ArticleThe Lancet. Infectious diseases2023
Protective immunity of SARS-CoV-2 infection and vaccines against medically attended symptomatic omicron BA.4, BA.5, and XBB reinfections in Singapore: a national cohort study.
Article in The Lancet. Infectious diseases, 2023. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 50 papers, 2 of them syntheses that pooled it.
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Who cites it
50 citing papers in PubMed, 2 syntheses or guidelines pooled it, 77 citations in OpenAlex.
- Severity of COVID-19 Omicron Variants: A Global Systematic Review.Infectious diseases and therapy · 2026Pooled it
- Meta-analysis of hybrid immunity to mitigate the risk of Omicron variant reinfection.Frontiers in public health · 2024Pooled it
- Improving Assessment of Vaccine Effectiveness by Coupling Test-negative Design Studies with Survival Models.Epidemiology (Cambridge, Mass.) · 2026Article
- Improving Assessment of Vaccine Effectiveness by Coupling Test-Negative Design Studies with Survival Models.medRxiv : the preprint server for health sciences · 2026Article
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- Mask wearing by COVID-19 index cases reduces SARS-CoV-2 transmission to household contacts.Epidemiology and infection · 2025Article
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- Broad neutralizing antibody response of a monomeric spike-based SARS-CoV-2 bivalent vaccine against diverse variants.Proceedings of the National Academy of Sciences of the United States of America · 2025Article
- Worldwide SARS-CoV-2 Omicron variant infection: Emerging sub-variants and future vaccination perspectives.Journal of the Formosan Medical Association = Taiwan yi zhi · 2025Review
- A live attenuated SARS-CoV-2 vaccine constructed by dual inactivation of NSP16 and ORF3a.EBioMedicine · 2025Article
- A data science pipeline applied to Australia's 2022 COVID-19 Omicron waves.Infectious Disease Modelling · 2025Article
- Reduced response to SARS-CoV-2 vaccination is associated with impaired immunoglobulin class switch recombination in SLE patients.Clinical and experimental immunology · 2025Article
- Distinct characteristics of T cell receptor repertoire associated with the SARS-CoV-2 reinfection.Frontiers in immunology · 2025Article
- The relationship between the timing of lung surgery and postoperative pulmonary complications in patients after SARS-CoV-2 infection: a prospective cohort study.Frontiers in medicine · 2025Article
- Article
- Effect of wild-type vaccine doses on BA.5 hybrid immunity, disease severity, and XBB reinfection risk.Journal of virology · 2024Article
- Antigenic Imprinting Dominates Humoral Responses to New Variants of SARS-CoV-2 in a Hamster Model of COVID-19.Microorganisms · 2024Article
- Risk of reinfection and severity with the predominant BA.5 Omicron subvariant China, from December 2022 to January 2023.Emerging microbes & infections · 2024Article
- Maternal Preconception COVID-19 Vaccination and Its Protective Effect on Infants after a Breakthrough Infection during Pregnancy.Vaccines · 2024Article
- Immunogenicity of a third dose with mRNA-vaccines in the ChAdOx1-S/BNT162b2 vaccination regimen against SARS-CoV-2 variants.iScience · 2024Article
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Authors and funding
7 authors at 2 institutions in 1 country.
Funding
No grant is acknowledged in the PubMed record.
Abstract
backgroundDespite a large proportion of the population having been vaccinated and infected, Singapore had SARS-CoV-2 waves driven by the BA.5 and XBB sublineages of the omicron (B.1.1.529) variant. Data on the protective immunity against medically attended, symptomatic reinfections with omicron BA.4, BA.5, and XBB conferred by previous SARS-CoV-2 infections and vaccinations are scarce. We therefore aimed to derive information from Singapore's experience as one of the first countries with an XBB-driven wave.
methodsFor this retrospective national cohort study, we used information from official databases of the Ministry of Health of Singapore to assess hybrid immunity (obtained from previous infection and vaccination) against medically attended, symptomatic BA.4 and BA.5 reinfections from Oct 1, 2022, to Nov 1, 2022, and medically attended, symptomatic XBB reinfections from Oct 18, 2022, to Nov 1, 2022, among Singapore citizens and permanent residents aged at least 18 years. All individuals with acute respiratory symptoms who presented at any health-care facility in Singapore between the stated dates were tested for SARS-CoV-2. Individuals were grouped into SARS-CoV-2-naive, pre-omicron, omicron BA.1, and omicron BA.2 groups according to their previous infection status. Data were also stratified by time from first infection to analyse the waning of immunity. Incidence rate ratios (IRRs) were measured by generalised linear Poisson regressions, with SARS-CoV-2-naive individuals as the reference group, and protective immunity was calculated as one minus the risk ratio multiplied by 100.
findings2 456 791 individuals were included in the study, contributing 53·1 million person-days of observation for the SARS-CoV-2-naive group, 3·4 million person-days for the pre-omicron group, 6·6 million person-days for the BA.1 group, and 13·7 million person-days for the BA.2 group between Oct 1, 2022, and Nov 1, 2022. Compared with SARS-CoV-2-naive individuals, first infections with pre-omicron variants did not confer protection against reinfection with BA.4 or BA.5 (IRR 0·87 [95% CI 0·73-1·05] for pre-omicron infection with booster vaccination) or XBB (IRR 1·29 [1·23-1·35] for pre-omicron infection with booster vaccination). Previous BA.2 infection with booster provided the greatest protection against reinfection, but this was lower against reinfection with XBB (protective immunity 51%; 95% CI 49-53) than against reinfection with BA.4 or BA.5 (78%; 74-82). Protection conferred by previous BA.2 infection against XBB reinfection waned faster over time from first infection (from 74% [72-75] at 3-6 months to 49% [47-52] at 7-8 months) than protection against BA.4 or BA.5 reinfection (from 87% [82-90] at 3-6 months to 74% [66-80] at 7-8 months).
interpretationProtection against XBB reinfection conferred by a previous omicron infection with vaccination was lower and waned faster than protection against BA.4 or BA.5 reinfection, which is indicative of the greater immune evasiveness of the XBB sublineage. Although severe COVID-19 is uncommon, populations remain vulnerable to future reinfection waves from emerging SARS-CoV-2 variants despite high rates of vaccination and infection, as reflected by substantially higher reinfection rates during Singapore's XBB wave than during the previous BA.5-driven wave. Policy makers could consider emerging public health interventions, such as omicron-adapted bivalent vaccines, to maintain population immunity against COVID-19.
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