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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...

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Autores principales: 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
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Oxford University Press 2021
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.
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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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