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Genetic Landscape of the ACE2 Coronavirus Receptor

SARS-CoV-2, the causal agent of COVID-19, enters human cells using the ACE2 (angiotensin-converting enzyme 2) protein as a receptor. ACE2 is thus key to the infection and treatment of the coronavirus. ACE2 is highly expressed in the heart and respiratory and gastrointestinal tracts, playing importan...

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Autores principales: Yang, Zhijian, Macdonald-Dunlop, Erin, Chen, Jiantao, Zhai, Ranran, Li, Ting, Richmond, Anne, Klarić, Lucija, Pirastu, Nicola, Ning, Zheng, Zheng, Chenqing, Wang, Yipeng, Huang, Tingting, He, Yazhou, Guo, Huiming, Ying, Kejun, Gustafsson, Stefan, Prins, Bram, Ramisch, Anna, Dermitzakis, Emmanouil T., Png, Grace, Eriksson, Niclas, Haessler, Jeffrey, Hu, Xiaowei, Zanetti, Daniela, Boutin, Thibaud, Hwang, Shih-Jen, Wheeler, Eleanor, Pietzner, Maik, Raffield, Laura M., Kalnapenkis, Anette, Peters, James E., Viñuela, Ana, Gilly, Arthur, Elmståhl, Sölve, Dedoussis, George, Petrie, John R., Polašek, Ozren, Folkersen, Lasse, Chen, Yan, Yao, Chen, Võsa, Urmo, Pairo-Castineira, Erola, Clohisey, Sara, Bretherick, Andrew D., Rawlik, Konrad, Esko, Tõnu, Enroth, Stefan, Johansson, Åsa, Gyllensten, Ulf, Langenberg, Claudia, Levy, Daniel, Hayward, Caroline, Assimes, Themistocles L., Kooperberg, Charles, Manichaikul, Ani W., Siegbahn, Agneta, Wallentin, Lars, Lind, Lars, Zeggini, Eleftheria, Schwenk, Jochen M., Butterworth, Adam S., Michaëlsson, Karl, Pawitan, Yudi, Joshi, Peter K., Baillie, J. Kenneth, Mälarstig, Anders, Reiner, Alexander P., Wilson, James F., Shen, Xia
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Lippincott Williams & Wilkins 2022
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9047645/
https://www.ncbi.nlm.nih.gov/pubmed/35387486
http://dx.doi.org/10.1161/CIRCULATIONAHA.121.057888
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author Yang, Zhijian
Macdonald-Dunlop, Erin
Chen, Jiantao
Zhai, Ranran
Li, Ting
Richmond, Anne
Klarić, Lucija
Pirastu, Nicola
Ning, Zheng
Zheng, Chenqing
Wang, Yipeng
Huang, Tingting
He, Yazhou
Guo, Huiming
Ying, Kejun
Gustafsson, Stefan
Prins, Bram
Ramisch, Anna
Dermitzakis, Emmanouil T.
Png, Grace
Eriksson, Niclas
Haessler, Jeffrey
Hu, Xiaowei
Zanetti, Daniela
Boutin, Thibaud
Hwang, Shih-Jen
Wheeler, Eleanor
Pietzner, Maik
Raffield, Laura M.
Kalnapenkis, Anette
Peters, James E.
Viñuela, Ana
Gilly, Arthur
Elmståhl, Sölve
Dedoussis, George
Petrie, John R.
Polašek, Ozren
Folkersen, Lasse
Chen, Yan
Yao, Chen
Võsa, Urmo
Pairo-Castineira, Erola
Clohisey, Sara
Bretherick, Andrew D.
Rawlik, Konrad
Esko, Tõnu
Enroth, Stefan
Johansson, Åsa
Gyllensten, Ulf
Langenberg, Claudia
Levy, Daniel
Hayward, Caroline
Assimes, Themistocles L.
Kooperberg, Charles
Manichaikul, Ani W.
