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Published in: BMC Medicine 1/2022

Open Access 01-12-2022 | COVID-19 Vaccination | Research article

SARS-CoV-2 infection, vaccination, and antibody response trajectories in adults: a cohort study in Catalonia

Authors: Marianna Karachaliou, Gemma Moncunill, Ana Espinosa, Gemma Castaño-Vinyals, Rocío Rubio, Marta Vidal, Alfons Jiménez, Esther Prados, Anna Carreras, Beatriz Cortés, Natàlia Blay, Marc Bañuls, Vanessa Pleguezuelos, Natalia Rodrigo Melero, Pau Serra, Daniel Parras, Luis Izquierdo, Pere Santamaría, Carlo Carolis, Kyriaki Papantoniou, Ximena Goldberg, Ruth Aguilar, Judith Garcia-Aymerich, Rafael de Cid, Manolis Kogevinas, Carlota Dobaño

Published in: BMC Medicine | Issue 1/2022

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Abstract

Background

Heterogeneity of the population in relation to infection, COVID-19 vaccination, and host characteristics is likely reflected in the underlying SARS-CoV-2 antibody responses.

Methods

We measured IgM, IgA, and IgG levels against SARS-CoV-2 spike and nucleocapsid antigens in 1076 adults of a cohort study in Catalonia between June and November 2020 and a second time between May and July 2021. Questionnaire data and electronic health records on vaccination and COVID-19 testing were available in both periods. Data on several lifestyle, health-related, and sociodemographic characteristics were also available.

Results

Antibody seroreversion occurred in 35.8% of the 64 participants non-vaccinated and infected almost a year ago and was related to asymptomatic infection, age above 60 years, and smoking. Moreover, the analysis on kinetics revealed that among all responses, IgG RBD, IgA RBD, and IgG S2 decreased less within 1 year after infection. Among vaccinated, 2.1% did not present antibodies at the time of testing and approximately 1% had breakthrough infections post-vaccination. In the post-vaccination era, IgM responses and those against nucleoprotein were much less prevalent. In previously infected individuals, vaccination boosted the immune response and there was a slight but statistically significant increase in responses after a 2nd compared to the 1st dose. Infected vaccinated participants had superior antibody levels across time compared to naïve-vaccinated people. mRNA vaccines and, particularly the Spikevax, induced higher antibodies after 1st and 2nd doses compared to Vaxzevria or Janssen COVID-19 vaccines. In multivariable regression analyses, antibody responses after vaccination were predicted by the type of vaccine, infection age, sex, smoking, and mental and cardiovascular diseases.

