Author: "Gabriella Coiro" / Topic: humans - Searchworks@Jio Institute Digital Library Search Results

5 results on '"Gabriella Coiro"'

1. Carriers of ADAMTS13 Rare Variants Are at High Risk of Life-Threatening COVID-19

Author: Zguro, Kristina, Baldassarri, Margherita, Fava, Francesca, Beligni, Giada, Daga, Sergio, Leoncini, Roberto, Galasso, Lucrezia, Cirianni, Michele, Rusconi, Stefano, Siano, Matteo, Francisci, Daniela, Schiaroli, Elisabetta, Luchi, Sauro, Morelli, Giovanna, Martinelli, Enrico, Girardis, Massimo, Busani, Stefano, Parisi, Saverio Giuseppe, Panese, Sandro, Piscopo, Carmelo, Capasso, Mario, Tacconi, Danilo, Spertilli Raffaelli, Chiara, Giliberti, Annarita, Gori, Giulia, Katsikis, Peter D, Lorubbio, Maria, Calzoni, Paola, Ognibene, Agostino, Bocchia, Monica, Tozzi, Monica, Bucalossi, Alessandro, Marotta, Giuseppe, Furini, Simone, Gen-Covid Multicenter Study, Null, Renieri, Alessandra, Fallerini, Chiara, GEN-COVID Multicenter Study, Mari, Francesca, Bruttini, Mirella, Meloni, Ilaria, Croci, Susanna, Gabriella, Doddato, Serio, VIOLA BIANCA, Mirjam, Lista, Maffeo, Debora, Pasquinelli, Elena, Ludovica, Mercuri, Brunelli, Giulia, Rossella, Tita, Maria Antonietta Mencarelli, LO RIZZO, Caterina, Pinto, ANNA MARIA, Ariani, Francesca, Montagnani, Francesca, Tumbarello, Mario, Ilaria, Rancan, Massimiliano, Fabbiani, Bargagli, Elena, Bergantini, Laura, D'Alessandro, Miriana, Cameli, Paolo, Bennett, David, Federico, Anedda, Simona, Marcantonio, Scolletta, Sabino, Franchi, Federico, Mazzei, MARIA ANTONIETTA, Susanna, Guerrini, Edoardo, Conticini, Cantarini, Luca, Frediani, Bruno, Marco, Feri, Alice, Donati, Raffaele, Scala, Luca, Guidelli, Genni, Spargi, Marta, Corridi, Cesira, Nencioni, Leonardo, Croci, Gian Piero Caldarelli, Davide, Romani, Paolo, Piacentini, Maria, Bandini, Elena, Desanctis, Silvia, Cappelli, Anna, Canaccini, Agnese, Verzuri, Valentina, Anemoli, Manola, Pisani, Alessandro, Pancrazzi, Massimo, Vaghi, Antonella D’Arminio Monforte, Federica Gaia Miraglia, Mondelli, Mario U., Stefania, Mantovani, Raffaele, Bruno, Marco, Vecchia, Marcello, Maffezzoni, Sophie, Venturelli, Andrea, Cossarizza, Andrea, Antinori, Alessandra, Vergori, Arianna, Emiliozzi, Arianna, Gabrieli, Agostino, Riva, Andrea, Tommasi, Pier Giorgio Scotton, Francesca, Andretta, Stefano, Baratti, Renzo, Scaggiante, Francesca, Gatti, Francesco, Castelli, Eugenia, Quiros-Roldan, Melania Degli Antoni, Isabella, Zanella, Matteo della Monica, Roberta, Russo, Immacolata, Andolfo, Achille, Iolascon, Giuseppe, Fiorentino, Massimo, Carella, Marco, Castori, Giuseppe, Merla, Gabriella Maria Squeo, Filippo, Aucella, Pamela, Raggi, Rita, Perna, Matteo, Bassetti, Antonio Di Biagio, Maurizio, Sanguinetti, Luca, Masucci, Alessandra, Guarnaccia, Valente, Serafina, Alex Di Florio, Mandala', Marco, Giorli, Alessia, Salerni, Lorenzo, Patrizia, Zucchi, Pierpaolo, Parravicini, Elisabetta, Menatti, Tullio, Trotta, Ferdinando, Giannattasio, Gabriella, Coiro, Fabio, Lena, Gianluca, Lacerenza, Cristina, Mussini, Luisa, Tavecchia, Lia, Crotti, Gianfranco, Parati, Roberto, Menè, Maurizio, Sanarico, Gori, Marco, Nicola, Picchiotti, Francesco, Raimondi, Alessandra, Stella, Filippo, Biscarini, Tiziana, Bachetti, Maria Teresa La Rovere, Maurizio, Bussotti, Serena, Ludovisi, Katia, Capitani, Chiara, Gabbi, Simona, Dei, Sabrina, Ravaglia, Rosangela, Artuso, Elena, Andreucci, Angelica, Pagliazzi, Erika, Fiorentini, Antonio, Perrella, Francesco, Bianchi, Paola, Bergomi, Emanuele, Catena, Riccardo, Colombo, Paola, Petrocelli, Sarah, Iacopini, Sara, Modica, Silvia, Baroni, Giulia, Micheli, Marco, Falcone, Giusy, Tiseo, Chiara, Barbieri, Tommaso, Matucci, Davide, Grassi, Claudio, Ferri, Franco, Marinangeli, Francesco, Brancati, Antonella, Vincenti, Valentina, Borgo, Stefania, Lombardi, Mirco, Lenzi, Massimo Antonio Di Pietro, Francesca, Vichi, Benedetta, Romanin, Letizia, Attala, Cecilia, Costa, Andrea, Gabbuti, Alessio, Bellucci, Marta, Colaneri, Patrizia, Casprini, Cristoforo, Pomara, Massimiliano, Esposito, Marco Antonio Bellini, Zguro, Kristina, Baldassarri, Margherita, Fava, Francesca, Beligni, Giada, Daga, Sergio, Leoncini, Roberto, Galasso, Lucrezia, Cirianni, Michele, Rusconi, Stefano, Siano, Matteo, Francisci, Daniela, Schiaroli, Elisabetta, Luchi, Sauro, Morelli, Giovanna, Martinelli, Enrico, Girardis, Massimo, Busani, Stefano, Parisi, Saverio Giuseppe, Panese, Sandro, Piscopo, Carmelo, Capasso, Mario, Tacconi, Danilo, Spertilli Raffaelli, Chiara, Giliberti, Annarita, Gori, Giulia, Katsikis, Peter D, Lorubbio, Maria, Calzoni, Paola, Ognibene, Agostino, Bocchia, Monica, Tozzi, Monica, Bucalossi, Alessandro, Marotta, Giuseppe, Furini, Simone, Gen-Covid Multicenter Study, Null, Renieri, Alessandra, Fallerini, Chiara, Gen-Covid Multicenter Study, null, and Immunology
Subjects: Thrombotic Thrombocytopenic, Purpura, Thrombotic Thrombocytopenic, SARS-CoV-2, COVID-19, ADAMTS13, thromboembolism, add-on therapy, ADAMTS13 Protein, ADAM Proteins, Infectious Diseases, SDG 3 - Good Health and Well-being, Virology, von Willebrand Factor, Humans, Purpura
Abstract: Thrombosis of small and large vessels is reported as a key player in COVID-19 severity. However, host genetic determinants of this susceptibility are still unclear. Congenital Thrombotic Thrombocytopenic Purpura is a severe autosomal recessive disorder characterized by uncleaved ultra-large vWF and thrombotic microangiopathy, frequently triggered by infections. Carriers are reported to be asymptomatic. Exome analysis of about 3000 SARS-CoV-2 infected subjects of different severities, belonging to the GEN-COVID cohort, revealed the specific role of vWF cleaving enzyme ADAMTS13 (A disintegrin-like and metalloprotease with thrombospondin type 1 motif, 13). We report here that ultra-rare variants in a heterozygous state lead to a rare form of COVID-19 characterized by hyper-inflammation signs, which segregates in families as an autosomal dominant disorder conditioned by SARS-CoV-2 infection, sex, and age. This has clinical relevance due to the availability of drugs such as Caplacizumab, which inhibits vWF–platelet interaction, and Crizanlizumab, which, by inhibiting P-selectin binding to its ligands, prevents leukocyte recruitment and platelet aggregation at the site of vascular damage.
Published: 2022

