Systematic assessment of COVID-19 host genetics using whole genome sequencing data
Courses of SARS-CoV-2 infections are highly variable, ranging from asymptomatic to lethal COVID-19. Though research has shown that host genetic factors contribute to this variability, cohort-based joint analyses of variants from the entire allelic spectrum in individuals with confirmed SARS-CoV-2 in...
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creator | Schmidt, Axel Casadei, Nicolas Brand, Fabian Demidov, German Vojgani, Elaheh Abolhassani, Ayda Aldisi, Rana Butler-Laporte, Guillaume Alawathurage, T Madhusankha Augustin, Max Bals, Robert Bellinghausen, Carla Berger, Marc Moritz Bitzer, Michael Bode, Christian Boos, Jannik Brenner, Thorsten Cornely, Oliver A Eggermann, Thomas Erber, Johanna Feldt, Torsten Fuchsberger, Christian Gagneur, Julien Göpel, Siri Haack, Tobias Häberle, Helene Hanses, Frank Heggemann, Julia Hehr, Ute Hellmuth, Johannes C Herr, Christian Hinney, Anke Hoffmann, Per Illig, Thomas Jensen, Björn-Erik Ole Keitel, Verena Kim-Hellmuth, Sarah Koehler, Philipp Kurth, Ingo Lanz, Anna-Lisa Latz, Eicke Lehmann, Clara Luedde, Tom Maj, Carlo Mian, Michael Miller, Abigail Muenchhoff, Maximilian Pink, Isabell Protzer, Ulrike Rohn, Hana Rybniker, Jan Scaggiante, Federica Schaffeldt, Anna Scherer, Clemens Schieck, Maximilian Schmidt, Susanne V Schommers, Philipp Spinner, Christoph D Vehreschild, Maria J G T Velavan, Thirumalaisamy P Volland, Sonja Wilfling, Sibylle Winter, Christof Richards, J Brent Heimbach, André Becker, Kerstin Ossowski, Stephan Schultze, Joachim L Nürnberg, Peter Nöthen, Markus M Motameny, Susanne Nothnagel, Michael Riess, Olaf Schulte, Eva C Ludwig, Kerstin U |
description | Courses of SARS-CoV-2 infections are highly variable, ranging from asymptomatic to lethal COVID-19. Though research has shown that host genetic factors contribute to this variability, cohort-based joint analyses of variants from the entire allelic spectrum in individuals with confirmed SARS-CoV-2 infections are still lacking. Here, we present the results of whole genome sequencing in 1,220 mainly vaccine-naïve individuals with confirmed SARS-CoV-2 infection, including 827 hospitalized COVID-19 cases. We observed the presence of autosomal-recessive or likely compound heterozygous monogenic disorders in six individuals, all of which were hospitalized and significantly younger than the rest of the cohort. We did not observe any suggestive causal variants in or around the established risk gene TLR7. Burden testing in the largest population subgroup (i.e., Europeans) suggested nominal enrichments of rare variants in coding and non-coding regions of interferon immune response genes in the overall analysis and male subgroup. Case-control analyses of more common variants confirmed associations with previously reported risk loci, with the key locus at 3p21 reaching genome-wide significance. Polygenic scores accurately captured risk in an age-dependent manner. By enabling joint analyses of different types of variation across the entire frequency spectrum, this data will continue to contribute to the elucidation of COVID-19 etiology. |
doi_str_mv | 10.1371/journal.ppat.1012786 |
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Though research has shown that host genetic factors contribute to this variability, cohort-based joint analyses of variants from the entire allelic spectrum in individuals with confirmed SARS-CoV-2 infections are still lacking. Here, we present the results of whole genome sequencing in 1,220 mainly vaccine-naïve individuals with confirmed SARS-CoV-2 infection, including 827 hospitalized COVID-19 cases. We observed the presence of autosomal-recessive or likely compound heterozygous monogenic disorders in six individuals, all of which were hospitalized and significantly younger than the rest of the cohort. We did