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Seroprevalence of SARS-CoV-2 Among Adults in Three Regions of France Following the Lockdown and Associated Risk Factors: A Multicohort Study

40 Pages Posted: 23 Oct 2020

See all articles by Fabrice Carrat

Fabrice Carrat

Sorbonne University - Institut Pierre Louis d'Épidémiologie et de Santé Publique IPLESP

Xavier de Lamballerie

Aix Marseille Université - Emerging Viruses Unit

Delphine Rahib

Santé Publique France

Hélène Blanché

Fondation Jean Dausset-CEPH (Centre d’Etude du Polymorphisme Humain)

Nathanael Lapidus

Sorbonne University - Institut Pierre Louis d'Épidémiologie et de Santé Publique IPLESP

Fanny Artaud

University of Paris-Saclay - CESP

Sofiane Kab

Université de Versailles Saint-Quentin

Adeline Renuy

Université de Versailles Saint-Quentin

Fabien Szabo de Edelenyi

Sorbonne Paris Nord University - Epidemiology and Statistics Research Center – University of Paris (CRESS)

Laurence Meyer

University of Paris-Saclay - Le Kremlin Bicêtre

Nathalie Lydié

Santé Publique France

Marie-Aline Charles

French National Institute of Health and Medical Research (INSERM); University of Paris - Centre for Research in Epidemiology and Statistics (CRESS)

Pierre-Yves Ancel

Center for Research in Epidemiology and Statistics Sorbonne Paris Cité (CRESS- UMR 1153)

Florence Jusot

Université Paris-Dauphine - LEDa

Alexandra Rouquette

University of Paris-Saclay - Le Kremlin Bicêtre

Stéphane Priet

Sorbonne Université - Unité des Virus Emergents

Paola Mariela Saba Villarroel

Sorbonne Université - Unité des Virus Emergents

Toscane Fourié

Sorbonne Université - Unité des Virus Emergents

Clovis Lusivika-Nzinga

Sorbonne University - Institut Pierre Louis d'Épidémiologie et de Santé Publique IPLESP

Jerome Nicol

Sorbonne University - Institut Pierre Louis d'Épidémiologie et de Santé Publique IPLESP

Stephane Legot

University of Paris

Nathalie Druesne-Pecollo

Sorbonne Paris Nord University - Epidemiology and Statistics Research Center – University of Paris (CRESS)

Younes Esseddik

Sorbonne Paris Nord University - Epidemiology and Statistics Research Center – University of Paris (CRESS)

Cindy Lai

Institut de santé publique - Institut national de la santé et de la recherche médicale

Jean-Marie Gagliolo

Inserm - institut thématique santé publique

Jean-François Deleuze

Centre National de Recherche en Génomique Humaine; Fondation Jean Dausset-CEPH (Centre d’Etude du Polymorphisme Humain)

Nathalie Bajos

French National Institute of Health and Medical Research (INSERM)

Gianluca Severi

University of Paris-Saclay - Centre de Recherche en Épidémiologie et Santé des Populations (CESP)

Mathilde Touvier

Sorbonne Paris Nord University - Inserm U1153, Inrae U1125, Cnam, Nutritional Epidemiology Research Team (EREN)

Marie Zins

Population-based Epidemiological Cohorts Unit, INSERM UMS 11

SAPRIS and SAPRIS-SERO Study Groups

Independent

More...

Abstract

Background: To estimate the seroprevalence of SARS-CoV-2 infection in May-June 2020 after the lockdown in adults living in three regions in France and to identify the associated risk factors.

Methods: Participants in a survey on COVID-19 from an existing consortia of three general adult population cohorts living in the Ile-de-France (IDF) or Grand Est (GE) - two regions with high rate of COVID-19, or in the Nouvelle-Aquitaine (NA) – with a low rate, were asked to take a dried-blood spot (DBS) for anti-SARS-CoV-2 antibodies.The primary outcome was a positive anti-SARS-CoV-2 ELISA IgG result against the spike protein of the virus (ELISA-S). The secondary outcomes were a positive ELISA IgG against the nucleocapsid protein (ELISA-NP), anti-SARS-CoV-2 neutralizing antibodies titers ≥40 (SN), and predicted positivity obtained from a multiple imputation model (MI). Prevalence estimates were adjusted using sampling weights and post-stratification methods.