2. An explainable model of host genetic interactions linked to COVID-19 severity

Author: Onoja, Anthony, Picchiotti, Nicola, Fallerini, Chiara, Baldassarri, Margherita, Fava, Francesca, Colombo, Francesca, Chiaromonte, Francesca, Renieri, Alessandra, Furini, Simone, Raimondi, Francesco GEN-COVID Multicenter Study: Francesca Mari, Sergio, Daga, Elisa, Benetti, Mirella, Bruttini, Maria, Palmieri, Susanna, Croci, Sara, Amitrano, Ilaria, Meloni, Elisa, Frullanti, Gabriella, Doddato, Mirjam, Lista, Giada, Beligni, Floriana, Valentino, Kristina, Zguro, Rossella, Tita, Annarita, Giliberti, Maria Antonietta Mencarelli, Caterina Lo Rizzo, Anna Maria Pinto, Francesca, Ariani, Laura Di Sarno, Francesca, Montagnani, Mario, Tumbarello, Ilaria, Rancan, Massimiliano, Fabbiani, Barbara, Rossetti, Laura, Bergantini, Miriana, D'Alessandro, Paolo, Cameli, David, Bennett, Federico, Anedda, Simona, Marcantonio, Sabino, Scolletta, Federico, Franchi, Maria Antonietta Mazzei, Susanna, Guerrini, Edoardo, Conticini, Luca, Cantarini, Bruno, Frediani, Danilo, Tacconi, Chiara Spertilli Raffaelli, Marco, Feri, Alice, Donati, Raffaele, Scala, Luca, Guidelli, Genni, Spargi, Marta, Corridi, Cesira, Nencioni, Leonardo, Croci, Gian Piero Caldarelli, Davide, Romani, Paolo, Piacentini, Maria, Bandini, Elena, Desanctis, Silvia, Cappelli, Anna, Canaccini, Agnese, Verzuri, Valentina, Anemoli, Manola, Pisani, Agostino, Ognibene, Alessandro, Pancrazzi, Maria, Lorubbio, Massimo, Vaghi, Antonella D'Arminio Monforte, Federica Gaia Miraglia, Raffaele, Bruno, Marco, Vecchia, Massimo, Girardis, Sophie, Venturelli, Stefano, Busani, Andrea, Cossarizza, Andrea, Antinori, Alessandra, Vergori, Arianna, Emiliozzi, Stefano, Rusconi, Matteo, Siano, Arianna, Gabrieli, Agostino, Riva, Daniela, Francisci, Elisabetta, Schiaroli, Francesco, Paciosi, Andrea, Tommasi, Umberto, Zuccon, Lucia, Vietri, Pier Giorgio Scotton, Francesca, Andretta, Sandro, Panese, Stefano, Baratti, Renzo, Scaggiante, Francesca, Gatti, Saverio Giuseppe Parisi, Francesco, Castelli, Eugenia, Quiros-Roldan, Melania Degli Antoni, Isabella, Zanella, Matteo Della Monica, Carmelo, Piscopo, Mario, Capasso, Roberta, Russo, Immacolata, Andolfo, Achille, Iolascon, Giuseppe, Fiorentino, Massimo, Carella, Marco, Castori, Filippo, Aucella, Pamela, Raggi, Rita, Perna, Matteo, Bassetti, Antonio Di Biagio, Maurizio, Sanguinetti, Luca, Masucci, Alessandra, Guarnaccia, Serafina, Valente, Oreste De Vivo, Elena, Bargagli, Marco, Mandalà, Alessia, Giorli, Lorenzo, Salerni, Patrizia, Zucchi, Pierpaolo, Parravicini, Elisabetta, Menatti, Tullio, Trotta, Ferdinando, Giannattasio, Gabriella, Coiro, Fabio, Lena, Gianluca, Lacerenza, Domenico, A Coviello, Cristina, Mussini, Enrico, Martinelli, Luisa, Tavecchia, Mary Ann Belli, Lia, Crotti, Gianfranco, Parati, Maurizio, Sanarico, Filippo, Biscarini, Alessandra, Stella, Marco, Rizzi, Franco, Maggiolo, Diego, Ripamonti, Claudia, Suardi, Tiziana, Bachetti, Maria Teresa La Rovere, Simona, Sarzi-Braga, Maurizio, Bussotti, Katia, Capitani, Simona, Dei, Sabrina, Ravaglia, Rosangela, Artuso, Elena, Andreucci, Giulia, Gori, Angelica, Pagliazzi, Erika, Fiorentini, Antonio, Perrella, Francesco, Bianchi, Paola, Bergomi, Emanuele, Catena, Riccardo, Colombo, Sauro, Luchi, Giovanna, Morelli, Paola, Petrocelli, Sarah, Iacopini, Sara, Modica, Silvia, Baroni, Francesco Vladimiro Segala, Francesco, Menichetti, Marco, Falcone, Giusy, Tiseo, Chiara, Barbieri, Tommaso, Matucci, Grassi, Davide, Ferri, Claudio, Marinangeli, Franco, Brancati, Francesco, Antonella, Vincenti, Valentina, Borgo, Lombardi, Stefania, Mirco, Lenzi, Massimo Antonio Di Pietro, Francesca, Vichi, Benedetta, Romanin, Letizia, Attala, Cecilia, Costa, Andrea, Gabbuti, Roberto, Menè, Marta, Colaneri, Patrizia, Casprini, Giuseppe, Merla, Gabriella Maria Squeo, Marcello, Maffezzoni, Stefania, Mantovani, Mario, U Mondelli, Serena, Ludovisi, Onoja, Anthony, Picchiotti, Nicola, Fallerini, Chiara, Baldassarri, Margherita, Fava, Francesca, nbsp, Multicenter Study, GEN-COVID, Colombo, Francesca, Chiaromonte, Francesca, Renieri, Alessandra, Furini, Simone, Raimondi, Francesco, Anthony, O, Nicola, P, Chiara, F, Margherita, B, Francesca, F, Francesca, C, Alessandra, R, Simone, F, Francesco, R, Mari, F, Daga, S, Benetti, E, Bruttini, M, Palmieri, M, Croci, S, Amitrano, S, Meloni, I, Frullanti, E, Doddato, G, Lista, M, Beligni, G, Valentino, F, Zguro, K, Tita, R, Giliberti, A, Antonietta Mencarelli, M, Lo Rizzo, C, Maria Pinto, A, Ariani, F, Di Sarno, L, Montagnani, F, Tumbarello, M, Rancan, I, Fabbiani, M, Rossetti, B, Bergantini, L, D’Alessandro, M, Cameli, P, Bennett, D, Anedda, F, Marcantonio, S, Scolletta, S, Franchi, F, Antonietta Mazzei, M, Guerrini, S, Conticini, E, Cantarini, L, Frediani, B, Tacconi, D, Spertilli Raffaelli, C, Feri, M, Donati, A, Scala, R, Guidelli, L, Spargi, G, Corridi, M, Nencioni, C, Croci, L, Piero Caldarelli, G, Romani, D, Piacentini, P, Bandini, M, Desanctis, E, Cappelli, S, Canaccini, A, Verzuri, A, Anemoli, V, Pisani, M, Ognibene, A, Pancrazzi, A, Lorubbio, M, Vaghi, M, D’Arminio Monforte, A, Gaia Miraglia, F, Bruno, R, Vecchia, M, Girardis, M, Venturelli, S, Busani, S, Cossarizza, A, Antinori, A, Vergori, A, Emiliozzi, A, Rusconi, S, Siano, M, Gabrieli, A, Riva, A, Francisci, D, Schiaroli, E, Paciosi, F, Tommasi, A, Zuccon, U, Vietri, L, Giorgio Scotton, P, Andretta, F, Panese, S, Baratti, S, Scaggiante, R, Gatti, F, Giuseppe Parisi, S, Castelli, F, Quiros-Roldan, E, Degli Antoni, M, Zanella, I, Della Monica, M, Piscopo, C, Capasso, M, Russo, R, Andolfo, I, Iolascon, A, Fiorentino, G, Carella, M, Castori, M, Aucella, F, Raggi, P, Perna, R, Bassetti, M, Di Biagio, A, Sanguinetti, M, Masucci, L, Guarnaccia, A, Valente, S, De Vivo, O, Bargagli, E, Mandalà, M, Giorli, A, Salerni, L, Zucchi, P, Parravicini, P, Menatti, E, Trotta, T, Giannattasio, F, Coiro, G, Lena, F, Lacerenza, G, Coviello, D, Mussini, C, Martinelli, E, Tavecchia, L, Ann Belli, M, Crotti, L, Parati, G, Sanarico, M, Biscarini, F, Stella, A, Rizzi, M, Maggiolo, F, Ripamonti, D, Suardi, C, Bachetti, T, Teresa La Rovere, M, Sarzi-Braga, S, Bussotti, M, Capitani, K, Dei, S, Ravaglia, S, Artuso, R, Andreucci, E, Gori, G, Pagliazzi, A, Fiorentini, E, Perrella, A, Bianchi, F, Bergomi, P, Catena, E, Colombo, R, Luchi, S, Morelli, G, Petrocelli, P, Iacopini, S, Modica, S, Baroni, S, Vladimiro Segala, F, Menichetti, F, Falcone, M, Tiseo, G, Barbieri, C, Matucci, T, Grassi, D, Ferri, C, Marinangeli, F, Brancati, F, Vincenti, A, Borgo, V, Lombardi, S, Lenzi, M, Antonio Di Pietro, M, Vichi, F, Romanin, B, Attala, L, Costa, C, Gabbuti, A, Menè, R, Colaneri, M, Casprini, P, Merla, G, Maria Squeo, G, Maffezzoni, M, Mantovani, S, Mondelli &amp, M, and Ludovisi, S
Subjects: Genetics, Coronavirus disease 2019 (COVID-19), Host (biology), COVID-19, Medicine (miscellaneous), Settore BIO/11 - Biologia Molecolare, Biology, Settore MED/07 - MICROBIOLOGIA E MICROBIOLOGIA CLINICA, Whole Exome Sequencing, General Biochemistry, Genetics and Molecular Biology, machine learning, Phenotype, Exome Sequencing, Humans, Genetic Predisposition to Disease, Genome-Wide Association Study, General Agricultural and Biological Sciences, COVID, Human
Abstract: We employed a multifaceted computational strategy to identify the genetic factors contributing to increased risk of severe COVID-19 infection from a Whole Exome Sequencing (WES) dataset of a cohort of 2000 Italian patients. We coupled a stratified k-fold screening, to rank variants more associated with severity, with training of multiple supervised classifiers, to predict severity on the basis of screened features. Feature importance analysis from tree-based models allowed to identify a handful of 16 variants with highest support which, together with age and gender covariates, were found to be most predictive of COVID-19 severity. When tested on a follow-up cohort, our ensemble of models predicted severity with good accuracy (ACC=81.88%; ROC_AUC=96%; MCC=61.55%). Principal Component Analysis (PCA) and clustering of patients on important variants orthogonally identified two groups of individuals with a higher fraction of severe cases. Our model recapitulated a vast literature of emerging molecular mechanisms and genetic factors linked to COVID-19 response and extends previous landmark Genome Wide Association Studies (GWAS). It revealed a network of interplaying genetic signatures converging on established immune system and inflammatory processes linked to viral infection response, such as JAK-STAT, Cytokine, Interleukin, and C-type lectin receptor signaling. It also identified additional processes cross-talking with immune pathways, such as GPCR signalling, which might offer additional opportunities for therapeutic intervention and patient stratification. Publicly available PheWAS datasets revealed that several variants were significantly associated with phenotypic traits such as “Respiratory or thoracic disease”, confirming their link with COVID-19 severity outcome. Taken together, our analysis suggests that curated genetic information can be effectively integrated along with other patient clinical covariates to forecast COVID-19 disease severity and dissect the underlying host genetic mechanisms for personalized medicine treatments.
Published: 2022
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3. Common, low-frequency, rare, and ultra-rare coding variants contribute to COVID-19 severity

