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Rare predicted loss-of-function variants of type I IFN immunity genes are associated with life-threatening COVID-19

BACKGROUND: We previously reported that impaired type I IFN activity, due to inborn errors of TLR3- and TLR7-dependent type I interferon (IFN) immunity or to autoantibodies against type I IFN, account for 15–20% of cases of life-threatening COVID-19 in unvaccinated patients. Therefore, the determina...

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Autores principales: Matuozzo, Daniela, Talouarn, Estelle, Marchal, Astrid, Zhang, Peng, Manry, Jeremy, Seeleuthner, Yoann, Zhang, Yu, Bolze, Alexandre, Chaldebas, Matthieu, Milisavljevic, Baptiste, Gervais, Adrian, Bastard, Paul, Asano, Takaki, Bizien, Lucy, Barzaghi, Federica, Abolhassani, Hassan, Abou Tayoun, Ahmad, Aiuti, Alessandro, Alavi Darazam, Ilad, Allende, Luis M., Alonso-Arias, Rebeca, Arias, Andrés Augusto, Aytekin, Gokhan, Bergman, Peter, Bondesan, Simone, Bryceson, Yenan T., Bustos, Ingrid G., Cabrera-Marante, Oscar, Carcel, Sheila, Carrera, Paola, Casari, Giorgio, Chaïbi, Khalil, Colobran, Roger, Condino-Neto, Antonio, Covill, Laura E., Delmonte, Ottavia M., El Zein, Loubna, Flores, Carlos, Gregersen, Peter K., Gut, Marta, Haerynck, Filomeen, Halwani, Rabih, Hancerli, Selda, Hammarström, Lennart, Hatipoğlu, Nevin, Karbuz, Adem, Keles, Sevgi, Kyheng, Christèle, Leon-Lopez, Rafael, Franco, Jose Luis, Mansouri, Davood, Martinez-Picado, Javier, Metin Akcan, Ozge, Migeotte, Isabelle, Morange, Pierre-Emmanuel, Morelle, Guillaume, Martin-Nalda, Andrea, Novelli, Giuseppe, Novelli, Antonio, Ozcelik, Tayfun, Palabiyik, Figen, Pan-Hammarström, Qiang, de Diego, Rebeca Pérez, Planas-Serra, Laura, Pleguezuelo, Daniel E., Prando, Carolina, Pujol, Aurora, Reyes, Luis Felipe, Rivière, Jacques G., Rodriguez-Gallego, Carlos, Rojas, Julian, Rovere-Querini, Patrizia, Schlüter, Agatha, Shahrooei, Mohammad, Sobh, Ali, Soler-Palacin, Pere, Tandjaoui-Lambiotte, Yacine, Tipu, Imran, Tresoldi, Cristina, Troya, Jesus, van de Beek, Diederik, Zatz, Mayana, Zawadzki, Pawel, Al-Muhsen, Saleh Zaid, Alosaimi, Mohammed Faraj, Alsohime, Fahad M., Baris-Feldman, Hagit, Butte, Manish J., Constantinescu, Stefan N., Cooper, Megan A., Dalgard, Clifton L., Fellay, Jacques, Heath, James R., Lau, Yu-Lung, Lifton, Richard P., Maniatis, Tom, Mogensen, Trine H., von Bernuth, Horst, Lermine, Alban, Vidaud, Michel, Boland, Anne, Deleuze, Jean-François, Nussbaum, Robert, Kahn-Kirby, Amanda, Mentre, France, Tubiana, Sarah, Gorochov, Guy, Tubach, Florence, Hausfater, Pierre, Meyts, Isabelle, Zhang, Shen-Ying, Puel, Anne, Notarangelo, Luigi D., Boisson-Dupuis, Stephanie, Su, Helen C., Boisson, Bertrand, Jouanguy, Emmanuelle, Casanova, Jean-Laurent, Zhang, Qian, Abel, Laurent, Cobat, Aurélie
Formato: Online Artículo Texto
Lenguaje:English
Publicado: BioMed Central 2023
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10074346/
https://www.ncbi.nlm.nih.gov/pubmed/37020259
http://dx.doi.org/10.1186/s13073-023-01173-8
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author Matuozzo, Daniela
Talouarn, Estelle
Marchal, Astrid
Zhang, Peng
Manry, Jeremy
Seeleuthner, Yoann
Zhang, Yu
Bolze, Alexandre
Chaldebas, Matthieu
Milisavljevic, Baptiste
Gervais, Adrian
Bastard, Paul
Asano, Takaki
Bizien, Lucy
Barzaghi, Federica
Abolhassani, Hassan
Abou Tayoun, Ahmad
Aiuti, Alessandro
Alavi Darazam, Ilad
Allende, Luis M.
