IDEAS home Printed from https://ideas.repec.org/a/nat/natcom/v13y2022i1d10.1038_s41467-022-31142-5.html
   My bibliography  Save this article

Single-cell profiling of the antigen-specific response to BNT162b2 SARS-CoV-2 RNA vaccine

Author

Listed:
  • Kevin J. Kramer

    (Vanderbilt University Medical Center
    Vanderbilt Vaccine Center)

  • Erin M. Wilfong

    (Vanderbilt University Medical Center
    Human Immunology Discovery Initiative of the Vanderbilt Center for Immunobiology
    Immunology, and Inflammation)

  • Kelsey Voss

    (Vanderbilt University Medical Center)

  • Sierra M. Barone

    (Vanderbilt University Medical Center
    Vanderbilt University
    Vanderbilt University Medical Center)

  • Andrea R. Shiakolas

    (Vanderbilt University Medical Center
    Vanderbilt Vaccine Center)

  • Nagarajan Raju

    (Vanderbilt University Medical Center
    Vanderbilt Vaccine Center)

  • Caroline E. Roe

    (Vanderbilt University Medical Center
    Vanderbilt University
    Vanderbilt University Medical Center)

  • Naveenchandra Suryadevara

    (Vanderbilt Vaccine Center)

  • Lauren M. Walker

    (Vanderbilt University Medical Center
    Vanderbilt Vaccine Center)

  • Steven C. Wall

    (Vanderbilt University Medical Center
    Vanderbilt Vaccine Center)

  • Ariana Paulo

    (Vanderbilt University Medical Center
    Vanderbilt Vaccine Center)

  • Samuel Schaefer

    (Human Immunology Discovery Initiative of the Vanderbilt Center for Immunobiology)

  • Debolanle Dahunsi

    (Vanderbilt University Medical Center
    Human Immunology Discovery Initiative of the Vanderbilt Center for Immunobiology)

  • Camille S. Westlake

    (Vanderbilt University Medical Center)

  • James E. Crowe

    (Vanderbilt Vaccine Center
    Human Immunology Discovery Initiative of the Vanderbilt Center for Immunobiology
    Immunology, and Inflammation
    Vanderbilt University Medical Center)

  • Robert H. Carnahan

    (Vanderbilt Vaccine Center)

  • Jeffrey C. Rathmell

    (Vanderbilt University Medical Center
    Human Immunology Discovery Initiative of the Vanderbilt Center for Immunobiology
    Immunology, and Inflammation
    Vanderbilt University Medical Center)

  • Rachel H. Bonami

    (Vanderbilt University Medical Center
    Vanderbilt University Medical Center
    Human Immunology Discovery Initiative of the Vanderbilt Center for Immunobiology
    Immunology, and Inflammation)

  • Ivelin S. Georgiev

    (Vanderbilt University Medical Center
    Vanderbilt Vaccine Center
    Human Immunology Discovery Initiative of the Vanderbilt Center for Immunobiology
    Immunology, and Inflammation)

  • Jonathan M. Irish

    (Vanderbilt University Medical Center
    Human Immunology Discovery Initiative of the Vanderbilt Center for Immunobiology
    Immunology, and Inflammation
    Vanderbilt University)

Abstract

RNA-based vaccines against SARS-CoV-2 have proven critical to limiting COVID-19 disease severity and spread. Cellular mechanisms driving antigen-specific responses to these vaccines, however, remain uncertain. Here we identify and characterize antigen-specific cells and antibody responses to the RNA vaccine BNT162b2 using multiple single-cell technologies for in depth analysis of longitudinal samples from a cohort of healthy participants. Mass cytometry and unbiased machine learning pinpoint an expanding, population of antigen-specific memory CD4+ and CD8+ T cells with characteristics of follicular or peripheral helper cells. B cell receptor sequencing suggest progression from IgM, with apparent cross-reactivity to endemic coronaviruses, to SARS-CoV-2-specific IgA and IgG memory B cells and plasmablasts. Responding lymphocyte populations correlate with eventual SARS-CoV-2 IgG, and a participant lacking these cell populations failed to sustain SARS-CoV-2-specific antibodies and experienced breakthrough infection. These integrated proteomic and genomic platforms identify an antigen-specific cellular basis of RNA vaccine-based immunity.