Author: Fallerini, Chiara, Picchiotti, Nicola, Baldassarri, Margherita, Zguro, Kristina, Daga, Sergio, Fava, Francesca, Benetti, Elisa, Amitrano, Sara, Bruttini, Mirella, Palmieri, Maria, Croci, Susanna, Lista, Mirjam, Beligni, Giada, Valentino, Floriana, Meloni, Ilaria, Tanfoni, Marco, Minnai, Francesca, Colombo, Francesca, Cabri, Enrico, Fratelli, Maddalena, Gabbi, Chiara, Mantovani, Stefania, Frullanti, Elisa, Gori, Marco, Crawley, Francis P, Butler-Laporte, Guillaume, Richards, Brent, Zeberg, Hugo, Lipcsey, Miklos, Hultström, Michael, Ludwig, Kerstin U, Schulte, Eva C, Pairo-Castineira, Erola, Baillie, John Kenneth, Schmidt, Axel, Frithiof, Robert, Mari, Francesca, Renieri, Alessandra, Furini, Simone Simone Furini, Francesca, Montagnani, Mario, Tumbarello, Ilaria, Rancan, Massimiliano, Fabbiani, Barbara, Rossetti, Laura, Bergantini, Miriana, D'Alessandro, Paolo, Cameli, David, Bennett, Federico, Anedda, Simona, Marcantonio, Sabino, Scolletta, Federico, Franchi, Maria Antonietta Mazzei, Susanna, Guerrini, Edoardo, Conticini, Luca, Cantarini, Bruno, Frediani, Danilo, Tacconi, Chiara Spertilli Raffaelli, Marco, Feri, Alice, Donati, Raffaele, Scala, Luca, Guidelli, Genni, Spargi, Marta, Corridi, Cesira, Nencioni, Leonardo, Croci, Gian Piero Caldarelli, Maurizio, Spagnesi, Davide, Romani, Paolo, Piacentini, Maria, Bandini, Elena, Desanctis, Silvia, Cappelli, Anna, Canaccini, Agnese, Verzuri, Valentina, Anemoli, Manola, Pisani, Agostino, Ognibene, Alessandro, Pancrazzi, Maria, Lorubbio, Massimo, Vaghi, Antonella, D 'Arminio Monforte, Federica Gaia Miraglia, Mario, U Mondelli, Massimo, Girardis, Sophie, Venturelli, Stefano, Busani, Andrea, Cossarizza, Andrea, Antinori, Alessandra, Vergori, Arianna, Emiliozzi, Stefano, Rusconi, Matteo, Siano, Arianna, Gabrieli, Agostino, Riva, Daniela, Francisci, Elisabetta, Schiaroli, Francesco, Paciosi, Andrea, Tommasi, Pier Giorgio Scotton, Francesca, Andretta, Sandro, Panese, Stefano, Baratti, Renzo, Scaggiante, Francesca, Gatti, Saverio Giuseppe Parisi, Francesco, Castelli, Eugenia, Quiros-Roldan, Melania Degli Antoni, Isabella, Zanella, Matteo Della Monica, Carmelo, Piscopo, Mario, Capasso, Roberta, Russo, Immacolata, Andolfo, Achille, Iolascon, Giuseppe, Fiorentino, Massimo, Carella, Marco, Castori, Filippo, Aucella, Pamela, Raggi, Rita, Perna, Matteo, Bassetti, Antonio Di Biagio, Maurizio, Sanguinetti, Luca, Masucci, Alessandra, Guarnaccia, Serafina, Valente, Oreste De Vivo, Gabriella, Doddato, Rossella, Tita, Annarita, Giliberti, Maria Antonietta Mencarelli, Caterina Lo Rizzo, Anna Maria Pinto, Valentina, Perticaroli, Francesca, Ariani, Miriam Lucia Carriero, Laura Di Sarno, Diana, Alaverdian, Elena, Bargagli, Marco, Mandalà, Alessia, Giorli, Lorenzo, Salerni, Patrizia, Zucchi, Pierpaolo, Parravicini, Elisabetta, Menatti, Tullio, Trotta, Ferdinando, Giannattasio, Gabriella, Coiro, Fabio, Lena, Leonardo Gianluca Lacerenza, Domenico, A Coviello, Cristina, Mussini, Enrico, Martinelli, Sandro, Mancarella, Luisa, Tavecchia, Mary Ann Belli, Lia, Crotti, Gianfranco, Parati, Maurizio, Sanarico, Francesco, Raimondi, Filippo, Biscarini, Alessandra, Stella, Marco, Rizzi, Franco, Maggiolo, Diego, Ripamonti, Claudia, Suardi, Tiziana, Bachetti, Maria Teresa La Rovere, Simona, Sarzi-Braga, Maurizio, Bussotti, Katia, Capitani, Simona, Dei, Sabrina, Ravaglia, Rosangela, Artuso, Elena, Andreucci, Giulia, Gori, Angelica, Pagliazzi, Erika, Fiorentini, Antonio, Perrella, Francesco, Bianchi, Paola, Bergomi, Emanuele, Catena, Riccardo, Colombo, Sauro, Luchi, Giovanna, Morelli, Paola, Petrocelli, Sarah, Iacopini, Sara, Modica, Silvia, Baroni, Francesco Vladimiro Segala, Francesco, Menichetti, Marco, Falcone, Giusy, Tiseo, Chiara, Barbieri, Tommaso, Matucci, Grassi, Davide, Ferri, Claudio, Marinangeli, Franco, Brancati, Francesco, Antonella, Vincenti, Valentina, Borgo, Lombardi, Stefania, Mirco, Lenzi, Massimo Antonio Di Pietro, Francesca, Vichi, Benedetta, Romanin, Letizia, Attala, Cecilia, Costa, Andrea, Gabbuti, Menè, Roberto, Umberto, Zuccon, Lucia, Vietri, Stefano, Ceri, Pietro, Pinoli, Patrizia, Casprini, Giuseppe, Merla, Gabriella Maria Squeo, Marcello, Maffezzoni, Raffaele, Bruno, Marco, Vecchia, Marta, Colaneri, Serena, Ludovisi, Yanara, Marincevic-Zuniga, Jessica, Nordlund, Tomas, Luther, Anders, Larsson, Katja Hanslin Anna Gradin, Sarah, Galien, Sara Bulow Anderberg, Jacob, Rosén, Sten, Rubertsson, Hugo, Zeberg, Robert, Frithiof, Miklós, Lipcsey, Michael, Hultström, Sara Clohisey Peter Horby, Johnny, Millar, Julian, Knight, Hugh, Montgomery, David, Maslove, Lowell, Ling, Alistair, Nichol, Charlotte, Summers, Tim, Walsh, Charles, Hinds, Malcolm, G Semple, Peter J, M Openshaw, Manu, Shankar-Hari, Antonia, Ho, Danny, Mcauley, Chris, Ponting, Kathy, Rowan, J Kenneth Baillie, Fiona, Griffiths, Wilna, Oosthuyzen, Jen, Meikle, Paul, Finernan, James, Furniss, Ellie, Mcmaster, Andy, Law, Sara, Clohisey, Trevor, Paterson, Tony, Wackett, Ruth, Armstrong, Lee, Murphy, Angie, Fawkes, Richard, Clark, Audrey, Coutts, Lorna, Donnelly, Tammy, Gilchrist, Katarzyna, Hafezi, Louise, Macgillivray, Alan, Maclean, Sarah, Mccafferty, Kirstie, Morrice, Jane, Weaver, Ceilia, Boz, Ailsa, Golightly, Mari, Ward, Hanning, Mal, Helen, Szoor-McElhinney, Adam, Brown, Ross, Hendry, Andrew, Stenhouse, Louise, Cullum, Dawn, Law, Sarah, Law, Rachel, Law, Max Head Fourman, Maaike, Swets, Nicky, Day, Filip, Taneski, Esther, Duncan, Marie, Zechner, Nicholas, Parkinson, Erola, Pairo-Castineira, Lucija, Klaric, Andrew, D Bretherick, Konrad, Rawlik, Dorota, Pasko, Susan, Walker, Nick, Parkinson, Clark, D Russell, Anne, Richmond, Elvina, Gountouna, David, Harrison, Wang, Bo, Yang, Wu, Alison, Meynert, Athanasios, Kousathanas, Loukas, Moutsianas, Zhijian, Yang, Ranran, Zhai, Chenqing, Zheng, Graeme, Grimes, Jonathan, Millar, Barbara, Shih, Jian, Yang, Xia, Shen, Chris, P Ponting, Albert, Tenesa, Andrew, Law, Veronique, Vitart, James, F Wilson, Collier, D, Wood, S, Zak, A, Borra, C, Matharu, M, May, P, Alldis, Z, Mitchelmore, O, Bowles, R, Easthorpe, A, Bibi, F, Lancoma-Malcolm, I, Gurasashvili, J, Pheby, J, Shiel, J, Bolton, M, Patel, M, Taylor, M, Zongo, O, Ebano, P, Harding, P, Astin-Chamberlain, R, Choudhury, Y, Cox, A, Kallon, D, Burton, M, Hall, R, Blowes, S, Prime, Z, Biddle, J, Prysyazhna, O, Newman, T, Tierney, C, Kassam, J, Shankar-Hari, M, Ostermann, M, Campos, S, Bociek, A, Lim, R, Grau, N, O Jones, T, Whitton, C, Marotti, M, Arbane, G, Bonner, S, Hugill, K, Reid, J, Welters, I, Waugh, V, Williams, K, Shaw, D, J Fernandez Roman, M Lopez Martinez, Johnson, E, Waite, A, Johnson, B, Hamilton, O, Mulla, S, Mcphail, M, Smith, J, K Baillie, J, Barclay, L, Hope, D, Mcculloch, C, Mcquillan, L, Clark, S, Singleton, J, Priestley, K, Rea, N, Callaghan, M, Campbell, R, Andrew, G, Marshall, L, Mckechnie, S, Hutton, P, Bashyal, A, Davidson, N, Summers, C, Polgarova, P, Stroud, K, Pathan, N, Elston, K, Agrawal, S, Battle, C, Newey, L, Rees, T, Harford, R, Brinkworth, E, 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Berkan-Kawinska, Andrzej, Horban, Justyna, Kowalska, Regina, Podlasin, Piotr, Wasilewski, Arsalin, Azzadin, Miroslaw, Czuczwar, Slawomir, Czaban, Paweł, Olszewski, Jacek, Bogocz, Magdalena, Ochab, Anna, Kruk, Sandra, Uszok, Agnieszka, Bielska, Anna, Szałkowska, Justyna, Raczkowska, Gabriela, Sokołowska, Joanna, Chorostowska-Wynimko, Aleksandra, Jezela-Stanek, Adriana, Roży, Urszula, Lechowicz, Urszula, Polowianiuk, Kamil, Grubczak, Aleksandra, Starosz, Andrzej, Eljaszewicz, Wiktoria, Izdebska, Adam, Krętowski, Robert, Flisiak, Marcin Moniuszko Malak Abedalthagafi Manal Alaamery, Salam, Massadeh, Mohamed, Fawzy, Hadeel, Albardis, Nora, Aljawini, Moneera, Alsuwailm, Faisal, Almalki, Serghei, Mangul, Junghyun, Jung, Hamdi, Mbarek, Chadi, Saad, Yaser, Al-Sarraj, Wadha, Al-Muftah, Radja, Badji, Asma Al Thani, Said, I Ismail, HGI, WES/WGS Working Group Within the, Consortium, GenOMICC, Study, GEN-COVID Multicenter, Renieri, Alessandra [0000-0002-0846-9220], Apollo - University of Cambridge Repository, NIHR, Fallerini, C, Picchiotti, N, Baldassarri, M, Zguro, K, Daga, S, Fava, F, Benetti, E, Amitrano, S, Bruttini, M, Palmieri, M, Croci, S, Lista, M, Beligni, G, Valentino, F, Meloni, I, Tanfoni, M, Minnai, F, Colombo, F, Cabri, E, Fratelli, M, Gabbi, C, Mantovani, S, Frullanti, E, Gori, M, Crawley, F, Butler-Laporte, G, Richards, B, Zeberg, H, Lipcsey, M, Hultström, M, Ludwig, K, Schulte, E, Pairo-Castineira, E, Baillie, J, Schmidt, A, Frithiof, R, Mari, F, Renieri, A, Furini, S, and Crotti, L
Subjects: Male, Medicin och hälsovetenskap, Linkage disequilibrium, Medizin, severity, Genome-wide association study, Disease, WES/WGS Working Group Within the HGI, Logistic regression, Severity of Illness Index, Medical and Health Sciences, Whole Exome Sequencing, Cohort Studies, 0302 clinical medicine, Lasso (statistics), GEN-COVID Multicenter Study, Germany, 80 and over, Genetics (clinical), Exome sequencing, Original Investigation, Genetics & Heredity, Aged, 80 and over, 0303 health sciences, Adult, Aged, COVID-19, Female, Humans, Italy, Middle Aged, Polymorphism, Single Nucleotide, Quebec, SARS-CoV-2, Sweden, United Kingdom, Genetic Predisposition to Disease, Phenotype, Single Nucleotide, covid-19, 1104 Complementary and Alternative Medicine, GenOMICC Consortium, Human, coding variants, Computational biology, Biology, 03 medical and health sciences, Exome Sequencing, Genetics, Polymorphism, Gene, 030304 developmental biology, 0604 Genetics, 1114 Paediatrics and Reproductive Medicine, Cohort Studie, 030217 neurology & neurosurgery, Coding (social sciences)
Abstract: The combined impact of common and rare exonic variants in COVID-19 host genetics is currently insufficiently understood. Here, common and rare variants from whole-exome sequencing data of about 4000 SARS-CoV-2-positive individuals were used to define an interpretable machine-learning model for predicting COVID-19 severity. First, variants were converted into separate sets of Boolean features, depending on the absence or the presence of variants in each gene. An ensemble of LASSO logistic regression models was used to identify the most informative Boolean features with respect to the genetic bases of severity. The Boolean features selected by these logistic models were combined into an Integrated PolyGenic Score that offers a synthetic and interpretable index for describing the contribution of host genetics in COVID-19 severity, as demonstrated through testing in several independent cohorts. Selected features belong to ultra-rare, rare, low-frequency, and common variants, including those in linkage disequilibrium with known GWAS loci. Noteworthily, around one quarter of the selected genes are sex-specific. Pathway analysis of the selected genes associated with COVID-19 severity reflected the multi-organ nature of the disease. The proposed model might provide useful information for developing diagnostics and therapeutics, while also being able to guide bedside disease management. Supplementary Information The online version contains supplementary material available at 10.1007/s00439-021-02397-7.
Published: 2021
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4. SARS-CoV-2 susceptibility and COVID-19 disease severity are associated with genetic variants affecting gene expression in a variety of tissues