Conclusions

Our data support that infected people would benefit from vaccination. Results also indicate that hybrid immunity results in superior antibody responses and infection-naïve people would need a booster dose earlier than previously infected people. Mental diseases are associated with less efficient responses to vaccination.
Appendix
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Literature
1.
go back to reference Ward H, Whitaker M, Flower B, Tang SN, Atchison C, Darzi A, et al. Population antibody responses following COVID-19 vaccination in 212,102 individuals. Nat Commun. 2022;13:907.CrossRef Ward H, Whitaker M, Flower B, Tang SN, Atchison C, Darzi A, et al. Population antibody responses following COVID-19 vaccination in 212,102 individuals. Nat Commun. 2022;13:907.CrossRef
2.
go back to reference Moncunill G, Aguilar R, Ribes M, Ortega N, Rubio R, Salmerón G, et al. Determinants of early antibody responses to COVID-19 mRNA vaccines in a cohort of exposed and naïve healthcare workers. EBioMedicine. 2022;75:103805.CrossRef Moncunill G, Aguilar R, Ribes M, Ortega N, Rubio R, Salmerón G, et al. Determinants of early antibody responses to COVID-19 mRNA vaccines in a cohort of exposed and naïve healthcare workers. EBioMedicine. 2022;75:103805.CrossRef
4.
go back to reference Dashdorj NJ, Wirz OF, Röltgen K, Haraguchi E, Buzzanco AS, Sibai M, et al. Direct comparison of antibody responses to four SARS-CoV-2 vaccines in Mongolia. Cell Host Microbe. 2021;29:1738–1743.e4.CrossRef Dashdorj NJ, Wirz OF, Röltgen K, Haraguchi E, Buzzanco AS, Sibai M, et al. Direct comparison of antibody responses to four SARS-CoV-2 vaccines in Mongolia. Cell Host Microbe. 2021;29:1738–1743.e4.CrossRef
5.
go back to reference Ruggiero A, Piubelli C, Calciano L, Accordini S, Valenti MT, Carbonare LD, et al. SARS-CoV-2 vaccination elicits unconventional IgM specific responses in naïve and previously COVID-19-infected individuals. EBioMedicine. 2022;77:103888.CrossRef Ruggiero A, Piubelli C, Calciano L, Accordini S, Valenti MT, Carbonare LD, et al. SARS-CoV-2 vaccination elicits unconventional IgM specific responses in naïve and previously COVID-19-infected individuals. EBioMedicine. 2022;77:103888.CrossRef
6.
go back to reference Sheikh-Mohamed S, Isho B, Chao GYC, Zuo M, Cohen C, Lustig Y, et al. Systemic and mucosal IgA responses are variably induced in response to SARS-CoV-2 mRNA vaccination and are associated with protection against subsequent infection. Mucosal Immunol. 2022. https://doi.org/10.1038/s41385-022-00511-0. Sheikh-Mohamed S, Isho B, Chao GYC, Zuo M, Cohen C, Lustig Y, et al. Systemic and mucosal IgA responses are variably induced in response to SARS-CoV-2 mRNA vaccination and are associated with protection against subsequent infection. Mucosal Immunol. 2022. https://​doi.​org/​10.​1038/​s41385-022-00511-0.
7.
go back to reference Dobaño C, Jiménez A, Rubio R, Alonso S, Ramírez-Morros A, Vidal M, et al. Spike-based COVID-19 immunization increases antibodies to nucleocapsid antigen. Transl Res. 2022;240:26–32.CrossRef Dobaño C, Jiménez A, Rubio R, Alonso S, Ramírez-Morros A, Vidal M, et al. Spike-based COVID-19 immunization increases antibodies to nucleocapsid antigen. Transl Res. 2022;240:26–32.CrossRef
8.
go back to reference Milne G, Hames T, Scotton C, Gent N, Johnsen A, Anderson RM, et al. Does infection with or vaccination against SARS-CoV-2 lead to lasting immunity? Lancet Respir Med. 2021;9:1450–66.CrossRef Milne G, Hames T, Scotton C, Gent N, Johnsen A, Anderson RM, et al. Does infection with or vaccination against SARS-CoV-2 lead to lasting immunity? Lancet Respir Med. 2021;9:1450–66.CrossRef
9.
go back to reference Peng Q, Zhou R, Wang Y, Zhao M, Liu N, Li S, et al. Waning immune responses against SARS-CoV-2 variants of concern among vaccinees in Hong Kong. eBioMedicine. 2022;77:103904.CrossRef Peng Q, Zhou R, Wang Y, Zhao M, Liu N, Li S, et al. Waning immune responses against SARS-CoV-2 variants of concern among vaccinees in Hong Kong. eBioMedicine. 2022;77:103904.CrossRef
