Assessment of protection against reinfection with SARS-CoV-2 among 4 million PCR-tested individuals in Denmark in 2020: a population-level observational study
Open accessAbstract
Background The degree to which infection with SARS-CoV-2 confers protection towards subsequent reinfection is not well described. In 2020, as part of Denmark's extensive, free-of-charge PCR-testing strategy, approximately 4 million individuals (69% of the population) underwent 10·6 million tests. Using these national PCR-test data from 2020, we estimated protection towards repeat infection with SARS-CoV-2.Methods In this population-level observational study, we collected individual-level data on patients who had been tested in Denmark in 2020 from the Danish Microbiology Database and analysed infection rates during the second surge of the COVID-19 epidemic, from Sept 1 to Dec 31, 2020, by comparison of infection rates between individuals with positive and negative PCR tests during the first surge (March to May, 2020). For the main analysis, we excluded people who tested positive for the first time between the two surges and those who died before the second surge. We did an alternative cohort analysis, in which we compared infection rates throughout the year between those with and without a previous confirmed infection at least 3 months earlier, irrespective of date. We also investigated whether differences were found by age group, sex, and time since infection in the alternative cohort analysis. We calculated rate ratios (RRs) adjusted for potential confounders and estimated protection against repeat infection as 1 - RR.Findings During the first surge (ie, before June, 2020), 533 381 people were tested, of whom 11 727 (2·20%) were PCR positive, and 525 339 were eligible for follow-up in the second surge, of whom 11 068 (2·11%) had tested positive during the first surge. Among eligible PCR-positive individuals from the first surge of the epidemic, 72 (0·65% [95% CI 0·51-0·82]) tested positive again during the second surge compared with 16 819 (3·27% [3·22-3·32]) of 514 271 who tested negative during the first surge (adjusted RR 0·195 [95% CI 0·155-0·246]). Protection against repeat infection was 80·5% (95% CI 75·4-84·5). The alternative cohort analysis gave similar estimates (adjusted RR 0·212 [0·179-0·251], estimated protection 78·8% [74·9-82·1]). In the alternative cohort analysis, among those aged 65 years and older, observed protection against repeat infection was 47·1% (95% CI 24·7-62·8). We found no difference in estimated protection against repeat infection by sex (male 78·4% [72·1-83·2] vs female 79·1% [73·9-83·3]) or evidence of waning protection over time (3-6 months of follow-up 79·3% [74·4-83·3] vs ≥7 months of follow-up 77·7% [70·9-82·9]).Interpretation Our findings could inform decisions on which groups should be vaccinated and advocate for vaccination of previously infected individuals because natural protection, especially among older people, cannot be relied on.Funding None.
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This estimate did not take into account that some individuals could have been infected more than once with ancestral variants.
“This estimate did not take into account that some individuals could have been infected more than once with ancestral variants.31”
From Estimating global, regional, and national daily and cumulative infections with SARS-CoV-2 through Nov 14, 2021: a statistical analysis (2022) · cites this paper as [31]
In Denmark, a study of more than half a million individuals estimated protection of 80.5% for up to 7 months in previously PCR-positive patients, but only 47% in those over 65 years of age.
“This study estimated a protection of 80.5% for up to 7 months in patients who had previously tested positive, although a protection of only 47% was observed in those over 65 years of age.”
From Prospects for durable immune control of SARS-CoV-2 and prevention of reinfection (2021) · cites this paper as [55]
Studies conducted before the emergence of the Omicron variant indicated that convalescent COVID-19 patients are efficiently protected against reinfection and that antibody responses likely play an important role in protection.
“Studies conducted before the emergence of the Omicron variant indicated that convalescent COVID-19 patients are efficiently protected against reinfection and antibody responses likely play an important role in protection”
From The Omicron variant is highly resistant against antibody-mediated neutralization: Implications for control of the COVID-19 pandemic (2022) · cites this paper as Hansen et al., 2021
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Cites
Detection of 2019 novel coronavirus (2019-nCoV) by real-time RT-PCR
Corman, V. M., Landt, O., Kaiser, M., Molenkamp, R., Meijer, A., Chu, D. K. W., Bleicker, T., Brünink, S., Schneider, J. A., Schmidt, M. L., et al. (2020) · Eurosurveillance · doi:10.2807/1560-7917.es.2020.25.3.2000045 · Cited by 7,266 · see citing works
The Danish Civil Registration System as a tool in epidemiology
Schmidt, M., Pedersen, L., & Sørensen, H. T. (2014) · European Journal of Epidemiology · doi:10.1007/s10654-014-9930-3 · Cited by 3,446 · see citing works
Immunological memory to SARS-CoV-2 assessed for up to 8 months after infection.