Author: Matteo D’Antonio, Jennifer P. Nguyen, Timothy D. Arthur, Hiroko Matsui, Agnieszka D’Antonio-Chronowska, Kelly A. Frazer, Benjamin M. Neale, Mark Daly, Andrea Ganna, Christine Stevens, Gita A. Pathak, Shea J. Andrews, Masahiro Kanai, Mattia Cordioli, Juha Karjalainen, Renato Polimanti, Matti Pirinen, Nadia Harerimana, Kumar Veerapen, Brooke Wolford, Huy Nguyen, Matthew Solomonson, Rachel G. Liao, Karolina Chwialkowska, Amy Trankiem, Mary K. Balaconis, Caroline Hayward, Anne Richmond, Archie Campbell, Marcela Morris, Chloe Fawns-Ritchie, Joseph T. Glessner, Douglas M. Shaw, Xiao Chang, Hannah Polikowski, Petty E. Lauren, Hung-Hsin Chen, Zhu Wanying, Hakon Hakonarson, David J. Porteous, Jennifer Below, Kari North, Joseph B. McCormick, Paul R.H.J. Timmers, James F. Wilson, Albert Tenesa, Kenton D’Mellow, Shona M. Kerr, Mari E.K. Niemi, Lindokuhle Nkambul, Kathrin Aprile von Hohenstaufen, Ali Sobh, Madonna M. Eltoukhy, Amr M. Yassen, Mohamed A.F. Hegazy, Kamal Okasha, Mohammed A. Eid, Hanteera S. Moahmed, Doaa Shahin, Yasser M. El-Sherbiny, Tamer A. Elhadidy, Mohamed S. Abd Elghafar, Jehan J. El-Jawhari, Attia A.S. Mohamed, Marwa H. Elnagdy, Amr Samir, Mahmoud Abdel-Aziz, Walid T. Khafaga, Walaa M. El-Lawaty, Mohamed S. Torky, Mohamed R. El-shanshory, Chiara Batini, Paul H. Lee, Nick Shrine, Alexander T. Williams, Martin D. Tobin, Anna L. Guyatt, Catherine John, Richard J. Packer, Altaf Ali, Robert C. Free, Xueyang Wang, Louise V. Wain, Edward J. Hollox, Laura D. Venn, Catherine E. Bee, Emma L. Adams, Ahmadreza Niavarani, Bahareh Sharififard, Rasoul Aliannejad, Ali Amirsavadkouhi, Zeinab Naderpour, Hengameh Ansari Tadi, Afshar Etemadi Aleagha, Saeideh Ahmadi, Seyed Behrooz Mohseni Moghaddam, Alireza Adamsara, Morteza Saeedi, Hamed Abdollahi, Abdolmajid Hosseini, Pajaree Chariyavilaskul, Monpat Chamnanphon, Thitima B. Suttichet, Vorasuk Shotelersuk, Monnat Pongpanich, Chureerat Phokaew, Wanna Chetruengchai, Watsamon Jantarabenjakul, Opass Putchareon, Pattama Torvorapanit, Thanyawee Puthanakit, Pintip Suchartlikitwong, Nattiya Hirankarn, Voraphoj Nilaratanakul, Pimpayao Sodsai, Ben M. Brumpton, Kristian Hveem, Cristen Willer, Wei Zhou, Tormod Rogne, Erik Solligard, Bjørn Olav Åsvold, Malak Abedalthagafi, Manal Alaamery, Saleh Alqahtani, Dona Baraka, Fawz Al Harthi, Ebtehal Alsolm, Leen Abu Safieh, Albandary M. Alowayn, Fatimah Alqubaishi, Amal Al Mutairi, Serghei Mangul, Abdulraheem Alshareef, Mona Sawaji, Mansour Almutairi, Nora Aljawini, Nour Albesher, Yaseen M. Arabi, Ebrahim S. Mahmoud, Amin K. Khattab, Roaa T. Halawani, Ziab Z. Alahmadey, Jehad K. Albakri, Walaa A. Felemban, Bandar A. Suliman, Rana Hasanato, Laila Al-Awdah, Jahad Alghamdi, Deema AlZahrani, Sameera AlJohani, Hani Al-Afghani, May Alrashed, Nouf AlDhawi, Hadeel AlBardis, Sarah Alkwai, Moneera Alswailm, Faisal Almalki, Maha Albeladi, Iman Almohammed, Eman Barhoush, Anoud Albader, Salam Massadeh, Abdulaziz AlMalik, Sara Alotaibi, Bader Alghamdi, Junghyun Jung, Mohammad S. Fawzy, Yunsung Lee, Per Magnus, Lill-Iren S. Trogstad, Øyvind Helgeland, Jennifer R. Harris, Massimo Mangino, Tim D. Spector, Duncan Emma, Sandra P. Smieszek, Bartlomiej P. Przychodzen, Christos Polymeropoulos, Vasilios Polymeropoulos, Mihael H. Polymeropoulos, Israel Fernandez-Cadenas, Jordi Perez-Tur, Laia Llucià-Carol, Natalia Cullell, Elena Muiño, Jara Cárcel-Márquez, Marta L. DeDiego, Lara Lloret Iglesias, Anna M. Planas, Alex Soriano, Veronica Rico, Daiana Agüero, Josep L. Bedini, Francisco Lozano, Carlos Domingo, Veronica Robles, Francisca Ruiz-Jaén, Leonardo Márquez, Juan Gomez, Eliecer Coto, Guillermo M. Albaiceta, Marta García-Clemente, David Dalmau, Maria J. Arranz, Beatriz Dietl, Alex Serra-Llovich, Pere Soler, Roger Colobrán, Andrea Martín-Nalda, Alba Parra Martínez, David Bernardo, Silvia Rojo, Aida Fiz-López, Elisa Arribas, Paloma de la Cal-Sabater, Tomás Segura, Esther González-Villa, Gemma Serrano-Heras, Joan Martí-Fàbregas, Elena Jiménez-Xarrié, Alicia de Felipe Mimbrera, Jaime Masjuan, Sebastian García-Madrona, Anna Domínguez-Mayoral, Joan Montaner Villalonga, Paloma Menéndez-Valladares, Daniel I. Chasman, Julie E. Buring, Paul M. Ridker, Giulianini Franco, Howard D. Sesso, JoAnn E. Manson, Joseph R. Glessner, Carolina Medina-Gomez, Andre G. Uitterlinden, M. Arfan Ikram, Kati Kristiansson, Sami Koskelainen, Markus Perola, Kati Donner, Katja Kivinen, Aarno Palotie, Samuli Ripatti, Sanni Ruotsalainen, Mari Kaunisto, null FinnGen, Tomoko Nakanishi, Guillaume Butler-Laporte, Vincenzo Forgetta, David R. Morrison, Biswarup Ghosh, Laetitia Laurent, Alexandre Belisle, Danielle Henry, Tala Abdullah, Olumide Adeleye, Noor Mamlouk, Nofar Kimchi, Zaman Afrasiabi, Nardin Rezk Branka Vulesevic, Meriem Bouab, Charlotte Guzman, Louis Petitjean, Chris Tselios, Xiaoqing Xue, Erwin Schurr, Jonathan Afilalo, Marc Afilalo, Maureen Oliveira, Bluma Brenner, Pierre Lepage, Jiannis Ragoussis, Daniel Auld, Nathalie Brassard, Madeleine Durand, Michaël Chassé, Daniel E. Kaufmann, G. Mark Lathrop, Vincent Mooser, J. Brent Richards, Rui Li, Darin Adra, Souad Rahmouni, Michel Georges, Michel Moutschen, Benoit Misset, Gilles Darcis, Julien Guiot, Julien Guntz, Samira Azarzar, Stéphanie Gofflot, Yves Beguin, Sabine Claassen, Olivier Malaise, Pascale Huynen, Christelle Meuris, Marie Thys, Jessica Jacques, Philippe Léonard, Frederic Frippiat, Jean-Baptiste Giot, Anne-Sophie Sauvage, Christian Von Frenckell, Yasmine Belhaj, Bernard Lambermont, Sara Pigazzini, Lindokuhle Nkambule, Michelle Daya, Jonathan Shortt, Nicholas Rafaels, Stephen J. Wicks, Kristy Crooks, Kathleen C. Barnes, Christopher R. Gignoux, Sameer Chavan, Triin Laisk, Kristi Läll, Maarja Lepamets, Reedik Mägi, Tõnu Esko, Ene Reimann, Lili Milani, Helene Alavere, Kristjan Metsalu, Mairo Puusepp, Andres Metspalu, Paul Naaber, Edward Laane, Jaana Pesukova, Pärt Peterson, Kai Kisand, Jekaterina Tabri, Raili Allos, Kati Hensen, Joel Starkopf, Inge Ringmets, Anu Tamm, Anne Kallaste, Pierre-Yves Bochud, Carlo Rivolta, Stéphanie Bibert, Mathieu Quinodoz, Dhryata Kamdar, Noémie Boillat, Semira Gonseth Nussle, Werner Albrich, Noémie Suh, Dionysios Neofytos, Véronique Erard, Cathy Voide, null FHoGID, null RegCOVID, null P-PredictUs, null SeroCOVID, null CRiPSI, Rafael de Cid, Iván Galván-Femenía, Natalia Blay, Anna Carreras, Beatriz Cortés, Xavier Farré, Lauro Sumoy, Victor Moreno, Josep Maria Mercader, Marta Guindo-Martinez, David Torrents, Manolis Kogevinas, Judith Garcia-Aymerich, Gemma Castaño-Vinyals, Carlota Dobaño, Alessandra Renieri, Francesca Mari, Chiara Fallerini, Sergio Daga, Elisa Benetti, Margherita Baldassarri, Francesca Fava, Elisa Frullanti, Floriana Valentino, Gabriella Doddato, Annarita Giliberti, Rossella Tita, Sara Amitrano, Mirella Bruttini, Susanna Croci, Ilaria Meloni, Maria Antonietta Mencarelli, Caterina Lo Rizzo, Anna Maria Pinto, Giada Beligni, Andrea Tommasi, Laura Di Sarno, Maria Palmieri, Miriam Lucia Carriero, Diana Alaverdian, Stefano Busani, Raffaele Bruno, Marco Vecchia, Mary Ann Belli, Nicola Picchiotti, Maurizio Sanarico, Marco Gori, Simone Furini, Stefania Mantovani, Serena Ludovisi, Mario Umberto Mondelli, Francesco Castelli, Eugenia Quiros-Roldan, Melania Degli Antoni, Isabella Zanella, Massimo Vaghi, Stefano Rusconi, Matteo Siano, Francesca Montagnani, Arianna Emiliozzi, Massimiliano Fabbiani, Barbara Rossetti, Elena Bargagli, Laura Bergantini, Miriana D’Alessandro, Paolo Cameli, David Bennett, Federico Anedda, Simona Marcantonio, Sabino Scolletta, Federico Franchi, Maria Antonietta Mazzei, Susanna Guerrini, Edoardo Conticini, Luca Cantarini, Bruno Frediani, Danilo Tacconi, Chiara Spertilli, Marco Feri, Alice Donati, Raffaele Scala, Luca Guidelli, Genni Spargi, Marta Corridi, Cesira Nencioni, Leonardo Croci, Maria Bandini, Gian Piero Caldarelli, Paolo