No retraction, correction or concern found when last checked on Oct 24, 2026.
Longitudinal high-throughput TCR repertoire profiling reveals the dynamics of T-cell memory formation after mild COVID-19 infection
Anastasia A Minervina, Ekaterina A Komech, Aleksei Titov and 10 more
eLife · 2021 · CC BY
Abstract
COVID-19 is a global pandemic caused by the SARS-CoV-2 coronavirus. T cells play a key role in the adaptive antiviral immune response by killing infected cells and facilitating the selection of virus-specific antibodies. However, neither the dynamics and cross-reactivity of the SARS-CoV-2-specific T-cell response nor the diversity of resulting immune memory is well understood. In this study, we use longitudinal high-throughput T-cell receptor (TCR) sequencing to track changes in the T-cell repertoire following two mild cases of COVID-19. In both donors, we identified CD4 + and CD8 + T-cell clones with transient clonal expansion after infection. We describe characteristic motifs in TCR sequences of COVID-19-reactive clones and show preferential occurrence of these motifs in publicly available large dataset of repertoires from COVID-19 patients. We show that in both donors, the majority of infection-reactive clonotypes acquire memory phenotypes. Certain T-cell clones were detected in the memory fraction at the pre-infection time point, suggesting participation of pre-existing cross-reactive memory T cells in the immune response to SARS-CoV-2.
Full text
Its licence does not allow us to show the full text. Read it at PubMed Central:
Read at PubMed CentralReferences 42
- 1.
Bacher P, Rosati E, Esser D, Martini GR, Saggau C, Schiminsky E, Dargvainiene J, Schröder I, Wieters I, Khodamoradi Y, Eberhardt F, Vehreschild M, Neb H, Sonntagbauer M, Conrad C, Tran F, Rosenstiel P, Markewitz R, Wandinger KP, Augustin M, Rybniker J, Kochanek M, Leypoldt F, Cornely OA, Koehler P, Franke A, Scheffold A. Low-Avidity CD4+ T cell responses to SARS-CoV-2 in unexposed individuals and humans with severe COVID-19. Immunity. 2020;53:1258-1271.
Not in our library10.1016/j.immuni.2020.11.016
- 2.
- 3.
Bi Q, Wu Y, Mei S, Ye C, Zou X, Zhang Z, Liu X, Wei L, Truelove SA, Zhang T, Gao W, Cheng C, Tang X, Wu X, Wu Y, Sun B, Huang S, Sun Y, Zhang J, Ma T, Lessler J, Feng T. Epidemiology and transmission of COVID-19 in 391 cases and 1286 of their close contacts in Shenzhen, China: a retrospective cohort study. The Lancet Infectious Diseases. 2020;20:911-919.
Not in our library10.1016/s1473-3099(20)30287-5
- 4.
Bolotin DA, Poslavsky S, Mitrophanov I, Shugay M, Mamedov IZ, Putintseva EV, Chudakov DM. MiXCR: software for comprehensive adaptive immunity profiling. Nature Methods. 2015;12:380-381.
Not in our library10.1038/nmeth.3364
- 5.
Braun J, Loyal L, Frentsch M, Wendisch D, Georg P, Kurth F, Hippenstiel S, Dingeldey M, Kruse B, Fauchere F, Baysal E, Mangold M, Henze L, Lauster R, Mall MA, Beyer K, Röhmel J, Voigt S, Schmitz J, Miltenyi S, Demuth I, Müller MA, Hocke A, Witzenrath M, Suttorp N, Kern F, Reimer U, Wenschuh H, Drosten C, Corman VM, Giesecke-Thiel C, Sander LE, Thiel A. Presence of SARS-CoV-2-reactive T cells in COVID-19 patients and healthy donors. medRxiv. 2020.
Not in our library10.1101/2020.04.17.20061440
- 6.
Dash P, Fiore-Gartland AJ, Hertz T, Wang GC, Sharma S, Souquette A, Crawford JC, Clemens EB, Nguyen THO, Kedzierska K, La Gruta NL, Bradley P, Thomas PG. Quantifiable predictive features define epitope-specific T cell receptor repertoires. Nature. 2017;547:89-93.
Not in our library10.1038/nature22383
- 7.
DeWitt WS, Emerson RO, Lindau P, Vignali M, Snyder TM, Desmarais C, Sanders C, Utsugi H, Warren EH, McElrath J, Makar KW, Wald A, Robins HS. Dynamics of the cytotoxic T cell response to a model of acute viral infection. Journal of Virology. 2015;89:4517-4526.