Alonso-Arias, Rebeca
Arias, Andrés Augusto
Aytekin, Gokhan
Bergman, Peter
Bondesan, Simone
Bryceson, Yenan T.
Bustos, Ingrid G.
Cabrera-Marante, Oscar
Carcel, Sheila
Carrera, Paola
Casari, Giorgio
Chaïbi, Khalil
Colobran, Roger
Condino-Neto, Antonio
Covill, Laura E.
Delmonte, Ottavia M.
El Zein, Loubna
Flores, Carlos
Gregersen, Peter K.
Gut, Marta
Haerynck, Filomeen
Halwani, Rabih
Hancerli, Selda
Hammarström, Lennart
Hatipoğlu, Nevin
Karbuz, Adem
Keles, Sevgi
Kyheng, Christèle
Leon-Lopez, Rafael
Franco, Jose Luis
Mansouri, Davood
Martinez-Picado, Javier
Metin Akcan, Ozge
Migeotte, Isabelle
Morange, Pierre-Emmanuel
Morelle, Guillaume
Martin-Nalda, Andrea
Novelli, Giuseppe
Novelli, Antonio
Ozcelik, Tayfun
Palabiyik, Figen
Pan-Hammarström, Qiang
de Diego, Rebeca Pérez
Planas-Serra, Laura
Pleguezuelo, Daniel E.
Prando, Carolina
Pujol, Aurora
Reyes, Luis Felipe
Rivière, Jacques G.
Rodriguez-Gallego, Carlos
Rojas, Julian
Rovere-Querini, Patrizia
Schlüter, Agatha
Shahrooei, Mohammad
Sobh, Ali
Soler-Palacin, Pere
Tandjaoui-Lambiotte, Yacine
Tipu, Imran
Tresoldi, Cristina
Troya, Jesus
van de Beek, Diederik
Zatz, Mayana
Zawadzki, Pawel
Al-Muhsen, Saleh Zaid
Alosaimi, Mohammed Faraj
Alsohime, Fahad M.
Baris-Feldman, Hagit
Butte, Manish J.
Constantinescu, Stefan N.
Cooper, Megan A.
Dalgard, Clifton L.
Fellay, Jacques
Heath, James R.
Lau, Yu-Lung
Lifton, Richard P.
Maniatis, Tom
Mogensen, Trine H.
von Bernuth, Horst
Lermine, Alban
Vidaud, Michel
Boland, Anne
Deleuze, Jean-François
Nussbaum, Robert
Kahn-Kirby, Amanda
Mentre, France
Tubiana, Sarah
Gorochov, Guy
Tubach, Florence
Hausfater, Pierre
Meyts, Isabelle
Zhang, Shen-Ying
Puel, Anne
Notarangelo, Luigi D.
Boisson-Dupuis, Stephanie
Su, Helen C.
Boisson, Bertrand
Jouanguy, Emmanuelle
Casanova, Jean-Laurent
Zhang, Qian
Abel, Laurent
Cobat, Aurélie
author_facet Matuozzo, Daniela
Talouarn, Estelle
Marchal, Astrid
Zhang, Peng
Manry, Jeremy
Seeleuthner, Yoann
Zhang, Yu
Bolze, Alexandre
Chaldebas, Matthieu
Milisavljevic, Baptiste
Gervais, Adrian
Bastard, Paul
Asano, Takaki
Bizien, Lucy
Barzaghi, Federica
Abolhassani, Hassan
Abou Tayoun, Ahmad
Aiuti, Alessandro
Alavi Darazam, Ilad
Allende, Luis M.
Alonso-Arias, Rebeca
Arias, Andrés Augusto
Aytekin, Gokhan
Bergman, Peter
Bondesan, Simone
Bryceson, Yenan T.
Bustos, Ingrid G.
Cabrera-Marante, Oscar
Carcel, Sheila
Carrera, Paola
Casari, Giorgio
Chaïbi, Khalil
Colobran, Roger
Condino-Neto, Antonio
Covill, Laura E.
Delmonte, Ottavia M.
El Zein, Loubna
Flores, Carlos
Gregersen, Peter K.
Gut, Marta
Haerynck, Filomeen
Halwani, Rabih
Hancerli, Selda
Hammarström, Lennart
Hatipoğlu, Nevin
Karbuz, Adem
Keles, Sevgi
Kyheng, Christèle
Leon-Lopez, Rafael
Franco, Jose Luis
Mansouri, Davood
Martinez-Picado, Javier
Metin Akcan, Ozge
Migeotte, Isabelle
Morange, Pierre-Emmanuel
Morelle, Guillaume
Martin-Nalda, Andrea
Novelli, Giuseppe
Novelli, Antonio
Ozcelik, Tayfun
Palabiyik, Figen
Pan-Hammarström, Qiang
de Diego, Rebeca Pérez
Planas-Serra, Laura
Pleguezuelo, Daniel E.
