The challenges of containing SARS-CoV-2 via test-trace-and-isolate

被引:102
作者
Contreras, Sebastian [1 ,2 ]
Dehning, Jonas [1 ]
Loidolt, Matthias [1 ]
Zierenberg, Johannes [1 ]
Spitzner, F. Paul [1 ]
Urrea-Quintero, Jorge H. [1 ]
Mohr, Sebastian B. [1 ]
Wilczek, Michael [1 ,3 ]
Wibral, Michael [4 ]
Priesemann, Viola [1 ,3 ]
机构
[1] Max Planck Inst Dynam & Self Org, Fassberg 17, D-37077 Gottingen, Germany
[2] Univ Chile, Ctr Biotechnol & Bioengn, Beauchef 851, Santiago 8370456, Chile
[3] Univ Gottingen, Inst Dynam Complex Syst, Friedrich Hund Pl 1, D-37077 Gottingen, Germany
[4] Univ Gottingen, Campus Inst Dynam Biol Networks, Hermann Rein Str 3, D-37075 Gottingen, Germany
关键词
COVID-19;
D O I
10.1038/s41467-020-20699-8
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
Without a cure, vaccine, or proven long-term immunity against SARS-CoV-2, test-trace-and-isolate (TTI) strategies present a promising tool to contain its spread. For any TTI strategy, however, mitigation is challenged by pre- and asymptomatic transmission, TTI-avoiders, and undetected spreaders, which strongly contribute to "hidden" infection chains. Here, we study a semi-analytical model and identify two tipping points between controlled and uncontrolled spread: (1) the behavior-driven reproduction number RtH of the hidden chains becomes too large to be compensated by the TTI capabilities, and (2) the number of new infections exceeds the tracing capacity. Both trigger a self-accelerating spread. We investigate how these tipping points depend on challenges like limited cooperation, missing contacts, and imperfect isolation. Our results suggest that TTI alone is insufficient to contain an otherwise unhindered spread of SARS-CoV-2, implying that complementary measures like social distancing and improved hygiene remain necessary. Test, trace, and isolate programmes are central to COVID-19 control. Here, Viola Priesemann and colleagues evaluate how to allocate scarce resources to keep numbers low, and find that if case numbers exceed test, trace and isolate capacity, there will be a self-accelerating spread.
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页数:13
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共 70 条
[1]  
Ahn Y.-Y, 2020, PREPRINT
[2]  
Aleta A., 2020, PREPRINT, DOI [10.1101/2020.05.06.20092841v1, DOI 10.1101/2020.05.06.20092841V1]
[3]   Estimating the distribution of time to extinction of infectious diseases in mean-field approaches [J].
Aliee, Maryam ;
Rock, Kat S. ;
Keeling, Matt J. .
JOURNAL OF THE ROYAL SOCIETY INTERFACE, 2020, 17 (173)
[4]  
Alimohamadi Yousef, 2020, J Prev Med Public Health, V53, P151
[5]  
Althouse BM, 2020, Stochasticity and heterogeneity in the transmission dynamics of SARS-CoV-2, V2005, P13689
[6]  
Alwan NA, 2020, LANCET, V6736, P19
[7]  
an der Heiden M, 2020, Epid Bull, V2020, P10, DOI [DOI 10.25646/6692, DOI 10.25646/669]
[8]  
Barber A, 2020, PREPRINT, DOI [10.1101/2020.07.28.20163535v1, DOI 10.1101/2020.07.28.20163535V1]
[9]   Economic and social consequences of human mobility restrictions under COVID-19 [J].
Bonaccorsi, Giovanni ;
Pierri, Francesco ;
Cinelli, Matteo ;
Flori, Andrea ;
Galeazzi, Alessandro ;
Porcelli, Francesco ;
Schmidt, Ana Lucia ;
Valensise, Carlo Michele ;
Scala, Antonio ;
Quattrociocchi, Walter ;
Pammolli, Fabio .
PROCEEDINGS OF THE NATIONAL ACADEMY OF SCIENCES OF THE UNITED STATES OF AMERICA, 2020, 117 (27) :15530-15535
[10]   Inferring the effectiveness of government interventions against COVID-19 [J].
Brauner, Jan M. ;
Mindermann, Soren ;
Sharma, Mrinank ;
Johnston, David ;
Salvatier, John ;
Gavenciak, Tomas ;
Stephenson, Anna B. ;
Leech, Gavin ;
Altman, George ;
Mikulik, Vladimir ;
Norman, Alexander John ;
Monrad, Joshua Teperowski ;
Besiroglu, Tamay ;
Ge, Hong ;
Hartwick, Meghan A. ;
Teh, Yee Whye ;
Chindelevitch, Leonid ;
Gal, Yarin ;
Kulveit, Jan .
SCIENCE, 2021, 371 (6531) :802-+