Suggested Citation

  • Kevin J. Kramer & Erin M. Wilfong & Kelsey Voss & Sierra M. Barone & Andrea R. Shiakolas & Nagarajan Raju & Caroline E. Roe & Naveenchandra Suryadevara & Lauren M. Walker & Steven C. Wall & Ariana Pau, 2022. "Single-cell profiling of the antigen-specific response to BNT162b2 SARS-CoV-2 RNA vaccine," Nature Communications, Nature, vol. 13(1), pages 1-20, December.
  • Handle: RePEc:nat:natcom:v:13:y:2022:i:1:d:10.1038_s41467-022-31142-5
    DOI: 10.1038/s41467-022-31142-5
    as

    Download full text from publisher

    File URL: https://www.nature.com/articles/s41467-022-31142-5
    File Function: Abstract
    Download Restriction: no

    File URL: https://libkey.io/10.1038/s41467-022-31142-5?utm_source=ideas
    LibKey link: if access is restricted and if your library uses this service, LibKey will redirect you to where you can use your library subscription to access this item
    ---><---

    References listed on IDEAS

    as
    1. Ugur Sahin & Alexander Muik & Evelyna Derhovanessian & Isabel Vogler & Lena M. Kranz & Mathias Vormehr & Alina Baum & Kristen Pascal & Jasmin Quandt & Daniel Maurus & Sebastian Brachtendorf & Verena L, 2020. "COVID-19 vaccine BNT162b1 elicits human antibody and TH1 T cell responses," Nature, Nature, vol. 586(7830), pages 594-599, October.
    2. Angkana T. Huang & Bernardo Garcia-Carreras & Matt D. T. Hitchings & Bingyi Yang & Leah C. Katzelnick & Susan M. Rattigan & Brooke A. Borgert & Carlos A. Moreno & Benjamin D. Solomon & Luke Trimmer-Sm, 2020. "A systematic review of antibody mediated immunity to coronaviruses: kinetics, correlates of protection, and association with severity," Nature Communications, Nature, vol. 11(1), pages 1-16, December.
    3. Davide F. Robbiani & Christian Gaebler & Frauke Muecksch & Julio C. C. Lorenzi & Zijun Wang & Alice Cho & Marianna Agudelo & Christopher O. Barnes & Anna Gazumyan & Shlomo Finkin & Thomas Hägglöf & Th, 2020. "Convergent antibody responses to SARS-CoV-2 in convalescent individuals," Nature, Nature, vol. 584(7821), pages 437-442, August.
    4. Seth J. Zost & Pavlo Gilchuk & James Brett Case & Elad Binshtein & Rita E. Chen & Joseph P. Nkolola & Alexandra Schäfer & Joseph X. Reidy & Andrew Trivette & Rachel S. Nargi & Rachel E. Sutton & Navee, 2020. "Potently neutralizing and protective human antibodies against SARS-CoV-2," Nature, Nature, vol. 584(7821), pages 443-449, August.
    5. Dami A. Collier & Isabella A. T. M. Ferreira & Prasanti Kotagiri & Rawlings P. Datir & Eleanor Y. Lim & Emma Touizer & Bo Meng & Adam Abdullahi & Anne Elmer & Nathalie Kingston & Barbara Graves & Emma, 2021. "Age-related immune response heterogeneity to SARS-CoV-2 vaccine BNT162b2," Nature, Nature, vol. 596(7872), pages 417-422, August.
    6. Zijun Wang & Frauke Muecksch & Dennis Schaefer-Babajew & Shlomo Finkin & Charlotte Viant & Christian Gaebler & Hans- Heinrich Hoffmann & Christopher O. Barnes & Melissa Cipolla & Victor Ramos & Thiago, 2021. "Naturally enhanced neutralizing breadth against SARS-CoV-2 one year after infection," Nature, Nature, vol. 595(7867), pages 426-431, July.
    7. Michal Rosenberg-Friedman & Aya Kigel & Yael Bahar & Michal Werbner & Joel Alter & Yariv Yogev & Yael Dror & Ronit Lubetzky & Moshe Dessau & Meital Gal-Tanamy & Ariel Many & Yariv Wine, 2021. "BNT162b2 mRNA vaccine elicited antibody response in blood and milk of breastfeeding women," Nature Communications, Nature, vol. 12(1), pages 1-7, December.
    8. Prabhu S. Arunachalam & Madeleine K. D. Scott & Thomas Hagan & Chunfeng Li & Yupeng Feng & Florian Wimmers & Lilit Grigoryan & Meera Trisal & Venkata Viswanadh Edara & Lilin Lai & Sarah Esther Chang &, 2021. "Systems vaccinology of the BNT162b2 mRNA vaccine in humans," Nature, Nature, vol. 596(7872), pages 410-416, August.
    9. Deepak A. Rao & Michael F. Gurish & Jennifer L. Marshall & Kamil Slowikowski & Chamith Y. Fonseka & Yanyan Liu & Laura T. Donlin & Lauren A. Henderson & Kevin Wei & Fumitaka Mizoguchi & Nikola C. Tesl, 2017. "Pathologically expanded peripheral T helper cell subset drives B cells in rheumatoid arthritis," Nature, Nature, vol. 542(7639), pages 110-114, February.
    10. Zijun Wang & Fabian Schmidt & Yiska Weisblum & Frauke Muecksch & Christopher O. Barnes & Shlomo Finkin & Dennis Schaefer-Babajew & Melissa Cipolla & Christian Gaebler & Jenna A. Lieberman & Thiago Y. , 2021. "mRNA vaccine-elicited antibodies to SARS-CoV-2 and circulating variants," Nature, Nature, vol. 592(7855), pages 616-622, April.
    Full references (including those not matched with items on IDEAS)

