Insights into household transmission of SARS-CoV-2 from a population-based serological survey

被引:57
作者
Bi, Qifang [1 ,2 ,3 ,5 ]
Lessler, Justin [2 ,3 ,4 ]
Eckerle, Isabella [1 ]
Lauer, Stephen A. [1 ]
Kaiser, Laurent [2 ,3 ,5 ,6 ]
Vuilleumier, Nicolas [6 ,7 ]
Cummings, Derek A. T. [8 ,9 ]
Flahault, Antoine [10 ,11 ,12 ]
Petrovic, Dusan [13 ,14 ,15 ]
Guessous, Idris [11 ,13 ]
Stringhini, Silvia [11 ,13 ,14 ]
Azman, Andrew S. [1 ,12 ,13 ]
机构
[1] Johns Hopkins Bloomberg Sch Publ Hlth, Dept Epidemiol, Baltimore, MD 21205 USA
[2] Geneva Univ Hosp, Geneva Ctr Emerging Viral Dis, Geneva, Switzerland
[3] Geneva Univ Hosp, Virol Lab, Geneva, Switzerland
[4] Univ Geneva, Dept Microbiol & Mol Med, Fac Med, Geneva, Switzerland
[5] Geneva Univ Hosp, Div Infect Dis, Geneva, Switzerland
[6] Univ Geneva, Dept Med, Fac Med, Geneva, Switzerland
[7] Geneva Univ Hosp, Div Lab Med, Geneva, Switzerland
[8] Univ Florida, Dept Biol, Gainesville, FL USA
[9] Univ Florida, Emerging Pathogens Inst, Gainesville, FL USA
[10] Geneva Univ Hosp, Div Trop & Humanitarian Med, Geneva, Switzerland
[11] Univ Geneva, Fac Med, Dept Hlth & Community Med, Geneva, Switzerland
[12] Univ Geneva, Fac Med, Inst Global Hlth, Geneva, Switzerland
[13] Geneva Univ Hosp, Div Primary Care Med, Geneva, Switzerland
[14] Univ Lausanne, Univ Ctr Gen Med & Publ Hlth, Lausanne, Switzerland
[15] Imperial Coll London, Ctr Environm & Hlth, Sch Publ Hlth, Dept Epidemiol & Biostat, London, England
关键词
ANTIBODIES;
D O I
10.1038/s41467-021-23733-5
中图分类号
O [数理科学和化学]; P [天文学、地球科学]; Q [生物科学]; N [自然科学总论];
学科分类号
07 ; 0710 ; 09 ;
摘要
Understanding the risk of infection from household- and community-exposures and the transmissibility of asymptomatic infections is critical to SARS-CoV-2 control. Limited previous evidence is based primarily on virologic testing, which disproportionately misses mild and asymptomatic infections. Serologic measures are more likely to capture all previously infected individuals. We apply household transmission models to data from a cross-sectional, household-based population serosurvey of 4,534 people >= 5 years from 2,267 households enrolled April-June 2020 in Geneva, Switzerland. We found that the risk of infection from exposure to a single infected household member aged >= 5 years (17.3%,13.7-21.7) was more than three-times that of extra-household exposures over the first pandemic wave (5.1%,4.5-5.8). Young children had a lower risk of infection from household members. Working-age adults had the highest extra-household infection risk. Seropositive asymptomatic household members had 69.4% lower odds (95%CrI,31.8-88.8%) of infecting another household member compared to those reporting symptoms, accounting for 14.5% (95%CrI, 7.2-22.7%) of all household infections. Household-based studies can provide insights into SARS-CoV-2 transmission. Here, the authors fit transmission models to serological data from Geneva, Switzerland, and estimate that the risk of infection from single household exposure (17.3%) was higher than for extra-household exposure (5.1%).
引用
收藏
页数:8
相关论文
共 31 条
[1]   Stan: A Probabilistic Programming Language [J].
Carpenter, Bob ;
Gelman, Andrew ;
Hoffman, Matthew D. ;
Lee, Daniel ;
Goodrich, Ben ;
Betancourt, Michael ;
Brubaker, Marcus A. ;
Guo, Jiqiang ;
Li, Peter ;
Riddell, Allen .