Prando, Carolina
Pujol, Aurora
Reyes, Luis Felipe
Rivière, Jacques G.
Rodriguez-Gallego, Carlos
Rojas, Julian
Rovere-Querini, Patrizia
Schlüter, Agatha
Shahrooei, Mohammad
Sobh, Ali
Soler-Palacin, Pere
Tandjaoui-Lambiotte, Yacine
Tipu, Imran
Tresoldi, Cristina
Troya, Jesus
van de Beek, Diederik
Zatz, Mayana
Zawadzki, Pawel
Al-Muhsen, Saleh Zaid
Alosaimi, Mohammed Faraj
Alsohime, Fahad M.
Baris-Feldman, Hagit
Butte, Manish J.
Constantinescu, Stefan N.
Cooper, Megan A.
Dalgard, Clifton L.
Fellay, Jacques
Heath, James R.
Lau, Yu-Lung
Lifton, Richard P.
Maniatis, Tom
Mogensen, Trine H.
von Bernuth, Horst
Lermine, Alban
Vidaud, Michel
Boland, Anne
Deleuze, Jean-François
Nussbaum, Robert
Kahn-Kirby, Amanda
Mentre, France
Tubiana, Sarah
Gorochov, Guy
Tubach, Florence
Hausfater, Pierre
Meyts, Isabelle
Zhang, Shen-Ying
Puel, Anne
Notarangelo, Luigi D.
Boisson-Dupuis, Stephanie
Su, Helen C.
Boisson, Bertrand
Jouanguy, Emmanuelle
Casanova, Jean-Laurent
Zhang, Qian
Abel, Laurent
Cobat, Aurélie
author_sort Matuozzo, Daniela
collection PubMed
description BACKGROUND: We previously reported that impaired type I IFN activity, due to inborn errors of TLR3- and TLR7-dependent type I interferon (IFN) immunity or to autoantibodies against type I IFN, account for 15–20% of cases of life-threatening COVID-19 in unvaccinated patients. Therefore, the determinants of life-threatening COVID-19 remain to be identified in ~ 80% of cases. METHODS: We report here a genome-wide rare variant burden association analysis in 3269 unvaccinated patients with life-threatening COVID-19, and 1373 unvaccinated SARS-CoV-2-infected individuals without pneumonia. Among the 928 patients tested for autoantibodies against type I IFN, a quarter (234) were positive and were excluded. RESULTS: No gene reached genome-wide significance. Under a recessive model, the most significant gene with at-risk variants was TLR7, with an OR of 27.68 (95%CI 1.5–528.7, P = 1.1 × 10(−4)) for biochemically loss-of-function (bLOF) variants. We replicated the enrichment in rare predicted LOF (pLOF) variants at 13 influenza susceptibility loci involved in TLR3-dependent type I IFN immunity (OR = 3.70[95%CI 1.3–8.2], P = 2.1 × 10(−4)). This enrichment was further strengthened by (1) adding the recently reported TYK2 and TLR7 COVID-19 loci, particularly under a recessive model (OR = 19.65[95%CI 2.1–2635.4], P = 3.4 × 10(−3)), and (2) considering as pLOF branchpoint variants with potentially strong impacts on splicing among the 15 loci (OR = 4.40[9%CI 2.3–8.4], P = 7.7 × 10(−8)). Finally, the patients with pLOF/bLOF variants at these 15 loci were significantly younger (mean age [SD] = 43.3 [20.3] years) than the other patients (56.0 [17.3] years; P = 1.68 × 10(−5)). CONCLUSIONS: Rare variants of TLR3- and TLR7-dependent type I IFN immunity genes can underlie life-threatening COVID-19, particularly with recessive inheritance, in patients under 60 years old. SUPPLEMENTARY INFORMATION: The online version contains supplementary material available at 10.1186/s13073-023-01173-8.