Piacentini, Elena Desanctis, Silvia Cappelli, Anna Canaccini, Agnese Verzuri, Valentina Anemoli, Agostino Ognibene, Alessandro Pancrazzi, Maria Lorubbio, Antonella D’Arminio Monforte, Federica Gaia Miraglia, Massimo Girardis, Sophie Venturelli, Andrea Cossarizza, Andrea Antinori, Alessandra Vergori, Arianna Gabrieli, Agostino Riva, Daniela Francisci, Elisabetta Schiaroli, Francesco Paciosi, Pier Giorgio Scotton, Francesca Andretta, Sandro Panese, Renzo Scaggiante, Francesca Gatti, Saverio Giuseppe Parisi, Stefano Baratti, Matteo Della Monica, Carmelo Piscopo, Mario Capasso, Roberta Russo, Immacolata Andolfo, Achille Iolascon, Giuseppe Fiorentino, Massimo Carella, Marco Castori, Giuseppe Merla, Gabriella Maria Squeo, Filippo Aucella, Pamela Raggi, Carmen Marciano, Rita Perna, Matteo Bassetti, Antonio Di Biagio, Maurizio Sanguinetti, Luca Masucci, Serafina Valente, Marco Mandalà, Alessia Giorli, Lorenzo Salerni, Patrizia Zucchi, Pierpaolo Parravicini, Elisabetta Menatti, Tullio Trotta, Ferdinando Giannattasio, Gabriella Coiro, Fabio Lena, Domenico A. Coviello, Cristina Mussini, Enrico Martinelli, Sandro Mancarella, Luisa Tavecchia, Lia Crotti, Chiara Gabbi, Marco Rizzi, Franco Maggiolo, Diego Ripamonti, Tiziana Bachetti, Maria Teresa La Rovere, Simona Sarzi-Braga, Maurizio Bussotti, Stefano Ceri, Pietro Pinoli, Francesco Raimondi, Filippo Biscarini, Alessandra Stella, Kristina Zguro, Katia Capitani, Claudia Suardi, Simona Dei, Gianfranco Parati, Sabrina Ravaglia, Rosangela Artuso, Giordano Bottà, Paolo Di Domenico, Ilaria Rancan, Antonio Perrella Francesco Bianchi, Davide Romani, Paola Bergomi, Emanuele Catena, Riccardo Colombo, Marco Tanfoni, Antonella Vincenti, Claudio Ferri, Davide Grassi, Gloria Pessina, Mario Tumbarello, Massimo Di Pietro, Ravaglia Sabrina, Sauro Luchi, Chiara Barbieri, Donatella Acquilini, Elena Andreucci, Francesco Vladimiro Segala, Giusy Tiseo, Marco Falcone, Mirjam Lista, Monica Poscente, Oreste De Vivo, Paola Petrocelli, Alessandra Guarnaccia, Silvia Baroni, Albert V. Smith, Andrew P. Boughton, Kevin W. Li, Jonathon LeFaive, Aubrey Annis, Anne E. Justice, Tooraj Mirshahi, Geetha Chittoor, Navya Shilpa Josyula, Jack A. Kosmicki, Manuel A.R. Ferreira, Joseph B. Leader, Dave J. Carey, Matthew C. Gass, Julie E. Horowitz, Michael N. Cantor, Ashish Yadav, Aris Baras, Goncalo R. Abecasis, David A. van Heel, Karen A. Hunt, Dan Mason, Qin Qin Huang, Sarah Finer, null Genes & Health Research Team, Bhavi Trivedi, Christopher J. Griffiths, Hilary C. Martin, John Wright, Richard C. Trembath, Nicole Soranzo, Jing Hua Zhao, Adam S. Butterworth, John Danesh, Emanuele Di Angelantonio, Lude Franke Marike Boezen, Patrick Deelen, Annique Claringbould, Esteban Lopera, Robert Warmerdam, Judith.M. Vonk, Irene van Blokland, Pauline Lanting, Anil P.S. Ori, Brooke Wolford Sebastian Zöllner, Jiongming Wang, Andrew Beck, Gina Peloso, Yuk-Lam Ho, Yan V. Sun, Jennifer E. Huffman, Christopher J. O’Donnell, Kelly Cho, Phil Tsao, J. Michael Gaziano, Michel (M.G.) Nivard, Eco (E.J.C.) de geus, Meike Bartels, Jouke Jan Hottenga, Scott T. Weiss, Elizabeth W. Karlson, Jordan W. Smoller, Robert C. Green, Yen-Chen Anne Feng, Josep Mercader, Shawn N. Murphy, James B. Meigs, Ann E. Woolley, Emma F. Perez, Daniel Rader, Anurag Verma, Marylyn D. Ritchie, Binglan Li, Shefali S. Verma, Anastasia Lucas, Yuki Bradford, Hugo Zeberg, Robert Frithiof, Michael Hultström, Miklos Lipcsey, Lindo Nkambul, Nicolas Tardif, Olav Rooyackers, Jonathan Grip, Tomislav Maricic, Konrad J. Karczewski, Elizabeth G. Atkinson, Kristin Tsuo, Nikolas Baya, Patrick Turley, Rahul Gupta, Shawneequa Callier, Raymond K. Walters, Duncan S. Palmer, Gopal Sarma, Nathan Cheng, Wenhan Lu, Sam Bryant, Claire Churchhouse, Caroline Cusick, Jacqueline I. Goldstein, Daniel King, Cotton Seed, Hilary Finucane, Alicia R. Martin, F. Kyle Satterstrom, Daniel J. Wilson, Jacob Armstrong, Justine K. Rudkin, Gavin Band, Sarah G. Earle, Shang-Kuan Lin, Nicolas Arning, Derrick W. Crook, David H. Wyllie, Anne Marie O’Connell, Chris C.A. Spencer, Nils Koelling, Mark J. Caulfield, Richard H. Scott, Tom Fowler, Loukas Moutsianas, Athanasios Kousathanas, Dorota Pasko, Susan Walker, Augusto Rendon, Alex Stuckey, Christopher A. Odhams, Daniel Rhodes, Georgia Chan, Prabhu Arumugam, Catherine A. Ball, Eurie L. Hong, Kristin Rand, Ahna Girshick, Harendra Guturu, Asher Haug Baltzell, Genevieve Roberts, Danny Park, Marie Coignet, Shannon McCurdy, Spencer Knight, Raghavendran Partha, Brooke Rhead, Miao Zhang, Nathan Berkowitz, Michael Gaddis, Keith Noto, Luong Ruiz, Milos Pavlovic, Laura G. Sloofman, Alexander W. Charney, Noam D. Beckmann, Eric E. Schadt, Daniel M. Jordan, Ryan C. Thompson, Kyle Gettler, Noura S. Abul-Husn, Steven Ascolillo, Joseph D. Buxbaum, Kumardeep Chaudhary, Judy H. Cho, Yuval Itan, Eimear E. Kenny, Gillian M. Belbin, Stuart C. Sealfon, Robert P. Sebra, Irene Salib, Brett L. Collins, Tess Levy, Bari Britvan, Katherine Keller, Lara Tang, Michael Peruggia, Liam L. Hiester, Kristi Niblo, Alexandra Aksentijevich, Alexander Labkowsky, Avromie Karp, Menachem Zlatopolsky, Michael Preuss, Ruth J.F. Loos, Girish N. Nadkarni, Ron Do, Clive Hoggart, Sam Choi, Slayton J. Underwood, Paul O’Reilly, Laura M. Huckins, Marissa Zyndorf, AII - Infectious diseases, Amsterdam Neuroscience - Neuroinfection & -inflammation, and Neurology
Subjects: Medical Physiology, Gene Expression, Genome-wide association study, Genome, Severity of Illness Index, colocalization, Gene expression, Databases, Genetic, Ethnicity, 2.1 Biological and endogenous factors, GWAS, Aetiology, Biology (General), Lung, Genetics, Chromosome Mapping, Single Nucleotide, Organ Specificity, Biotechnology, Cell type, QH301-705.5, Quantitative Trait Loci, Single-nucleotide polymorphism, Biology, eQTL, Polymorphism, Single Nucleotide, Article, General Biochemistry, Genetics and Molecular Biology, Databases, Genetic, SNP, Humans, Genetic Predisposition to Disease, COVID-19 Host Genetics Initiative, Polymorphism, Gene, COVID-19, SARS-CoV-2, Gene Expression Profiling, Prevention, Human Genome, Computational Biology, Genetic Variation, Good Health and Well Being, Expression quantitative trait loci, Biochemistry and Cell Biology, Transcriptome, Genome-Wide Association Study
Abstract: Variability in SARS-CoV-2 susceptibility and COVID-19 disease severity between individuals is partly due to genetic factors. Here, we identify 4 genomic loci with suggestive associations for SARS-CoV-2 susceptibility and 19 for COVID-19 disease severity. Four of these 23 loci likely have an ethnicity-specific component. Genome-wide association study (GWAS) signals in 11 loci colocalize with expression quantitative trait loci (eQTLs) associated with the expression of 20 genes in 62 tissues/cell types (range: 1:43 tissues/gene), including lung, brain, heart, muscle, and skin as well as the digestive system and immune system. We perform genetic fine mapping to compute 99% credible SNP sets, which identify 10 GWAS loci that have eight or fewer SNPs in the credible set, including three loci with one single likely causal SNP. Our study suggests that the diverse symptoms and disease severity of COVID-19 observed between individuals is associated with variants across the genome, affecting gene expression levels in a wide variety of tissue types., Graphical abstract, D’Antonio et al. characterize associations between GWAS signals for COVID-19 disease and eQTLs in 69 human tissues to identify causal variants and their underlying molecular mechanisms. They show that diverse symptoms and disease severity of COVID-19 are associated with variants affecting gene expression in a wide variety of tissues.
Published: 2022
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5. Genetic mechanisms of critical illness in COVID-19

