Long-term perturbation of the peripheral immune system months after SARS-CoV-2 infection

被引:189
作者
Ryan, Feargal J. [1 ]
Hope, Christopher M. [2 ,3 ]
Masavuli, Makutiro G. [4 ,5 ]
Lynn, Miriam A. [1 ]
Mekonnen, Zelalem A. [4 ,5 ]
Yeow, Arthur Eng Lip [4 ,5 ]
Garcia-Valtanen, Pablo [4 ,5 ]
Al-Delfi, Zahraa [4 ,5 ]
Gummow, Jason [6 ]
Ferguson, Catherine [7 ]
O'Connor, Stephanie [8 ,9 ]
Reddi, Benjamin A. J. [8 ,9 ]
Hissaria, Pravin [7 ]
Shaw, David [7 ]
Kok-Lim, Chuan [7 ,10 ]
Gleadle, Jonathan M. [11 ,12 ]
Beard, Michael R. [13 ]
Barry, Simon C. [2 ,3 ]
Grubor-Bauk, Branka [4 ,5 ]
Lynn, David J. [1 ,12 ]
机构
[1] South Australian Hlth & Med Res Inst, Precis Med Theme, Adelaide, SA 5001, Australia
[2] Womens & Childrens Hlth Network, Adelaide, SA, Australia
[3] Univ Adelaide, Robinson Res Inst, Mol Immunol, Adelaide, SA, Australia
[4] Univ Adelaide, Adelaide Med Sch, Viral Immunol Grp, Adelaide, SA, Australia
[5] Basil Hetzel Inst Translat Hlth Res, Adelaide, SA, Australia
[6] Univ Adelaide, Robinson Res Inst, Adelaide Hlth & Med Sci, Gene Silencing & Express Core Facil, Adelaide, SA, Australia
[7] Royal Adelaide Hosp, Infect Dis Dept, Cent Adelaide Local Hlth Network, Adelaide, SA, Australia
[8] Univ Adelaide, Intens Care Unit, Royal Adelaide Hosp, Cent Adelaide Local Hlth Network, Adelaide, SA, Australia
[9] Univ Adelaide, Adelaide Med Sch, Adelaide, SA, Australia
[10] SA Pathol, Microbiol & Infect Dis Dept, Adelaide, SA, Australia
[11] Flinders Univ S Australia, Flinders Med Ctr, Dept Renal Med, Bedford Pk, SA 5042, Australia
[12] Flinders Univ S Australia, Flinders Hlth & Med Res Inst, Bedford Pk, SA 5042, Australia
[13] Univ Adelaide, Res Ctr Infect Dis, Sch Biol Sci, Adelaide, SA 5005, Australia
关键词
SARS-CoV-2; COVID-19; Immunity; RNA-Seq; T cell; Antibody responses; Convalescent patients; Immunophenotyping; Long COVID; Post-acute sequelae of COVID-19 (PASC); Post COVID-19 condition; Infection; ACUTE RESPIRATORY SYNDROME; SEVERE COVID-19; CELLS; EXPRESSION; THROMBOCYTOPENIA; CONSEQUENCES; REVEALS; MALAT1; MILD;
D O I
10.1186/s12916-021-02228-6
中图分类号
R5 [内科学];
学科分类号
1002 ; 100201 ;
摘要
Background Severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2) is a highly infectious respiratory virus which is responsible for the coronavirus disease 2019 (COVID-19) pandemic. It is increasingly clear that recovered individuals, even those who had mild COVID-19, can suffer from persistent symptoms for many months after infection, a condition referred to as "long COVID", post-acute sequelae of COVID-19 (PASC), post-acute COVID-19 syndrome, or post COVID-19 condition. However, despite the plethora of research on COVID-19, relatively little is known about the molecular underpinnings of these long-term effects. Methods We have undertaken an integrated analysis of immune responses in blood at a transcriptional, cellular, and serological level at 12, 16, and 24 weeks post-infection (wpi) in 69 patients recovering from mild, moderate, severe, or critical COVID-19 in comparison to healthy uninfected controls. Twenty-one of these patients were referred to a long COVID clinic and > 50% reported ongoing symptoms more than 6 months post-infection. Results Anti-Spike and anti-RBD IgG responses were largely stable up to 24 wpi and correlated with disease severity. Deep immunophenotyping revealed significant differences in multiple innate (NK cells, LD neutrophils, CXCR3+ monocytes) and adaptive immune populations (T helper, T follicular helper, and regulatory T cells) in convalescent individuals compared to healthy controls, which were most strongly evident at 12 and 16 wpi. RNA sequencing revealed significant perturbations to gene expression in COVID-19 convalescents until at least 6 months post-infection. We also uncovered significant differences in the transcriptome at 24 wpi of convalescents who were referred to a long COVID clinic compared to those who were not. Conclusions Variation in the rate of recovery from infection at a cellular and transcriptional level may explain the persistence of symptoms associated with long COVID in some individuals.