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spelling pubmed-100743462023-04-05 Rare predicted loss-of-function variants of type I IFN immunity genes are associated with life-threatening COVID-19 Matuozzo, Daniela Talouarn, Estelle Marchal, Astrid Zhang, Peng Manry, Jeremy Seeleuthner, Yoann Zhang, Yu Bolze, Alexandre Chaldebas, Matthieu Milisavljevic, Baptiste Gervais, Adrian Bastard, Paul Asano, Takaki Bizien, Lucy Barzaghi, Federica Abolhassani, Hassan Abou Tayoun, Ahmad Aiuti, Alessandro Alavi Darazam, Ilad Allende, Luis M. Alonso-Arias, Rebeca Arias, Andrés Augusto Aytekin, Gokhan Bergman, Peter Bondesan, Simone Bryceson, Yenan T. Bustos, Ingrid G. Cabrera-Marante, Oscar Carcel, Sheila Carrera, Paola Casari, Giorgio Chaïbi, Khalil Colobran, Roger Condino-Neto, Antonio Covill, Laura E. Delmonte, Ottavia M. El Zein, Loubna Flores, Carlos Gregersen, Peter K. Gut, Marta Haerynck, Filomeen Halwani, Rabih Hancerli, Selda Hammarström, Lennart Hatipoğlu, Nevin Karbuz, Adem Keles, Sevgi Kyheng, Christèle Leon-Lopez, Rafael Franco, Jose Luis Mansouri, Davood Martinez-Picado, Javier Metin Akcan, Ozge Migeotte, Isabelle Morange, Pierre-Emmanuel Morelle, Guillaume Martin-Nalda, Andrea Novelli, Giuseppe Novelli, Antonio Ozcelik, Tayfun Palabiyik, Figen Pan-Hammarström, Qiang de Diego, Rebeca Pérez Planas-Serra, Laura Pleguezuelo, Daniel E. Prando, Carolina Pujol, Aurora Reyes, Luis Felipe Rivière, Jacques G. Rodriguez-Gallego, Carlos Rojas, Julian Rovere-Querini, Patrizia Schlüter, Agatha Shahrooei, Mohammad Sobh, Ali Soler-Palacin, Pere Tandjaoui-Lambiotte, Yacine Tipu, Imran Tresoldi, Cristina Troya, Jesus van de Beek, Diederik Zatz, Mayana Zawadzki, Pawel Al-Muhsen, Saleh Zaid Alosaimi, Mohammed Faraj Alsohime, Fahad M. Baris-Feldman, Hagit Butte, Manish J. Constantinescu, Stefan N. Cooper, Megan A. Dalgard, Clifton L. Fellay, Jacques Heath, James R. Lau, Yu-Lung Lifton, Richard P. Maniatis, Tom Mogensen, Trine H. von Bernuth, Horst Lermine, Alban Vidaud, Michel Boland, Anne Deleuze, Jean-François Nussbaum, Robert Kahn-Kirby, Amanda Mentre, France Tubiana, Sarah Gorochov, Guy Tubach, Florence Hausfater, Pierre Meyts, Isabelle Zhang, Shen-Ying Puel, Anne Notarangelo, Luigi D. Boisson-Dupuis, Stephanie Su, Helen C. Boisson, Bertrand Jouanguy, Emmanuelle Casanova, Jean-Laurent Zhang, Qian Abel, Laurent Cobat, Aurélie Genome Med Research BACKGROUND: We previously reported that impaired type I IFN activity, due to inborn errors of TLR3- and TLR7-dependent type I interferon (IFN) immunity or to autoantibodies against type I IFN, account for 15–20% of cases of life-threatening COVID-19 in unvaccinated patients. Therefore, the determinants of life-threatening COVID-19 remain to be identified in ~ 80% of cases. METHODS: We report here a genome-wide rare variant burden association analysis in 3269 unvaccinated patients with life-threatening COVID-19, and 1373 unvaccinated SARS-CoV-2-infected individuals without pneumonia. Among the 928 patients tested for autoantibodies against type I IFN, a quarter (234) were positive and were excluded. RESULTS: No gene reached genome-wide significance. Under a recessive model, the most significant gene with at-risk variants was TLR7, with an OR of 27.68 (95%CI 1.5–528.7, P = 1.1 × 10(−4)) for biochemically loss-of-function (bLOF) variants. We replicated the enrichment in rare predicted LOF (pLOF) variants at 13 influenza susceptibility loci involved in TLR3-dependent type I IFN immunity (OR = 3.70[95%CI 1.3–8.2], P = 2.1 × 10(−4)). This enrichment was further strengthened by (1) adding the recently reported TYK2 and TLR7 COVID-19 loci, particularly under a recessive model (OR = 19.65[95%CI 2.1–2635.4], P = 3.4 × 10(−3)), and (2) considering as pLOF branchpoint variants with potentially strong impacts on splicing among the 15 loci (OR = 4.40[9%CI 2.3–8.4], P = 7.7 × 10(−8)). Finally, the patients with pLOF/bLOF variants at these 15 loci were significantly younger (mean age [SD] = 43.3 [20.3] years) than the other patients (56.0 [17.3] years; P = 1.68 × 10(−5)). CONCLUSIONS: Rare variants of TLR3- and TLR7-dependent type I IFN immunity genes can underlie life-threatening COVID-19, particularly with recessive inheritance, in patients under 60 years old. SUPPLEMENTARY INFORMATION: The online version contains supplementary material available at 10.1186/s13073-023-01173-8. BioMed Central 2023-04-05 /pmc/articles/PMC10074346/ /pubmed/37020259 http://dx.doi.org/10.1186/s13073-023-01173-8 Text en © The Author(s) 2023 https://creativecommons.org/licenses/by/4.0/Open AccessThis article is licensed under a Creative Commons Attribution 4.0 International License, which permits use, sharing, adaptation, distribution and reproduction in any medium or format, as long as you give appropriate credit to the original author(s) and the source, provide a link to the Creative Commons licence, and indicate if changes were made. The images or other third party material in this article are included in the article's Creative Commons licence, unless indicated otherwise in a credit line to the material. If material is not included in the article's Creative Commons licence and your intended use is not permitted by statutory regulation or exceeds the permitted use, you will need to obtain permission directly from the copyright holder. To view a copy of this licence, visit http://creativecommons.org/licenses/by/4.0/ (https://creativecommons.org/licenses/by/4.0/) . The Creative Commons Public Domain Dedication waiver (http://creativecommons.org/publicdomain/zero/1.0/ (https://creativecommons.org/publicdomain/zero/1.0/) ) applies to the data made available in this article, unless otherwise stated in a credit line to the data.