Dan, J. M., Mateus, J., Kato, Y., Hastie, K. M., Yu, E. D., Faliti, C. E., Grifoni, A., Ramirez, S. I., Haupt, S., Frazier, A., et al. (2021) · Science · doi:10.1126/science.abf4063 · Cited by 2,656 · see citing works
Rydyznski Moderbacher, C., Ramirez, S. I., Dan, J. M., Grifoni, A., Hastie, K. M., Weiskopf, D., Belanger, S., Abbott, R. K., Kim, C., Choi, J., et al. (2020) · Cell · doi:10.1016/j.cell.2020.09.038 · Cited by 1,790 · see citing works
Huang, A. T., Garcia-Carreras, B., Hitchings, M. D. T., Yang, B., Katzelnick, L. C., Rattigan, S. M., Borgert, B. A., Moreno, C. A., Solomon, B. D., Trimmer-Smith, L., et al. (2020) · Nature Communications · doi:10.1038/s41467-020-18450-4 · Cited by 1,026 · see citing works
Antibody Status and Incidence of SARS-CoV-2 Infection in Health Care Workers
Lumley, S. F., O’Donnell, D., Stoesser, N. E., Matthews, P. C., Howarth, A., Hatch, S. B., Marsden, B. D., Cox, S., James, T., Warren, F., et al. (2021) · New England Journal of Medicine · doi:10.1056/nejmoa2034545 · Cited by 940 · see citing works
Genomic evidence for reinfection with SARS-CoV-2: a case study
Tillett, R. L., Sevinsky, J. R., Hartley, P. D., Kerwin, H., Crawford, N. F., Gorzalski, A. J., Laverdure, C., Verma, S. C., Rossetto, C. C., Jackson, D. K., et al. (2020) · The Lancet Infectious Diseases · doi:10.1016/s1473-3099(20)30764-7 · Cited by 755 · see citing works
To, K. K.-W., Hung, I. F.-N., Ip, J. D., Chu, A. W.-H., Chan, W.-M., Tam, A. R., Fong, C. H.-Y., Yuan, S., Tsoi, H.-W., Ng, A. C.-K., et al. (2021) · Clinical Infectious Diseases · doi:10.1093/cid/ciaa1275 · Cited by 746 · see citing works
SARS-CoV-2 immunity: review and applications to phase 3 vaccine candidates
Poland, G., Ovsyannikova, I., & Kennedy, R. (2020) · The Lancet · doi:10.1016/s0140-6736(20)32137-1 · Cited by 540 · see citing works
Duration of Antibody Responses after Severe Acute Respiratory Syndrome
Wu, L.-P., Wang, N.-C., Chang, Y.-H., Tian, X.-Y., Na, D.-Y., Zhang, L.-Y., Zheng, L., Lan, T., Wang, L.-F., & Liang, G.-D. (2007) · Emerging Infectious Diseases · doi:10.3201/eid1310.070576 · Cited by 426 · see citing works
Risk of COVID-19 in health-care workers in Denmark: an observational cohort study
Iversen, K. K., Bundgaard, H., Hasselbalch, R. B., Kristensen, J. H., Nielsen, P. B., Pries‐Heje, M. M., Knudsen, A. D., Christensen, C. E., Fogh, K., Norsk, J. B., et al. (2020) · The Lancet Infectious Diseases · doi:10.1016/s1473-3099(20)30589-2 · Cited by 425 · see citing works
SARS-CoV-2 seroprevalence worldwide: a systematic review and meta-analysis
Rostami, A., Sepidarkish, M., Leeflang, M., Riahi, S. M., Shiadeh, M. N., Esfandyari, S., Mokdad, A. H., Hotez, P. J., & Gasser, R. B. (2020) · Clinical Microbiology and Infection · doi:10.1016/j.cmi.2020.10.020 · Cited by 370 · see citing works
Disappearance of Antibodies to SARS-Associated Coronavirus after Recovery
Cao, W.-C., Liu, W., Zhang, P.-H., Zhang, F., & Richardus, J. H. (2007) · New England Journal of Medicine · doi:10.1056/nejmc070348 · Cited by 367 · see citing works
Galanis, P., Vraka, I. S., Fragkou, D., Bilali, A., & Καϊτελίδου, Δ. (2020) · Journal of Hospital Infection · doi:10.1016/j.jhin.2020.11.008 · Cited by 323 · see citing works
Solana, R., Pawelec, G., & Tarazona, R. (2006) · Immunity · doi:10.1016/j.immuni.2006.05.003 · Cited by 313 · see citing works
Viral Kinetics and Antibody Responses in Patients with COVID-19Preprint
Tan, W., Lu, Y., Zhang, J., Wang, J., Dan, Y., Tan, Z., He, X., Qian, C., Sun, Q., Hu, Q., et al. (2020) · medRxiv · doi:10.1101/2020.03.24.20042382 · Cited by 303 · see citing works
SARS-CoV-2 exposure, symptoms and seroprevalence in healthcare workers in Sweden