Not in our library10.1128/jvi.03474-14
- 8.
- 9.
Emerson RO, DeWitt WS, Vignali M, Gravley J, Hu JK, Osborne EJ, Desmarais C, Klinger M, Carlson CS, Hansen JA, Rieder M, Robins HS. Immunosequencing identifies signatures of Cytomegalovirus exposure history and HLA-mediated effects on the T cell repertoire. Nature Genetics. 2017;49:659-665.
Not in our library10.1038/ng.3822
- 10.
Fuertes Marraco SA, Soneson C, Cagnon L, Gannon PO, Allard M, Abed Maillard S, Montandon N, Rufer N, Waldvogel S, Delorenzi M, Speiser DE. Long-lasting stem cell-like memory CD8+ T cells with a naïve-like profile upon yellow fever vaccination. Science Translational Medicine. 2015;7:282ra48.
Not in our library10.1126/scitranslmed.aaa3700
- 11.
Glanville J, Huang H, Nau A, Hatton O, Wagar LE, Rubelt F, Ji X, Han A, Krams SM, Pettus C, Haas N, Arlehamn CSL, Sette A, Boyd SD, Scriba TJ, Martinez OM, Davis MM. Identifying specificity groups in the T cell receptor repertoire. Nature. 2017;547:94-98.
Not in our library10.1038/nature22976
- 12.
Grifoni A, Weiskopf D, Ramirez SI, Mateus J, Dan JM, Moderbacher CR, Rawlings SA, Sutherland A, Premkumar L, Jadi RS, Marrama D, de Silva AM, Frazier A, Carlin AF, Greenbaum JA, Peters B, Krammer F, Smith DM, Crotty S, Sette A. Targets of T cell responses to SARS-CoV-2 coronavirus in humans with COVID-19 disease and unexposed individuals. Cell. 2020;181:1489-1501.
Not in our library10.1016/j.cell.2020.05.015
- 13.
- 14.
Le Bert N, Tan AT, Kunasegaran K, Tham CYL, Hafezi M, Chia A, Chng MHY, Lin M, Tan N, Linster M, Chia WN, Chen MI, Wang LF, Ooi EE, Kalimuddin S, Tambyah PA, Low JG, Tan YJ, Bertoletti A. SARS-CoV-2-specific T cell immunity in cases of COVID-19 and SARS, and uninfected controls. Nature. 2020;584:457-462.
Not in our library10.1038/s41586-020-2550-z
- 15.
Loh L, Gherardin NA, Sant S, Grzelak L, Crawford JC, Bird NL, Koay HF, van de Sandt CE, Moreira ML, Lappas M, Allen EK, Crowe J, Loudovaris T, Flanagan KL, Quinn KM, Rossjohn J, Thomas PG, Eckle SBG, McCluskey J, Godfrey DI, Kedzierska K. Human Mucosal-Associated invariant T cells in older individuals display expanded tcrαβ clonotypes with potent antimicrobial responses. The Journal of Immunology. 2020;204:1119-1133.
Not in our library10.4049/jimmunol.1900774
- 16.
- 17.
Meckiff BJ, Ramírez-Suástegui C, Fajardo V, Chee SJ, Kusnadi A, Simon H, Eschweiler S, Grifoni A, Pelosi E, Weiskopf D, Sette A, Ay F, Seumois G, Ottensmeier CH, Vijayanand P. Imbalance of regulatory and cytotoxic SARS-CoV-2-Reactive CD4+ T Cells in COVID-19. Cell. 2020;183:1340-1353.
Not in our library10.1016/j.cell.2020.10.001
- 18.
Miller JD, van der Most RG, Akondy RS, Glidewell JT, Albott S, Masopust D, Murali-Krishna K, Mahar PL, Edupuganti S, Lalor S, Germon S, Del Rio C, Mulligan MJ, Staprans SI, Altman JD, Feinberg MB, Ahmed R. Human effector and memory CD8+ T cell responses to Smallpox and Yellow Fever Vaccines. Immunity. 2008;28:710-722.
Not in our library10.1016/j.immuni.2008.02.020
- 19.
- 20.
Ng OW, Chia A, Tan AT, Jadi RS, Leong HN, Bertoletti A, Tan YJ. Memory T cell responses targeting the SARS coronavirus persist up to 11 years post-infection. Vaccine. 2016;34:2008-2014.