spellingShingle Research
Matuozzo, Daniela
Talouarn, Estelle
Marchal, Astrid
Zhang, Peng
Manry, Jeremy
Seeleuthner, Yoann
Zhang, Yu
Bolze, Alexandre
Chaldebas, Matthieu
Milisavljevic, Baptiste
Gervais, Adrian
Bastard, Paul
Asano, Takaki
Bizien, Lucy
Barzaghi, Federica
Abolhassani, Hassan
Abou Tayoun, Ahmad
Aiuti, Alessandro
Alavi Darazam, Ilad
Allende, Luis M.
Alonso-Arias, Rebeca
Arias, Andrés Augusto
Aytekin, Gokhan
Bergman, Peter
Bondesan, Simone
Bryceson, Yenan T.
Bustos, Ingrid G.
Cabrera-Marante, Oscar
Carcel, Sheila
Carrera, Paola
Casari, Giorgio
Chaïbi, Khalil
Colobran, Roger
Condino-Neto, Antonio
Covill, Laura E.
Delmonte, Ottavia M.
El Zein, Loubna
Flores, Carlos
Gregersen, Peter K.
Gut, Marta
Haerynck, Filomeen
Halwani, Rabih
Hancerli, Selda
Hammarström, Lennart
Hatipoğlu, Nevin
Karbuz, Adem
Keles, Sevgi
Kyheng, Christèle
Leon-Lopez, Rafael
Franco, Jose Luis
Mansouri, Davood
Martinez-Picado, Javier
Metin Akcan, Ozge
Migeotte, Isabelle
Morange, Pierre-Emmanuel
Morelle, Guillaume
Martin-Nalda, Andrea
Novelli, Giuseppe
Novelli, Antonio
Ozcelik, Tayfun
Palabiyik, Figen
Pan-Hammarström, Qiang
de Diego, Rebeca Pérez
Planas-Serra, Laura
Pleguezuelo, Daniel E.
Prando, Carolina
Pujol, Aurora
Reyes, Luis Felipe
Rivière, Jacques G.
Rodriguez-Gallego, Carlos
Rojas, Julian
Rovere-Querini, Patrizia
Schlüter, Agatha
Shahrooei, Mohammad
Sobh, Ali
Soler-Palacin, Pere
Tandjaoui-Lambiotte, Yacine
Tipu, Imran
Tresoldi, Cristina
Troya, Jesus
van de Beek, Diederik
Zatz, Mayana
Zawadzki, Pawel
Al-Muhsen, Saleh Zaid
Alosaimi, Mohammed Faraj
Alsohime, Fahad M.
Baris-Feldman, Hagit
Butte, Manish J.
Constantinescu, Stefan N.
Cooper, Megan A.
Dalgard, Clifton L.
Fellay, Jacques
Heath, James R.
Lau, Yu-Lung
Lifton, Richard P.
Maniatis, Tom
Mogensen, Trine H.
von Bernuth, Horst
Lermine, Alban
Vidaud, Michel
Boland, Anne
Deleuze, Jean-François
Nussbaum, Robert
Kahn-Kirby, Amanda
Mentre, France
Tubiana, Sarah
Gorochov, Guy
Tubach, Florence
Hausfater, Pierre
Meyts, Isabelle
Zhang, Shen-Ying
Puel, Anne
Notarangelo, Luigi D.
Boisson-Dupuis, Stephanie
Su, Helen C.
