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Discovering common pathogenetic processes between COVID-19 and diabetes mellitus by differential gene expression pattern analysis
Coronavirus disease 2019 (COVID-19) is an infectious disease caused by the newly discovered coronavirus, SARS-CoV-2. Increased severity of COVID-19 has been observed in patients with diabetes mellitus (DM). This study aimed to identify common transcriptional signatures, regulators and pathways betwe...
Autores principales: | , , , , , , , , , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Oxford University Press
2021
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8344483/ https://www.ncbi.nlm.nih.gov/pubmed/34260684 http://dx.doi.org/10.1093/bib/bbab262 |
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author | Rahman, Md Rezanur Islam, Tania Shahjaman, Md Islam, Md Rafiqul Lombardo, Salvo Danilo Bramanti, Placido Ciurleo, Rosella Bramanti, Alessia Tchorbanov, Andrey Fisicaro, Francesco Fagone, Paolo Nicoletti, Ferdinando Pennisi, Manuela |
author_facet | Rahman, Md Rezanur Islam, Tania Shahjaman, Md Islam, Md Rafiqul Lombardo, Salvo Danilo Bramanti, Placido Ciurleo, Rosella Bramanti, Alessia Tchorbanov, Andrey Fisicaro, Francesco Fagone, Paolo Nicoletti, Ferdinando Pennisi, Manuela |
author_sort | Rahman, Md Rezanur |
collection | PubMed |
description | Coronavirus disease 2019 (COVID-19) is an infectious disease caused by the newly discovered coronavirus, SARS-CoV-2. Increased severity of COVID-19 has been observed in patients with diabetes mellitus (DM). This study aimed to identify common transcriptional signatures, regulators and pathways between COVID-19 and DM. We have integrated human whole-genome transcriptomic datasets from COVID-19 and DM, followed by functional assessment with gene ontology (GO) and pathway analyses. In peripheral blood mononuclear cells (PBMCs), among the upregulated differentially expressed genes (DEGs), 32 were found to be commonly modulated in COVID-19 and type 2 diabetes (T2D), while 10 DEGs were commonly downregulated. As regards type 1 diabetes (T1D), 21 DEGs were commonly upregulated, and 29 DEGs were commonly downregulated in COVID-19 and T1D. Moreover, 35 DEGs were commonly upregulated in SARS-CoV-2 infected pancreas organoids and T2D islets, while 14 were commonly downregulated. Several GO terms were found in common between COVID-19 and DM. Prediction of the putative transcription factors involved in the upregulation of genes in COVID-19 and DM identified RELA to be implicated in both PBMCs and pancreas. Here, for the first time, we have characterized the biological processes and pathways commonly dysregulated in COVID-19 and DM, which could be in the next future used for the design of personalized treatment of COVID-19 patients suffering from DM as comorbidity. |
format | Online Article Text |
id | pubmed-8344483 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2021 |
publisher | Oxford University Press |
record_format | MEDLINE/PubMed |
spelling | pubmed-83444832021-08-10 Discovering common pathogenetic processes between COVID-19 and diabetes mellitus by differential gene expression pattern analysis Rahman, Md Rezanur Islam, Tania Shahjaman, Md Islam, Md Rafiqul Lombardo, Salvo Danilo Bramanti, Placido Ciurleo, Rosella Bramanti, Alessia Tchorbanov, Andrey Fisicaro, Francesco Fagone, Paolo Nicoletti, Ferdinando Pennisi, Manuela Brief Bioinform Case Study Coronavirus disease 2019 (COVID-19) is an infectious disease caused by the newly discovered coronavirus, SARS-CoV-2. Increased severity of COVID-19 has been observed in patients with diabetes mellitus (DM). This study aimed to identify common transcriptional signatures, regulators and pathways between COVID-19 and DM. We have integrated human whole-genome transcriptomic datasets from COVID-19 and DM, followed by functional assessment with gene ontology (GO) and pathway analyses. In peripheral blood mononuclear cells (PBMCs), among the upregulated differentially expressed genes (DEGs), 32 were found to be commonly modulated in COVID-19 and type 2 diabetes (T2D), while 10 DEGs were commonly downregulated. As regards type 1 diabetes (T1D), 21 DEGs were commonly upregulated, and 29 DEGs were commonly downregulated in COVID-19 and T1D. Moreover, 35 DEGs were commonly upregulated in SARS-CoV-2 infected pancreas organoids and T2D islets, while 14 were commonly downregulated. Several GO terms were found in common between COVID-19 and DM. Prediction of the putative transcription factors involved in the upregulation of genes in COVID-19 and DM identified RELA to be implicated in both PBMCs and pancreas. Here, for the first time, we have characterized the biological processes and pathways commonly dysregulated in COVID-19 and DM, which could be in the next future used for the design of personalized treatment of COVID-19 patients suffering from DM as comorbidity. Oxford University Press 2021-07-17 /pmc/articles/PMC8344483/ /pubmed/34260684 http://dx.doi.org/10.1093/bib/bbab262 Text en © The Author(s) 2021. Published by Oxford University Press. https://creativecommons.org/licenses/by/4.0/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 reuse, distribution, and reproduction in any medium, provided the original work is properly cited. |
spellingShingle | Case Study Rahman, Md Rezanur Islam, Tania Shahjaman, Md Islam, Md Rafiqul Lombardo, Salvo Danilo Bramanti, Placido Ciurleo, Rosella Bramanti, Alessia Tchorbanov, Andrey Fisicaro, Francesco Fagone, Paolo Nicoletti, Ferdinando Pennisi, Manuela Discovering common pathogenetic processes between COVID-19 and diabetes mellitus by differential gene expression pattern analysis |
title | Discovering common pathogenetic processes between COVID-19 and diabetes mellitus by differential gene expression pattern analysis |
title_full | Discovering common pathogenetic processes between COVID-19 and diabetes mellitus by differential gene expression pattern analysis |
title_fullStr | Discovering common pathogenetic processes between COVID-19 and diabetes mellitus by differential gene expression pattern analysis |
title_full_unstemmed | Discovering common pathogenetic processes between COVID-19 and diabetes mellitus by differential gene expression pattern analysis |
title_short | Discovering common pathogenetic processes between COVID-19 and diabetes mellitus by differential gene expression pattern analysis |
title_sort | discovering common pathogenetic processes between covid-19 and diabetes mellitus by differential gene expression pattern analysis |
topic | Case Study |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8344483/ https://www.ncbi.nlm.nih.gov/pubmed/34260684 http://dx.doi.org/10.1093/bib/bbab262 |
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