not observe any suggestive causal variants in or around the established risk gene TLR7. Burden testing in the largest population subgroup (i.e., Europeans) suggested nominal enrichments of rare variants in coding and non-coding regions of interferon immune response genes in the overall analysis and male subgroup. Case-control analyses of more common variants confirmed associations with previously reported risk loci, with the key locus at 3p21 reaching genome-wide significance. Polygenic scores accurately captured risk in an age-dependent manner. By enabling joint analyses of different types of variation across the entire frequency spectrum, this data will continue to contribute to the elucidation of COVID-19 etiology.</description><identifier>ISSN: 1553-7374</identifier><identifier>ISSN: 1553-7366</identifier><identifier>EISSN: 1553-7374</identifier><identifier>DOI: 10.1371/journal.ppat.1012786</identifier><identifier>PMID: 39715278</identifier><language>eng</language><publisher>United States: Public Library of Science</publisher><subject>Adult ; Aged ; Biology and life sciences ; Case-Control Studies ; COVID-19 - genetics ; COVID-19 - virology ; Female ; Genetic Predisposition to Disease ; Genome-Wide Association Study ; Humans ; Male ; Medicine and Health Sciences ; Middle Aged ; SARS-CoV-2 - genetics ; Toll-Like Receptor 7 - genetics ; Whole Genome Sequencing - methods ; Young Adult</subject><ispartof>PLoS pathogens, 2024-12, Vol.20 (12), p.e1012786</ispartof><rights>Copyright: © 2024 Schmidt et al. This is an open access article distributed under the terms of the Creative Commons Attribution License, which permits unrestricted use, distribution, and reproduction in any medium, provided the original author and source are credited.</rights><rights>2024 Schmidt et al 2024 Schmidt et al</rights><lds50>peer_reviewed</lds50><oa>free_for_read</oa><woscitedreferencessubscribed>false</woscitedreferencessubscribed><cites>FETCH-LOGICAL-c2036-e8aeda8370fdc19d681a430188ada70df477fdbeb1ab5122a11babbdf3d5d85a3</cites><orcidid>0000-0002-8541-2519 ; 0000-0002-9780-7243 ; 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Stephan</creatorcontrib><creatorcontrib>Schultze, Joachim L</creatorcontrib><creatorcontrib>Nürnberg, Peter</creatorcontrib><creatorcontrib>Nöthen, Markus M</creatorcontrib><creatorcontrib>Motameny, Susanne</creatorcontrib><creatorcontrib>Nothnagel, Michael</creatorcontrib><creatorcontrib>Riess, Olaf</creatorcontrib><creatorcontrib>Schulte, Eva C</creatorcontrib><creatorcontrib>Ludwig, Kerstin U</creatorcontrib><creatorcontrib>DeCOI host genetics group</creatorcontrib><creatorcontrib>DeCOI</creatorcontrib><title>Systematic assessment of COVID-19 host genetics using whole genome sequencing data</title><title>PLoS pathogens</title><addtitle>PLoS Pathog</addtitle><description>Courses of SARS-CoV-2 infections are highly variable, ranging from asymptomatic to lethal COVID-19. Though research has shown that host genetic factors contribute to this variability, cohort-based joint analyses of variants from the entire allelic spectrum in individuals with confirmed SARS-CoV-2 infections are still lacking. Here, we present the results of whole genome sequencing in 1,220 mainly vaccine-naïve individuals with confirmed SARS-CoV-2 infection, including 827 hospitalized COVID-19 cases. We observed the presence of autosomal-recessive or likely compound heterozygous monogenic disorders in six individuals, all of which were hospitalized and significantly younger than the rest of the cohort. We did not observe any suggestive causal variants in or around the established risk gene TLR7. Burden testing in the largest population subgroup (i.e., Europeans) suggested nominal enrichments of rare variants in coding and non-coding regions of interferon immune response genes in the overall analysis and male subgroup. Case-control analyses of more common variants confirmed associations with previously reported risk loci, with the key locus at 3p21 reaching genome-wide significance. Polygenic scores accurately captured risk in an age-dependent manner. By enabling joint analyses of different types of variation across the entire frequency spectrum, this data will continue to contribute to the elucidation of COVID-19 etiology.