Boisson, Bertrand
Jouanguy, Emmanuelle
Casanova, Jean-Laurent
Zhang, Qian
Abel, Laurent
Cobat, Aurélie
Rare predicted loss-of-function variants of type I IFN immunity genes are associated with life-threatening COVID-19
title Rare predicted loss-of-function variants of type I IFN immunity genes are associated with life-threatening COVID-19
title_full Rare predicted loss-of-function variants of type I IFN immunity genes are associated with life-threatening COVID-19
title_fullStr Rare predicted loss-of-function variants of type I IFN immunity genes are associated with life-threatening COVID-19
title_full_unstemmed Rare predicted loss-of-function variants of type I IFN immunity genes are associated with life-threatening COVID-19
title_short Rare predicted loss-of-function variants of type I IFN immunity genes are associated with life-threatening COVID-19
title_sort rare predicted loss-of-function variants of type i ifn immunity genes are associated with life-threatening covid-19
topic Research
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10074346/
https://www.ncbi.nlm.nih.gov/pubmed/37020259
http://dx.doi.org/10.1186/s13073-023-01173-8
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AT elzeinloubna rarepredictedlossoffunctionvariantsoftypeiifnimmunitygenesareassociatedwithlifethreateningcovid19
AT florescarlos rarepredictedlossoffunctionvariantsoftypeiifnimmunitygenesareassociatedwithlifethreateningcovid19
AT gregersenpeterk rarepredictedlossoffunctionvariantsoftypeiifnimmunitygenesareassociatedwithlifethreateningcovid19
AT gutmarta rarepredictedlossoffunctionvariantsoftypeiifnimmunitygenesareassociatedwithlifethreateningcovid19
AT haerynckfilomeen rarepredictedlossoffunctionvariantsoftypeiifnimmunitygenesareassociatedwithlifethreateningcovid19
AT halwanirabih rarepredictedlossoffunctionvariantsoftypeiifnimmunitygenesareassociatedwithlifethreateningcovid19
AT hancerliselda rarepredictedlossoffunctionvariantsoftypeiifnimmunitygenesareassociatedwithlifethreateningcovid19
AT hammarstromlennart rarepredictedlossoffunctionvariantsoftypeiifnimmunitygenesareassociatedwithlifethreateningcovid19
AT hatipoglunevin rarepredictedlossoffunctionvariantsoftypeiifnimmunitygenesareassociatedwithlifethreateningcovid19
AT karbuzadem rarepredictedlossoffunctionvariantsoftypeiifnimmunitygenesareassociatedwithlifethreateningcovid19
AT kelessevgi rarepredictedlossoffunctionvariantsoftypeiifnimmunitygenesareassociatedwithlifethreateningcovid19
AT kyhengchristele rarepredictedlossoffunctionvariantsoftypeiifnimmunitygenesareassociatedwithlifethreateningcovid19
AT leonlopezrafael rarepredictedlossoffunctionvariantsoftypeiifnimmunitygenesareassociatedwithlifethreateningcovid19
AT francojoseluis rarepredictedlossoffunctionvariantsoftypeiifnimmunitygenesareassociatedwithlifethreateningcovid19
AT mansouridavood rarepredictedlossoffunctionvariantsoftypeiifnimmunitygenesareassociatedwithlifethreateningcovid19
AT martinezpicadojavier rarepredictedlossoffunctionvariantsoftypeiifnimmunitygenesareassociatedwithlifethreateningcovid19
AT metinakcanozge rarepredictedlossoffunctionvariantsoftypeiifnimmunitygenesareassociatedwithlifethreateningcovid19
AT migeotteisabelle rarepredictedlossoffunctionvariantsoftypeiifnimmunitygenesareassociatedwithlifethreateningcovid19
AT morangepierreemmanuel rarepredictedlossoffunctionvariantsoftypeiifnimmunitygenesareassociatedwithlifethreateningcovid19
AT morelleguillaume rarepredictedlossoffunctionvariantsoftypeiifnimmunitygenesareassociatedwithlifethreateningcovid19
AT martinnaldaandrea rarepredictedlossoffunctionvariantsoftypeiifnimmunitygenesareassociatedwithlifethreateningcovid19
AT novelligiuseppe rarepredictedlossoffunctionvariantsoftypeiifnimmunitygenesareassociatedwithlifethreateningcovid19
AT novelliantonio rarepredictedlossoffunctionvariantsoftypeiifnimmunitygenesareassociatedwithlifethreateningcovid19
AT ozceliktayfun rarepredictedlossoffunctionvariantsoftypeiifnimmunitygenesareassociatedwithlifethreateningcovid19
