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Record W4223920383 · doi:10.1101/2022.03.29.22272714

Immunogenicity of Pfizer-BioNTech COVID-19 mRNA Primary Vaccination Series in Recovered Individuals Depends on Symptoms at Initial Infection

2022· preprint· en· W4223920383 on OpenAlexaff
Sabryna Nantel, Benoîte Bourdin, Kelsey Adams, Julie Carbonneau, Henintsoa Rabezanahary, Marie‐Ève Hamelin, Deirdre McCormack, Patrice Savard, Yves Longtin, Matthew P. Cheng, Gaston De Serres, Jacques Corbeil, Vladimir Gîlca, Mariana Baz, Guy Boivin, Caroline Quach, Hélène Decaluwe

Bibliographic record

VenuemedRxiv · 2022
Typepreprint
Languageen
FieldMedicine
TopicSARS-CoV-2 and COVID-19 Research
Canadian institutionsInstitut National de Santé Publique du QuébecJewish General HospitalUniversité de MontréalUniversité LavalMcGill University Health CentreCentre Hospitalier Universitaire Sainte-Justine
Fundersnot available
KeywordsSerostatusVaccinationImmunogenicityMedicineAsymptomaticImmunologyImmune systemImmunityCohortVirologyVirusInternal medicineViral load

Abstract

fetched live from OpenAlex

ABSTRACT Importance Public health vaccination recommendations for COVID-19 primary series and boosters in previously infected individuals differ worldwide. As infection with SARS-CoV-2 is often asymptomatic, it remains to be determined if vaccine immunogenicity is comparable in all previously infected subjects. We present detailed immunological evidence to clarify the requirements for one-or two-dose primary vaccination series for naturally primed individuals. Objective Evaluate the immune response to COVID-19 mRNA vaccines in healthcare workers (HCWs) who recovered from a SARS-CoV-2 infection. Design Multicentric observational prospective cohort study of HCWs with a PCR-confirmed SARS-CoV-2 infection designed to evaluate the dynamics of T and B cells immune responses to primary infection and COVID-19 mRNA vaccination over 12 months. Participants Unvaccinated HCWs with PCR-confirmed SARS-CoV-2 infection were selected based on the presence or absence of symptoms at infection and serostatus at enrollment. Age- and sex-matched adults not infected with SARS-CoV-2 prior to vaccination were included as naïve controls. Exposure Vaccination with Pfizer BioNTech BNT162b2 mRNA vaccine. Main Outcome(s) and Measure(s) Immunity score (zero to three), before and after vaccination, based on anti-RBD IgG ratio, serum capacity to neutralize live virus and IFN-γ secretion capacity in response to SARS-CoV-2 peptide pools above the positivity threshold for each of the three assays. We compared the immunity score between groups based on subjects’ symptoms at diagnosis and/or serostatus prior to vaccination. Results None of the naïve participants (n=14) showed a maximal immunity score of three following one dose of vaccine compared to 84% of the previously infected participants (n=55). All recovered individuals who did not have an immunity score of three were seronegative prior to vaccination, and 67% had not reported symptoms resulting from their initial infection. Following one dose of vaccine, their immune responses were comparable to naïve individuals, with significantly weaker responses than those who were symptomatic during infection. Conclusions and Relevance Individuals who did not develop symptoms during their initial SARS-CoV-2 infection and were seronegative prior to vaccination present immune responses comparable to that of naïve individuals. These findings highlight the importance of administering the complete two-dose primary regimen and following boosters of mRNA vaccines to individuals who experienced asymptomatic SARS-CoV-2 infection. KEY POINTS Question Is a single dose of COVID-19 mRNA vaccine sufficient to induce robust immune responses in individuals with prior SARS-CoV-2 infection? Findings In this cohort of 55 health care workers previously infected with SARS-CoV-2, we show that the absence of symptoms during initial infection and negative serostatus prior to vaccination predict the strength of immune responses to COVID-19 mRNA vaccine. Lack of symptoms and a negative serostatus prior to vaccination leads to immune responses comparable to naïve individuals. Meaning Our results support a two-dose primary series requirement for any individual with prior history of asymptomatic SARS-CoV-2 infection.

Fetched live from OpenAlex and de-inverted. Abstracts are not stored in this database: the inverted indexes are 8.6 GB of the frame’s 9.3 GB of text, and the host has 13 GB free.

How this classification was reachedexpand

Full frame machine prediction

Teacher imitation

Not calibrated prevalence, not ground truth. Human validation pending. The Gemma side is a direct model label for every work in the frame, read from the title-only record. The Codex side is a classifier learned from the 10,348 direct Codex labels and calibrated to design-weighted sample rates; fields without enough sample support carry no Codex call. Candidate is the union of the two sides; consensus is their intersection. These outputs are machine_predicted_unvalidated and are not human labels.

metaresearch head score (Codex)0.001
metaresearch head score (Gemma)0.001
Version: metacan-v3-hybrid-931329e0061cValidation status: machine_predicted_unvalidated
Candidate categoriesnone
Consensus categoriesnone
DomainCandidate signal: none · Consensus signal: none
Study designCandidate signal: Observational · Consensus signal: Observational
GenreCandidate signal: Empirical · Consensus signal: Empirical
Teacher disagreement score0.002
Threshold uncertainty score0.007

Distilled classifier scores by category (both heads)

CategoryCodexGemma
Metaresearch0.0010.001
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0000.000
Bibliometrics0.0000.000
Science and technology studies0.0000.000
Scholarly communication0.0000.000
Open science0.0000.000
Research integrity0.0000.000
Insufficient payload (model declined to judge)0.0020.000

Machine scores (provisional)

The two teacher heads of the student model, read on this work. A score orders the frame for review; it never asserts a category, and the validation status ships verbatim with every row.

Baseline scores from an immature model (maturity gate not passed, 7 training rounds). Scores rank; they never assert a category.

Opus teacher head0.051
GPT teacher head0.366
Teacher spread0.315 · how far apart the two teachers sit on this one work
Validation statusscore_only:v0-immature-baseline · verbatim from the scoring run: score_only means the number may rank works, and no category label ships from it

Classification

machine, unvalidated

Machine predicted; a candidate call from one source (direct Gemma or distilled Codex), not a consensus.

The models applied no category: nothing in the taxonomy fit this work.
Study designObservational
Domainnot available
GenreEmpirical

How this classification was reached, model by model and score by score, is at the end of the page under "How this classification was reached".

Quick stats

Citations1
Published2022
Admission routes1
Has abstractyes

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