</description><subject>Adult</subject><subject>Aged</subject><subject>Biology and life sciences</subject><subject>Case-Control Studies</subject><subject>COVID-19 - genetics</subject><subject>COVID-19 - virology</subject><subject>Female</subject><subject>Genetic Predisposition to Disease</subject><subject>Genome-Wide Association Study</subject><subject>Humans</subject><subject>Male</subject><subject>Medicine and Health Sciences</subject><subject>Middle Aged</subject><subject>SARS-CoV-2 - genetics</subject><subject>Toll-Like Receptor 7 - genetics</subject><subject>Whole Genome Sequencing - methods</subject><subject>Young 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Philipp ; Spinner, Christoph D ; Vehreschild, Maria J G T ; Velavan, Thirumalaisamy P ; Volland, Sonja ; Wilfling, Sibylle ; Winter, Christof ; Richards, J Brent ; Heimbach, André ; Becker, Kerstin ; Ossowski, Stephan ; Schultze, Joachim L ; Nürnberg, Peter ; Nöthen, Markus M ; Motameny, Susanne ; Nothnagel, Michael ; Riess, Olaf ; Schulte, Eva C ; Ludwig, Kerstin U</author></sort><facets><frbrtype>5</frbrtype><frbrgroupid>cdi_FETCH-LOGICAL-c2036-e8aeda8370fdc19d681a430188ada70df477fdbeb1ab5122a11babbdf3d5d85a3</frbrgroupid><rsrctype>articles</rsrctype><prefilter>articles</prefilter><language>eng</language><creationdate>2024</creationdate><topic>Adult</topic><topic>Aged</topic><topic>Biology and life sciences</topic><topic>Case-Control Studies</topic><topic>COVID-19 - genetics</topic><topic>COVID-19 - virology</topic><topic>Female</topic><topic>Genetic Predisposition to Disease</topic><topic>Genome-Wide Association Study</topic><topic>Humans</topic><topic>Male</topic><topic>Medicine and Health Sciences</topic><topic>Middle Aged</topic><topic>SARS-CoV-2 - genetics</topic><topic>Toll-Like Receptor 7 - genetics</topic><topic>Whole Genome Sequencing - methods</topic><topic>Young Adult</topic><toplevel>peer_reviewed</toplevel><toplevel>online_resources</toplevel><creatorcontrib>Schmidt, Axel</creatorcontrib><creatorcontrib>Casadei, Nicolas</creatorcontrib><creatorcontrib>Brand, Fabian</creatorcontrib><creatorcontrib>Demidov, German</creatorcontrib><creatorcontrib>Vojgani, Elaheh</creatorcontrib><creatorcontrib>Abolhassani, Ayda</creatorcontrib><creatorcontrib>Aldisi, Rana</creatorcontrib><creatorcontrib>Butler-Laporte, Guillaume</creatorcontrib><creatorcontrib>Alawathurage, T Madhusankha</creatorcontrib><creatorcontrib>Augustin, Max</creatorcontrib><creatorcontrib>Bals, Robert</creatorcontrib><creatorcontrib>Bellinghausen, Carla</creatorcontrib><creatorcontrib>Berger, Marc Moritz</creatorcontrib><creatorcontrib>Bitzer, Michael</creatorcontrib><creatorcontrib>Bode, Christian</creatorcontrib><creatorcontrib>Boos, Jannik</creatorcontrib><creatorcontrib>Brenner, Thorsten</creatorcontrib><creatorcontrib>Cornely, Oliver A</creatorcontrib><creatorcontrib>Eggermann, Thomas</creatorcontrib><creatorcontrib>Erber, Johanna</creatorcontrib><creatorcontrib>Feldt, Torsten</creatorcontrib><creatorcontrib>Fuchsberger, Christian</creatorcontrib><creatorcontrib>Gagneur, Julien</creatorcontrib><creatorcontrib>Göpel, Siri</creatorcontrib><creatorcontrib>Haack, Tobias</creatorcontrib><creatorcontrib>Häberle, Helene</creatorcontrib><creatorcontrib>Hanses, Frank</creatorcontrib><creatorcontrib>Heggemann, Julia</creatorcontrib><creatorcontrib>Hehr, Ute</creatorcontrib><creatorcontrib>Hellmuth, Johannes