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相关论文
共 99 条
[1]   High-dimensional characterization of post-acute sequelae of COVID-19 [J].
Al-Aly, Ziyad ;
Xie, Yan ;
Bowe, Benjamin .
NATURE, 2021, 594 (7862) :259-+
[2]  
Amanat F, 2020, NAT MED, V26, P1033, DOI [10.1038/s41591-020-0913-5, 10.1101/2020.03.17.20037713]
[3]  
[Anonymous], 2021, GOV S AUSTR
[4]  
[Anonymous], GENE EXPRESSION OMNI
[5]  
[Anonymous], National Institute of Health . College Drinking. Available at: INVALID_URI_IN_SOURCE. Accessed December 7, 2014.
[6]   Cognitive impairment is associated with mitochondrial dysfunction in peripheral blood mononuclear cells of elderly population [J].
Apaijai, Nattayaporn ;
Sriwichaiin, Sirawit ;
Phrommintikul, Arintaya ;
Jaiwongkam, Thidarat ;
Kerdphoo, Sasiwan ;
Chansirikarnjana, Sirintorn ;
Thongmung, Nisakron ;
Mahantassanapong, Usanee ;
Vathesatogkit, Prin ;
Kitiyakara, Chagriya ;
Sritara, Piyamitr ;
Chattipakorn, Nipon ;
Chattipakorn, Siriporn C. .
SCIENTIFIC REPORTS, 2020, 10 (01)
[7]   Patient outcomes after hospitalisation with COVID-19 and implications for follow-up: results from a prospective UK cohort [J].
Arnold, David T. ;
Hamilton, Fergus W. ;
Milne, Alice ;
Morley, Anna J. ;
Viner, Jason ;
Attwood, Marie ;
Noel, Alan ;
Gunning, Samuel ;
Hatrick, Jessica ;
Hamilton, Sassa ;
Elvers, Karen T. ;
Hyams, Catherine ;
Bibby, Anna ;
Moran, Ed ;
Adamali, Huzaifa, I ;
Dodd, James William ;
Maskell, Nicholas A. ;
Barratt, Shaney L. .
THORAX, 2021, 76 (04) :399-401
[8]   Disease severity-specific neutrophil signatures in blood transcriptomes stratify COVID-19 patients [J].
Aschenbrenner, Anna C. ;
Mouktaroudi, Maria ;
Kraemer, Benjamin ;
Oestreich, Marie ;
Antonakos, Nikolaos ;
Nuesch-Germano, Melanie ;
Gkizeli, Konstantina ;
Bonaguro, Lorenzo ;
Reusch, Nico ;
Basser, Kevin ;
Saridaki, Maria ;
Knoll, Rainer ;
Pecht, Tal ;
Kapellos, Theodore S. ;
Doulou, Sarandia ;
Kroeger, Charlotte ;
Herbert, Miriam ;
Holsten, Lisa ;
Horne, Arik ;
Gemuend, Ioanna D. ;
Rovina, Nikoletta ;
Agrawal, Shobhit ;
Dahm, Kilian ;
van Uelft, Martina ;
Drews, Anna ;
Lenkeit, Lena ;
Bruse, Niklas ;
Gerretsen, Jelle ;
Gierlich, Jannik ;
Becker, Matthias ;
Haendler, Kristian ;
Kraut, Michael ;
Theis, Heidi ;
Mengiste, Simachew ;
De Domenico, Elena ;
Schulte-Schrepping, Jonas ;
Seep, Lea ;
Raabe, Jan ;
Hoffmeister, Christoph ;
ToVinh, Michael ;
Keitel, Verena ;
Rieke, Gereon ;
Talevi, Valentina ;
Skowasch, Dirk ;
Aziz, N. Ahmad ;
Pickkers, Peter ;
van de Veerdonk, Frank L. ;
Netea, Mihai G. ;
Schultze, Joachim L. ;
Kox, Matthijs .