Rudberg, A., Havervall, S., Månberg, A., Falk, A. J., Aguilera, K., Ng, H., Gabrielsson, L., Salomonsson, A., Hanke, L., Murrell, B., et al. (2020) · Nature Communications · doi:10.1038/s41467-020-18848-0 · Cited by 289 · see citing works
Emergence of a new SARS-CoV-2 variant in the UK
Tang, J. W.-T., Tambyah, P. A., & Hui, D. S. C. (2020) · Journal of Infection · doi:10.1016/j.jinf.2020.12.024 · Cited by 278 · see citing works
Reilev, M., Kristensen, K. B., Pottegård, A., Lund, L. C., Hallas, J., Ernst, M., Christiansen, C. F., Sørensen, H. T., Johansen, N. B., Brun, N. C., et al. (2020) · International Journal of Epidemiology · doi:10.1093/ije/dyaa140 · Cited by 267 · see citing works
Self-citationAssociation of SARS-CoV-2 Seropositive Antibody Test With Risk of Future Infection
Harvey, R. A., Rassen, J. A., Kabelac, C. A., Turenne, W. M., Leonard, S., Klesh, R., Meyer, W. A., Kaufman, H. W., Anderson, S., Cohen, O. J., et al. (2021) · JAMA Internal Medicine · doi:10.1001/jamainternmed.2021.0366 · Cited by 262 · see citing works
The Danish Microbiology Database (MiBa) 2010 to 2013
Voldstedlund, M., Haarh, M., Mølbak, K., & the MiBa Board of Representatives (2014) · Eurosurveillance · doi:10.2807/1560-7917.es2014.19.1.20667 · Cited by 252 · see citing works
Self-citationMERS-CoV Antibody Responses 1 Year after Symptom Onset, South Korea, 2015
Choe, P. G., Perera, R. A. P. M., Park, W. B., Song, K.-H., Bang, J. H., Kim, E. S., Kim, H. B., Ko, L. W. R., Park, S. W., Kim, N.-J., et al. (2017) · Emerging Infectious Diseases · doi:10.3201/eid2307.170310 · Cited by 227 · see citing works
Persistence of Antibodies against Middle East Respiratory Syndrome Coronavirus
Payne, D. C., Iblan, I., Rha, B., Alqasrawi, S., Haddadin, A., Nsour, M. A., Alsanouri, T., Ali, S. S., Harcourt, J. L., Miao, C., et al. (2016) · Emerging infectious diseases · doi:10.3201/eid2210.160706 · Cited by 201 · see citing works
Abu-Raddad, L. J., Chemaitelly, H., Coyle, P., Malek, J. A., Ahmed, A. A., Mohamoud, Y. A., Younuskunju, S., Ayoub, H. H., Kanaani, Z. A., Kuwari, E. A., et al. (2021) · doi:10.1101/2021.01.15.21249731 · Cited by 201 · see citing works
Gupta, V., Bhoyar, R. C., Jain, A. K., Srivastava, S., Upadhayay, R., Imran, M., Jolly, B., Divakar, M. K., Sharma, D., Sehgal, P., et al. (2020) · Clinical Infectious Diseases · doi:10.1093/cid/ciaa1451 · Cited by 187 · see citing works
Poustchi, H., Darvishian, M., Mohammadi, Z., Shayanrad, A., Delavari, A., Bahadorimonfared, A., Eslami, S., Javanmard, S. H., Shakiba, E., Somi, M. H., et al. (2020) · The Lancet Infectious Diseases · doi:10.1016/s1473-3099(20)30858-6 · Cited by 164 · see citing works
Introduction of the South African SARS-CoV-2 variant 501Y.V2 into the UK
Tang, J. W.-T., Toovey, O. T. R., Harvey, K. N., & Hui, D. S. C. (2021) · Journal of Infection · doi:10.1016/j.jinf.2021.01.007 · Cited by 161 · see citing works
Goronzy, J. J., Li, G., Yu, M., & Weyand, C. M. (2012) · Seminars in Immunology · doi:10.1016/j.smim.2012.04.003 · Cited by 134 · see citing works
Bager, P., Wohlfahrt, J., Fonager, J., Rasmussen, M., Albertsen, M., Michaelsen, T., Møller, C. H., Ethelberg, S., Legarth, R., Button, M. S. F., et al. (2021) · Lancet. Infectious Diseases (Print) · doi:10.1016/s1473-3099(21)00290-5 · Cited by 114 · see citing works
Self-citationHall, V. J., Foulkes, S., Charlett, A., Atti, A., Monk, E., Simmons, R., Wellington, E., Cole, M., Saei, A., Oguti, B., et al. (2021) · medRxiv · doi:10.1101/2021.01.13.21249642 · Cited by 94 · see citing works
Introduction of Brazilian SARS-CoV-2 484K.V2 related variants into the UK