C</creatorcontrib><creatorcontrib>Herr, Christian</creatorcontrib><creatorcontrib>Hinney, Anke</creatorcontrib><creatorcontrib>Hoffmann, Per</creatorcontrib><creatorcontrib>Illig, Thomas</creatorcontrib><creatorcontrib>Jensen, Björn-Erik Ole</creatorcontrib><creatorcontrib>Keitel, Verena</creatorcontrib><creatorcontrib>Kim-Hellmuth, Sarah</creatorcontrib><creatorcontrib>Koehler, Philipp</creatorcontrib><creatorcontrib>Kurth, Ingo</creatorcontrib><creatorcontrib>Lanz, Anna-Lisa</creatorcontrib><creatorcontrib>Latz, Eicke</creatorcontrib><creatorcontrib>Lehmann, Clara</creatorcontrib><creatorcontrib>Luedde, Tom</creatorcontrib><creatorcontrib>Maj, Carlo</creatorcontrib><creatorcontrib>Mian, Michael</creatorcontrib><creatorcontrib>Miller, Abigail</creatorcontrib><creatorcontrib>Muenchhoff, Maximilian</creatorcontrib><creatorcontrib>Pink, Isabell</creatorcontrib><creatorcontrib>Protzer, Ulrike</creatorcontrib><creatorcontrib>Rohn, Hana</creatorcontrib><creatorcontrib>Rybniker, Jan</creatorcontrib><creatorcontrib>Scaggiante, Federica</creatorcontrib><creatorcontrib>Schaffeldt, Anna</creatorcontrib><creatorcontrib>Scherer, Clemens</creatorcontrib><creatorcontrib>Schieck, Maximilian</creatorcontrib><creatorcontrib>Schmidt, Susanne V</creatorcontrib><creatorcontrib>Schommers, Philipp</creatorcontrib><creatorcontrib>Spinner, Christoph D</creatorcontrib><creatorcontrib>Vehreschild, Maria J G T</creatorcontrib><creatorcontrib>Velavan, Thirumalaisamy P</creatorcontrib><creatorcontrib>Volland, Sonja</creatorcontrib><creatorcontrib>Wilfling, Sibylle</creatorcontrib><creatorcontrib>Winter, Christof</creatorcontrib><creatorcontrib>Richards, J Brent</creatorcontrib><creatorcontrib>Heimbach, André</creatorcontrib><creatorcontrib>Becker, Kerstin</creatorcontrib><creatorcontrib>Ossowski, Stephan</creatorcontrib><creatorcontrib>Schultze, Joachim L</creatorcontrib><creatorcontrib>Nürnberg, Peter</creatorcontrib><creatorcontrib>Nöthen, Markus M</creatorcontrib><creatorcontrib>Motameny, Susanne</creatorcontrib><creatorcontrib>Nothnagel, Michael</creatorcontrib><creatorcontrib>Riess, Olaf</creatorcontrib><creatorcontrib>Schulte, Eva C</creatorcontrib><creatorcontrib>Ludwig, Kerstin U</creatorcontrib><creatorcontrib>DeCOI host genetics group</creatorcontrib><creatorcontrib>DeCOI</creatorcontrib><collection>Medline</collection><collection>MEDLINE</collection><collection>MEDLINE (Ovid)</collection><collection>MEDLINE</collection><collection>MEDLINE</collection><collection>PubMed</collection><collection>CrossRef</collection><collection>MEDLINE - Academic</collection><collection>PubMed Central (Full Participant titles)</collection><jtitle>PLoS pathogens</jtitle></facets><delivery><delcategory>Remote Search Resource</delcategory><fulltext>fulltext</fulltext></delivery><addata><au>Schmidt, Axel</au><au>Casadei, Nicolas</au><au>Brand, Fabian</au><au>Demidov, German</au><au>Vojgani, Elaheh</au><au>Abolhassani, Ayda</au><au>Aldisi, Rana</au><au>Butler-Laporte, Guillaume</au><au>Alawathurage, T Madhusankha</au><au>Augustin, Max</au><au>Bals, Robert</au><au>Bellinghausen, Carla</au><au>Berger, Marc Moritz</au><au>Bitzer, Michael</au><au>Bode, Christian</au><au>Boos, Jannik</au><au>Brenner, Thorsten</au><au>Cornely, Oliver A</au><au>Eggermann, Thomas</au><au>Erber, Johanna</au><au>Feldt, Torsten</au><au>Fuchsberger, Christian</au><au>Gagneur, Julien</au><au>Göpel, Siri</au><au>Haack, Tobias</au><au>Häberle, Helene</au><au>Hanses, Frank</au><au>Heggemann, Julia</au><au>Hehr, Ute</au><au>Hellmuth, Johannes C</au><au>Herr, Christian</au><au>Hinney, Anke</au><au>Hoffmann, Per</au><au>Illig, Thomas</au><au>Jensen, Björn-Erik Ole</au><au>Keitel, Verena</au><au>Kim-Hellmuth, Sarah</au><au>Koehler, Philipp</au><au>Kurth, Ingo</au><au>Lanz, Anna-Lisa</au><au>Latz, Eicke</au><au>Lehmann, Clara</au><au>Luedde, Tom</au><au>Maj, Carlo</au><au>Mian, Michael</au><au>Miller, Abigail</au><au>Muenchhoff, Maximilian</au><au>Pink, Isabell</au><au>Protzer, Ulrike</au><au>Rohn, Hana</au><au>Rybniker, Jan</au><au>Scaggiante, Federica</au><au>Schaffeldt, Anna</au><au>Scherer, Clemens</au><au>Schieck, Maximilian</au><au>Schmidt, Susanne