10.
go back to reference Bajema KL, Dahl RM, Prill MM, Meites E, Rodriguez-Barradas MC, Marconi VC, et al. Effectiveness of COVID-19 mRNA vaccines against COVID-19-associated hospitalization - five veterans affairs medical centers, United States, February 1-August 6, 2021. MMWR Morb Mortal Wkly Rep. 2021;70:1294–9.CrossRef Bajema KL, Dahl RM, Prill MM, Meites E, Rodriguez-Barradas MC, Marconi VC, et al. Effectiveness of COVID-19 mRNA vaccines against COVID-19-associated hospitalization - five veterans affairs medical centers, United States, February 1-August 6, 2021. MMWR Morb Mortal Wkly Rep. 2021;70:1294–9.CrossRef
11.
go back to reference Karachaliou M, Moncunill G, Espinosa A, Castaño-Vinyals G, Jiménez A, Vidal M, et al. Infection induced SARS-CoV-2 seroprevalence and heterogeneity of antibody responses in a general population cohort study in Catalonia Spain. Sci Rep. 2021;11:21571.CrossRef Karachaliou M, Moncunill G, Espinosa A, Castaño-Vinyals G, Jiménez A, Vidal M, et al. Infection induced SARS-CoV-2 seroprevalence and heterogeneity of antibody responses in a general population cohort study in Catalonia Spain. Sci Rep. 2021;11:21571.CrossRef
12.
go back to reference Ibarrondo FJ, Fulcher JA, Goodman-Meza D, Elliott J, Hofmann C, Hausner MA, et al. Rapid decay of anti-SARS-CoV-2 antibodies in persons with mild Covid-19. N Engl J Med. 2020;383:1085–7.CrossRef Ibarrondo FJ, Fulcher JA, Goodman-Meza D, Elliott J, Hofmann C, Hausner MA, et al. Rapid decay of anti-SARS-CoV-2 antibodies in persons with mild Covid-19. N Engl J Med. 2020;383:1085–7.CrossRef
13.
go back to reference Zimmermann P, Curtis N. Factors that influence the immune response to vaccination. Clin Microbiol Rev. 2019;32:e00084–18.CrossRef Zimmermann P, Curtis N. Factors that influence the immune response to vaccination. Clin Microbiol Rev. 2019;32:e00084–18.CrossRef
14.
go back to reference Obón-Santacana M, Vilardell M, Carreras A, Duran X, Velasco J, Galván-Femenía I, et al. GCAT|Genomes for life: a prospective cohort study of the genomes of Catalonia. BMJ Open. 2018;8:e018324.CrossRef Obón-Santacana M, Vilardell M, Carreras A, Duran X, Velasco J, Galván-Femenía I, et al. GCAT|Genomes for life: a prospective cohort study of the genomes of Catalonia. BMJ Open. 2018;8:e018324.CrossRef
15.
go back to reference Ortega N, Ribes M, Vidal M, Rubio R, Aguilar R, Williams S, et al. Seven-month kinetics of SARS-CoV-2 antibodies and role of pre-existing antibodies to human coronaviruses. Nat Commun. 2021;12:4740.CrossRef Ortega N, Ribes M, Vidal M, Rubio R, Aguilar R, Williams S, et al. Seven-month kinetics of SARS-CoV-2 antibodies and role of pre-existing antibodies to human coronaviruses. Nat Commun. 2021;12:4740.CrossRef
16.
go back to reference Dobaño C, Santano R, Jiménez A, Vidal M, Chi J, Rodrigo Melero N, et al. Immunogenicity and crossreactivity of antibodies to the nucleocapsid protein of SARS-CoV-2: utility and limitations in seroprevalence and immunity studies. Transl Res J Lab Clin Med. 2021. https://doi.org/10.1016/j.trsl.2021.02.006. Dobaño C, Santano R, Jiménez A, Vidal M, Chi J, Rodrigo Melero N, et al. Immunogenicity and crossreactivity of antibodies to the nucleocapsid protein of SARS-CoV-2: utility and limitations in seroprevalence and immunity studies. Transl Res J Lab Clin Med. 2021. https://​doi.​org/​10.​1016/​j.​trsl.​2021.​02.​006.
17.
go back to reference ECDC. Variants of interest and concern in the EU/EEA. ECDC. Variants of interest and concern in the EU/EEA.
18.
go back to reference Dobaño C, Vidal M, Santano R, Jiménez A, Chi J, Barrios D, et al. Highly sensitive and specific multiplex antibody assays to quantify immunoglobulins M, A, and G against SARS-CoV-2 antigens. J Clin Microbiol. 2021;59. Dobaño C, Vidal M, Santano R, Jiménez A, Chi J, Barrios D, et al. Highly sensitive and specific multiplex antibody assays to quantify immunoglobulins M, A, and G against SARS-CoV-2 antigens. J Clin Microbiol. 2021;59.
