. Bayaraa, O. Dieng, M. M. Alshaikh, M. Abdalbaqi, M. Del Monte, J. Begum, G. Leonor, C. Manikandan, V. Drou, N. Arshad, M. Arnoux, M. Kumar, N. Jabari, A. Abdulle, A. ElGhazali, G. Ali, R. Shaheen, S. Y. Abdalla, J. Piano, F. Gunsalus, K. C. Daggag, H. Al Nahdi, H. Abuzeid, H. Idaghdour, Y. Hum Genomics Research BACKGROUND: Individuals infected with SARS-CoV-2 vary greatly in their disease severity, ranging from asymptomatic infection to severe disease. The regulation of gene expression is an important mechanism in the host immune response and can modulate the outcome of the disease. miRNAs play important roles in post-transcriptional regulation with consequences on downstream molecular and cellular host immune response processes. The nature and magnitude of miRNA perturbations associated with blood phenotypes and intensive care unit (ICU) admission in COVID-19 are poorly understood. RESULTS: We combined multi-omics profiling—genotyping, miRNA and RNA expression, measured at the time of hospital admission soon after the onset of COVID-19 symptoms—with phenotypes from electronic health records to understand how miRNA expression contributes to variation in disease severity in a diverse cohort of 259 unvaccinated patients in Abu Dhabi, United Arab Emirates. We analyzed 62 clinical variables and expression levels of 632 miRNAs measured at admission and identified 97 miRNAs associated with 8 blood phenotypes significantly associated with later ICU admission. Integrative miRNA-mRNA cross-correlation analysis identified multiple miRNA-mRNA-blood endophenotype associations and revealed the effect of miR-143-3p on neutrophil count mediated by the expression of its target gene BCL2. We report 168 significant cis-miRNA expression quantitative trait loci, 57 of which implicate miRNAs associated with either ICU admission or a blood endophenotype. CONCLUSIONS: This systems genetics study has given rise to a genomic picture of the architecture of whole blood miRNAs in unvaccinated COVID-19 patients and pinpoints post-transcriptional regulation as a potential mechanism that impacts blood traits underlying COVID-19 severity. The results also highlight the impact of host genetic regulatory control of miRNA expression in early stages of COVID-19 disease. SUPPLEMENTARY INFORMATION: The online version contains supplementary material available at 10.1186/s40246-023-00494-4. BioMed Central 2023-06-12 /pmc/articles/PMC10257974/ /pubmed/37303042 http://dx.doi.org/10.1186/s40246-023-00494-4 Text en © The Author(s) 2023 https://creativecommons.org/licenses/by/4.0/Open Access This article is licensed under a Creative Commons Attribution 4.0 International License, which permits use, sharing, adaptation, distribution and reproduction in any medium or format, as long as you give appropriate credit to the original author(s) and the source, provide a link to the Creative Commons licence, and indicate if changes were made. The images or other third party material in this article are included in the article's Creative Commons licence, unless indicated otherwise in a credit line to the material. If material is not included in the article's Creative Commons licence and your intended use is not permitted by statutory regulation or exceeds the permitted use, you will need to obtain permission directly from the copyright holder. To view a copy of this licence, visit http://creativecommons.org/licenses/by/4.0/ (https://creativecommons.org/licenses/by/4.0/) . The Creative Commons Public Domain Dedication waiver (http://creativecommons.org/publicdomain/zero/1.0/ (https://creativecommons.org/publicdomain/zero/1.0/) ) applies to the data made available in this article, unless otherwise stated in a credit line to the data. |
spellingShingle | Research Gjorgjieva, T. Chaloemtoem, A. Shahin, T. Bayaraa, O. Dieng, M. M. Alshaikh, M. Abdalbaqi, M. Del Monte, J. Begum, G. Leonor, C. Manikandan, V. Drou, N. Arshad, M. Arnoux, M. Kumar, N. Jabari, A. Abdulle, A. ElGhazali, G. Ali, R. Shaheen, S. Y. Abdalla, J. Piano, F. Gunsalus, K. C. Daggag, H. Al Nahdi, H. Abuzeid, H. Idaghdour, Y. Systems genetics identifies miRNA-mediated regulation of host response in COVID-19 |
title | Systems genetics identifies miRNA-mediated regulation of host response in COVID-19 |
title_full | Systems genetics identifies miRNA-mediated regulation of host response in COVID-19 |
title_fullStr | Systems genetics identifies miRNA-mediated regulation of host response in COVID-19 |
title_full_unstemmed | Systems genetics identifies miRNA-mediated regulation of host response in COVID-19 |
title_short | Systems genetics identifies miRNA-mediated regulation of host response in COVID-19 |
title_sort | systems genetics identifies mirna-mediated regulation of host response in covid-19 |
topic | Research |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10257974/ https://www.ncbi.nlm.nih.gov/pubmed/37303042 http://dx.doi.org/10.1186/s40246-023-00494-4 |
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