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Exploiting the molecular basis of age and gender differences in outcomes of SARS-CoV-2 infections

Motivation: Severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2) infection (coronavirus disease, 2019; COVID-19) is associated with adverse outcomes in patients. It has been observed that lethality seems to be related to the age of patients. While ageing has been extensively demonstrated to...

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Autores principales: Mercatelli, Daniele, Pedace, Elisabetta, Veltri, Pierangelo, Giorgi, Federico M., Guzzi, Pietro Hiram
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Research Network of Computational and Structural Biotechnology 2021
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8271029/
https://www.ncbi.nlm.nih.gov/pubmed/34306570
http://dx.doi.org/10.1016/j.csbj.2021.07.002
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author Mercatelli, Daniele
Pedace, Elisabetta
Veltri, Pierangelo
Giorgi, Federico M.
Guzzi, Pietro Hiram
author_facet Mercatelli, Daniele
Pedace, Elisabetta
Veltri, Pierangelo
Giorgi, Federico M.
Guzzi, Pietro Hiram
author_sort Mercatelli, Daniele
collection PubMed
description Motivation: Severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2) infection (coronavirus disease, 2019; COVID-19) is associated with adverse outcomes in patients. It has been observed that lethality seems to be related to the age of patients. While ageing has been extensively demonstrated to be accompanied by some modifications at the gene expression level, a possible link with COVID-19 manifestation still need to be investigated at the molecular level. Objectives: This study aims to shed out light on a possible link between the increased COVID-19 lethality and the molecular changes that occur in elderly people. Methods: We considered public datasets of ageing-related genes and their expression at the tissue level. We selected human proteins interacting with viral ones that are known to be related to the ageing process. Finally, we investigated changes in the expression level of coding genes at the tissue, gender and age level. Results: We observed a significant intersection between some SARS-CoV-2 interactors and ageing-related genes, suggesting that those genes are particularly affected by COVID-19 infection. Our analysis evidenced that virus infection particularly involves ageing molecular mechanisms centred around proteins EEF2, NPM1, HMGA1, HMGA2, APEX1, CHEK1, PRKDC, and GPX4. We found that HMGA1 and NPM1 have different expressions in the lung of males, while HMGA1, APEX1, CHEK1, EEF2, and NPM1 present changes in expression in males due to ageing effects. Conclusion: Our study generated a mechanistic framework to clarify the correlation between COVID-19 incidence in elderly patients and molecular mechanisms of ageing. We also provide testable hypotheses for future investigation and pharmacological solutions tailored to specific age ranges.
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spelling pubmed-82710292021-07-20 Exploiting the molecular basis of age and gender differences in outcomes of SARS-CoV-2 infections Mercatelli, Daniele Pedace, Elisabetta Veltri, Pierangelo Giorgi, Federico M. Guzzi, Pietro Hiram Comput Struct Biotechnol J Research Article Motivation: Severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2) infection (coronavirus disease, 2019; COVID-19) is associated with adverse outcomes in patients. It has been observed that lethality seems to be related to the age of patients. While ageing has been extensively demonstrated to be accompanied by some modifications at the gene expression level, a possible link with COVID-19 manifestation still need to be investigated at the molecular level. Objectives: This study aims to shed out light on a possible link between the increased COVID-19 lethality and the molecular changes that occur in elderly people. Methods: We considered public datasets of ageing-related genes and their expression at the tissue level. We selected human proteins interacting with viral ones that are known to be related to the ageing process. Finally, we investigated changes in the expression level of coding genes at the tissue, gender and age level. Results: We observed a significant intersection between some SARS-CoV-2 interactors and ageing-related genes, suggesting that those genes are particularly affected by COVID-19 infection. Our analysis evidenced that virus infection particularly involves ageing molecular mechanisms centred around proteins EEF2, NPM1, HMGA1, HMGA2, APEX1, CHEK1, PRKDC, and GPX4. We found that HMGA1 and NPM1 have different expressions in the lung of males, while HMGA1, APEX1, CHEK1, EEF2, and NPM1 present changes in expression in males due to ageing effects. Conclusion: Our study generated a mechanistic framework to clarify the correlation between COVID-19 incidence in elderly patients and molecular mechanisms of ageing. We also provide testable hypotheses for future investigation and pharmacological solutions tailored to specific age ranges. Research Network of Computational and Structural Biotechnology 2021-07-10 /pmc/articles/PMC8271029/ /pubmed/34306570 http://dx.doi.org/10.1016/j.csbj.2021.07.002 Text en © 2021 The Author(s) https://creativecommons.org/licenses/by-nc-nd/4.0/This is an open access article under the CC BY-NC-ND license (http://creativecommons.org/licenses/by-nc-nd/4.0/).
spellingShingle Research Article
Mercatelli, Daniele
Pedace, Elisabetta
Veltri, Pierangelo
Giorgi, Federico M.
Guzzi, Pietro Hiram
Exploiting the molecular basis of age and gender differences in outcomes of SARS-CoV-2 infections
title Exploiting the molecular basis of age and gender differences in outcomes of SARS-CoV-2 infections
title_full Exploiting the molecular basis of age and gender differences in outcomes of SARS-CoV-2 infections
title_fullStr Exploiting the molecular basis of age and gender differences in outcomes of SARS-CoV-2 infections
title_full_unstemmed Exploiting the molecular basis of age and gender differences in outcomes of SARS-CoV-2 infections
title_short Exploiting the molecular basis of age and gender differences in outcomes of SARS-CoV-2 infections
title_sort exploiting the molecular basis of age and gender differences in outcomes of sars-cov-2 infections
topic Research Article
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8271029/
https://www.ncbi.nlm.nih.gov/pubmed/34306570
http://dx.doi.org/10.1016/j.csbj.2021.07.002
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