Siegbahn, Agneta
Wallentin, Lars
Lind, Lars
Zeggini, Eleftheria
Schwenk, Jochen M.
Butterworth, Adam S.
Michaëlsson, Karl
Pawitan, Yudi
Joshi, Peter K.
Baillie, J. Kenneth
Mälarstig, Anders
Reiner, Alexander P.
Wilson, James F.
Shen, Xia
author_facet Yang, Zhijian
Macdonald-Dunlop, Erin
Chen, Jiantao
Zhai, Ranran
Li, Ting
Richmond, Anne
Klarić, Lucija
Pirastu, Nicola
Ning, Zheng
Zheng, Chenqing
Wang, Yipeng
Huang, Tingting
He, Yazhou
Guo, Huiming
Ying, Kejun
Gustafsson, Stefan
Prins, Bram
Ramisch, Anna
Dermitzakis, Emmanouil T.
Png, Grace
Eriksson, Niclas
Haessler, Jeffrey
Hu, Xiaowei
Zanetti, Daniela
Boutin, Thibaud
Hwang, Shih-Jen
Wheeler, Eleanor
Pietzner, Maik
Raffield, Laura M.
Kalnapenkis, Anette
Peters, James E.
Viñuela, Ana
Gilly, Arthur
Elmståhl, Sölve
Dedoussis, George
Petrie, John R.
Polašek, Ozren
Folkersen, Lasse
Chen, Yan
Yao, Chen
Võsa, Urmo
Pairo-Castineira, Erola
Clohisey, Sara
Bretherick, Andrew D.
Rawlik, Konrad
Esko, Tõnu
Enroth, Stefan
Johansson, Åsa
Gyllensten, Ulf
Langenberg, Claudia
Levy, Daniel
Hayward, Caroline
Assimes, Themistocles L.
Kooperberg, Charles
Manichaikul, Ani W.
Siegbahn, Agneta
Wallentin, Lars
Lind, Lars
Zeggini, Eleftheria
Schwenk, Jochen M.
Butterworth, Adam S.
Michaëlsson, Karl
Pawitan, Yudi
Joshi, Peter K.
Baillie, J. Kenneth
Mälarstig, Anders
Reiner, Alexander P.
Wilson, James F.
Shen, Xia
author_sort Yang, Zhijian
collection PubMed
description SARS-CoV-2, the causal agent of COVID-19, enters human cells using the ACE2 (angiotensin-converting enzyme 2) protein as a receptor. ACE2 is thus key to the infection and treatment of the coronavirus. ACE2 is highly expressed in the heart and respiratory and gastrointestinal tracts, playing important regulatory roles in the cardiovascular and other biological systems. However, the genetic basis of the ACE2 protein levels is not well understood. METHODS: We have conducted the largest genome-wide association meta-analysis of plasma ACE2 levels in >28 000 individuals of the SCALLOP Consortium (Systematic and Combined Analysis of Olink Proteins). We summarize the cross-sectional epidemiological correlates of circulating ACE2. Using the summary statistics–based high-definition likelihood method, we estimate relevant genetic correlations with cardiometabolic phenotypes, COVID-19, and other human complex traits and diseases. We perform causal inference of soluble ACE2 on vascular disease outcomes and COVID-19 severity using mendelian randomization. We also perform in silico functional analysis by integrating with other types of omics data. RESULTS: We identified 10 loci, including 8 novel, capturing 30% of the heritability of the protein. We detected that plasma ACE2 was genetically correlated with vascular diseases, severe COVID-19, and a wide range of human complex diseases and medications. An X-chromosome cis–protein quantitative trait loci–based mendelian randomization analysis suggested a causal effect of elevated ACE2 levels on COVID-19 severity (odds ratio, 1.63 [95% CI, 1.10–2.42]; P=0.01), hospitalization (odds ratio, 1.52 [95% CI, 1.05–2.21]; P=0.03), and infection (odds ratio, 1.60 [95% CI, 1.08–2.37]; P=0.02). Tissue- and cell type–specific transcriptomic and epigenomic analysis revealed that the ACE2 regulatory variants were enriched for DNA methylation sites in blood immune cells. CONCLUSIONS: Human plasma ACE2 shares a genetic basis with cardiovascular disease, COVID-19, and other related diseases. The genetic architecture of the ACE2 protein is mapped, providing a useful resource for further biological and clinical studies on this coronavirus receptor.