    Most related items

    These are the items that most often cite the same works as this one and are cited by the same works as this one.
    1. Andrew P. Hederman & Harini Natarajan & Leo Heyndrickx & Kevin K. Ariën & Joshua A. Wiener & Peter F. Wright & Evan M. Bloch & Aaron A. R. Tobian & Andrew D. Redd & Joel N. Blankson & Amihai Rottenstr, 2023. "SARS-CoV-2 vaccination elicits broad and potent antibody effector functions to variants of concern in vulnerable populations," Nature Communications, Nature, vol. 14(1), pages 1-11, December.
    2. Leander Witte & Viren A. Baharani & Fabian Schmidt & Zijun Wang & Alice Cho & Raphael Raspe & Camila Guzman-Cardozo & Frauke Muecksch & Marie Canis & Debby J. Park & Christian Gaebler & Marina Caskey , 2023. "Epistasis lowers the genetic barrier to SARS-CoV-2 neutralizing antibody escape," Nature Communications, Nature, vol. 14(1), pages 1-11, December.
    3. Haisheng Yu & Banghui Liu & Yudi Zhang & Xijie Gao & Qian Wang & Haitao Xiang & Xiaofang Peng & Caixia Xie & Yaping Wang & Peiyu Hu & Jingrong Shi & Quan Shi & Pingqian Zheng & Chengqian Feng & Guofan, 2023. "Somatically hypermutated antibodies isolated from SARS-CoV-2 Delta infected patients cross-neutralize heterologous variants," Nature Communications, Nature, vol. 14(1), pages 1-14, December.
    4. Laurent Renia & Yun Shan Goh & Angeline Rouers & Nina Bert & Wan Ni Chia & Jean-Marc Chavatte & Siew‐Wai Fong & Zi Wei Chang & Nicole Ziyi Zhuo & Matthew Zirui Tay & Yi-Hao Chan & Chee Wah Tan & Nicho, 2022. "Lower vaccine-acquired immunity in the elderly population following two-dose BNT162b2 vaccination is alleviated by a third vaccine dose," Nature Communications, Nature, vol. 13(1), pages 1-16, December.
    5. Tingting Li & Xiaojian Han & Chenjian Gu & Hangtian Guo & Huajun Zhang & Yingming Wang & Chao Hu & Kai Wang & Fengjiang Liu & Feiyang Luo & Yanan Zhang & Jie Hu & Wang Wang & Shenglong Li & Yanan Hao , 2021. "Potent SARS-CoV-2 neutralizing antibodies with protective efficacy against newly emerged mutational variants," Nature Communications, Nature, vol. 12(1), pages 1-11, December.
    6. Yubin Liu & Ziyi Wang & Xinyu Zhuang & Shengnan Zhang & Zhicheng Chen & Yan Zou & Jie Sheng & Tianpeng Li & Wanbo Tai & Jinfang Yu & Yanqun Wang & Zhaoyong Zhang & Yunfeng Chen & Liangqin Tong & Xi Yu, 2023. "Inactivated vaccine-elicited potent antibodies can broadly neutralize SARS-CoV-2 circulating variants," Nature Communications, Nature, vol. 14(1), pages 1-17, December.
    7. Irene A. Abela & Chloé Pasin & Magdalena Schwarzmüller & Selina Epp & Michèle E. Sickmann & Merle M. Schanz & Peter Rusert & Jacqueline Weber & Stefan Schmutz & Annette Audigé & Liridona Maliqi & Anni, 2021. "Multifactorial seroprofiling dissects the contribution of pre-existing human coronaviruses responses to SARS-CoV-2 immunity," Nature Communications, Nature, vol. 12(1), pages 1-18, December.
    8. Mark Chernyshev & Mrunal Sakharkar & Ruth I. Connor & Haley L. Dugan & Daniel J. Sheward & C. G. Rappazzo & Aron Stålmarck & Mattias N. E. Forsell & Peter F. Wright & Martin Corcoran & Ben Murrell & L, 2023. "Vaccination of SARS-CoV-2-infected individuals expands a broad range of clonally diverse affinity-matured B cell lineages," Nature Communications, Nature, vol. 14(1), pages 1-12, December.