Not in our library10.1016/j.vaccine.2016.02.063
- 21.
Ni L, Ye F, Cheng ML, Feng Y, Deng YQ, Zhao H, Wei P, Ge J, Gou M, Li X, Sun L, Cao T, Wang P, Zhou C, Zhang R, Liang P, Guo H, Wang X, Qin CF, Chen F, Dong C. Detection of SARS-CoV-2-Specific humoral and cellular immunity in COVID-19 convalescent individuals. Immunity. 2020;52:971-977.
Not in our library10.1016/j.immuni.2020.04.023
- 22.
Oh HL, Chia A, Chang CX, Leong HN, Ling KL, Grotenbreg GM, Gehring AJ, Tan YJ, Bertoletti A. Engineering T cells specific for a dominant severe acute respiratory syndrome coronavirus CD8 T cell epitope. Journal of Virology. 2011;85:10464-10471.
Not in our library10.1128/jvi.05039-11
- 23.
- 24.
Peng Y, Mentzer AJ, Liu G, Yao X, Yin Z, Dong D, Dejnirattisai W, Rostron T, Supasa P, Liu C, López-Camacho C, Slon-Campos J, Zhao Y, Stuart DI, Paesen GC, Grimes JM, Antson AA, Bayfield OW, Hawkins D, Ker DS, Wang B, Turtle L, Subramaniam K, Thomson P, Zhang P, Dold C, Ratcliff J, Simmonds P, de Silva T, Sopp P, Wellington D, Rajapaksa U, Chen YL, Salio M, Napolitani G, Paes W, Borrow P, Kessler BM, Fry JW, Schwabe NF, Semple MG, Baillie JK, Moore SC, Openshaw PJM, Ansari MA, Dunachie S, Barnes E, Frater J, Kerr G, Goulder P, Lockett T, Levin R, Zhang Y, Jing R, Ho LP, Cornall RJ, Conlon CP, Klenerman P, Screaton GR, Mongkolsapaya J, McMichael A, Knight JC, Ogg G, Dong T, Oxford Immunology Network Covid-19 Response T cell Consortium, ISARIC4C Investigators. Broad and strong memory CD4+ and CD8+ T cells induced by SARS-CoV-2 in UK convalescent COVID-19 patients. bioRxiv. 2020.
Not in our library10.1101/2020.06.05.134551
- 25.
Pogorelyy MV, Elhanati Y, Marcou Q, Sycheva AL, Komech EA, Nazarov VI, Britanova OV, Chudakov DM, Mamedov IZ, Lebedev YB, Mora T, Walczak AM. Persisting fetal clonotypes influence the structure and overlap of adult human T cell receptor repertoires. PLOS Computational Biology. 2017;13:e1005572.
Not in our library10.1371/journal.pcbi.1005572
- 26.
Pogorelyy MV, Minervina AA, Touzel MP, Sycheva AL, Komech EA, Kovalenko EI, Karganova GG, Egorov ES, Komkov AY, Chudakov DM, Mamedov IZ, Mora T, Walczak AM, Lebedev YB. Precise tracking of vaccine-responding T cell clones reveals convergent and personalized response in identical twins. PNAS. 2018;115:12704-12709.
Not in our library10.1073/pnas.1809642115
- 27.
- 28.
Puelma Touzel M, Walczak AM, Mora T. Inferring the immune response from repertoire sequencing. PLOS Computational Biology. 2020;16:e1007873.
Not in our library10.1371/journal.pcbi.1007873
- 29.
Quinti I, Lougaris V, Milito C, Cinetto F, Pecoraro A, Mezzaroma I, Mastroianni CM, Turriziani O, Bondioni MP, Filippini M, Soresina A, Spadaro G, Agostini C, Carsetti R, Plebani A. A possible role for B cells in COVID-19? lesson from patients with agammaglobulinemia. Journal of Allergy and Clinical Immunology. 2020;146:211-213.
Not in our library10.1016/j.jaci.2020.04.013
- 30.
Robinson MD, McCarthy DJ, Smyth GK. edgeR: a bioconductor package for differential expression analysis of digital gene expression data. Bioinformatics. 2010;26:139-140.
Not in our library10.1093/bioinformatics/btp616
- 31.
- 32.
- 33.