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spelling pubmed-90476452022-04-29 Genetic Landscape of the ACE2 Coronavirus Receptor Yang, Zhijian Macdonald-Dunlop, Erin Chen, Jiantao Zhai, Ranran Li, Ting Richmond, Anne Klarić, Lucija Pirastu, Nicola Ning, Zheng Zheng, Chenqing Wang, Yipeng Huang, Tingting He, Yazhou Guo, Huiming Ying, Kejun Gustafsson, Stefan Prins, Bram Ramisch, Anna Dermitzakis, Emmanouil T. Png, Grace Eriksson, Niclas Haessler, Jeffrey Hu, Xiaowei Zanetti, Daniela Boutin, Thibaud Hwang, Shih-Jen Wheeler, Eleanor Pietzner, Maik Raffield, Laura M. Kalnapenkis, Anette Peters, James E. Viñuela, Ana Gilly, Arthur Elmståhl, Sölve Dedoussis, George Petrie, John R. Polašek, Ozren Folkersen, Lasse Chen, Yan Yao, Chen Võsa, Urmo Pairo-Castineira, Erola Clohisey, Sara Bretherick, Andrew D. Rawlik, Konrad Esko, Tõnu Enroth, Stefan Johansson, Åsa Gyllensten, Ulf Langenberg, Claudia Levy, Daniel Hayward, Caroline Assimes, Themistocles L. Kooperberg, Charles Manichaikul, Ani W. Siegbahn, Agneta Wallentin, Lars Lind, Lars Zeggini, Eleftheria Schwenk, Jochen M. Butterworth, Adam S. Michaëlsson, Karl Pawitan, Yudi Joshi, Peter K. Baillie, J. Kenneth Mälarstig, Anders Reiner, Alexander P. Wilson, James F. Shen, Xia Circulation Original Research Articles SARS-CoV-2, the causal agent of COVID-19, enters human cells using the ACE2 (angiotensin-converting enzyme 2) protein as a receptor. ACE2 is thus key to the infection and treatment of the coronavirus. ACE2 is highly expressed in the heart and respiratory and gastrointestinal tracts, playing important regulatory roles in the cardiovascular and other biological systems. However, the genetic basis of the ACE2 protein levels is not well understood. METHODS: We have conducted the largest genome-wide association meta-analysis of plasma ACE2 levels in >28 000 individuals of the SCALLOP Consortium (Systematic and Combined Analysis of Olink Proteins). We summarize the cross-sectional epidemiological correlates of circulating ACE2. Using the summary statistics–based high-definition likelihood method, we estimate relevant genetic correlations with cardiometabolic phenotypes, COVID-19, and other human complex traits and diseases. We perform causal inference of soluble ACE2 on vascular disease outcomes and COVID-19 severity using mendelian randomization. We also perform in silico functional analysis by integrating with other types of omics data. RESULTS: We identified 10 loci, including 8 novel, capturing 30% of the heritability of the protein. We detected that plasma ACE2 was genetically correlated with vascular diseases, severe COVID-19, and a wide range of human complex diseases and medications. An X-chromosome cis–protein quantitative trait loci–based mendelian randomization analysis suggested a causal effect of elevated ACE2 levels on COVID-19 severity (odds ratio, 1.63 [95% CI, 1.10–2.42]; P=0.01), hospitalization (odds ratio, 1.52 [95% CI, 1.05–2.21]; P=0.03), and infection (odds ratio, 1.60 [95% CI, 1.08–2.37]; P=0.02). Tissue- and cell type–specific transcriptomic and epigenomic analysis revealed that the ACE2 regulatory variants were enriched for DNA methylation