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

被引:175
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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共 99 条
  • [1] High-dimensional characterization of post-acute sequelae of COVID-19
    Al-Aly, Ziyad
    Xie, Yan
    Bowe, Benjamin
    [J]. 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
    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.
    [J]. SCIENTIFIC REPORTS, 2020, 10 (01)
  • [7] Patient outcomes after hospitalisation with COVID-19 and implications for follow-up: results from a prospective UK cohort
    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.
    [J]. THORAX, 2021, 76 (04) : 399 - 401
  • [8] Disease severity-specific neutrophil signatures in blood transcriptomes stratify COVID-19 patients
    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
    [J]. GENOME MEDICINE, 2021, 13 (01)
  • [9] Respiratory and Psychophysical Sequelae Among Patients With COVID-19 Four Months After Hospital Discharge
    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
    [J]. 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
    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.
    [J]. IMMUNITY, 2021, 54 (06) : 1257 - +