Findings: Between May 4, 2020 and June 23, 2020, 16,000 participants were asked to provide DBS, and 14,628 were included in the analysis, 983 with a positive ELISA-S, 511 with a positive ELISA-NP, 424 with SN≥40 and 941±31 with a positive MI. Adjusted estimates of seroprevalence (positive ELISA-S) were 10.0% (95%CI 9.1%;10.9%) in IDF, 9.0% (95%CI 7.7%; 10.2%) in GE and 3.1% (95%CI 2.4%; 3.7%), in NA. The adjusted prevalence of positive ELISA-NP, SN and MI were 5.7%, 5.0% and 10.0% in IDF, 6.0%, 4.3% and 8.6% in GE, and 0.6%, 1.3% and 2.5% in NA, respectively. A higher seroprevalence was observed in younger participants and when at least one child or adolescent lived in the same household. A lower seroprevalence was observed in smokers compared to non-smokers.

Interpretation: At the end of the lockdown the prevalence of anti-SARS-CoV-2 IgG or neutralizing antibodies remained low in the French adult population, even in regions with high reported rates of COVID-19.

Funding Statement: ANR (Agence Nationale de la Recherche, #ANR-20-COVI-000, #ANR-10-COHO-06), Fondation pour la Recherche Médicale (#20RR052-00), Inserm (Institut National de la Santé et de la Recherche Médicale, #C20-26). Additional cohort funding is listed in the manuscript.

Declaration of Interests: Prof Fabrice Carrat reports grants from INSERM-ANRS, during the conduct of the study; personal fees from Imaxio, outside the submitted work. Mathilde Touvier, Prof Gianluca Severi, Prof Laurence Meyer, Prof Florence Jusot, Nathanael Lapidus, Delphine Rahib, Nathalie Lydié, Hélène Blanché, Jean-François Deleuze, Marie-Aline Charles, Prof Pierre-Yves Ancel, Alexandra Rouquette, Claude Martin, Prof Xavier de Lamballerie, Prof Marie Zins, Nathalie Bajos declare no competing interest. The remaining authors have no competing interest to declare.

Ethics Approval Statement: Ethical approval and written or electronic informed consent were obtained from each participant before enrolment in the original cohort. The SAPRIS survey was approved by the Inserm ethics committee (approval #20-672 dated March 30, 2020). The SAPRIS-SERO study was approved by the Sud-Mediterranée III ethics committee (approval #20.04.22.74247) and electronic informed consent was obtained from all participants for DBS testing.

Keywords: SARS-CoV-2, COVID-19, general population, cohort, seroprevalence, risk factors

Suggested Citation

Carrat, Fabrice and de Lamballerie, Xavier and Rahib, Delphine and Blanché, Hélène and Lapidus, Nathanael and Artaud, Fanny and Kab, Sofiane and Renuy, Adeline and de Edelenyi, Fabien Szabo and Meyer, Laurence and Lydié, Nathalie and Charles, Marie-Aline and Ancel, Pierre-Yves and Jusot, Florence and Rouquette, Alexandra and Priet, Stéphane and Villarroel, Paola Mariela Saba and Fourié, Toscane and Lusivika-Nzinga, Clovis and Nicol, Jerome and Legot, Stephane and Druesne-Pecollo, Nathalie and Esseddik, Younes and Lai, Cindy and Gagliolo, Jean-Marie and Deleuze, Jean-François and Bajos, Nathalie and Severi, Gianluca and Touvier, Mathilde and Zins, Marie and Groups, SAPRIS and SAPRIS-SERO Study, Seroprevalence of SARS-CoV-2 Among Adults in Three Regions of France Following the Lockdown and Associated Risk Factors: A Multicohort Study. Available at SSRN: https://ssrn.com/abstract=3696820 or http://dx.doi.org/10.2139/ssrn.3696820

Fabrice Carrat (Contact Author)

Sorbonne University - Institut Pierre Louis d'Épidémiologie et de Santé Publique IPLESP ( email )

France

Xavier De Lamballerie

Aix Marseille Université - Emerging Viruses Unit ( email )