19.
go back to reference Catalan Ministry of Health. Catalan Ministry of Health Catalan epidemiological surveillance system. Catalan Ministry of Health. Catalan Ministry of Health Catalan epidemiological surveillance system.
20.
go back to reference Gerussi V, Peghin M, Palese A, Bressan V, Visintini E, Bontempo G, et al. Vaccine hesitancy among Italian patients recovered from COVID-19 infection towards influenza and Sars-Cov-2 vaccination. Vaccines. 2021;9:172.CrossRef Gerussi V, Peghin M, Palese A, Bressan V, Visintini E, Bontempo G, et al. Vaccine hesitancy among Italian patients recovered from COVID-19 infection towards influenza and Sars-Cov-2 vaccination. Vaccines. 2021;9:172.CrossRef
21.
go back to reference Nguyen LH, Joshi AD, Drew DA, Merino J, Ma W, Lo C-H, et al. Self-reported COVID-19 vaccine hesitancy and uptake among participants from different racial and ethnic groups in the United States and United Kingdom. Nat Commun. 2022;13:636.CrossRef Nguyen LH, Joshi AD, Drew DA, Merino J, Ma W, Lo C-H, et al. Self-reported COVID-19 vaccine hesitancy and uptake among participants from different racial and ethnic groups in the United States and United Kingdom. Nat Commun. 2022;13:636.CrossRef
22.
go back to reference Marcotte H, Piralla A, Zuo F, Du L, Cassaniti I, Wan H, et al. Immunity to SARS-CoV-2 up to 15 months after infection. iScience. 2022;25:103743.CrossRef Marcotte H, Piralla A, Zuo F, Du L, Cassaniti I, Wan H, et al. Immunity to SARS-CoV-2 up to 15 months after infection. iScience. 2022;25:103743.CrossRef
23.
go back to reference Dobaño C, Ramírez-Morros A, Alonso S, Vidal-Alaball J, Ruiz-Olalla G, Vidal M, et al. Persistence and baseline determinants of seropositivity and reinfection rates in health care workers up to 12.5 months after COVID-19. BMC Med. 2021;19:155.CrossRef Dobaño C, Ramírez-Morros A, Alonso S, Vidal-Alaball J, Ruiz-Olalla G, Vidal M, et al. Persistence and baseline determinants of seropositivity and reinfection rates in health care workers up to 12.5 months after COVID-19. BMC Med. 2021;19:155.CrossRef
24.
go back to reference Faro-Viana J, Bergman M-L, Gonçalves LA, Duarte N, Coutinho TP, Borges PC, et al. Population homogeneity for the antibody response to COVID-19 BNT162b2/Comirnaty vaccine is only reached after the second dose across all adult age ranges. Nat Commun. 2022;13:140.CrossRef Faro-Viana J, Bergman M-L, Gonçalves LA, Duarte N, Coutinho TP, Borges PC, et al. Population homogeneity for the antibody response to COVID-19 BNT162b2/Comirnaty vaccine is only reached after the second dose across all adult age ranges. Nat Commun. 2022;13:140.CrossRef
25.
go back to reference Koerber N, Priller A, Yazici S, Bauer T, Cheng C-C, Mijočević H, et al. Dynamics of spike-and nucleocapsid specific immunity during long-term follow-up and vaccination of SARS-CoV-2 convalescents. Nat Commun. 2022;13:153.CrossRef Koerber N, Priller A, Yazici S, Bauer T, Cheng C-C, Mijočević H, et al. Dynamics of spike-and nucleocapsid specific immunity during long-term follow-up and vaccination of SARS-CoV-2 convalescents. Nat Commun. 2022;13:153.CrossRef
26.
go back to reference Kuodi P, Gorelik Y, Zayyad H, Wertheim O, Wiegler KB, Jabal KA, et al. Association between vaccination status and reported incidence of post-acute COVID-19 symptoms in Israel: a cross-sectional study of patients tested between March 2020 and November 2021. preprint. Epidemiology; 2022. Kuodi P, Gorelik Y, Zayyad H, Wertheim O, Wiegler KB, Jabal KA, et al. Association between vaccination status and reported incidence of post-acute COVID-19 symptoms in Israel: a cross-sectional study of patients tested between March 2020 and November 2021. preprint. Epidemiology; 2022.
27.
go back to reference Thompson EJ, Williams DM, Walker AJ, Mitchell RE, Niedzwiedz CL, Yang TC, et al. Risk factors for long COVID: analyses of 10 longitudinal studies and electronic health records in the UK. preprint. Epidemiology. 2021. Thompson EJ, Williams DM, Walker AJ, Mitchell RE, Niedzwiedz CL, Yang TC, et al. Risk factors for long COVID: analyses of 10 longitudinal studies and electronic health records in the UK. preprint. Epidemiology. 2021.