Toovey, O. T. R., Harvey, K. N., Bird, P. W., & Tang, J. W.-T. (2021) · Journal of Infection · doi:10.1016/j.jinf.2021.01.025 · Cited by 74 · see citing works
Lee, J.-S., Kim, S. Y., Kim, T. S., Hong, K. H., Ryoo, N.-H., Lee, J., Park, J. H., Cho, S. I., Kim, M. J., Kim, Y.-G., et al. (2021) · Clinical Infectious Diseases · doi:10.1093/cid/ciaa1421 · Cited by 73 · see citing works
Asymptomatic reinfection in two healthcare workers from India with genetically distinct SARS-CoV-2Preprint
Gupta, V., Bhoyar, R. C., Jain, A. K., Srivastava, S., Upadhayay, R., Imran, M., Jolly, B., Divakar, M. K., Sharma, D., Sehgal, P., et al. (2020) · doi:10.31219/osf.io/4fmrg · Cited by 62 · see citing works
Hall, V. J., Foulkes, S., Charlett, A., Atti, A., Monk, E. J. M., Simmons, R., Wellington, E., Cole, M. J., Saei, A., Oguti, B., et al. (2021) · SSRN Electronic Journal · doi:10.2139/ssrn.3768524 · Cited by 59 · see citing works
Jeffery-Smith, A., Iyanger, N., Williams, S. V., et al. (2021) · Eurosurveillance · doi:10.2807/1560-7917.es.2021.26.5.2100092 · Cited by 54 · see citing works
Association between SARS-CoV-2 Transmissibility, Viral Load, and Age in HouseholdsPreprint
Lyngse, F. P., Mølbak, K., Franck, K. T., et al. (2021) · medRxiv · doi:10.1101/2021.02.28.21252608 · Cited by 48 · see citing works
Self-citationBager, P., Wohlfahrt, J., Fonager, J., et al. (2021) · SSRN Electronic Journal · doi:10.2139/ssrn.3792894 · Cited by 47 · see citing works
Lorentzen, H. F., Schmidt, S. A. J., Sandholdt, H., & Benfield, T. (2020) · PubMed · Cited by 10 · see citing works
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Genomics and epidemiology of the P.1 SARS-CoV-2 lineage in Manaus, Brazil
Faria, N. R., Mellan, T. A., Whittaker, C., Claro, I. M., Candido, D. D. S., Mishra, S., Crispim, M. A. E., Sales, F. C. S., Hawryluk, I., McCrone, J. T., et al. (2021) · Science · doi:10.1126/science.abh2644 · Cited by 1,461 · see citing works
Hoffmann, M., Krüger, N., Schulz, S., Cossmann, A., Rocha, C., Kempf, A., Nehlmeier, I., Graichen, L., Moldenhauer, A.-S., Winkler, M. S., et al. (2022) · Cell · doi:10.1016/j.cell.2021.12.032 · Cited by 889 · see citing works
Protection against SARS-CoV-2 after Covid-19 Vaccination and Previous Infection
Hall, V., Foulkes, S., Insalata, F., Kirwan, P., Saei, A., Atti, A., Wellington, E., Khawam, J., Munro, K., Cole, M., et al. (2022) · New England Journal of Medicine · doi:10.1056/nejmoa2118691 · Cited by 711 · see citing works
Barber, R. M., Sorensen, R. J. D., Pigott, D. M., Bisignano, C., Carter, A., Amlag, J. O., Collins, J. K., Abbafati, C., Adolph, C., Allorant, A., et al. (2022) · The Lancet · doi:10.1016/s0140-6736(22)00484-6 · Cited by 298 · see citing works
Prospects for durable immune control of SARS-CoV-2 and prevention of reinfection
Cromer, D., Juno, J. A., Khoury, D., Reynaldi, A., Wheatley, A. K., Kent, S. J., & Davenport, M. P. (2021) · Nature Reviews Immunology · doi:10.1038/s41577-021-00550-x · Cited by 265 · see citing works
Genomic characterization and Epidemiology of an emerging SARS-CoV-2 variant in Delhi, India
Dhar, M. S., Marwal, R., Radhakrishnan, V., Ponnusamy, K., Jolly, B., Bhoyar, R. C., Sardana, V., Naushin, S., Rophina, M., Mellan, T. A., et al. (2021) · doi:10.1101/2021.06.02.21258076 · Cited by 296 · see citing works
Gazit, S., Shlezinger, R., Perez, G., Lotan, R., Peretz, A., Ben-Tov, A., Herzel, E., Alapi, H., Cohen, D., Muhsen, K., et al. (2022) · Clinical Infectious Diseases · doi:10.1093/cid/ciac262 · Cited by 283 · see citing works
“Apart from the paucity of studies examining long-term protection against reinfection [9, 10], there is a challenge in defining reinfection as opposed to prolonged viral shedding [11].”
