Evidence map›Paper›PMID 42221366›Full record

ArticleOpen forum infectious diseases2026

Protective Effectiveness of Sars-Cov-2 Infection Risk Among Hybrid, Vaccine, and Infection-induced Immunity Against the Omicron Variant, K-Serosmart.

Yifan Zhang, Won Chang, Kevin Dieckhaus, Suyoung Jo, Jina Han, Hye Jin Baek, Eunbi Noh, Kyuhyun Yoon, Jung Ae Kim, Jaehun Jung and 7 more

Abstract read
In one paragraph

Article in Open forum infectious diseases, 2026. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Not yet cited in PubMed.

0numbers the graph read from it
0cells of the map it votes in
0citing 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.

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

0 citing papers in PubMed.

No citing paper in PubMed yet.

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

17 authors.

Yifan ZhangDepartment of Statistics, University of Connecticut, Storrs, Connecticut, USA.
Won ChangDepartment of Statistics, Seoul National University, Seoul, Korea.ORCID https://orcid.org/0000-0003-3556-1249
Kevin DieckhausDepartment of Medicine, School of Medicine, UConn Health, Farmington, Connecticut, USA.ORCID https://orcid.org/0000-0003-2761-4267
Suyoung JoInstitute of Health and Environment, Seoul National University, Seoul, Korea.ORCID https://orcid.org/0000-0001-7790-0160
Jina HanDepartment of Preventive Medicine and Public Health, Ajou University School of Medicine, Suwon, Korea.ORCID https://orcid.org/0000-0002-4649-0012
Hye Jin BaekDepartment of Preventive Medicine and Public Health, Ajou University School of Medicine, Suwon, Korea.ORCID https://orcid.org/0000-0001-8900-5542
Eunbi NohNational Radiation Emergency Medical Center, Korea Institute of Radiological and Medical Sciences, Seoul, Korea.ORCID https://orcid.org/0000-0002-9867-127X
Kyuhyun YoonInstitute of Health and Environment, Seoul National University, Seoul, Korea.ORCID https://orcid.org/0000-0001-7017-1145
Jung Ae KimCollege of Nursing, Kyungbok University, Namyangju-si, Korea.ORCID https://orcid.org/0000-0002-7715-5372
Jaehun JungDepartment of Preventive Medicine, School of Medicine, Korea University, Seoul, Korea.ORCID https://orcid.org/0000-0002-4856-3668
Kyong Ran PeckDivision of Infectious Diseases, Samsung Medical Center, Sungkyunkwan University School of Medicine, Seoul, Korea.ORCID https://orcid.org/0000-0002-7464-9780
Hye-Sook JeongDivision of Clinical Research for Vaccine, Center for Vaccine Research, National Institute of Infectious Diseases, National Institute of Health, CheongJu, Korea.ORCID https://orcid.org/0009-0006-9819-2398
June-Woo LeeDivision of Clinical Research for Vaccine, Center for Vaccine Research, National Institute of Infectious Diseases, National Institute of Health, CheongJu, Korea.ORCID https://orcid.org/0000-0002-2923-5597
Ah-Ra KimDivision of Clinical Research for Vaccine, Center for Vaccine Research, National Institute of Infectious Diseases, National Institute of Health, CheongJu, Korea.ORCID https://orcid.org/0000-0001-5610-3787
Hyeon Nam DoDivision of Clinical Research for Vaccine, Center for Vaccine Research, National Institute of Infectious Diseases, National Institute of Health, CheongJu, Korea.ORCID https://orcid.org/0000-0002-9337-8859
Youngji JoDepartment of Public Health Sciences, School of Medicine, UConn Health, Farmington, Connecticut, USA.ORCID https://orcid.org/0000-0002-1440-2786
Dong-Hyun KimDepartment of Social and Preventive Medicine, Hallym University College of Medicine, Chuncheon, Korea.ORCID https://orcid.org/0000-0002-1492-5253

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

Background: Estimating infection risk from SARS-CoV-2 Omicron and post-Omicron sub-variants is challenging due to the high number of unconfirmed infections. We compared breakthrough infection risks among individuals with hybrid, vaccine-only, and infection-only immunity in South Korea, incorporating laboratory-confirmed and serology-inferred infections. Methods: Using nationwide surveillance data (August-December 2022), immunity was classified by vaccination history and spike (S) and nucleocapsid (N) antibody profiles. Outcomes were assessed using two definitions: conservative (laboratory-confirmed cases) and inclusive (serology-inferred infections identified by changes in N-antibody titers). Infection dates for unconfirmed events were imputed via predictive mean matching, enabling Kaplan-Meier analyses. Time-varying Cox models estimated log hazard ratios (log-HRs). Results: Including serology markedly increased four-month cumulative infection risk estimates: hybrid immunity rose from 2% to 20%, infection-only from 4% to 24%, and vaccine-only from 30% to 40%. With these additional infections, the relative advantage of hybrid immunity narrowed. Under the conservative definition, log-HRs declined for vaccine-only vs hybrid (4.10-2.34) and infection-only vs hybrid (1.56-0.31). Under the inclusive definition, the vaccine-only log-HR fell from 3.44 to 0.13, and the infection-only log-HR shifted from 3.31 to -0.56, indicating greater protection for infection-only immunity by month four. Conclusions: Because confirmed cases largely capture symptomatic disease, vaccination appears to provide added protection against severe outcomes, though this benefit wanes within months. The rapid decline of hybrid immunity and the large burden of unconfirmed infections highlight the need for routine serological surveillance to detect silent transmission and timely booster campaigns to mitigate severe disease during Omicron-driven waves.

Identifiers

PMID42221366
PMCPMC13218446

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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.