COVID-19;
Compartmental models;
SEIR;
SIR;
Offspring distribution for SARS-CoV-2;
TRANSMISSION;
D O I:
10.1016/j.idm.2022.10.003
中图分类号:
Q [生物科学];
学科分类号:
07 ;
0710 ;
09 ;
摘要:
In stochastic modeling of infectious diseases, it has been established that variations in infectivity affect the probability of a major outbreak, but not the shape of the curves during a major outbreak, which is predicted by deterministic models (Diekmann et al., 2012). However, such conclusions are derived under idealized assumptions such as the popula-tion size tending to infinity, and the individual degree of infectivity only depending on variations in the infectiousness period. In this paper we show that the same conclusions hold true in a finite population representing a medium size city, where the degree of infectivity is determined by the offspring distribution, which we try to make as realistic as possible for SARS-CoV-2. In particular, we consider distributions with fat tails, to incor-porate the existence of super-spreaders. We also provide new theoretical results on convergence of stochastic models which allows to incorporate any offspring distribution with a finite variance. (c) 2022 The Authors. Publishing services by Elsevier B.V. on behalf of KeAi Communications Co. Ltd. This is an open access article under the CC BY-NC-ND license (http://creativecommons.org/licenses/by-nc-nd/4.0/).
机构:
Univ Hong Kong, Li Ka Shing Fac Med, Sch Publ Hlth, WHO Collaborating Ctr Infect Dis Epidemiol & Cont, Hong Kong, Peoples R China
Univ New South Wales, Kirby Inst, Biosecur Program, Sydney, NSW, AustraliaUniv Hong Kong, Li Ka Shing Fac Med, Sch Publ Hlth, WHO Collaborating Ctr Infect Dis Epidemiol & Cont, Hong Kong, Peoples R China
Adam, Dillon C.
Wu, Peng
论文数: 0引用数: 0
h-index: 0
机构:
Univ Hong Kong, Li Ka Shing Fac Med, Sch Publ Hlth, WHO Collaborating Ctr Infect Dis Epidemiol & Cont, Hong Kong, Peoples R ChinaUniv Hong Kong, Li Ka Shing Fac Med, Sch Publ Hlth, WHO Collaborating Ctr Infect Dis Epidemiol & Cont, Hong Kong, Peoples R China
Wu, Peng
Wong, Jessica Y.
论文数: 0引用数: 0
h-index: 0
机构:
Univ Hong Kong, Li Ka Shing Fac Med, Sch Publ Hlth, WHO Collaborating Ctr Infect Dis Epidemiol & Cont, Hong Kong, Peoples R ChinaUniv Hong Kong, Li Ka Shing Fac Med, Sch Publ Hlth, WHO Collaborating Ctr Infect Dis Epidemiol & Cont, Hong Kong, Peoples R China
Wong, Jessica Y.
Lau, Eric H. Y.
论文数: 0引用数: 0
h-index: 0
机构:
Univ Hong Kong, Li Ka Shing Fac Med, Sch Publ Hlth, WHO Collaborating Ctr Infect Dis Epidemiol & Cont, Hong Kong, Peoples R ChinaUniv Hong Kong, Li Ka Shing Fac Med, Sch Publ Hlth, WHO Collaborating Ctr Infect Dis Epidemiol & Cont, Hong Kong, Peoples R China
Lau, Eric H. Y.
Tsang, Tim K.
论文数: 0引用数: 0
h-index: 0
机构:
Univ Hong Kong, Li Ka Shing Fac Med, Sch Publ Hlth, WHO Collaborating Ctr Infect Dis Epidemiol & Cont, Hong Kong, Peoples R ChinaUniv Hong Kong, Li Ka Shing Fac Med, Sch Publ Hlth, WHO Collaborating Ctr Infect Dis Epidemiol & Cont, Hong Kong, Peoples R China
Tsang, Tim K.