Shomuradova AS, Vagida MS, Sheetikov SA, Zornikova KV, Kiryukhin D, Titov A, Peshkova IO, Khmelevskaya A, Dianov DV, Malasheva M, Shmelev A, Serdyuk Y, Bagaev DV, Pivnyuk A, Shcherbinin DS, Maleeva AV, Shakirova NT, Pilunov A, Malko DB, Khamaganova EG, Biderman B, Ivanov A, Shugay M, Efimov GA. SARS-CoV-2 epitopes are recognized by a public and diverse repertoire of human T cell receptors. Immunity. 2020;53:1245-1257.
Not in our library10.1016/j.immuni.2020.11.004
- 34.
Shugay M, Britanova OV, Merzlyak EM, Turchaninova MA, Mamedov IZ, Tuganbaev TR, Bolotin DA, Staroverov DB, Putintseva EV, Plevova K, Linnemann C, Shagin D, Pospisilova S, Lukyanov S, Schumacher TN, Chudakov DM. Towards error-free profiling of immune repertoires. Nature Methods. 2014;11:653-655.
Not in our library10.1038/nmeth.2960
- 35.
Snyder TM, Gittelman RM, Klinger M, May DH, Osborne EJ, Taniguchi R, Zahid HJ, Kaplan IM, Dines JN, Noakes MN, Pandya R, Chen X, Elasady S, Svejnoha E, Ebert P, Pesesky MW, De Almeida P, O'Donnell H, DeGottardi Q, Keitany G, Lu J, Vong A, Elyanow R, Fields P, Greissl J, Baldo L, Semprini S, Cerchione C, Mazza M, Delmonte OM, Dobbs K, Carreño-Tarragona G, Barrio S, Imberti L, Sottini A, Quiros-Roldan E, Rossi C, Biondi A, Bettini LR, D'Angio M, Bonfanti P, Tompkins MF, Alba C, Dalgard C, Sambri V, Martinelli G, Goldman JD, Heath JR, Su HC, Notarangelo LD, Martinez-Lopez J, Carlson JM, Robins HS. Magnitude and dynamics of the T-Cell response to SARS-CoV-2 infection at both individual and population levels. medRxiv. 2020.
Not in our library10.1101/2020.07.31.20165647
- 36.
Soresina A, Moratto D, Chiarini M, Paolillo C, Baresi G, Focà E, Bezzi M, Baronio B, Giacomelli M, Badolato R. Two X-linked agammaglobulinemia patients develop pneumonia as COVID-19 manifestation but recover. Pediatric Allergy and Immunology. 2020;31:565-569.
Not in our library10.1111/pai.13263
- 37.
Stamatakis G, Samiotaki M, Mpakali A, Panayotou G, Stratikos E. Generation of SARS-CoV-2 S1 spike glycoprotein putative antigenic epitopes in vitro by intracellular aminopeptidases. bioRxiv. 2020.
Not in our library10.1101/2020.06.22.164681
- 38.
Swain SL, McKinstry KK, Strutt TM. Expanding roles for CD4⁺ T cells in immunity to viruses. Nature Reviews Immunology. 2012;12:136-148.
Not in our library10.1038/nri3152
- 39.
Thevarajan I, Nguyen THO, Koutsakos M, Druce J, Caly L, van de Sandt CE, Jia X, Nicholson S, Catton M, Cowie B, Tong SYC, Lewin SR, Kedzierska K. Breadth of concomitant immune responses prior to patient recovery: a case report of non-severe COVID-19. Nature Medicine. 2020;26:453-455.
Not in our library10.1038/s41591-020-0819-2
- 40.
Vabret N, Britton GJ, Gruber C, Hegde S, Kim J, Kuksin M, Levantovsky R, Malle L, Moreira A, Park MD, Pia L, Risson E, Saffern M, Salomé B, Esai Selvan M, Spindler MP, Tan J, van der Heide V, Gregory JK, Alexandropoulos K, Bhardwaj N, Brown BD, Greenbaum B, Gümüş ZH, Homann D, Horowitz A, Kamphorst AO, Curotto de Lafaille MA, Mehandru S, Merad M, Samstein RM, Sinai Immunology Review Project. Immunology of COVID-19: current state of the science. Immunity. 2020;52:910-941.
Not in our library10.1016/j.immuni.2020.05.002
Cited by papers we hold 3
Reads
Read by people on this page
None yet.
Checked or read by AI through naulon
None yet.
A person counts once a day per paper. We keep no cookie and no address: a reader is a hash that changes every day. Any month under five reads shows no number.
Are you an author?
Is this your paper?
Claim it to add your note and be paid when agents cite it. Free.