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MEDTEC Students against Coronavirus: Investigating the Role of Hemostatic Genes in the Predisposition to COVID-19 Severity

Severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2) is the etiologic agent of the coronavirus disease 2019 (COVID-19) pandemic. Besides virus intrinsic characteristics, the host genetic makeup is predicted to account for the extreme clinical heterogeneity of the disease, which is characteri...

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Autores principales: Cappadona, Claudio, Paraboschi, Elvezia Maria, Ziliotto, Nicole, Bottaro, Sandro, Rimoldi, Valeria, Gerussi, Alessio, Azimonti, Andrea, Brenna, Daniele, Brunati, Andrea, Cameroni, Charlotte, Campanaro, Giovanni, Carloni, Francesca, Cavadini, Giacomo, Ciravegna, Martina, Composto, Antonio, Converso, Giuseppe, Corbella, Pierluigi, D’Eugenio, Davide, Dal Rì, Giovanna, Di Giorgio, Sofia Maria, Grondelli, Maria Chiara, Guerrera, Lorenza, Laffoucriere, Georges, Lando, Beatrice, Lopedote, Leandro, Maizza, Benedetta, Marconi, Elettra, Mariola, Carlotta, Matronola, Guia Margherita, Menga, Luca Maria, Montorsi, Giulia, Papatolo, Antonio, Patti, Riccardo, Profeta, Lorenzo, Rebasti, Vera, Smidili, Alice, Tarchi, Sofia Maria, Tartaglia, Francesco Carlo, Tettamanzi, Gaia, Tinelli, Elena, Stuani, Riccardo, Bolchini, Cristiana, Pattini, Linda, Invernizzi, Pietro, Degenhardt, Frauke, Franke, Andre, Duga, Stefano, Asselta, Rosanna
Formato: Online Artículo Texto
Lenguaje:English
Publicado: MDPI 2021
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8622845/
https://www.ncbi.nlm.nih.gov/pubmed/34834519
http://dx.doi.org/10.3390/jpm11111166
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author Cappadona, Claudio
Paraboschi, Elvezia Maria
Ziliotto, Nicole
Bottaro, Sandro
Rimoldi, Valeria
Gerussi, Alessio
Azimonti, Andrea
Brenna, Daniele
Brunati, Andrea
Cameroni, Charlotte
Campanaro, Giovanni
Carloni, Francesca
Cavadini, Giacomo
Ciravegna, Martina
Composto, Antonio
Converso, Giuseppe
Corbella, Pierluigi
D’Eugenio, Davide
Dal Rì, Giovanna
Di Giorgio, Sofia Maria
Grondelli, Maria Chiara
Guerrera, Lorenza
Laffoucriere, Georges
Lando, Beatrice
Lopedote, Leandro
Maizza, Benedetta
Marconi, Elettra
Mariola, Carlotta
Matronola, Guia Margherita
Menga, Luca Maria
Montorsi, Giulia
Papatolo, Antonio
Patti, Riccardo
Profeta, Lorenzo
Rebasti, Vera
Smidili, Alice
Tarchi, Sofia Maria
Tartaglia, Francesco Carlo
Tettamanzi, Gaia
Tinelli, Elena
Stuani, Riccardo
Bolchini, Cristiana
Pattini, Linda
Invernizzi, Pietro
Degenhardt, Frauke
Franke, Andre
Duga, Stefano
Asselta, Rosanna
author_facet Cappadona, Claudio
Paraboschi, Elvezia Maria
Ziliotto, Nicole
Bottaro, Sandro
Rimoldi, Valeria
Gerussi, Alessio
Azimonti, Andrea
Brenna, Daniele
Brunati, Andrea
Cameroni, Charlotte
Campanaro, Giovanni
Carloni, Francesca
Cavadini, Giacomo
Ciravegna, Martina
Composto, Antonio
Converso, Giuseppe
Corbella, Pierluigi
D’Eugenio, Davide
Dal Rì, Giovanna
Di Giorgio, Sofia Maria
Grondelli, Maria Chiara
Guerrera, Lorenza
Laffoucriere, Georges
Lando, Beatrice
Lopedote, Leandro
Maizza, Benedetta
Marconi, Elettra
Mariola, Carlotta
Matronola, Guia Margherita
Menga, Luca Maria
Montorsi, Giulia
Papatolo, Antonio
Patti, Riccardo
Profeta, Lorenzo
Rebasti, Vera
Smidili, Alice
Tarchi, Sofia Maria
Tartaglia, Francesco Carlo
Tettamanzi, Gaia
Tinelli, Elena
Stuani, Riccardo
Bolchini, Cristiana
Pattini, Linda
Invernizzi, Pietro
Degenhardt, Frauke
Franke, Andre
Duga, Stefano
Asselta, Rosanna
author_sort Cappadona, Claudio
collection PubMed
description Severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2) is the etiologic agent of the coronavirus disease 2019 (COVID-19) pandemic. Besides virus intrinsic characteristics, the host genetic makeup is predicted to account for the extreme clinical heterogeneity of the disease, which is characterized, among other manifestations, by a derangement of hemostasis associated with thromboembolic events. To date, large-scale studies confirmed that genetic predisposition plays a role in COVID-19 severity, pinpointing several susceptibility genes, often characterized by immunologic functions. With these premises, we performed an association study of common variants in 32 hemostatic genes with COVID-19 severity. We investigated 49,845 single-nucleotide polymorphism in a cohort of 332 Italian severe COVID-19 patients and 1668 controls from the general population. The study was conducted engaging a class of students attending the second year of the MEDTEC school (a six-year program, held in collaboration between Humanitas University and the Politecnico of Milan, allowing students to gain an MD in Medicine and a Bachelor’s Degree in Biomedical Engineering). Thanks to their willingness to participate in the fight against the pandemic, we evidenced several suggestive hits (p < 0.001), involving the PROC, MTHFR, MTR, ADAMTS13, and THBS2 genes (top signal in PROC: chr2:127192625:G:A, OR = 2.23, 95%CI = 1.50–3.34, p = 8.77 × 10(−5)). The top signals in PROC, MTHFR, MTR, ADAMTS13 were instrumental for the construction of a polygenic risk score, whose distribution was significantly different between cases and controls (p = 1.62 × 10(−8) for difference in median levels). Finally, a meta-analysis performed using data from the Regeneron database confirmed the contribution of the MTHFR variant chr1:11753033:G:A to the predisposition to severe COVID-19 (pooled OR = 1.21, 95%CI = 1.09–1.33, p = 4.34 × 10(−14) in the weighted analysis).
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spelling pubmed-86228452021-11-27 MEDTEC Students against Coronavirus: Investigating the Role of Hemostatic Genes in the Predisposition to COVID-19 Severity Cappadona, Claudio Paraboschi, Elvezia Maria Ziliotto, Nicole Bottaro, Sandro Rimoldi, Valeria Gerussi, Alessio Azimonti, Andrea Brenna, Daniele Brunati, Andrea Cameroni, Charlotte Campanaro, Giovanni Carloni, Francesca Cavadini, Giacomo Ciravegna, Martina Composto, Antonio Converso, Giuseppe Corbella, Pierluigi D’Eugenio, Davide Dal Rì, Giovanna Di Giorgio, Sofia Maria Grondelli, Maria Chiara Guerrera, Lorenza Laffoucriere, Georges Lando, Beatrice Lopedote, Leandro Maizza, Benedetta Marconi, Elettra Mariola, Carlotta Matronola, Guia Margherita Menga, Luca Maria Montorsi, Giulia Papatolo, Antonio Patti, Riccardo Profeta, Lorenzo Rebasti, Vera Smidili, Alice Tarchi, Sofia Maria Tartaglia, Francesco Carlo Tettamanzi, Gaia Tinelli, Elena Stuani, Riccardo Bolchini, Cristiana Pattini, Linda Invernizzi, Pietro Degenhardt, Frauke Franke, Andre Duga, Stefano Asselta, Rosanna J Pers Med Article Severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2) is the etiologic agent of the coronavirus disease 2019 (COVID-19) pandemic. Besides virus intrinsic characteristics, the host genetic makeup is predicted to account for the extreme clinical heterogeneity of the disease, which is characterized, among other manifestations, by a derangement of hemostasis associated with thromboembolic events. To date, large-scale studies confirmed that genetic predisposition plays a role in COVID-19 severity, pinpointing several susceptibility genes, often characterized by immunologic functions. With these premises, we performed an association study of common variants in 32 hemostatic genes with COVID-19 