Author: Pairo-Castineira, Erola, Clohisey, Sara, Klaric, Lucija, Bretherick, Andrew D, Rawlik, Konrad, Pasko, Dorota, Walker, Susan, Parkinson, Nick, Fourman, Max Head, Russell, Clark D, Furniss, James, Richmond, Anne, Gountouna, Elvina, Wrobel, Nicola, Harrison, David, Wang, Bo, Yang, Wu, Meynert, Alison, Griffiths, Fiona, Oosthuyzen, Wilna, Kousathanas, Athanasios, Moutsianas, Loukas, Yang, Zhijian, Zhai, Ranran, Zheng, Chenqing, Grimes, Graeme, Beale, Rupert, Millar, Jonathan, Shih, Barbara, Keating, Sean, Zechner, Marie, Haley, Chris, Porteous, David J, Hayward, Caroline, Yang, Jian, Knight, Julian, Summers, Charlotte, Shankar-Hari, Manu, Klenerman, Paul, Turtle, Lance, Antonia, Ho, Moore, Shona C, Hinds, Charles, Horby, Peter, Nichol, Alistair, Maslove, David, Ling, Lowell, Mcauley, Danny, Montgomery, Hugh, Walsh, Timothy, Pereira, Alexandre C, Renieri, Johnny, Millar, Alistair, Nichol, Tim, Walsh, Manu, Shankar-Hari, Chris, Ponting, Jen, Meikle, Paul, Finernan, Ellie, Mcmaster, Andy, Law, J Kenneth Baillie, Trevor, Paterson, Tony, Wackett, Ruth, Armstrong, Richard, Clark, Audrey, Coutts, Lorna, Donnelly, Tammy, Gilchrist, Katarzyna, Hafezi, Louise, Macgillivray, Alan, Maclean, Sarah, Mccafferty, Kirstie, Morrice, Jane, Weaver, Ceilia, Boz, Ailsa, Golightly, Mari, Ward, Hanning, Mal, Helen, Szoor-McElhinney, Adam, Brown, Ross, Hendry, Andrew, Stenhouse, Louise, Cullum, Dawn, Law, Sarah, Law, Rachel, Law, Maaike, Swets, Nicky, Day, Filip, Taneski, Esther, Duncan, Nicholas, Parkinson, Collier, D, Wood, S, Zak, A, Borra, C, Matharu, M, May, P, Alldis, Z, Mitchelmore, O, Bowles, R, Easthope, A, Bibi, F, Lancoma-Malcolm, I, Gurasashvili, J, Pheby, J, Shiel, J, Bolton, M, Patel, M, Taylor, M, Zongo, O, Ebano, P, Harding, P, Astin-Chamberlain, R, Choudhury, Y, Cox, A, Kallon, D, Burton, M, Hall, R, Blowes, S, Prime, Z, Biddle, J, Prysyazhna, O, Newman, T, Tierney, C, Kassam, J, Shankar-Hari, M, Ostermann, M, Campos, S, Bociek, A, Lim, R, Grau, N, O Jones, T, Whitton, C, Marotti, M, Arbane, G, Bonner, S, Hugill, K, Reid, J, Welters, I, Waugh, V, Williams, K, Shaw, D, J Fernandez Roman, M Lopez Martinez, Johnson, E, Waite, A, Johnston, B, Hamilton, D, Mulla, S, Mcphail, M, Smith, J, K Baillie, J, Barclay, L, Hope, D, Mcculloch, C, Mcquillan, L, Clark, S, Singleton, J, Priestley, K, Rea, N, Callaghan, M, Campbell, R, Andrew, G, Marshall, L, Mckechnie, S, Hutton, P, Bashyal, A, Davidson, N, Summers, C, Polgarova, P, Stroud, K, Pathan, N, Elston, K, Agrawal, S, Battle, C, Newey, L, Rees, T, Harford, R, Brinkworth, E, Williams, M, Murphy, C, White, I, Croft, M, Bandla, N, Gellamucho, M, Tomlinson, J, Turner, H, Davies, M, Quinn, A, Hussain, I, Thompson, C, Parker, H, Bradley, R, Griffiths, R, Scriven, J, Nilsson, A, Bates, M, Dasgin, J, Gill, J, Puxty, A, Cathcart, S, Salutous, D, Turner, L, Duffy, K, Puxty, K, Joseph, A, Herdman-Grant, R, Simms, R, Swain, A, Naranjo, A, Crowe, R, Sollesta, K, Loveridge, A, Baptista, D, Morino, E, Davey, M, Golden, D, Jones, J, J Moreno Cuesta, Haldeos, A, Bakthavatsalam, D, Vincent, R, Elhassan, M, Xavier, K, Ganesan, A, Purohit, D, Abdelrazik, M, Morgan, J, Akeroyd, L, Bano, S, Lawton, T, Warren, D, Bromley, M, Sellick, K, Gurr, L, Wilkinson, B, Nagarajan, V, Szedlak, P, Cupitt, J, Stoddard, E, Benham, L, Preston, S, Laha, S, Slawson, N, Bradshaw, Z, Brown, J, Caswell, M, Melling, S, Bamford, P, Faulkner, M, Cawley, K, Jeffrey, H, London, E, Sainsbury, H, Nagra, I, Nasir, F, Dunmore, C, Jones, R, Abraheem, A, Al-Moasseb, M, Girach, R, Padden, G, Egan, J, Brantwood, C, Alexander, P, Bradley-Potts, J, Allen, S, Felton, T, Manna, S, Farnell-Ward, S, Leaver, S, Queiroz, J, Maccacari, E, Dawson, D, C Castro Delgado, R Pepermans Saluzzio, Ezeobu, O, Ding, L, Sicat, C, Kanu, R, Durrant, G, Texeira, J, Harrison, A, Samakomva, T, Willis, H, Hopkins, B, Thrasyvoulou, L, Jackson, M, Zaki, A, Tibke, C, Bennett, S, Woodyatt, W, Kent, A, Goodwin, E, Brandwood, C, Clark, R, Smith, L, Rooney, K, Thomson, N, 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K., Paterson, T., Wackett, T., Armstrong, R., Clark, R., Coutts, A., Donnelly, L., Gilchrist, T., Hafezi, K., Macgillivray, L., Maclean, A., Mccafferty, S., Morrice, K., Weaver, J., Boz, C., Golightly, A., Ward, M., Mal, H., Szoor-McElhinney, H., Brown, A., Hendry, R., Stenhouse, A., Cullum, L., Law, D., Law, S., Law, R., Swets, M., Day, N., Taneski, F., Duncan, E., Collier, D., Wood, S., Zak, A., Borra, C., Matharu, M., May, P., Alldis, Z., Mitchelmore, O., Bowles, R., Easthope, A., Bibi, F., Lancoma-Malcolm, I., Gurasashvili, J., Pheby, J., Shiel, J., Bolton, M., Patel, M., Taylor, M., Zongo, O., Ebano, P., Harding, P., Astin-Chamberlain, R., Choudhury, Y., Cox, A., Kallon, D., Burton, M., Hall, R., Blowes, S., Prime, Z., Biddle, J., Prysyazhna, O., Newman, T., Tierney, C., Kassam, J., Ostermann, M., Campos, S., Bociek, A., Lim, R., Grau, N., Jones, T. O., Whitton, C., Marotti, M., Arbane, G., Bonner, S., Hugill, K., Reid, J., Welters, I., Waugh, V., Williams, K., Shaw, D., Roman, J. F., Martinez, M. L., Johnson, E., Waite, A., Johnston, B., Hamilton, D., Mulla, S., Mcphail, M., Smith, J., Barclay, L., Hope, D., Mcculloch, C., Mcquillan, L., Clark, S., Singleton, J., Priestley, K., Rea, N., Callaghan, M., Campbell, R., Andrew, G., Marshall, L., Mckechnie, S., Hutton, P., Bashyal, A., Davidson, N., Polgarova, P., Stroud, K., Pathan, N., Elston, K., Agrawal, S., Battle, C., Newey, L., Rees, T., Harford, R., Brinkworth, E., Williams, M., Murphy, C., White, I., Croft, M., Bandla, N., Gellamucho, M., Tomlinson, J., Turner, H., Davies, M., Quinn, A., Hussain, I., Thompson, C., Parker, H., Bradley, R., Griffiths, R., Scriven, J., Nilsson, A., Bates, M., Dasgin, J., Gill, J., Puxty, A., Cathcart, S., Salutous, D., Turner, L., Duffy, K., Puxty, K., Joseph, A., Herdman-Grant, R., Simms, R., Swain, A., Naranjo, A., Crowe, R., Sollesta, K., Loveridge, A., Baptista, D., Morino, E., Davey, M., Golden, D., Jones, J., Moreno Cuesta, J., Haldeos, A., Bakthavatsalam, D., Vincent, R., Elhassan, M., Xavier, K., Ganesan, A., Purohit, D., Abdelrazik, M., Morgan, J., Akeroyd, L., Bano, S., Lawton, T., Warren, D., Bromley, M., Sellick, K., Gurr, L., Wilkinson, B., Nagarajan, V., Szedlak, P., Cupitt, J., Stoddard, E., Benham, L., Preston, S., Laha, S., Slawson, N., Bradshaw, Z., Brown, J., Caswell, M., Melling, S., Bamford, P., Faulkner, M., Cawley, K., Jeffrey, H., London, E., Sainsbury, H., Nagra, I., Nasir, F., Dunmore, C., Jones, R., Abraheem, A., Al-Moasseb, M., Girach, R., Padden, G., Egan, J., Brantwood, C., Alexander, P., Bradley-Potts, J., Allen, S., Felton, T., Manna, S., Farnell-Ward, S., Leaver, S., Queiroz, J., Maccacari, E., Dawson, D., Delgado, C. C., Saluzzio, R. P., Ezeobu, O., Ding, L., Sicat, C., Kanu, R., Durrant, G., Texeira, J., Harrison, A., Samakomva, T., Willis, H., Hopkins, B., Thrasyvoulou, L., Jackson, M., Zaki, A., Tibke, C., Bennett, S., Woodyatt, W., Kent, A., Goodwin, E., Brandwood, C., Smith, L., Rooney, K., Thomson, N., Rodden, N., Hughes, E., Mcglynn, D., Clark, C., Clark, P., Abel, L., Sundaram, R., Gemmell, L., Brett, M., Hornsby, J., Macgoey, P., Price, R., Digby, B., O'Neil, P., Mcconnell, P., Henderson, P., Henderson, S., Sim, M., Kennedy-Hay, S., Mcparland, C., Rooney, L., Baxter, N., Pogson, D., Rose, S., Daly, Z., Brimfield, L., Phull, M. K., Hussain, M., Pogreban, T., Rosaroso, L., Salciute, E., Grauslyte, L., Brealey, D., Raith, E., Maccallum, N., Bercades, G., Hass, I., Smyth, D., Reyes, A., Martir, G., Clement, I. D., Webster, K., Hays, C., Gulati, A., Hodgson, L., Margarson, M., Gomez, R., Baird, Y., Thirlwall, Y., Folkes, L., Butler, A., Meadows, E., Moore, S., Raynard, D., Fox, H., Riddles, L., King, K., Kimber, S., Hobden, G., Mccarthy, A., Cannons, V., Balagosa, I., Chadbourn, I., Gardner, A., Horner, D., Mclaughlanv, D., Charles, B., Proudfoot, N., Marsden, T., Mcmorrow, L., Blackledge, B., Pendlebury, J., Harvey, A., Apetri, E., Basikolo, C., Catlow, L., Doonan, R., Knowles, K., Lee, S., Lomas, D., Lyons, C., Perez, J., Poulaka, M., Slaughter, M., Slevin, K., Thomas, V., Walker, D., Harris, J., Drummond, A., Tully, R., Dearden, J., Philbin, J., Munt, S., Rishton, C., O'Connor, G., Mulcahy, M., Dobson, E., Cuttler, J., Edward, M., Norris, J., Hanson, K., Poole, A., Rose, A., Sloan, B., Buckley, S., Brooke, H., Smithson, E., Charlesworth, R., Sandhu, R., Thirumaran, M., Wagstaff, V., Suarez, J. C., Kaliappan, A., Vertue, M., Nicholson, A., Riches, J., Solesbury, A., Kittridge, L., Forsey, M., Maloney, G., Cole, J., Davies, R., Hill, H., Thomas, E., Williams, A., Duffin, D., Player, B., Radhakrishnan, J., Gibson, S., Lyle, A., Mcneela, F., Patel, B., Gummadi, M., Sloane, G., Dormand, N., Salmi, S., Farzad, Z., Cristiano, D., Liyanage, K., Thwaites, V., Varghese, M., Meredith, M., Mills, G., Willson, J., Harrington, K., Lenagh, B., Cawthron, K., Masuko, S., Raithatha, A., Bauchmuller, K., Wiles, M., Ahmad, N., Barker, J., Jackson, Y., Kibutu, F., Bird, S., Watson, G., Martin, J., Bevan, E., Brown, C. W., Trodd, D., English, K., Bell, G., Wilcox, L., Katary, A., Gopal, S., Lake, V., Harris, N., Metherell, S., Radford, E., Moore, F., Bancroft, H., Daglish, J., Sangombe, M., Carmody, M., Rhodes, J., Bellamy, M., Garg, A., Kuravi, A., Virgilio, E., Ranga, P., Butler, J., Botfield, L., Dexter, C., Fletcher, J., Shanmugasundaram, P., Hambrook, G., Burn, I., Manso, K., Thornton, D., Tebbutt, J., Penn, R., Hulme, J., Hussain, S., Maqsood, Z., Joseph, S., Colley, J., Hayes, A., Ahmed, C., Haq, R., Clamp, S., Kumar, R., Purewal, M., Baines, B., Frise, M., Jacques, N., Coles, H., Caterson, J., Rai, S. G., Brunton, M., Tilney, E., Keating, L., Walden, A., Antcliffe, D., Brett, S., Gordon, A., Templeton, M., Rojo, R., Banach, D., Arias, S. S., Fernandez, Z., Coghlan, P., Williams, D., Jardine, C., Bewley, J., Sweet, K., Grimmer, L., Johnson, R., Garland, Z., Gumbrill, B., Phillips, C., Ortiz-Ruiz de Gordoa, L., Peasgood, E., Tridente, A., Shuker, K., Greer, S., Lynch, C., Pothecary, C., Roche, L., Deacon, B., Turner, K., Singh, J., Howe, G. S., Paul, P., Gill, M., Wynter, I., Ratnam, V., Shelton, S., Naisbitt, J., Melville, J., Baruah, R., Morrison, S., Mcgregor, A., Parris, V., Mpelembue, M., Srikaran, S., Dennis, C., Sukha, A., Verlander, M., Holding, K., Riches, K., Downes, C., Swan, C., Rostron, A., Roy, A., Woods, L., Cornell, S., Wakinshaw, F., Creagh-Brown, B., Blackman, H., Salberg, A., Smith, E., Donlon, S., Mtuwa, S., Michalak-Glinska, N., Stone, S., Beazley, C., Pristopan, V., Nikitas, N., Lankester, L., Wells, C., Raj, A. 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E., Cherian, S., Cutler, S., Roynon-Reed, A., Randell, G., Convery, K., Stammers, K., Fottrell-Gould, D., Hudig, L., Keshet-Price, J., Peters, M., O'Neill, L., Ray, S., Belfield, H., Mchugh, T., Jones, G., Akinkugbe, O., Tomas, A., Abaleke, E., Beech, E., Meghari, H., Yussuf, S., Bamford, A., Hairsine, B., Dooks, E., Farquhar, F., Packham, S., Bates, H., Armstrong, L., Kaye, C., Allan, A., Medhora, J., Liew, J., Botello, A., Anderson, F., Cusack, R., Golding, H., Prager, K., Williams, T., Leggett, S., Golder, K., Male, M., Jones, O., Criste, K., Marani, M., Anumakonda, V., Amin, V., Karthik, K., Kausar, R., Anastasescu, E., Reid, K., Smith, M., Hormis, A., Walker, R., Duncan, T., Uriel, A., Ustianowski, A., T-Michael, H., Bruce, M., Connolly, K., Smith, K., Partridge, R., Griffin, D., Mupudzi, M., Muchenje, N., Martin, D., Filipe, H., Eastgate, C., Jackson, C., Gratrix, A., Foster, L., Martinson, V., Stones, E., Abernathy, C., Parkinson, P., Reed, A., Prendergast, C., Rogers, P., Woodruff, M., Shokkar, R., Kaul, S., Barron, A., Collins, C., Beavis, S., Whileman, A., Dale, K., Hawes, J., Pritchard, K., Gascoyne, R., Stevenson, L., Jha, R., Lim, L., Krishnamurthy, V., Parker, R., Turner-Bone, I., Wilding, L., Reddy, A., Whiteley, S., Wilby, E., Howcroft, C., Aspinwall, A., Charlton, S., Ogg, B., Menzies, D., Pugh, R., Allan, E., Lean, R., Davies, F., Easton, J., Qiu, X., Kumar, S., Darlington, K., Houston, G., O'Brien, P., Geary, T., Allan, J., Meikle, A., Hughes, G., Balasubramaniam, M., Latham, S., Mckenna, E., Flanagan, R., Sathe, S., Davies, E., Chablani, M., Kirkby, A., Netherton, K., Archer, S., Yates, B., Ashbrook-Raby, C., Cole, S., Casey, M., Cabrelli, L., Chapman, S., Hutcheon, A., Whyte, C., Almaden-Boyle, C., Pattison, N., Cruz, C., Vochin, A., Kent, H., Thomas, A., Murdoch, S., David, B., Penacerrada, M., Lubimbi, G., Bastion, V., Wulandari, R., Lorusso, R., Valentine, J., Clarke, D., Serrano-Ruiz, A., Hierons, S., Eckbad, C., Ramos, L., Demetriou, C., Mitchard, S., White, K., White, N., Pitts, S., Branney, D., Frankham, J., Watters, M., Langton, H., Prout, R., Page, V., Varghes, T., Cowton, A., Kay, A., Potts, K., Birt, M., Kent, M., Wilkinson, A., Jude, E. B., Turner, V., Savill, H., Mccormick, J., Coulding, M., Siddiqui, S., Mercer, O., Rehman, H., Potla, D., Capps, N., Donaldson, D., Button, H., Martin, T., Hard, K., Agasou, A., Tonks, L., Arden, T., Boyle, P., Carnahan, M., Strickley, J., Adams, C., Childs, D., Rikunenko, R., Leigh, M., Breekes, M., Wilcox, R., Bowes, A., Tiveran, H., Hurford, F., Summers, J., Carter, A., Hussain, Y., Ting, L., Javaid, A., Motherwell, N., Moore, H., Millward, H., Jose, S., Schunki, N., Noakes, A., Clulow, C., Sadera, G., Jacob, R., Jones, C., Blunt, M., Coton, Z., Curgenven, H., Ally, S. M., Beaumont, K., Elsaadany, M., Fernandes, K., Ali Mohamed Ali, I., Rangarajan, H., Sarathy, V., Selvanayagam, S., Vedage, D., White, M., Truman, N., Chukkambotla, S., Keith, S., Cockerill-Taylor, J., Ryan-Smith, J., Bolton, R., Springle, P., Dykes, J., Thomas, J., Khan, M., Hijazi, M. T., Massey, E., Croston, G., Reschreiter, H., Camsooksai, J., Patch, S., Jenkins, S., Humphrey, C., Wadams, B., Msiska, M., Adanini, O., Attwood, B., Parsons, P., Tatham, K., Jhanji, S., Black, E., Dela Rosa, A., Howle, R., Thomas, B., Bemand, T., Raobaikady, R., Saha, R., Staines, N., Daniel, A., Finn, J., Hutter, J., Doble, P., Shovelton, C., Pawley, C., Kannan, T., Hill, M., Combes, E., Monnery, S., Joefield, T., Popescu, M., Thankachen, M., Oblak, M., Little, J., Mcivor, S., Brady, A., Whittle, H., Prady, H., Chan, R., Ahmed, A., Morris, A., Gibson, C., Gordon, E., Keenan, S., Quinn, H., Benyon, S., Marriott, S., Zitter, L., Park, L., Baines, K., Lyons, M., Holland, M., Keenan, N., Young, M., Garrioch, S., Dawson, J., Tolson, M., Scholefield, B., Bi, R., Richardson, N., Schumacher, N., Cosier, T., Millen, G., Higham, A., Turki, S., Allen, L., Crisp, N., Hazleton, T., Knight, A., Deery, J., Price, C., Turney, S., Tilbey, S., Beranova, E., Wright, D., George, L., Twiss, S., Wadd, S., Postlethwaite, K., Gondo, P., Masunda, B., Kayani, A., Hadebe, B., Whiteside, J., Clarke, N., Donnison, P., Trim, F., Leadbitter, I., Butcher, D., O'Sullivan, S., Purewal, B., Bell, S., Rivers, V., O'Leary, R., Birch, J., Collins, E., Anderson, S., Hammerton, K., Andrews, E., Burns, K., Edmond, I., Todd, A., Donnachie, J., Turner, P., Prentice, L., Symon, L., Runciman, N., Auld, F., Halkes, M., Mercer, P., Thornton, L., Debreceni, G., Wilkins, J., Crickmore, V., Subramanian, G., Marshall, R., Jennings, C., Latif, M., Bunni, L., Spivey, M., Bean, S., Burt, K., Linnett, V., Ritzema, J., Sanderson, A., Mccormick, W., Bokhari, M., Kapoor, R., Loader, D., Ayers, A., Harrison, W., North, J., Belagodu, Z., Paramsothy, R., Olufuwa, O., Gherman, A., Fuller, B., Stuart, C., Kelsall, O., Davis, C., Wild, L., Wood, H., Thrush, J., Durie, A., Austin, K., Archer, K., Anderson, P., Vigurs, C., Thorpe, C., Knights, E., Boyle, N., Price, A., Kubisz-Pudelko, A., Wood, D., Lewis, A., Board, S., Pippard, L., Perry, J., Beesley, K., Rattray, A., Lee, E., Lennon, L., Douglas, K., Bell, D., Boyle, R., Glass, L., Nauman Akhtar, M., Dent, K., Potoczna, D., Pearson, S., Horsley, E., Spencer, S., Mullan, D., Skinner, D., Gaylard, J., Barber, R., Hewitt, C., Hilldrith, A., Shepardson, S., Wills, M., Jackson-Lawrence, K., Gupta, A., Timlick, E., Gorman, C., Otahal, I., Gales, A., Coetzee, S., Sell, C., Raj, M., Peiu, M., Quaid, S., Watson, E., Elliott, K., Mallinson, J., Chandler, B., Turnbull, A., Finch, C., Holl, C., Cooper, J., Evans, A., Khaliq, W., Collins, A., Gude, E. T., Love, N., van