AT palabiyikfigen rarepredictedlossoffunctionvariantsoftypeiifnimmunitygenesareassociatedwithlifethreateningcovid19
AT panhammarstromqiang rarepredictedlossoffunctionvariantsoftypeiifnimmunitygenesareassociatedwithlifethreateningcovid19
AT dediegorebecaperez rarepredictedlossoffunctionvariantsoftypeiifnimmunitygenesareassociatedwithlifethreateningcovid19
AT planasserralaura rarepredictedlossoffunctionvariantsoftypeiifnimmunitygenesareassociatedwithlifethreateningcovid19
AT pleguezuelodaniele rarepredictedlossoffunctionvariantsoftypeiifnimmunitygenesareassociatedwithlifethreateningcovid19
AT prandocarolina rarepredictedlossoffunctionvariantsoftypeiifnimmunitygenesareassociatedwithlifethreateningcovid19
AT pujolaurora rarepredictedlossoffunctionvariantsoftypeiifnimmunitygenesareassociatedwithlifethreateningcovid19
AT reyesluisfelipe rarepredictedlossoffunctionvariantsoftypeiifnimmunitygenesareassociatedwithlifethreateningcovid19
AT rivierejacquesg rarepredictedlossoffunctionvariantsoftypeiifnimmunitygenesareassociatedwithlifethreateningcovid19
AT rodriguezgallegocarlos rarepredictedlossoffunctionvariantsoftypeiifnimmunitygenesareassociatedwithlifethreateningcovid19
AT rojasjulian rarepredictedlossoffunctionvariantsoftypeiifnimmunitygenesareassociatedwithlifethreateningcovid19
AT roverequerinipatrizia rarepredictedlossoffunctionvariantsoftypeiifnimmunitygenesareassociatedwithlifethreateningcovid19
AT schluteragatha rarepredictedlossoffunctionvariantsoftypeiifnimmunitygenesareassociatedwithlifethreateningcovid19
AT shahrooeimohammad rarepredictedlossoffunctionvariantsoftypeiifnimmunitygenesareassociatedwithlifethreateningcovid19
AT sobhali rarepredictedlossoffunctionvariantsoftypeiifnimmunitygenesareassociatedwithlifethreateningcovid19
AT solerpalacinpere rarepredictedlossoffunctionvariantsoftypeiifnimmunitygenesareassociatedwithlifethreateningcovid19
AT tandjaouilambiotteyacine rarepredictedlossoffunctionvariantsoftypeiifnimmunitygenesareassociatedwithlifethreateningcovid19
AT tipuimran rarepredictedlossoffunctionvariantsoftypeiifnimmunitygenesareassociatedwithlifethreateningcovid19
AT tresoldicristina rarepredictedlossoffunctionvariantsoftypeiifnimmunitygenesareassociatedwithlifethreateningcovid19
AT troyajesus rarepredictedlossoffunctionvariantsoftypeiifnimmunitygenesareassociatedwithlifethreateningcovid19
AT vandebeekdiederik rarepredictedlossoffunctionvariantsoftypeiifnimmunitygenesareassociatedwithlifethreateningcovid19
AT zatzmayana rarepredictedlossoffunctionvariantsoftypeiifnimmunitygenesareassociatedwithlifethreateningcovid19
AT zawadzkipawel rarepredictedlossoffunctionvariantsoftypeiifnimmunitygenesareassociatedwithlifethreateningcovid19
AT almuhsensalehzaid rarepredictedlossoffunctionvariantsoftypeiifnimmunitygenesareassociatedwithlifethreateningcovid19
AT alosaimimohammedfaraj rarepredictedlossoffunctionvariantsoftypeiifnimmunitygenesareassociatedwithlifethreateningcovid19
AT alsohimefahadm rarepredictedlossoffunctionvariantsoftypeiifnimmunitygenesareassociatedwithlifethreateningcovid19
AT barisfeldmanhagit rarepredictedlossoffunctionvariantsoftypeiifnimmunitygenesareassociatedwithlifethreateningcovid19
AT buttemanishj rarepredictedlossoffunctionvariantsoftypeiifnimmunitygenesareassociatedwithlifethreateningcovid19
AT constantinescustefann rarepredictedlossoffunctionvariantsoftypeiifnimmunitygenesareassociatedwithlifethreateningcovid19
AT coopermegana rarepredictedlossoffunctionvariantsoftypeiifnimmunitygenesareassociatedwithlifethreateningcovid19
AT dalgardcliftonl rarepredictedlossoffunctionvariantsoftypeiifnimmunitygenesareassociatedwithlifethreateningcovid19
AT fellayjacques rarepredictedlossoffunctionvariantsoftypeiifnimmunitygenesareassociatedwithlifethreateningcovid19
AT heathjamesr rarepredictedlossoffunctionvariantsoftypeiifnimmunitygenesareassociatedwithlifethreateningcovid19
AT lauyulung rarepredictedlossoffunctionvariantsoftypeiifnimmunitygenesareassociatedwithlifethreateningcovid19
