Evidence map›Paper›PMID 35148837›Full record

ArticleCell2022

Immune imprinting, breadth of variant recognition, and germinal center response in human SARS-CoV-2 infection and vaccination.

Katharina Röltgen, Sandra C A Nielsen, Oscar Silva, Sheren F Younes, Maxim Zaslavsky, Cristina Costales, Fan Yang, Oliver F Wirz, Daniel Solis, Ramona A Hoh and 33 more

Open access · hybridAbstract read
In one paragraph

Article in Cell, 2022. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 307 papers.

0numbers the graph read from it
0cells of the map it votes in
307citing papers in PubMed
47.5field-weighted citation impact, top 1% of its field
1 · What the graph read from it

What it found

Each row is one number read from the abstract, on the scale the paper reported it, with its interval. Left of the dashed line favours the treatment, right favours the comparator. Under each row is the sentence it came from. New to these charts? A ten-minute tutorial.

The abstract states no effect estimate the extractor could read, or names no intervention and outcome on the map, so this paper lights no cell and moves no belief. It is still indexed, cited and linked below.

2 · The registry

The trial behind it

Trials whose registry record cites this paper, or whose number appears in the abstract. A trial that started after this paper was published is citing it as background, not reporting it.

Neither the registry nor the abstract names a trial number. If this is a trial report, that itself is worth knowing.

3 · Its place in the literature

Who cites it

307 citing papers in PubMed, 479 citations in OpenAlex.

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  14. iScience · 2026
    Article
  15. Article
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  18. Biographical Feature: Benjamin A. Pinsky, MD, PhD.Journal of clinical microbiology · 2026
    Article
  19. Review
  20. Article

247 more citing papers are in PubMed but not listed here.

4 · The record

Corrections and comments

5 · Who and what money

Authors and funding

43 authors at 8 institutions in 2 countries.

Katharina RöltgenDepartment of Pathology, Stanford University, Stanford, CA, USA.
Sandra C A NielsenDepartment of Pathology, Stanford University, Stanford, CA, USA.
Oscar SilvaDepartment of Pathology, Stanford University, Stanford, CA, USA.
Sheren F YounesDepartment of Pathology, Stanford University, Stanford, CA, USA.
Maxim ZaslavskyDepartment of Pathology, Stanford University, Stanford, CA, USA.
Cristina CostalesDepartment of Pathology, Stanford University, Stanford, CA, USA.
Fan YangDepartment of Pathology, Stanford University, Stanford, CA, USA.
Oliver F WirzDepartment of Pathology, Stanford University, Stanford, CA, USA.
Daniel SolisDepartment of Pathology, Stanford University, Stanford, CA, USA.
Ramona A HohDepartment of Pathology, Stanford University, Stanford, CA, USA.
Aihui WangDepartment of Pathology, Stanford University, Stanford, CA, USA.
Prabhu S ArunachalamInstitute for Immunity, Transplantation and Infection, Stanford University, Stanford, CA, USA.
Deana ColburgDepartment of Pathology, Stanford University, Stanford, CA, USA.
Shuchun ZhaoDepartment of Pathology, Stanford University, Stanford, CA, USA.
Emily HaraguchiDepartment of Pathology, Stanford University, Stanford, CA, USA.
Alexandra S LeeSean N. Parker Center for Allergy & Asthma Research, Stanford University, Stanford, CA, USA.
Mihir M ShahSean N. Parker Center for Allergy & Asthma Research, Stanford University, Stanford, CA, USA.
Monali ManoharSean N. Parker Center for Allergy & Asthma Research, Stanford University, Stanford, CA, USA.
Iris ChangSean N. Parker Center for Allergy & Asthma Research, Stanford University, Stanford, CA, USA.
Fei GaoInstitute for Immunity, Transplantation and Infection, Stanford University, Stanford, CA, USA.
Vamsee MallajosyulaInstitute for Immunity, Transplantation and Infection, Stanford University, Stanford, CA, USA.
Chunfeng LiInstitute for Immunity, Transplantation and Infection, Stanford University, Stanford, CA, USA.
James LiuStanford Health Library, Stanford, CA, USA.
Massa J ShouraDepartment of Pathology, Stanford University, Stanford, CA, USA.
Sayantani B SindherSean N. Parker Center for Allergy & Asthma Research, Stanford University, Stanford, CA, USA.
Ella ParsonsSean N. Parker Center for Allergy & Asthma Research, Stanford University, Stanford, CA, USA.
Naranjargal J DashdorjOnom Foundation, Ulaanbaatar 17013, Mongolia; Liver Center, Ulaanbaatar 14230, Mongolia.
Naranbaatar D DashdorjOnom Foundation, Ulaanbaatar 17013, Mongolia.
Robert MonroeAdvanced Cell Diagnostics, Newark, CA, USA.
Geidy E SerranoBanner Sun Health Research Institute, Sun City, AZ, USA.
Thomas G BeachBanner Sun Health Research Institute, Sun City, AZ, USA.
R Sharon ChinthrajahSean N. Parker Center for Allergy & Asthma Research, Stanford University, Stanford, CA, USA; Department of Medicine, Division of Pulmonary, Allergy, and Critical Care Medicine, Stanford University, Stanford, CA, USA.
Gregory W CharvilleDepartment of Pathology, Stanford University, Stanford, CA, USA.
James L WilburMeso Scale Diagnostics LLC, Rockville, MD, USA.
Jacob N WohlstadterMeso Scale Diagnostics LLC, Rockville, MD, USA.
Mark M DavisInstitute for Immunity, Transplantation and Infection, Stanford University, Stanford, CA, USA; Department of Microbiology and Immunology, Stanford University, Stanford, CA, USA; Howard Hughes Medical Institute, Stanford University, Stanford, CA, USA.
Bali PulendranDepartment of Pathology, Stanford University, Stanford, CA, USA; Institute for Immunity, Transplantation and Infection, Stanford University, Stanford, CA, USA; Department of Microbiology and Immunology, Stanford University, Stanford, CA, USA.
Megan L TroxellDepartment of Pathology, Stanford University, Stanford, CA, USA.
George B SigalMeso Scale Diagnostics LLC, Rockville, MD, USA.
Yasodha NatkunamDepartment of Pathology, Stanford University, Stanford, CA, USA.
Benjamin A PinskyDepartment of Pathology, Stanford University, Stanford, CA, USA; Department of Medicine, Division of Infectious Diseases and Geographic Medicine, Stanford University, Stanford, CA, USA.
Kari C NadeauSean N. Parker Center for Allergy & Asthma Research, Stanford University, Stanford, CA, USA; Department of Medicine, Division of Pulmonary, Allergy, and Critical Care Medicine, Stanford University, Stanford, CA, USA.
Scott D BoydDepartment of Pathology, Stanford University, Stanford, CA, USA; Sean N. Parker Center for Allergy & Asthma Research, Stanford University, Stanford, CA, USA. Electronic address: publications_scott_boyd@stanford.edu.
Stanford University · USMeso Scale Discovery (United States) · USBanner Sun Health Research Institute · USMongolian University of Life Sciences · MNStanford Medicine · USAdvanced Cell Diagnostics (United States) · USHoward Hughes Medical Institute · USStanford Health Care · US