Cauchemez, Simon
论文数: 0引用数: 0
h-index: 0
机构:
Inst Pasteur, Math Modelling Infect Dis Unit, Paris, FranceUniv Hong Kong, Li Ka Shing Fac Med, Sch Publ Hlth, WHO Collaborating Ctr Infect Dis Epidemiol & Cont, Hong Kong, Peoples R China
Cauchemez, Simon
Leung, Gabriel M.
论文数: 0引用数: 0
h-index: 0
机构:
Univ Hong Kong, Li Ka Shing Fac Med, Sch Publ Hlth, WHO Collaborating Ctr Infect Dis Epidemiol & Cont, Hong Kong, Peoples R ChinaUniv Hong Kong, Li Ka Shing Fac Med, Sch Publ Hlth, WHO Collaborating Ctr Infect Dis Epidemiol & Cont, Hong Kong, Peoples R China
Leung, Gabriel M.
Cowling, Benjamin J.
论文数: 0引用数: 0
h-index: 0
机构:
Univ Hong Kong, Li Ka Shing Fac Med, Sch Publ Hlth, WHO Collaborating Ctr Infect Dis Epidemiol & Cont, Hong Kong, Peoples R ChinaUniv Hong Kong, Li Ka Shing Fac Med, Sch Publ Hlth, WHO Collaborating Ctr Infect Dis Epidemiol & Cont, Hong Kong, Peoples R China
机构:
NIH, Fogarty Int Ctr, Bethesda, MD 20892 USA
Univ Calif Los Angeles, Dept Ecol & Evolutionary Biol, Los Angeles, CA USA
Univ Calif San Francisco, FI Proctor Fdn, San Francisco, CA 94143 USANIH, Fogarty Int Ctr, Bethesda, MD 20892 USA
Blumberg, Seth
Lloyd-Smith, James O.
论文数: 0引用数: 0
h-index: 0
机构:
NIH, Fogarty Int Ctr, Bethesda, MD 20892 USA
Univ Calif Los Angeles, Dept Ecol & Evolutionary Biol, Los Angeles, CA USANIH, Fogarty Int Ctr, Bethesda, MD 20892 USA
机构:
Lund Univ, Ctr Math Sci, S-22100 Lund, SwedenLund Univ, Ctr Math Sci, S-22100 Lund, Sweden
Carlsson, Marcus
Soderberg-Naucler, Cecilia
论文数: 0引用数: 0
h-index: 0
机构:
Karolinska Inst, Dept Med, BioClinicum, S-17164 Solna, Sweden
Karolinska Univ Hosp, Dept Neurol, S-17177 Stockholm, Sweden
Univ Turku, Dept Biosci, InFLAMES Res Flagship Ctr, Turku 20500, FinlandLund Univ, Ctr Math Sci, S-22100 Lund, Sweden
机构:
Univ Hong Kong, Li Ka Shing Fac Med, Sch Publ Hlth, WHO Collaborating Ctr Infect Dis Epidemiol & Cont, Hong Kong, Peoples R China
Univ New South Wales, Kirby Inst, Biosecur Program, Sydney, NSW, AustraliaUniv Hong Kong, Li Ka Shing Fac Med, Sch Publ Hlth, WHO Collaborating Ctr Infect Dis Epidemiol & Cont, Hong Kong, Peoples R China
Adam, Dillon C.
Wu, Peng
论文数: 0引用数: 0
h-index: 0
机构:
Univ Hong Kong, Li Ka Shing Fac Med, Sch Publ Hlth, WHO Collaborating Ctr Infect Dis Epidemiol & Cont, Hong Kong, Peoples R ChinaUniv Hong Kong, Li Ka Shing Fac Med, Sch Publ Hlth, WHO Collaborating Ctr Infect Dis Epidemiol & Cont, Hong Kong, Peoples R China
Wu, Peng
Wong, Jessica Y.
论文数: 0引用数: 0
h-index: 0
机构:
Univ Hong Kong, Li Ka Shing Fac Med, Sch Publ Hlth, WHO Collaborating Ctr Infect Dis Epidemiol & Cont, Hong Kong, Peoples R ChinaUniv Hong Kong, Li Ka Shing Fac Med, Sch Publ Hlth, WHO Collaborating Ctr Infect Dis Epidemiol & Cont, Hong Kong, Peoples R China
Wong, Jessica Y.