Koutrik, L., Hunt, J., Kaye, D., Fisher, E., Brayne, A., Tuckey, V., Jackson, P., Parkin, J., Tariq, A., Houlden, H., Tucci, A., Hardy, J., Moncur, E., Highgate, J., Cowley, A., Mitra, A., Stead, R., Behan, T., Burnett, C., Newton, M., Heeney, E., Pollard, R., Hatton, J., Patel, A., Kasipandian, V., Allibone, S., Genetu, R. M., O'Brien, L., Omar, Z., Perkins, E., Davies, K., Tetla, D., Shelley, B., Irvine, V., Williams, S., Williams, P., Goodsell, J., Tutton, R., Bough, L., Winter-Goodwin, B., Kitson, R., Pinnell, J., Wilson, A., Nortcliffe, T., Wood, T., Home, M., Holdroyd, K., Robinson, M., Shaw, R., Greig, J., Brady, M., Haigh, A., Matupe, L., Usher, M., Mellor, S., Dale, S., Gledhill, L., Shaw, L., Turner, G., Kelly, D., Anwar, B., Riley, H., Sturgeon, H., Ali, A., Thomis, L., Melia, D., Dance, A., Humphreys, S., Frost, I., Gopal, V., Godden, J., Holden, A., Swann, S., Smith, T., Clapham, M., Poultney, U., Harper, R., Rice, P., Reece-Anthony, R., Gurung, B., Moultrie, S., Odam, M., Mayer, A., Bellini, A., Pickard, A., Bryant, J., Roe, N., Sowter, J., Lang, K., Taylor, J., Barry, P., Hobrok, M., Tench, H., Wolf-Roberts, R., Mcguinness, H., Loosley, R., Hawcutt, D., Rad, L., O'Malley, L., Saunderson, P., Seddon, G., Anderson, T., Rogers, N., Ruddy, J., Harkins, M., Beith, C., Mcalpine, A., Ferguson, L., Grant, P., Macfadyen, S., Mclaughlin, M., Baird, T., Rundell, S., Welsh, B., Hamill, R., Fisher, F., Gregory, J., Campbell, A., Smuts, S., Kenneth Baillie, J., Carson, G., Alex, B., Bach, B., Barclay, W. S., Bogaert, D., Chand, M., Cooke, G. S., Docherty, A. B., Dunning, J., da Silva Filipe, A., Fletcher, T., Green, C. A., Harrison, E. M., Hiscox, J. A., Ho, A. Y. W., Horby, P. W., Ijaz, S., Khoo, S., Lim, W. S., Mentzer, A. J., Merson, L., Meynert, A. M., Noursadeghi, M., Palmarini, M., Paxton, W. A., Pollakis, G., Price, N., Rambaut, A., Robertson, D. L., Sancho-Shimizu, V., Scott, J. T., de Silva, T., Sigfrid, L., Solomon, T., Sriskandan, S., Stuart, D., Tedder, R. S., Thomson, E. C., Thompson, A. A. R., Thwaites, R. S., Turtle, L. C. W., Zambon, M., Hardwick, H., Donohue, C., Lyons, R., Norman, L., Pius, R., Drake, T. M., Fairfield, C. J., Knight, S. R., Mclean, K. A., Murphy, D., Shaw, C. A., Dalton, J., Girvan, M., Saviciute, E., Roberts, S., Harrison, J., Marsh, L., Connor, M., Halpin, S., Gamble, C., Leeming, G., Wham, M., Greenhalf, W., Shaw, V., Mcdonald, S., Ganna, A., Sulem, P., van Heel, D. A., Cordioli, M., Sveinbjornsson, G., Niemi, M. E. K., Shelton, J. F., Shastri, A. J., Ye, C., Weldon, C. H., Filshtein-Sonmez, T., Coker, D., Symons, A., Esparza-Gordillo, J., Aslibekyan, S., Auton, A., Krieger, J. E., Marques, E., Jannes, C. E., Mari, F., Daga, S., Baldassarri, M., Benetti, E., Furini, S., Fallerini, C., Fava, F., Valentino, F., Doddato, G., Giliberti, A., Tita, R., Amitrano, S., Bruttini, M., Croci, S., Meloni, I., Pinto, A. M., Frullanti, E., Mencarelli, M. A., Rizzo, C. L., Montagnani, F., Di Sarno, L., Tommasi, A., Palmieri, M., Emiliozzi, A., Fabbiani, M., Rossetti, B., Zanelli, G., Bargagli, E., Bergantini, L., D'Alessandro, M., Cameli, P., Bennet, D., Anedda, F., Marcantonio, S., Scolletta, S., Franchi, F., Mazzei, M. A., Guerrini, S., Conticini, E., Cantarini, L., Frediani, B., Tacconi, D., Spertilli, C., Feri, M., Donati, A., Scala, R., Guidelli, L., Spargi, G., Corridi, M., Nencioni, C., Croci, L., Caldarelli, G. P., Spagnesi, M., Piacentini, P., Bandini, M., Desanctis, E., Cappelli, S., Canaccini, A., Verzuri, A., Anemoli, V., Ognibene, A., Vaghi, M., D'Arminio Monforte, A., Merlini, E., Mondelli, M. U., Mantovani, S., Ludovisi, S., Girardis, M., Venturelli, S., Sita, M., Cossarizza, A., Antinori, A., Vergori, A., Rusconi, S., Siano, M., Gabrieli, A., Riva, A., Francisci, D., Schiaroli, E., Scotton, P. G., Andretta, F., Panese, S., Scaggiante, R., Gatti, F., Parisi, S. G., Castelli, F., Quiros-Roldan, M. E., Magro, P., Zanella, I., Della Monica, M., Piscopo, C., Capasso, M., Russo, R., Andolfo, I., Iolascon, A., Fiorentino, G., Carella, M., Castori, M., Merla, G., Aucella, F., Raggi, P., Marciano, C., Perna, R., Bassetti, M., Di Biagio, A., Sanguinetti, M., Masucci, L., Valente, S., Mandala, M., Giorli, A., Salerni, L., Zucchi, P., Parravicini, P., Menatti, E., Baratti, S., Trotta, T., Giannattasio, F., Coiro, G., Lena, F., Coviello, D. A., Mussini, C., Bosio, G., Martinelli, E., Mancarella, S., Tavecchia, L., Crotti, L., Picchiotti, N., Gori, M., Gabbi, C., Sanarico, M., Ceri, S., Pinoli, P., Raimondi, F., Biscarini, F., Stella, A., Shen, X., Ponting, C. P., Fawkes, A., Tenesa, A., Caulfield, M., Scott, R., Rowan, K., Murphy, L., Openshaw, P. J. M., Semple, M. G., Vitart, V., and Wilson, J. F.
Subjects: 0301 basic medicine, Male, CCR2, Chromosomes, Human, Pair 21, Genome-wide association study, Receptor, Interferon alpha-beta, Disease, Bioinformatics, Genome-wide association studies, 23andMe Investigators, Interferon alpha-beta, 0302 clinical medicine, Receptors, 2',5'-Oligoadenylate Synthetase, Pair 12, genetics, Lung, BRACOVID Investigators, Multidisciplinary, GenOMICC Investigators, Tyrosine kinase 2, 030220 oncology & carcinogenesis, Multigene Family, Medical genetics, Female, Dipeptidyl-Peptidases and Tripeptidyl-Peptidase, 5'-Oligoadenylate Synthetase, Human, Receptor, medicine.medical_specialty, Critical Care, Receptors, CCR2, General Science & Technology, Critical Illness, Chromosomes, 03 medical and health sciences, Intensive care, Mendelian randomization, Immunogenetics, medicine, Humans, Dipeptidyl-Peptidases and Tripeptidyl-Peptidases, Gen-COVID Investigators, Inflammation, TYK2 Kinase, Chromosomes, Human, Pair 12, Pair 19, SARS-CoV-2, business.industry, Drug Repositioning, COVID-19, United Kingdom, COVID-19 Human Genetics Initiative, 030104 developmental biology, Viral infection, Chromosomes, Human, Pair 19, Genome-Wide Association Study, Pharmacogenomics, ISARICC Investigators, Pair 21, 2', business
Abstract: Host-mediated lung inflammation is present1, and drives mortality2, in the critical illness caused by coronavirus disease 2019 (COVID-19). Host genetic variants associated with critical illness may identify mechanistic targets for therapeutic development3. Here we report the results of the GenOMICC (Genetics Of Mortality In Critical Care) genome-wide association study in 2,244 critically ill patients with COVID-19 from 208 UK intensive care units. We have identified and replicated the following new genome-wide significant associations: on chromosome 12q24.13 (rs10735079,P=1.65×10−8) in a gene cluster that encodes antiviral restriction enzyme activators (OAS1,OAS2andOAS3); on chromosome 19p13.2 (rs74956615,P=2.3×10−8) near the gene that encodes tyrosine kinase 2 (TYK2); on chromosome 19p13.3 (rs2109069,P=3.98× 10−12) within the gene that encodes dipeptidyl peptidase 9 (DPP9); and on chromosome 21q22.1 (rs2236757,P=4.99×10−8) in the interferon receptor geneIFNAR2. We identified potential targets for repurposing of licensed medications: using Mendelian randomization, we found evidence that low expression ofIFNAR2, or high expression ofTYK2, are associated with life-threatening disease; and transcriptome-wide association in lung tissue revealed that high expression of the monocyte–macrophage chemotactic receptorCCR2is associated with severe COVID-19. Our results identify robust genetic signals relating to key host antiviral defence mechanisms and mediators of inflammatory organ damage in COVID-19. Both mechanisms may be amenable to targeted treatment with existing drugs. However, large-scale randomized clinical trials will be essential before any change to clinical practice.
Published: 2020
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5 results on '"Gabriella Coiro"'

1. Carriers of ADAMTS13 Rare Variants Are at High Risk of Life-Threatening COVID-19

2. An explainable model of host genetic interactions linked to COVID-19 severity

3. Common, low-frequency, rare, and ultra-rare coding variants contribute to COVID-19 severity

4. SARS-CoV-2 susceptibility and COVID-19 disease severity are associated with genetic variants affecting gene expression in a variety of tissues

5. Genetic mechanisms of critical illness in COVID-19

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5 results on '"Gabriella Coiro"'

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Select search scope, currently: Articles

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books, media & more in Jio Institute collections

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journal articles & other e-resources