Prevalence of SARS-CoV-2 in Spain (ENE-COVID): a nationwide, population-based seroepidemiological study

被引:1217
作者
Pollan, Marina [1 ,2 ]
Perez-Gomez, Beatriz [1 ,2 ]
Pastor-Barriuso, Roberto [1 ,2 ]
Oteo, Jesus [3 ,4 ]
Hernan, Miguel A. [8 ,9 ,10 ]
Perez-Olmeda, Mayte [3 ]
Sanmartin, Jose L. [11 ]
Fernandez-Garcia, Aurora [2 ,3 ]
Cruz, Israel [5 ]
Fernandez de Larrea, Nerea [1 ,2 ]
Molina, Marta [12 ]
Rodriguez-Cabrera, Francisco [5 ]
Martin, Mariano [11 ]
Merino-Amador, Paloma [13 ]
Paniagua, Jose Leon [6 ]
Munoz-Montalvo, Juan F. [11 ]
Blanco, Faustino [12 ]
Yotti, Raquel [7 ]
机构
[1] Inst Hlth Carlos III, Natl Ctr Epidemiol, Monforte Lemos 5, Madrid 28029, Spain
[2] Inst Hlth Carlos III, Consortium Biomed Res Epidemiol & Publ Hlth CIBER, Madrid, Spain
[3] Inst Hlth Carlos III, Natl Ctr Microbiol, Madrid, Spain
[4] Inst Hlth Carlos III, Spanish Network Res Infect Dis REIPI, Madrid, Spain
[5] Inst Hlth Carlos III, Natl Sch Publ Hlth, Madrid, Spain
[6] Inst Hlth Carlos III, Gen Secretariat, Madrid, Spain
[7] Inst Hlth Carlos III, Madrid, Spain
[8] Harvard TH Chan Sch Publ Hlth, Dept Epidemiol, Boston, MA USA
[9] Harvard TH Chan Sch Publ Hlth, Dept Biostat, Boston, MA USA
[10] Harvard Mit Div Hlth Sci & Technol, Boston, MA USA
[11] Minist Hlth, Deputy Directorate Informat Technol, Madrid, Spain
[12] Minist Hlth, Gen Secretary Hlth, Madrid, Spain
[13] Hosp Clin San Carlos, Dept Clin Microbiol, Madrid, Spain
关键词
D O I
10.1016/S0140-6736(20)31483-5
中图分类号
R5 [内科学];
学科分类号
1002 ; 100201 ;
摘要
Background Spain is one of the European countries most affected by the COVID-19 pandemic. Serological surveys are a valuable tool to assess the extent of the epidemic, given the existence of asymptomatic cases and little access to diagnostic tests. This nationwide population-based study aims to estimate the seroprevalence of SARS-CoV-2 infection in Spain at national and regional level. Methods 35 883 households were selected from municipal rolls using two-stage random sampling stratified by province and municipality size, with all residents invited to participate. From April 27 to May 11, 2020, 61 075 participants (75.1% of all contacted individuals within selected households) answered a questionnaire on history of symptoms compatible with COVID-19 and risk factors, received a point-of-care antibody test, and, if agreed, donated a blood sample for additional testing with a chemiluminescent microparticle immunoassay. Prevalences of IgG antibodies were adjusted using sampling weights and post-stratification to allow for differences in non-response rates based on age group, sex, and census-tract income. Using results for both tests, we calculated a seroprevalence range maximising either specificity (positive for both tests) or sensitivity (positive for either test). Findings Seroprevalence was 5.0% (95% CI 4.7-5.4) by the point-of-care test and 4.6% (4.3-5.0) by immunoassay, with a specificity-sensitivity range of 3.7% (3.3-4.0; both tests positive) to 6.2% (5.8-6.6; either test positive), with no differences by sex and lower seroprevalence in children younger than 10 years (<3.1% by the point-of-care test). There was substantial geographical variability, with higher prevalence around Madrid (>10%) and lower in coastal areas (<3%). Seroprevalence among 195 participants with positive PCR more than 14 days before the study visit ranged from 87.6% (81.1-92.1; both tests positive) to 91.8% (86.3-95.3; either test positive). In 7273 individuals with anosmia or at least three symptoms, seroprevalence ranged from 15.3% (13.8-16.8) to 19.3% (17.7-21.0). Around a third of seropositive participants were asymptomatic, ranging from 21.9% (19.1-24.9) to 35.8% (33.1-38.5). Only 19.5% (16.3-23.2) of symptomatic participants who were seropositive by both the point-of-care test and immunoassay reported a previous PCR test. Interpretation The majority of the Spanish population is seronegative to SARS-CoV-2 infection, even in hotspot areas. Most PCR-confirmed cases have detectable antibodies, but a substantial proportion of people with symptoms compatible with COVID-19 did not have a PCR test and at least a third of infections determined by serology were asymptomatic. These results emphasise the need for maintaining public health measures to avoid a new epidemic wave. Copyright (C) 2020 Elsevier Ltd. All rights reserved.
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页码:535 / 544
页数:10
相关论文
共 38 条
[1]  
Abellan Garcia A, 2020, ESTIMACION POBLACION
[2]  
Bobrovitz N., 2020, MEDRXIV, DOI 10.1101/2020.05.10.20097451
[3]   Performance Characteristics of the Abbott Architect SARS-CoV-2 IgG Assay and Seroprevalence in Boise, Idaho [J].
Bryan, Andrew ;
Pepper, Gregory ;
Wener, Mark H. ;
Fink, Susan L. ;
Morishima, Chihiro ;
Chaudhary, Anu ;
Jerome, Keith R. ;
Mathias, Patrick C. ;
Greninger, Alexander L. .
JOURNAL OF CLINICAL MICROBIOLOGY, 2020, 58 (08)
[4]   Serology for SARS-CoV-2: Apprehensions, opportunities, and the path forward [J].
Bryant, Juliet E. ;
Azman, Andrew S. ;
Ferrari, Matthew J. ;
Arnold, Benjamin F. ;
Boni, Maciej F. ;
Boum, Yap ;
Hayford, Kyla ;
Luquero, Francisco J. ;
Mina, Michael J. ;
Rodriguez-Barraquer, Isabel ;
Wu, Joseph T. ;
Wade, Djibril ;
Vernet, Guy ;
Leung, Daniel T. .
SCIENCE IMMUNOLOGY, 2020, 5 (47)
[5]   Nasal Gene Expression of Angiotensin-Converting Enzyme 2 in Children and Adults [J].
Bunyavanich, Supinda ;
Do, Anh ;
Vicencio, Alfin .
JAMA-JOURNAL OF THE AMERICAN MEDICAL ASSOCIATION, 2020, 323 (23) :2427-2429
[6]  
Byambasuren Oyungerel, 2020, J Assoc Med Microbiol Infect Dis Can, V5, P223, DOI 10.3138/jammi-2020-0030
[7]  
Centro Nacional de Epidemiologia/Red Nacional de Vigilancia Epidemiologica, 2020, AN CAS COVID 19 PERS
[8]  
Centro Nacional de Epidemiologia/Red Nacional de Vigilancia Epidemiologica, 2020, AN CAS COVID 19 NOT
[9]  
Chen Te-Ching, 2020, Vital Health Stat 2, P1
[10]  
CordonCardo C, 2020, HUMORAL IMMUNE RESPO, DOI DOI 10.1101/2020.04.30.20085613