Marseille
France

Delphine Rahib

Santé Publique France ( email )

France

Hélène Blanché

Fondation Jean Dausset-CEPH (Centre d’Etude du Polymorphisme Humain) ( email )

Paris
France

Nathanael Lapidus

Sorbonne University - Institut Pierre Louis d'Épidémiologie et de Santé Publique IPLESP ( email )

France

Fanny Artaud

University of Paris-Saclay - CESP ( email )

55 Avenue de Paris
Versailles, 78000
France

Sofiane Kab

Université de Versailles Saint-Quentin ( email )

Adeline Renuy

Université de Versailles Saint-Quentin ( email )

Fabien Szabo De Edelenyi

Sorbonne Paris Nord University - Epidemiology and Statistics Research Center – University of Paris (CRESS) ( email )

Avenue Jean Baptiste Clement
Villetaneuse, Seine Saint Denis 93430
France

Laurence Meyer

University of Paris-Saclay - Le Kremlin Bicêtre

55 Avenue de Paris
Versailles, 78000
France

Nathalie Lydié

Santé Publique France ( email )

France

Marie-Aline Charles

French National Institute of Health and Medical Research (INSERM) ( email )

University of Paris - Centre for Research in Epidemiology and Statistics (CRESS) ( email )

Pierre-Yves Ancel

Center for Research in Epidemiology and Statistics Sorbonne Paris Cité (CRESS- UMR 1153)

1 Place du Parvis Notre Dame
Paris, 75006
France

Florence Jusot

Université Paris-Dauphine - LEDa

Place du Maréchal de Lattre de Tassigny
Paris, 75016
France

Alexandra Rouquette

University of Paris-Saclay - Le Kremlin Bicêtre ( email )

55 Avenue de Paris
Versailles, 78000
France

Stéphane Priet

Sorbonne Université - Unité des Virus Emergents ( email )

UFR 927, 4 Place Jussieu
Paris, PA F-75252
France

Paola Mariela Saba Villarroel

Sorbonne Université - Unité des Virus Emergents ( email )

UFR 927, 4 Place Jussieu
Paris, PA F-75252
France

Toscane Fourié

Sorbonne Université - Unité des Virus Emergents ( email )

UFR 927, 4 Place Jussieu
Paris, PA F-75252
France

Clovis Lusivika-Nzinga

Sorbonne University - Institut Pierre Louis d'Épidémiologie et de Santé Publique IPLESP ( email )

France

Jerome Nicol

Sorbonne University - Institut Pierre Louis d'Épidémiologie et de Santé Publique IPLESP ( email )

France

Stephane Legot

University of Paris ( email )

Paris
France

Nathalie Druesne-Pecollo

Sorbonne Paris Nord University - Epidemiology and Statistics Research Center – University of Paris (CRESS) ( email )

Avenue Jean Baptiste Clement
Villetaneuse, Seine Saint Denis 93430
France

Younes Esseddik

Sorbonne Paris Nord University - Epidemiology and Statistics Research Center – University of Paris (CRESS) ( email )

Avenue Jean Baptiste Clement
Villetaneuse, Seine Saint Denis 93430
France

Cindy Lai

Institut de santé publique - Institut national de la santé et de la recherche médicale ( email )

United States

Jean-Marie Gagliolo

Inserm - institut thématique santé publique ( email )

United States

Jean-François Deleuze

Centre National de Recherche en Génomique Humaine ( email )

Fondation Jean Dausset-CEPH (Centre d’Etude du Polymorphisme Humain) ( email )

Paris
France

Nathalie Bajos

French National Institute of Health and Medical Research (INSERM) ( email )

France

Gianluca Severi

University of Paris-Saclay - Centre de Recherche en Épidémiologie et Santé des Populations (CESP) ( email )

France

Mathilde Touvier

Sorbonne Paris Nord University - Inserm U1153, Inrae U1125, Cnam, Nutritional Epidemiology Research Team (EREN) ( email )

Bobigny
France

Marie Zins

Population-based Epidemiological Cohorts Unit, INSERM UMS 11

United States

Sapris And Sapris-Sero Study Groups

Independent

United States

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