V</au><au>Schommers, Philipp</au><au>Spinner, Christoph D</au><au>Vehreschild, Maria J G T</au><au>Velavan, Thirumalaisamy P</au><au>Volland, Sonja</au><au>Wilfling, Sibylle</au><au>Winter, Christof</au><au>Richards, J Brent</au><au>Heimbach, André</au><au>Becker, Kerstin</au><au>Ossowski, Stephan</au><au>Schultze, Joachim L</au><au>Nürnberg, Peter</au><au>Nöthen, Markus M</au><au>Motameny, Susanne</au><au>Nothnagel, Michael</au><au>Riess, Olaf</au><au>Schulte, Eva C</au><au>Ludwig, Kerstin U</au><au>Su, Helen</au><aucorp>DeCOI host genetics group</aucorp><aucorp>DeCOI</aucorp><format>journal</format><genre>article</genre><ristype>JOUR</ristype><atitle>Systematic assessment of COVID-19 host genetics using whole genome sequencing data</atitle><jtitle>PLoS pathogens</jtitle><addtitle>PLoS Pathog</addtitle><date>2024-12-23</date><risdate>2024</risdate><volume>20</volume><issue>12</issue><spage>e1012786</spage><pages>e1012786-</pages><issn>1553-7374</issn><issn>1553-7366</issn><eissn>1553-7374</eissn><abstract>Courses of SARS-CoV-2 infections are highly variable, ranging from asymptomatic to lethal COVID-19. Though research has shown that host genetic factors contribute to this variability, cohort-based joint analyses of variants from the entire allelic spectrum in individuals with confirmed SARS-CoV-2 infections are still lacking. Here, we present the results of whole genome sequencing in 1,220 mainly vaccine-naïve individuals with confirmed SARS-CoV-2 infection, including 827 hospitalized COVID-19 cases. We observed the presence of autosomal-recessive or likely compound heterozygous monogenic disorders in six individuals, all of which were hospitalized and significantly younger than the rest of the cohort. We did not observe any suggestive causal variants in or around the established risk gene TLR7. Burden testing in the largest population subgroup (i.e., Europeans) suggested nominal enrichments of rare variants in coding and non-coding regions of interferon immune response genes in the overall analysis and male subgroup. Case-control analyses of more common variants confirmed associations with previously reported risk loci, with the key locus at 3p21 reaching genome-wide significance. Polygenic scores accurately captured risk in an age-dependent manner. By enabling joint analyses of different types of variation across the entire frequency spectrum, this data will continue to contribute to the elucidation of COVID-19 etiology.</abstract><cop>United States</cop><pub>Public Library of Science</pub><pmid>39715278</pmid><doi>10.1371/journal.ppat.1012786</doi><orcidid>https://orcid.org/0000-0002-8541-2519</orcidid><orcidid>https://orcid.org/0000-0002-9780-7243</orcidid><orcidid>https://orcid.org/0009-0009-6614-123X</orcidid><oa>free_for_read</oa></addata></record> |
fulltext | fulltext |
identifier | ISSN: 1553-7374 |
ispartof | PLoS pathogens, 2024-12, Vol.20 (12), p.e1012786 |
issn | 1553-7374 1553-7366 1553-7374 |
language | eng |
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source | MEDLINE; DOAJ Directory of Open Access Journals; Elektronische Zeitschriftenbibliothek - Frei zugängliche E-Journals; PubMed Central Open Access; Public Library of Science (PLoS); PubMed Central |
subjects | Adult Aged Biology and life sciences Case-Control Studies COVID-19 - genetics COVID-19 - virology Female Genetic Predisposition to Disease Genome-Wide Association Study Humans Male Medicine and Health Sciences Middle Aged SARS-CoV-2 - genetics Toll-Like Receptor 7 - genetics Whole Genome Sequencing - methods Young Adult |
title | Systematic assessment of COVID-19 host genetics using whole genome sequencing data |
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