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Krammer, F. (2021) · The Lancet · doi:10.1016/s0140-6736(21)00782-0 · Cited by 89 · see citing works
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O Murchu, E., Byrne, P., Carty, P. G., De Gascun, C., Keogan, M., O’Neill, M., Harrington, P., & Ryan, M. (2022) · Reviews in Medical Virology · doi:10.1002/rmv.2260 · Cited by 84 · see citing works
Sun, K., Tempia, S., Kleynhans, J., von Gottberg, A., McMorrow, M. L., Wolter, N., Bhiman, J. N., Moyes, J., du Plessis, M., Carrim, M., et al. (2022) · Science Translational Medicine · doi:10.1126/scitranslmed.abo7081 · Cited by 52 · see citing works
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Gallais, F., Gantner, P., Bruel, T., Velay, A., Planas, D., Wendling, M.-J., Bayer, S., Solis, M., Laugel, E., Reix, N., et al. (2021) · doi:10.1101/2021.05.07.21256823 · Cited by 240 · see citing works
Ayoub, H. H., Tomy, M., Chemaitelly, H., Altarawneh, H. N., Coyle, P., Tang, P., Hasan, M. R., Kanaani, Z. A., Kuwari, E. A., Butt, A. A., et al. (2022) · doi:10.1101/2022.01.02.22268622 · Cited by 41 · see citing works
- Authors
- Hansen, C. H., Michlmayr, D., Gubbels, S. M., Mølbak, K., & Ethelberg, S.
- Affiliations
- Statens Serum Institut (DK)
- Corresponding author
- Ethelberg, Steen
- Venue
- The Lancet
- Publisher
- Elsevier BV
- Published
- 2021-03
- Volume
- 397
- Issue
- 10280
- Pages
- 1204-1212
- ISSN
- 0099-5355 (ISSN-L)
- 0140-6736
- PMC
- PMC7969130
- OpenAlex
- W3137307037
- Cited by
- 586
- References
- 38
- Citations by year
- 2026: 7 · 2025: 20 · 2024: 38 · 2023: 89 · 2022: 217 · 2021: 214 · 2020: 1
- FWCI
- 44.14
- Type
- journal article
- Language
- en
- Open access
- bronze
- doi.org
- Licence
- Locations
- The Lancet (publishedVersion)
- PubMed Central (publishedVersion)
- Research at the University of Copenhagen (University of Copenhagen) (publishedVersion, other-oa)
- PubMed (publishedVersion)
- LSHTM Research Online (London School of Hygiene and Tropical Medicine) (acceptedVersion)
- Funders
- European Centre for Disease Prevention and Control
- Topics
- Health Sciences › Medicine › Infectious Diseases › SARS-CoV-2 and COVID-19 Research
- Physical Sciences › Mathematics › Modeling and Simulation › COVID-19 epidemiological studies
- Health Sciences › Medicine › Infectious Diseases › COVID-19 Clinical Research Studies
- Keywords
- SARS-CoV-2, COVID-19 pandemic, reinfection, seroprevalence, PCR testing, Denmark, time since infection, SARS-CoV-2 antibodies
- MeSH terms
- Reinfection, SARS-CoV-2, COVID-19 Testing, Adolescent, Adult, Aged, Child, Child, Preschool, Denmark, Female, Humans, Infant, Male, Middle Aged, Cohort Studies, Polymerase Chain Reaction, Databases, Factual
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