28.
go back to reference Antonelli M, Penfold RS, Merino J, Sudre CH, Molteni E, Berry S, et al. Risk factors and disease profile of post-vaccination SARS-CoV-2 infection in UK users of the COVID Symptom Study app: a prospective, community-based, nested, case-control study. Lancet Infect Dis. 2022;22:43–55.CrossRef Antonelli M, Penfold RS, Merino J, Sudre CH, Molteni E, Berry S, et al. Risk factors and disease profile of post-vaccination SARS-CoV-2 infection in UK users of the COVID Symptom Study app: a prospective, community-based, nested, case-control study. Lancet Infect Dis. 2022;22:43–55.CrossRef
29.
go back to reference Bates TA, McBride SK, Leier HC, Guzman G, Lyski ZL, Schoen D, et al. Vaccination before or after SARS-CoV-2 infection leads to robust humoral response and antibodies that effectively neutralize variants. Sci Immunol. 2022;7:eabn8014.CrossRef Bates TA, McBride SK, Leier HC, Guzman G, Lyski ZL, Schoen D, et al. Vaccination before or after SARS-CoV-2 infection leads to robust humoral response and antibodies that effectively neutralize variants. Sci Immunol. 2022;7:eabn8014.CrossRef
30.
go back to reference Tsang JS, Dobaño C, VanDamme P, Moncunill G, Marchant A, Othman RB, et al. Improving vaccine-induced immunity: can baseline predict outcome? Trends Immunol. 2020;41:457–65.CrossRef Tsang JS, Dobaño C, VanDamme P, Moncunill G, Marchant A, Othman RB, et al. Improving vaccine-induced immunity: can baseline predict outcome? Trends Immunol. 2020;41:457–65.CrossRef
31.
go back to reference Rotshild V, Hirsh-Raccah B, Miskin I, Muszkat M, Matok I. Comparing the clinical efficacy of COVID-19 vaccines: a systematic review and network meta-analysis. Sci Rep. 2021;11:22777.CrossRef Rotshild V, Hirsh-Raccah B, Miskin I, Muszkat M, Matok I. Comparing the clinical efficacy of COVID-19 vaccines: a systematic review and network meta-analysis. Sci Rep. 2021;11:22777.CrossRef
32.
go back to reference Lafon E, Jäger M, Bauer A, Reindl M, Bellmann-Weiler R, Wilflingseder D, et al. Comparative analyses of IgG/IgA neutralizing effects induced by three COVID-19 vaccines against variants of concern. J Allergy Clin Immunol. 2022;149:1242–1252.e12.CrossRef Lafon E, Jäger M, Bauer A, Reindl M, Bellmann-Weiler R, Wilflingseder D, et al. Comparative analyses of IgG/IgA neutralizing effects induced by three COVID-19 vaccines against variants of concern. J Allergy Clin Immunol. 2022;149:1242–1252.e12.CrossRef
33.
go back to reference Fraussen J. IgM responses following SARS-CoV-2 vaccination: insights into protective and pre-existing immunity. eBioMedicine. 2022;77:103922.CrossRef Fraussen J. IgM responses following SARS-CoV-2 vaccination: insights into protective and pre-existing immunity. eBioMedicine. 2022;77:103922.CrossRef
34.
go back to reference Sterlin D, Mathian A, Miyara M, Mohr A, Anna F, Claër L, et al. IgA dominates the early neutralizing antibody response to SARS-CoV-2. Sci Transl Med. 2021;13:eabd2223.CrossRef Sterlin D, Mathian A, Miyara M, Mohr A, Anna F, Claër L, et al. IgA dominates the early neutralizing antibody response to SARS-CoV-2. Sci Transl Med. 2021;13:eabd2223.CrossRef
35.
go back to reference Munro APS, Janani L, Cornelius V, Aley PK, Babbage G, Baxter D, et al. Safety and immunogenicity of seven COVID-19 vaccines as a third dose (booster) following two doses of ChAdOx1 nCov-19 or BNT162b2 in the UK (COV-BOOST): a blinded, multicentre, randomised, controlled, phase 2 trial. Lancet. 2021;398:2258–76.CrossRef Munro APS, Janani L, Cornelius V, Aley PK, Babbage G, Baxter D, et al. Safety and immunogenicity of seven COVID-19 vaccines as a third dose (booster) following two doses of ChAdOx1 nCov-19 or BNT162b2 in the UK (COV-BOOST): a blinded, multicentre, randomised, controlled, phase 2 trial. Lancet. 2021;398:2258–76.CrossRef
