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Record W4220783818 · doi:10.1101/2022.03.16.22272440

Serological Responses to the First Three Doses of SARS-CoV-2 Vaccination in Inflammatory Bowel Disease: A Prospective Cohort Study

2022· preprint· en· W4220783818 on OpenAlexafffund
Joshua Quan, Christopher Ma, Remo Panaccione, Lindsay Hracs, Nastaran Sharifi, Michelle Herauf, Ante Markovinović, Stephanie Coward, Joseph W. Windsor, Léa Caplan, R Ingram, Jamil N. Kanji, Graham Tipples, Jessalyn K. Holodinsky, Çharles N. Bernstein, Douglas J. Mahoney, Sasha Bernatsky, Eric I. Benchimol, Gilaad G. Kaplan

Bibliographic record

VenuemedRxiv · 2022
Typepreprint
Languageen
FieldMedicine
TopicSARS-CoV-2 and COVID-19 Research
Canadian institutionsSickKids FoundationUniversity of TorontoUniversity of ManitobaMcGill University Health CentreUniversity of AlbertaUniversity of Calgary
FundersPublic Health AgencyPublic Health Agency of CanadaCrohn's and Colitis CanadaUniversity of CalgaryCanadian Institutes of Health ResearchLeona M. and Harry B. Helmsley Charitable Trust
KeywordsMedicineSeroconversionSerologyVaccinationProspective cohort studyInternal medicineGastroenterologyInflammatory bowel diseaseAntibodyAntibody titerConfidence intervalCohortImmunologyTiterDisease

Abstract

fetched live from OpenAlex

Background Individuals with inflammatory bowel disease (IBD) who are immunocompromised may have a reduced serological response to the SARS-CoV-2 vaccine. We investigated serological responses following 1 st , 2 nd , and 3 rd doses of SARS-CoV-2 vaccination in those with IBD. Methods A prospective cohort study of persons with IBD ( n = 496) assessed serological response 1–8 weeks after 1 st dose vaccination, 1–8 weeks after 2 nd dose, 8 or more weeks after 2 nd dose, and at least 1 week after 3 rd dose. Seroconversion and geometric mean titer (GMT) with 95% confidence intervals (CI) were assessed for antibodies to the SARS-CoV-2 spike protein. Multivariable linear regression models assessed the adjusted fold change (FC) in antibody levels. Results Seroconversion and GMT increased from post-1 st dose to 1–8 weeks post-2 nd dose (81.6%, 1814 AU/mL vs. 98.7%, 9229 AU/mL, p <0.001), decreased after 8 weeks post-2 nd dose (94.9%, 3002 AU/mL, p <0.001), and rebounded post-3 rd dose (99.6%, 14639 AU/mL, p <0.001). Prednisone was the only IBD-related medication associated with diminished antibody response after 3 rd -dose vaccination (FC: 0.07 [95% CI: 0.02, 0.20]). Antibody levels steadily decline following the 2 nd (FC: 0.92 [95% CI: 0.90, 0.94] per week) and 3 rd dose (FC: 0.88 [95% CI: 0.84, 0.92] per week) of the SARS-CoV-2 vaccine. Conclusion A three-dose regimen of vaccination to SARS-CoV-2 yields a robust antibody response for those with IBD across all classes of IBD therapies except for prednisone. The decaying antibody levels following the 3 rd dose of the vaccine should be monitored in future studies.

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)0.002
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 score0.005
Threshold uncertainty score0.011

Distilled classifier scores by category (both heads)

CategoryCodexGemma
Metaresearch0.0010.002
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0000.001
Bibliometrics0.0000.001
Science and technology studies0.0010.000
Scholarly communication0.0010.000
Open science0.0010.000
Research integrity0.0010.001
Insufficient payload (model declined to judge)0.0010.000

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 head0.055
GPT teacher head0.369
Teacher spread0.314 · 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

Citations3
Published2022
Admission routes2
Has abstractyes

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