JOURNAL OF STATISTICAL SOFTWARE, 2017, 76 (01) :1-29
[2]   The role of children in the spread of COVID-19: Using household data from Bnei Brak, Israel, to estimate the relative susceptibility and infectivity of children [J].
Dattner, Itai ;
Goldberg, Yair ;
Katriel, Guy ;
Yaari, Rami ;
Gal, Nurit ;
Miron, Yoav ;
Ziv, Arnona ;
Sheffer, Rivka ;
Hamo, Yoram ;
Huppert, Amit .
PLOS COMPUTATIONAL BIOLOGY, 2021, 17 (02)
[3]   Age-dependent effects in the transmission and control of COVID-19 epidemics [J].
Davies, Nicholas G. ;
Klepac, Petra ;
Liu, Yang ;
Prem, Kiesha ;
Jit, Mark ;
Eggo, Rosalind M. .
NATURE MEDICINE, 2020, 26 (08) :1205-+
[4]   The role of schools and school-aged children in SARS-CoV-2 transmission [J].
Flasche, Stefan ;
Edmunds, W. John .
LANCET INFECTIOUS DISEASES, 2021, 21 (03) :298-299
[5]   Influenza Transmission in Households During the 1918 Pandemic [J].
Fraser, Christophe ;
Cummings, Derek A. T. ;
Klinkenberg, Don ;
Burke, Donald S. ;
Ferguson, Neil M. .
AMERICAN JOURNAL OF EPIDEMIOLOGY, 2011, 174 (05) :505-514
[6]  
Fung, CLIN INFECT DIS, DOI [10.1093/cid/ciaa1558(2020, DOI 10.1093/CID/CIAA1558(2020]
[7]  
Gelman A., 1992, STAT SCI, V7, P457, DOI [10.1214/ss/1177011136, DOI 10.1214/SS/1177011136, DOI 10.1214/SS/1177011136.FULL]
[8]  
Goldstein E, 2021, J INFECT DIS, V223, P362, DOI [10.1093/infdis/jiaa691, 10.1101/2020.07.19.20157362]
[9]   Persistence and decay of human antibody responses to the receptor binding domain of SARS-CoV-2 spike protein in COVID-19 patients [J].
Iyer, Anita S. ;
Jones, Forrest K. ;
Nodoushani, Ariana ;
Kelly, Meagan ;
Becker, Margaret ;
Slater, Damien ;
Mills, Rachel ;
Teng, Erica ;
Kamruzzaman, Mohammad ;
Garcia-Beltran, Wilfredo F. ;
Astudillo, Michael ;
Yang, Diane ;
Miller, Tyler E. ;
Oliver, Elizabeth ;
Fischinger, Stephanie ;
Atyeo, Caroline ;
Iafrate, A. John ;
Calderwood, Stephen B. ;
Lauer, Stephen A. ;
Yu, Jingyou ;
Li, Zhenfeng ;
Feldman, Jared ;
Hauser, Blake M. ;
Caradonna, Timothy M. ;
Branda, John A. ;
Turbett, Sarah E. ;
Larocque, Regina C. ;
Mellon, Guillaume ;
Barouch, Dan H. ;
Schmidt, Aaron G. ;
Azman, Andrew S. ;
Alter, Galit ;
Ryan, Edward T. ;
Harris, Jason B. ;
Charles, Richelle C. .
SCIENCE IMMUNOLOGY, 2020, 5 (52)
[10]   Evaluation of commercial and automated SARS-CoV-2 IgG and IgA ELISAs using coronavirus disease (COVID-19) patient samples [J].
Jaaskelainen, Anne J. ;
Kekalainen, Eliisa ;
Kallio-Kokko, Hannimari ;
Mannonen, Laura ;
Kortela, Elisa ;
Vapalahti, Olli ;
Kurkela, Satu ;
Lappalainen, Maija .
EUROSURVEILLANCE, 2020, 25 (18) :11-18