36.
go back to reference Wei J, Stoesser N, Matthews PC, Ayoubkhani D, Studley R, Bell I, et al. Antibody responses to SARS-CoV-2 vaccines in 45,965 adults from the general population of the United Kingdom. Nat Microbiol. 2021;6:1140–9.CrossRef Wei J, Stoesser N, Matthews PC, Ayoubkhani D, Studley R, Bell I, et al. Antibody responses to SARS-CoV-2 vaccines in 45,965 adults from the general population of the United Kingdom. Nat Microbiol. 2021;6:1140–9.CrossRef
37.
go back to reference Collier DA, Ferreira IATM, Kotagiri P, Datir RP, Lim EY, Touizer E, et al. Age-related immune response heterogeneity to SARS-CoV-2 vaccine BNT162b2. Nature. 2021;596:417–22.CrossRef Collier DA, Ferreira IATM, Kotagiri P, Datir RP, Lim EY, Touizer E, et al. Age-related immune response heterogeneity to SARS-CoV-2 vaccine BNT162b2. Nature. 2021;596:417–22.CrossRef
38.
go back to reference Notarte KI, Ver AT, Velasco JV, Pastrana A, Catahay JA, Salvagno GL, et al. Effects of age, sex, serostatus, and underlying comorbidities on humoral response post-SARS-CoV-2 Pfizer-BioNTech mRNA vaccination: a systematic review. Crit Rev Clin Lab Sci. 2022;1–18. Notarte KI, Ver AT, Velasco JV, Pastrana A, Catahay JA, Salvagno GL, et al. Effects of age, sex, serostatus, and underlying comorbidities on humoral response post-SARS-CoV-2 Pfizer-BioNTech mRNA vaccination: a systematic review. Crit Rev Clin Lab Sci. 2022;1–18.
39.
go back to reference Ferrara P, Gianfredi V, Tomaselli V, Polosa R. The effect of smoking on humoral response to COVID-19 vaccines: a systematic review of epidemiological studies. Vaccines. 2022;10:303.CrossRef Ferrara P, Gianfredi V, Tomaselli V, Polosa R. The effect of smoking on humoral response to COVID-19 vaccines: a systematic review of epidemiological studies. Vaccines. 2022;10:303.CrossRef
40.
go back to reference Mazereel V, Van Assche K, Detraux J, De Hert M. COVID-19 vaccination for people with severe mental illness: why, what, and how? Lancet Psychiatry. 2021;8:444–50.CrossRef Mazereel V, Van Assche K, Detraux J, De Hert M. COVID-19 vaccination for people with severe mental illness: why, what, and how? Lancet Psychiatry. 2021;8:444–50.CrossRef
41.
go back to reference Naruse H, Ito H, Izawa H, Sarai M, Ishii J, Sakaguchi E, et al. Immunogenicity of BNT162b2 mRNA COVID-19 vaccine in patients with cardiovascular disease. J Clin Med. 2021;10:5498.CrossRef Naruse H, Ito H, Izawa H, Sarai M, Ishii J, Sakaguchi E, et al. Immunogenicity of BNT162b2 mRNA COVID-19 vaccine in patients with cardiovascular disease. J Clin Med. 2021;10:5498.CrossRef
42.
go back to reference Lee SW, Moon J-Y, Lee S-K, Lee H, Moon S, Chung SJ, et al. Anti-SARS-CoV-2 Spike protein RBD antibody levels after receiving a second dose of ChAdOx1 nCov-19 (AZD1222) vaccine in healthcare workers: lack of association with age, sex, obesity, and adverse reactions. Front Immunol. 2021;12:779212.CrossRef Lee SW, Moon J-Y, Lee S-K, Lee H, Moon S, Chung SJ, et al. Anti-SARS-CoV-2 Spike protein RBD antibody levels after receiving a second dose of ChAdOx1 nCov-19 (AZD1222) vaccine in healthcare workers: lack of association with age, sex, obesity, and adverse reactions. Front Immunol. 2021;12:779212.CrossRef
Metadata
Title
SARS-CoV-2 infection, vaccination, and antibody response trajectories in adults: a cohort study in Catalonia
Authors
Marianna Karachaliou
Gemma Moncunill
Ana Espinosa
Gemma Castaño-Vinyals
Rocío Rubio
Marta Vidal
Alfons Jiménez
Esther Prados
Anna Carreras
Beatriz Cortés
Natàlia Blay
Marc Bañuls
Vanessa Pleguezuelos
Natalia Rodrigo Melero
Pau Serra
Daniel Parras
Luis Izquierdo
Pere Santamaría
Carlo Carolis
Kyriaki Papantoniou
Ximena Goldberg
Ruth Aguilar
Judith Garcia-Aymerich
Rafael de Cid
Manolis Kogevinas
Carlota Dobaño
Publication date
01-12-2022
Publisher
BioMed Central
Published in
BMC Medicine / Issue 1/2022
Electronic ISSN: 1741-7015
DOI
https://doi.org/10.1186/s12916-022-02547-2

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