GENOME MEDICINE, 2021, 13 (01)
[9]   Respiratory and Psychophysical Sequelae Among Patients With COVID-19 Four Months After Hospital Discharge [J].
Bellan, Mattia ;
Soddu, Daniele ;
Balbo, Piero Emilio ;
Baricich, Alessio ;
Zeppegno, Patrizia ;
Avanzi, Gian Carlo ;
Baldon, Giulia ;
Bartolomei, Giuseppe ;
Battaglia, Marco ;
Battistini, Sofia ;
Binda, Valeria ;
Borg, Margherita ;
Cantaluppi, Vincenzo ;
Castello, Luigi Mario ;
Clivati, Elisa ;
Cisari, Carlo ;
Costanzo, Martina ;
Croce, Alessandro ;
Cuneo, Daria ;
De Benedittis, Carla ;
De Vecchi, Simona ;
Feggi, Alessandro ;
Gai, Martina ;
Gambaro, Eleonora ;
Gattoni, Eleonora ;
Gramaglia, Carla ;
Grisafi, Leonardo ;
Guerriero, Chiara ;
Hayden, Eyal ;
Jona, Amalia ;
Invernizzi, Marco ;
Lorenzini, Luca ;
Loreti, Lucia ;
Martelli, Maria ;
Marzullo, Paolo ;
Matino, Erica ;
Panero, Antonio ;
Parachini, Elena ;
Patrucco, Filippo ;
Patti, Giuseppe ;
Pirovano, Alice ;
Prosperini, Pierluigi ;
Quaglino, Riccardo ;
Rigamonti, Cristina ;
Sainaghi, Pier Paolo ;
Vecchi, Camilla ;
Zecca, Erika ;
Pirisi, Mario .
JAMA NETWORK OPEN, 2021, 4 (01)
[10]   Longitudinal analysis reveals that delayed bystander CD8+ T cell activation and early immune pathology distinguish severe COVID-19 from mild disease [J].
Bergamaschi, Laura ;
Mescia, Federica ;
Turner, Lorinda ;
Hanson, Aimee L. ;
Kotagiri, Prasanti ;
Dunmore, Benjamin J. ;
Ruffieux, Helene ;
De Sa, Aloka ;
Huhn, Oisin ;
Morgan, Michael D. ;
Gerber, Pehuen Pereyra ;
Wills, Mark R. ;
Baker, Stephen ;
Calero-Nieto, Fernando J. ;
Doffinger, Rainer ;
Dougan, Gordon ;
Elmer, Anne ;
Goodfellow, Ian G. ;
Gupta, Ravindra K. ;
Hosmillo, Myra ;
Hunter, Kelvin ;
Kingston, Nathalie ;
Lehner, Paul J. ;
Matheson, Nicholas J. ;
Nicholson, Jeremy K. ;
Petrunkina, Anna M. ;
Richardson, Sylvia ;
Saunders, Caroline ;
Thaventhiran, James E. D. ;
Toonen, Erik J. M. ;
Weekes, Michael P. ;
Gottgens, Berthold ;
Toshner, Mark ;
Hess, Christoph ;
Bradley, John R. ;
Lyons, Paul A. ;
Smith, Kenneth G. C. .
IMMUNITY, 2021, 54 (06) :1257-+