Genetic and non-genetic factors affecting the expression of COVID-19-relevant genes in the large airway epithelium

Particular host and environmental factors influence susceptibility to severe COVID-19. We analyzed RNA-sequencing data from bronchial epithelial brushings - a relevant tissue for SARS-CoV-2 infection - obtained from three cohorts of uninfected individuals, and investigated how non-genetic and genetic factors affect the regulation of host genes implicated in COVID-19. We found that ACE2 expression was higher in relation to active smoking, obesity, and hypertension that are known risk factors of COVID-19 severity, while an association with interferon-related inflammation was driven by the truncated, non-binding ACE2 isoform. We discovered that expression patterns of a suppressed airway immune response to early SARS-CoV-2 infection, compared to other viruses, are similar to patterns associated with obesity, hypertension, and cardiovascular disease, which may thus contribute to a COVID-19-susceptible airway environment. eQTL mapping identified regulatory variants for genes implicated in COVID-19, some of which had pheWAS evidence for their potential role in respiratory infections. These data provide evidence that clinically relevant variation in the expression of COVID-19-related genes is associated with host factors, environmental exposures, and likely host genetic variation.

Andrew D. Johnson | Benjamin D. Heavner | May E. Montasser | Nicholette D. Palmer | James M. Casella | Sarah C. Nelson | Christopher R. Gignoux | Caitlin P. McHugh | Min A. Jhun | Pamela H. Russell | Meilan K. Han | M. Fornage | K. Lunetta | C. Carty | A. Reiner | S. Redline | S. Gabriel | G. Abecasis | E. Boerwinkle | S. Tishkoff | M. Zody | J. Curtis | R. Casaburi | R. Bowler | B. Make | E. Silverman | E. Hoffman | L. Mestroni | D. Weeks | D. Chasman | E. Burchard | E. Bleecker | K. Ardlie | E. Benjamin | P. Ellinor | T. Lappalainen | L. Almasy | R. Duggirala | F. Aguet | D. Couper | I. Ruczinski | E. Israel | E. Lange | S. Nekhai | M. Taub | D. Arking | Michael H. Preuss | C. Willer | S. Kathiresan | L. Becker | S. Vrieze | B. Cade | J. Brody | N. Sotoodehnia | D. Becker | L. Bielak | P. Peyser | M. Conomos | A. Stilp | T. Sofer | A. Szpiro | G. Papanicolaou | C. Laurie | G. Criner | R. Gerszten | Karen L. Bunting | L. Cupples | J. Blangero | Xiuqing Guo | J. Broome | C. Hersh | S. Rennard | A. Ratan | B. Snively | F. Sciurba | N. Gupta | P. Natarajan | D. Saleheen | James G. Wilson | C. Lange | S. Wenzel | P. Castaldi | L. Fulton | J. Barnard | Jennifer A. Smith | M. de Andrade | S. Heckbert | D. Arnett | D. J. Van Den Berg | S. Choi | Y. Sung | N. Franceschini | S. Musani | K. Schwander | L. Yanek | U. Broeckel | A. Correa | L. de las Fuentes | Q. Duan | J. O'connell | D. Bowden | C. Kooperberg | P. McArdle | A. Parsa | B. Mitchell | S. Dutcher | W. Moore | S. Erzurum | N. Jarjour | B. Levy | S. Peters | D. Meyers | E. Ampleford | Y. Hung | C. Hsiung | E. Kenny | R. Mathias | N. Hansel | R. Barr | S. Kasela | J. Curran | Weiniu Gan | L. LaVange | J. Hixson | J. Peralta | M. Flickinger | S. Lubitz | J. Haessler | Honghuang Lin | Kevin Sandow | J. Wessel | Mao Fu | W. Anderson | C. Galbán | A. Beitelshees | T. Pollin | Xingnan Li | S. Comhair | R. Chung | J. Newell | M. Dransfield | S. Germer | T. Blackwell | T. Fingerlin | Keng-Han Lin | D. Qiao | A. Manichaikul | B. Hobbs | L. Williams | K. Ryan | Jiang He | S. Aslibekyan | Rakhi Naik | V. Sheehan | Namiko Abe | M. Irvin | M. Geraci | N. Alexis | C. Cooper | R. Paine | R. Kanner | J. Krishnan | S. Lazarus | P. Woodruff | L. Paulin | N. Putcha | A. Comellas | D. Darbar | J. Mychaleckyj | D. Zhi | H. Ochs-Balcom | L. Rasmussen-Torvik | C. Jaquish | Daniel N Harris | D. Jain | S. Gogarten | C. Laurie | N. Rafaels | M. Chaffin | A. Moscati | M. Daya | Bertha A Hidalgo | B. Konkle | J. Johnsen | C. Montgomery | D. Taliun | R. Wallace | L. Raffield | P. Vandehaar | H. Mei | L. Phillips | S. Ament | L. Margolin | Q. Wong | Jonathan Seidman | C. Sztalryd | E. Streeten | J. Fahy | L. Denlinger | Wen-Jane Lee | W. Sheu | Heming Wang | C. Roselli | J. Cardwell | L. Ekunwe | R. Kaner | Huichun Xu | V. Sankaran | Wells Jn | Yvonne J. Huang | C. Frazar | L. Weng | M. Boorgula | V. Ortega | R. Deka | I. Barjaktarevic | S. Christenson | A. Walts | B. Heavner | D. Tashkin | N. Zaghloul | C. 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