Funding

Using a tonsil organoid system to probe conditions for the induction of protective antibody and T cell responses to influenza.U19AI057229 · NIAID · STANFORD UNIVERSITY · PI Mark Morris Davis · 2003 to 2026
$88.5M
Research Education ComponentP30AG019610 · NIA · SUN HEALTH RESEARCH INSTITUTE · PI GONZALEZ HERNANDEZ, GRACIELA · 2001 to 2020
$32.5M
Research Education ComponentP30AG072980 · NIA · BANNER HEALTH · PI HEATHER Allyson BIMONTE-NELSON · 2021 to 2026
$24.9M
The effects of immune-age on immune-response and the molecular mechanisms which drive itP01AI153559 · NIAID · STANFORD UNIVERSITY · PI SHEN-ORR, SHAI SHLOMO · 2021 to 2025
$17.8M
Systems biological assessment of T cell responses to vaccinationU19AI167903 · NIAID · STANFORD UNIVERSITY · PI BALI PULENDRAN · 2022 to 2026
$13.2M
Project 3: T CellsU54CA260517 · NCI · STANFORD UNIVERSITY · PI BOYD, SCOTT DEXTER · 2020 to 2024
$10.4M
Effects of aging on primary and secondary vaccine responses in a 15-year longitudinal cohortR01AI130398 · NIAID · STANFORD UNIVERSITY · PI BOYD, SCOTT DEXTER · 2017 to 2021
$4.0M
Storage and recall of human B cell memory of influenza over tissues and timeR01AI127877 · NIAID · STANFORD UNIVERSITY · PI BOYD, SCOTT DEXTER · 2017 to 2021
$2.0M
NCI NIH HHS U54 CA260517NIAID NIH HHS HHSN272201700013CNIAID NIH HHS P01 AI153559NIAID NIH HHS R01 AI127877NIAID NIH HHS R01 AI130398NIAID NIH HHS U19 AI057229NIAID NIH HHS U19 AI167903NIA NIH HHS P30 AG019610NIA NIH HHS P30 AG072980
6 · The paper itself

Abstract

During the SARS-CoV-2 pandemic, novel and traditional vaccine strategies have been deployed globally. We investigated whether antibodies stimulated by mRNA vaccination (BNT162b2), including third-dose boosting, differ from those generated by infection or adenoviral (ChAdOx1-S and Gam-COVID-Vac) or inactivated viral (BBIBP-CorV) vaccines. We analyzed human lymph nodes after infection or mRNA vaccination for correlates of serological differences. Antibody breadth against viral variants is lower after infection compared with all vaccines evaluated but improves over several months. Viral variant infection elicits variant-specific antibodies, but prior mRNA vaccination imprints serological responses toward Wuhan-Hu-1 rather than variant antigens. In contrast to disrupted germinal centers (GCs) in lymph nodes during infection, mRNA vaccination stimulates robust GCs containing vaccine mRNA and spike antigen up to 8 weeks postvaccination in some cases. SARS-CoV-2 antibody specificity, breadth, and maturation are affected by imprinting from exposure history and distinct histological and antigenic contexts in infection compared with vaccination.

Indexed as

Antibodies, ViralBNT162 VaccineCOVID-19Germinal CenterAntigens, ViralHumansSARS-CoV-2Spike Glycoprotein, CoronavirusVaccinationAntibodies, ViralAntigens, ViralBNT162 VaccineSpike Glycoprotein, Coronavirusspike protein, SARS-CoV-2antibodiesAstra ZenecaautopsyBBIBP-CorVBioNTech-PfizerBNT162b2ChAdOx1-SCOVID-19Delta variantendemic coronavirusesGam-COVID-Vacimprintinglymph node germinal centerModernamRNA-1273SARS-CoV-2SARS-CoV-2 variants of concernSinopharmSputnik Vvaccine

Identifiers

PMID35148837
PMCPMC8786601
OpenAlexW4207077800

What OpenQuestion holds

Textmetadata
Read underepoch 390

Registered trials

None linked

Read under generation 80e0d062 · epoch 390. Bibliography from PubMed, PubMed Central and OpenAlex; grants from NIH RePORTER; trial links from ClinicalTrials.gov; estimates, votes and beliefs from the OpenQuestion graph.