Evidence map›Paper›PMID 35639676›Full record

ArticlePLoS biology2022

Adverse effects following anti-COVID-19 vaccination with mRNA-based BNT162b2 are alleviated by altering the route of administration and correlate with baseline enrichment of T and NK cell genes.

Ayesa Syenina, Esther S Gan, Justin Z N Toh, Ruklanthi de Alwis, Lowell Z Lin, Christine Y L Tham, Jia Xin Yee, Yan Shan Leong, Huizhen Sam, Charlene Cheong and 9 more

Registry-linked trialAbstract read
In one paragraph

Article in PLoS biology, 2022. The graph could read no effect estimate from its abstract, so it casts no vote on the map. It is linked to trial NCT07527247 (Using AS01 Adjuvant to Improve Immune Response in Older Adults Through Trained Immunity), which is not on this map. Cited by 19 papers.

0numbers the graph read from it
0cells of the map it votes in
19citing papers in PubMed
–field-weighted citation impact
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.

NCT07527247 phase2recruitingnot on this mapstarted 2025, after this paper: background citation

Using AS01 Adjuvant to Improve Immune Response in Older Adults Through Trained Immunity

TypeinterventionalSponsorSingapore General HospitalRan2025 to 2029Enrolled40ConditionsImmune System Responses and Trained Immunity After AS01 Administration, Healthy AdultArmsAS01 adjuvant (0.5 mL intramuscular), YF17D (Stamaril, Sanofi-Pasteur), Placebo (NaCl 09%, 0.5mL)
3 · Its place in the literature

Who cites it

19 citing papers in PubMed.

  1. Inflammatory mediators of mRNA vaccine-induced adverse reactions in mice.Molecular therapy : the journal of the American Society of Gene Therapy · 2026
    Article
  2. Advances and Strategies in Enhancing mRNA Cancer Vaccines.Advanced materials (Deerfield Beach, Fla.) · 2025
    Review
  3. Review
  4. Review
  5. Review
  6. Article
  7. Review
  8. Review
  9. Effects ofInternational journal of molecular sciences · 2023
    Article
  10. Review
  11. Article
  12. Article
  13. Article
  14. Article
  15. Observational
  16. Article
  17. Review
  18. Review
  19. Article
4 · The record

Corrections and comments

PubMed lists nothing against this paper. Absence here is not a guarantee, only a check that was made.

5 · Who and what money

Authors and funding

19 authors.

Ayesa SyeninaProgram in Emerging Infectious Diseases, Duke-NUS Medical School, Singapore.ORCID 0000-0003-0061-8401
Esther S GanProgram in Emerging Infectious Diseases, Duke-NUS Medical School, Singapore.
Justin Z N TohViral Research and Experimental Medicine Centre, SingHealth Duke-NUS Academic Medical Centre, Singapore.
Ruklanthi de AlwisProgram in Emerging Infectious Diseases, Duke-NUS Medical School, Singapore.
Lowell Z LinProgram in Emerging Infectious Diseases, Duke-NUS Medical School, Singapore.
Christine Y L ThamProgram in Emerging Infectious Diseases, Duke-NUS Medical School, Singapore.
Jia Xin YeeProgram in Emerging Infectious Diseases, Duke-NUS Medical School, Singapore.
Yan Shan LeongProgram in Emerging Infectious Diseases, Duke-NUS Medical School, Singapore.
Huizhen SamDepartment of Infectious Diseases, Singapore General Hospital, Singapore.
Charlene CheongDepartment of Infectious Diseases, Singapore General Hospital, Singapore.
Yii Ean TehDepartment of Infectious Diseases, Singapore General Hospital, Singapore.
Ian L E WeeDepartment of Infectious Diseases, Singapore General Hospital, Singapore.
Dorothy H L NgDepartment of Infectious Diseases, Singapore General Hospital, Singapore.
Kuan Rong ChanProgram in Emerging Infectious Diseases, Duke-NUS Medical School, Singapore.
Jean X Y SimDepartment of Infectious Diseases, Singapore General Hospital, Singapore.
Shirin KalimuddinProgram in Emerging Infectious Diseases, Duke-NUS Medical School, Singapore.
Eugenia Z OngProgram in Emerging Infectious Diseases, Duke-NUS Medical School, Singapore.
Jenny G LowProgram in Emerging Infectious Diseases, Duke-NUS Medical School, Singapore.
Eng Eong OoiProgram in Emerging Infectious Diseases, Duke-NUS Medical School, Singapore.ORCID 0000-0002-0520-1544

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

Ensuring high vaccination and even booster vaccination coverage is critical in preventing severe Coronavirus Disease 2019 (COVID-19). Among the various COVID-19 vaccines currently in use, the mRNA vaccines have shown remarkable effectiveness. However, systemic adverse events (AEs), such as postvaccination fatigue, are prevalent following mRNA vaccination, and the underpinnings of which are not understood. Herein, we found that higher baseline expression of genes related to T and NK cell exhaustion and suppression were positively correlated with the development of moderately severe fatigue after Pfizer-BioNTech BNT162b2 vaccination; increased expression of genes associated with T and NK cell exhaustion and suppression reacted to vaccination were associated with greater levels of innate immune activation at 1 day postvaccination. We further found, in a mouse model, that altering the route of vaccination from intramuscular (i.m.) to subcutaneous (s.c.) could lessen the pro-inflammatory response and correspondingly the extent of systemic AEs; the humoral immune response to BNT162b2 vaccination was not compromised. Instead, it is possible that the s.c. route could improve cytotoxic CD8 T-cell responses to BNT162b2 vaccination. Our findings thus provide a glimpse of the molecular basis of postvaccination fatigue from mRNA vaccination and suggest a readily translatable solution to minimize systemic AEs.

Indexed as

COVID-19AnimalsBNT162 VaccineCOVID-19 VaccinesFatigueHumansKiller Cells, NaturalMiceRNA, MessengerVaccinationBNT162 VaccineCOVID-19 VaccinesRNA, Messenger

Identifiers

PMID35639676
PMCPMC9154185

What Socratic holds

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LicenceCC BY
Read underepoch 390

Registered trials

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 Socratic graph.