AT liftonrichardp rarepredictedlossoffunctionvariantsoftypeiifnimmunitygenesareassociatedwithlifethreateningcovid19
AT maniatistom rarepredictedlossoffunctionvariantsoftypeiifnimmunitygenesareassociatedwithlifethreateningcovid19
AT mogensentrineh rarepredictedlossoffunctionvariantsoftypeiifnimmunitygenesareassociatedwithlifethreateningcovid19
AT vonbernuthhorst rarepredictedlossoffunctionvariantsoftypeiifnimmunitygenesareassociatedwithlifethreateningcovid19
AT lerminealban rarepredictedlossoffunctionvariantsoftypeiifnimmunitygenesareassociatedwithlifethreateningcovid19
AT vidaudmichel rarepredictedlossoffunctionvariantsoftypeiifnimmunitygenesareassociatedwithlifethreateningcovid19
AT bolandanne rarepredictedlossoffunctionvariantsoftypeiifnimmunitygenesareassociatedwithlifethreateningcovid19
AT deleuzejeanfrancois rarepredictedlossoffunctionvariantsoftypeiifnimmunitygenesareassociatedwithlifethreateningcovid19
AT nussbaumrobert rarepredictedlossoffunctionvariantsoftypeiifnimmunitygenesareassociatedwithlifethreateningcovid19
AT kahnkirbyamanda rarepredictedlossoffunctionvariantsoftypeiifnimmunitygenesareassociatedwithlifethreateningcovid19
AT mentrefrance rarepredictedlossoffunctionvariantsoftypeiifnimmunitygenesareassociatedwithlifethreateningcovid19
AT tubianasarah rarepredictedlossoffunctionvariantsoftypeiifnimmunitygenesareassociatedwithlifethreateningcovid19
AT gorochovguy rarepredictedlossoffunctionvariantsoftypeiifnimmunitygenesareassociatedwithlifethreateningcovid19
AT tubachflorence rarepredictedlossoffunctionvariantsoftypeiifnimmunitygenesareassociatedwithlifethreateningcovid19
AT hausfaterpierre rarepredictedlossoffunctionvariantsoftypeiifnimmunitygenesareassociatedwithlifethreateningcovid19
AT rarepredictedlossoffunctionvariantsoftypeiifnimmunitygenesareassociatedwithlifethreateningcovid19
AT rarepredictedlossoffunctionvariantsoftypeiifnimmunitygenesareassociatedwithlifethreateningcovid19
AT rarepredictedlossoffunctionvariantsoftypeiifnimmunitygenesareassociatedwithlifethreateningcovid19
AT rarepredictedlossoffunctionvariantsoftypeiifnimmunitygenesareassociatedwithlifethreateningcovid19
AT rarepredictedlossoffunctionvariantsoftypeiifnimmunitygenesareassociatedwithlifethreateningcovid19
AT rarepredictedlossoffunctionvariantsoftypeiifnimmunitygenesareassociatedwithlifethreateningcovid19
AT rarepredictedlossoffunctionvariantsoftypeiifnimmunitygenesareassociatedwithlifethreateningcovid19
AT rarepredictedlossoffunctionvariantsoftypeiifnimmunitygenesareassociatedwithlifethreateningcovid19
AT rarepredictedlossoffunctionvariantsoftypeiifnimmunitygenesareassociatedwithlifethreateningcovid19
AT meytsisabelle rarepredictedlossoffunctionvariantsoftypeiifnimmunitygenesareassociatedwithlifethreateningcovid19
AT zhangshenying rarepredictedlossoffunctionvariantsoftypeiifnimmunitygenesareassociatedwithlifethreateningcovid19
AT puelanne rarepredictedlossoffunctionvariantsoftypeiifnimmunitygenesareassociatedwithlifethreateningcovid19
AT notarangeloluigid rarepredictedlossoffunctionvariantsoftypeiifnimmunitygenesareassociatedwithlifethreateningcovid19
AT boissondupuisstephanie rarepredictedlossoffunctionvariantsoftypeiifnimmunitygenesareassociatedwithlifethreateningcovid19
AT suhelenc rarepredictedlossoffunctionvariantsoftypeiifnimmunitygenesareassociatedwithlifethreateningcovid19
AT boissonbertrand rarepredictedlossoffunctionvariantsoftypeiifnimmunitygenesareassociatedwithlifethreateningcovid19
AT jouanguyemmanuelle rarepredictedlossoffunctionvariantsoftypeiifnimmunitygenesareassociatedwithlifethreateningcovid19
AT casanovajeanlaurent rarepredictedlossoffunctionvariantsoftypeiifnimmunitygenesareassociatedwithlifethreateningcovid19
AT zhangqian rarepredictedlossoffunctionvariantsoftypeiifnimmunitygenesareassociatedwithlifethreateningcovid19
AT abellaurent rarepredictedlossoffunctionvariantsoftypeiifnimmunitygenesareassociatedwithlifethreateningcovid19
AT cobataurelie rarepredictedlossoffunctionvariantsoftypeiifnimmunitygenesareassociatedwithlifethreateningcovid19