sites in blood immune cells. CONCLUSIONS: Human plasma ACE2 shares a genetic basis with cardiovascular disease, COVID-19, and other related diseases. The genetic architecture of the ACE2 protein is mapped, providing a useful resource for further biological and clinical studies on this coronavirus receptor. Lippincott Williams & Wilkins 2022-04-07 2022-05-03 /pmc/articles/PMC9047645/ /pubmed/35387486 http://dx.doi.org/10.1161/CIRCULATIONAHA.121.057888 Text en © 2022 The Authors. https://creativecommons.org/licenses/by/4.0/Circulation is published on behalf of the American Heart Association, Inc., by Wolters Kluwer Health, Inc. This is an open access article under the terms of the Creative Commons Attribution (https://creativecommons.org/licenses/by/4.0/) License, which permits use, distribution, and reproduction in any medium, provided that the original work is properly cited. This article is made available via the PMC Open Access Subset for unrestricted re-use and analyses in any form or by any means with acknowledgement of the original source. These permissions are granted for the duration of the COVID-19 pandemic or until permissions are revoked in writing. Upon expiration of these permissions, PMC is granted a perpetual license to make this article available via PMC and Europe PMC, consistent with existing copyright protections.
spellingShingle Original Research Articles
Yang, Zhijian
Macdonald-Dunlop, Erin
Chen, Jiantao
Zhai, Ranran
Li, Ting
Richmond, Anne
Klarić, Lucija
Pirastu, Nicola
Ning, Zheng
Zheng, Chenqing
Wang, Yipeng
Huang, Tingting
He, Yazhou
Guo, Huiming
Ying, Kejun
Gustafsson, Stefan
Prins, Bram
Ramisch, Anna
Dermitzakis, Emmanouil T.
Png, Grace
Eriksson, Niclas
Haessler, Jeffrey
Hu, Xiaowei
Zanetti, Daniela
Boutin, Thibaud
Hwang, Shih-Jen
Wheeler, Eleanor
Pietzner, Maik
Raffield, Laura M.
Kalnapenkis, Anette
Peters, James E.
Viñuela, Ana
Gilly, Arthur
Elmståhl, Sölve
Dedoussis, George
Petrie, John R.
Polašek, Ozren
Folkersen, Lasse
Chen, Yan
Yao, Chen
Võsa, Urmo
Pairo-Castineira, Erola
Clohisey, Sara
Bretherick, Andrew D.
Rawlik, Konrad
Esko, Tõnu
Enroth, Stefan
Johansson, Åsa
Gyllensten, Ulf
Langenberg, Claudia
Levy, Daniel
Hayward, Caroline
Assimes, Themistocles L.
Kooperberg, Charles
Manichaikul, Ani W.
Siegbahn, Agneta
Wallentin, Lars
Lind, Lars
Zeggini, Eleftheria
Schwenk, Jochen M.
Butterworth, Adam S.
Michaëlsson, Karl
Pawitan, Yudi
Joshi, Peter K.
Baillie, J. Kenneth
Mälarstig, Anders
Reiner, Alexander P.
Wilson, James F.
Shen, Xia
Genetic Landscape of the ACE2 Coronavirus Receptor
title Genetic Landscape of the ACE2 Coronavirus Receptor
title_full Genetic Landscape of the ACE2 Coronavirus Receptor
title_fullStr Genetic Landscape of the ACE2 Coronavirus Receptor
title_full_unstemmed Genetic Landscape of the ACE2 Coronavirus Receptor
title_short Genetic Landscape of the ACE2 Coronavirus Receptor
title_sort genetic landscape of the ace2 coronavirus receptor
topic Original Research Articles
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9047645/
https://www.ncbi.nlm.nih.gov/pubmed/35387486
http://dx.doi.org/10.1161/CIRCULATIONAHA.121.057888
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