    9. Chengzi I. Kaku & Tyler N. Starr & Panpan Zhou & Haley L. Dugan & Paul Khalifé & Ge Song & Elizabeth R. Champney & Daniel W. Mielcarz & James C. Geoghegan & Dennis R. Burton & Raiees Andrabi & Jesse D, 2023. "Evolution of antibody immunity following Omicron BA.1 breakthrough infection," Nature Communications, Nature, vol. 14(1), pages 1-13, December.
    10. Mathieu Claireaux & Tom G. Caniels & Marlon Gast & Julianna Han & Denise Guerra & Gius Kerster & Barbera D. C. Schaik & Aldo Jongejan & Angela I. Schriek & Marloes Grobben & Philip J. M. Brouwer & Kar, 2022. "A public antibody class recognizes an S2 epitope exposed on open conformations of SARS-CoV-2 spike," Nature Communications, Nature, vol. 13(1), pages 1-15, December.
    11. Xiaoqi Yu & Dong Wei & Wenxin Xu & Chuanmiao Liu & Wentian Guo & Xinxin Li & Wei Tan & Leshan Liu & Xinxin Zhang & Jieming Qu & Zhitao Yang & Erzhen Chen, 2022. "Neutralizing activity of BBIBP-CorV vaccine-elicited sera against Beta, Delta and other SARS-CoV-2 variants of concern," Nature Communications, Nature, vol. 13(1), pages 1-10, December.
    12. Eva M. Stevenson & Sandra Terry & Dennis Copertino & Louise Leyre & Ali Danesh & Jared Weiler & Adam R. Ward & Pragya Khadka & Evan McNeil & Kevin Bernard & Itzayana G. Miller & Grant B. Ellsworth & C, 2022. "SARS CoV-2 mRNA vaccination exposes latent HIV to Nef-specific CD8+ T-cells," Nature Communications, Nature, vol. 13(1), pages 1-15, December.
    13. Hanna Renk & Alex Dulovic & Alina Seidel & Matthias Becker & Dorit Fabricius & Maria Zernickel & Daniel Junker & Rüdiger Groß & Janis Müller & Alexander Hilger & Sebastian F. N. Bode & Linus Fritsch &, 2022. "Robust and durable serological response following pediatric SARS-CoV-2 infection," Nature Communications, Nature, vol. 13(1), pages 1-11, December.
    14. Wenkai Han & Ningning Chen & Xinzhou Xu & Adil Sahil & Juexiao Zhou & Zhongxiao Li & Huawen Zhong & Elva Gao & Ruochi Zhang & Yu Wang & Shiwei Sun & Peter Pak-Hang Cheung & Xin Gao, 2023. "Predicting the antigenic evolution of SARS-COV-2 with deep learning," Nature Communications, Nature, vol. 14(1), pages 1-14, December.
    15. X. Tong & R. P. McNamara & M. J. Avendaño & E. F. Serrano & T. García-Salum & C. Pardo-Roa & H. L. Bertera & T. M. Chicz & J. Levican & E. Poblete & E. Salinas & A. Muñoz & A. Riquelme & G. Alter & R., 2023. "Waning and boosting of antibody Fc-effector functions upon SARS-CoV-2 vaccination," Nature Communications, Nature, vol. 14(1), pages 1-15, December.
    16. Fredrika Hellgren & Alberto Cagigi & Rodrigo Arcoverde Cerveira & Sebastian Ols & Theresa Kern & Ang Lin & Bengt Eriksson & Michael G. Dodds & Edith Jasny & Kim Schwendt & Conrad Freuling & Thomas Mül, 2023. "Unmodified rabies mRNA vaccine elicits high cross-neutralizing antibody titers and diverse B cell memory responses," Nature Communications, Nature, vol. 14(1), pages 1-15, December.