Lau, Eric H. Y.
论文数: 0引用数: 0
h-index: 0
机构:
Univ Hong Kong, Li Ka Shing Fac Med, Sch Publ Hlth, WHO Collaborating Ctr Infect Dis Epidemiol & Cont, Hong Kong, Peoples R ChinaUniv Hong Kong, Li Ka Shing Fac Med, Sch Publ Hlth, WHO Collaborating Ctr Infect Dis Epidemiol & Cont, Hong Kong, Peoples R China
Lau, Eric H. Y.
Tsang, Tim K.
论文数: 0引用数: 0
h-index: 0
机构:
Univ Hong Kong, Li Ka Shing Fac Med, Sch Publ Hlth, WHO Collaborating Ctr Infect Dis Epidemiol & Cont, Hong Kong, Peoples R ChinaUniv Hong Kong, Li Ka Shing Fac Med, Sch Publ Hlth, WHO Collaborating Ctr Infect Dis Epidemiol & Cont, Hong Kong, Peoples R China
Tsang, Tim K.
Cauchemez, Simon
论文数: 0引用数: 0
h-index: 0
机构:
Inst Pasteur, Math Modelling Infect Dis Unit, Paris, FranceUniv Hong Kong, Li Ka Shing Fac Med, Sch Publ Hlth, WHO Collaborating Ctr Infect Dis Epidemiol & Cont, Hong Kong, Peoples R China
Cauchemez, Simon
Leung, Gabriel M.
论文数: 0引用数: 0
h-index: 0
机构:
Univ Hong Kong, Li Ka Shing Fac Med, Sch Publ Hlth, WHO Collaborating Ctr Infect Dis Epidemiol & Cont, Hong Kong, Peoples R ChinaUniv Hong Kong, Li Ka Shing Fac Med, Sch Publ Hlth, WHO Collaborating Ctr Infect Dis Epidemiol & Cont, Hong Kong, Peoples R China
Leung, Gabriel M.
Cowling, Benjamin J.
论文数: 0引用数: 0
h-index: 0
机构:
Univ Hong Kong, Li Ka Shing Fac Med, Sch Publ Hlth, WHO Collaborating Ctr Infect Dis Epidemiol & Cont, Hong Kong, Peoples R ChinaUniv Hong Kong, Li Ka Shing Fac Med, Sch Publ Hlth, WHO Collaborating Ctr Infect Dis Epidemiol & Cont, Hong Kong, Peoples R China
机构:
NIH, Fogarty Int Ctr, Bethesda, MD 20892 USA
Univ Calif Los Angeles, Dept Ecol & Evolutionary Biol, Los Angeles, CA USA
Univ Calif San Francisco, FI Proctor Fdn, San Francisco, CA 94143 USANIH, Fogarty Int Ctr, Bethesda, MD 20892 USA
Blumberg, Seth
Lloyd-Smith, James O.
论文数: 0引用数: 0
h-index: 0
机构:
NIH, Fogarty Int Ctr, Bethesda, MD 20892 USA
Univ Calif Los Angeles, Dept Ecol & Evolutionary Biol, Los Angeles, CA USANIH, Fogarty Int Ctr, Bethesda, MD 20892 USA
机构:
Lund Univ, Ctr Math Sci, S-22100 Lund, SwedenLund Univ, Ctr Math Sci, S-22100 Lund, Sweden
Carlsson, Marcus
Soderberg-Naucler, Cecilia
论文数: 0引用数: 0
h-index: 0
机构:
Karolinska Inst, Dept Med, BioClinicum, S-17164 Solna, Sweden
Karolinska Univ Hosp, Dept Neurol, S-17177 Stockholm, Sweden
Univ Turku, Dept Biosci, InFLAMES Res Flagship Ctr, Turku 20500, FinlandLund Univ, Ctr Math Sci, S-22100 Lund, Sweden