severity. We investigated 49,845 single-nucleotide polymorphism in a cohort of 332 Italian severe COVID-19 patients and 1668 controls from the general population. The study was conducted engaging a class of students attending the second year of the MEDTEC school (a six-year program, held in collaboration between Humanitas University and the Politecnico of Milan, allowing students to gain an MD in Medicine and a Bachelor’s Degree in Biomedical Engineering). Thanks to their willingness to participate in the fight against the pandemic, we evidenced several suggestive hits (p < 0.001), involving the PROC, MTHFR, MTR, ADAMTS13, and THBS2 genes (top signal in PROC: chr2:127192625:G:A, OR = 2.23, 95%CI = 1.50–3.34, p = 8.77 × 10(−5)). The top signals in PROC, MTHFR, MTR, ADAMTS13 were instrumental for the construction of a polygenic risk score, whose distribution was significantly different between cases and controls (p = 1.62 × 10(−8) for difference in median levels). Finally, a meta-analysis performed using data from the Regeneron database confirmed the contribution of the MTHFR variant chr1:11753033:G:A to the predisposition to severe COVID-19 (pooled OR = 1.21, 95%CI = 1.09–1.33, p = 4.34 × 10(−14) in the weighted analysis). MDPI 2021-11-09 /pmc/articles/PMC8622845/ /pubmed/34834519 http://dx.doi.org/10.3390/jpm11111166 Text en © 2021 by the authors. https://creativecommons.org/licenses/by/4.0/Licensee MDPI, Basel, Switzerland. This article is an open access article distributed under the terms and conditions of the Creative Commons Attribution (CC BY) license (https://creativecommons.org/licenses/by/4.0/).
spellingShingle Article
Cappadona, Claudio
Paraboschi, Elvezia Maria
Ziliotto, Nicole
Bottaro, Sandro
Rimoldi, Valeria
Gerussi, Alessio
Azimonti, Andrea
Brenna, Daniele
Brunati, Andrea
Cameroni, Charlotte
Campanaro, Giovanni
Carloni, Francesca
Cavadini, Giacomo
Ciravegna, Martina
Composto, Antonio
Converso, Giuseppe
Corbella, Pierluigi
D’Eugenio, Davide
Dal Rì, Giovanna
Di Giorgio, Sofia Maria
Grondelli, Maria Chiara
Guerrera, Lorenza
Laffoucriere, Georges
Lando, Beatrice
Lopedote, Leandro
Maizza, Benedetta
Marconi, Elettra
Mariola, Carlotta
Matronola, Guia Margherita
Menga, Luca Maria
Montorsi, Giulia
Papatolo, Antonio
Patti, Riccardo
Profeta, Lorenzo
Rebasti, Vera
Smidili, Alice
Tarchi, Sofia Maria
Tartaglia, Francesco Carlo
Tettamanzi, Gaia
Tinelli, Elena
Stuani, Riccardo
Bolchini, Cristiana
Pattini, Linda
Invernizzi, Pietro
Degenhardt, Frauke
Franke, Andre
Duga, Stefano
Asselta, Rosanna
MEDTEC Students against Coronavirus: Investigating the Role of Hemostatic Genes in the Predisposition to COVID-19 Severity
title MEDTEC Students against Coronavirus: Investigating the Role of Hemostatic Genes in the Predisposition to COVID-19 Severity
title_full MEDTEC Students against Coronavirus: Investigating the Role of Hemostatic Genes in the Predisposition to COVID-19 Severity
title_fullStr MEDTEC Students against Coronavirus: Investigating the Role of Hemostatic Genes in the Predisposition to COVID-19 Severity
title_full_unstemmed MEDTEC Students against Coronavirus: Investigating the Role of Hemostatic Genes in the Predisposition to COVID-19 Severity
title_short MEDTEC Students against Coronavirus: Investigating the Role of Hemostatic Genes in the Predisposition to COVID-19 Severity
title_sort medtec students against coronavirus: investigating the role of hemostatic genes in the predisposition to covid-19 severity
topic Article
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8622845/
https://www.ncbi.nlm.nih.gov/pubmed/34834519
http://dx.doi.org/10.3390/jpm11111166
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