    17. Sissy Therese Sonnleitner & Martina Prelog & Stefanie Sonnleitner & Eva Hinterbichler & Hannah Halbfurter & Dominik B. C. Kopecky & Giovanni Almanzar & Stephan Koblmüller & Christian Sturmbauer & Leon, 2022. "Cumulative SARS-CoV-2 mutations and corresponding changes in immunity in an immunocompromised patient indicate viral evolution within the host," Nature Communications, Nature, vol. 13(1), pages 1-12, December.
    18. Ching-Lin Hsieh & Sarah R. Leist & Emily Happy Miller & Ling Zhou & John M. Powers & Alexandra L. Tse & Albert Wang & Ande West & Mark R. Zweigart & Jonathan C. Schisler & Rohit K. Jangra & Kartik Cha, 2024. "Prefusion-stabilized SARS-CoV-2 S2-only antigen provides protection against SARS-CoV-2 challenge," Nature Communications, Nature, vol. 15(1), pages 1-14, December.
    19. Eva Stadler & Martin T. Burgess & Timothy E. Schlub & Shanchita R. Khan & Khai Li Chai & Zoe K. McQuilten & Erica M. Wood & Mark N. Polizzotto & Stephen J. Kent & Deborah Cromer & Miles P. Davenport &, 2023. "Monoclonal antibody levels and protection from COVID-19," Nature Communications, Nature, vol. 14(1), pages 1-9, December.
    20. Ting Lu & Rui Ma & Wenjuan Dong & Kun-Yu Teng & Daniel S. Kollath & Zhiyao Li & Jinhee Yi & Christian Bustillos & Shoubao Ma & Lei Tian & Anthony G. Mansour & Zhenlong Li & Erik W. Settles & Jianying , 2022. "Off-the-shelf CAR natural killer cells secreting IL-15 target spike in treating COVID-19," Nature Communications, Nature, vol. 13(1), pages 1-11, December.

    More about this item

    Statistics

    Access and download statistics

    Corrections

    All material on this site has been provided by the respective publishers and authors. You can help correct errors and omissions. When requesting a correction, please mention this item's handle: RePEc:nat:natcom:v:13:y:2022:i:1:d:10.1038_s41467-022-31142-5. See general information about how to correct material in RePEc.

    If you have authored this item and are not yet registered with RePEc, we encourage you to do it here. This allows to link your profile to this item. It also allows you to accept potential citations to this item that we are uncertain about.

    If CitEc recognized a bibliographic reference but did not link an item in RePEc to it, you can help with this form .

    If you know of missing items citing this one, you can help us creating those links by adding the relevant references in the same way as above, for each refering item. If you are a registered author of this item, you may also want to check the "citations" tab in your RePEc Author Service profile, as there may be some citations waiting for confirmation.

    For technical questions regarding this item, or to correct its authors, title, abstract, bibliographic or download information, contact: Sonal Shukla or Springer Nature Abstracting and Indexing (email available below). General contact details of provider: http://www.nature.com .

    Please note that corrections may take a couple of weeks to filter through the various RePEc services.

    IDEAS is a RePEc service. RePEc uses bibliographic data supplied by the respective publishers.