Immuno-epidemiological model of two-stage epidemic growth

被引:15
|
作者
Banerjee, Malay [1 ]
Tokarev, Alexey [2 ]
Volpert, Vitaly [2 ,3 ,4 ]
机构
[1] IIT Kanpur, Dept Math & Stat, Kanpur 208016, Uttar Pradesh, India
[2] Peoples Friendship Univ Russia RUDN Univ, 6 Miklukho Maklaya St, Moscow 117198, Russia
[3] Univ Lyon 1, Inst Camille Jordan, CNRS, UMR 5208, F-69622 Villeurbanne, France
[4] INRIA Lyon La Doua, INRIA Team Dracula, F-69603 Villeurbanne, France
关键词
Epidemic; immune response; over-exponential growth; influenza; COVID-19; DYNAMICS;
D O I
10.1051/mmnp/2020012
中图分类号
Q [生物科学];
学科分类号
07 ; 0710 ; 09 ;
摘要
Epidemiological data on seasonal influenza show that the growth rate of the number of infected individuals can increase passing from one exponential growth rate to another one with a larger exponent. Such behavior is not described by conventional epidemiological models. In this work an immuno-epidemiological model is proposed in order to describe this two-stage growth. It takes into account that the growth in the number of infected individuals increases the initial viral load and provides a passage from the first stage of epidemic where only people with weak immune response are infected to the second stage where people with strong immune response are also infected. This scenario may be viewed as an increase of the effective number of susceptible increasing the effective growth rate of infected.
引用
收藏
页数:11
相关论文
共 50 条
  • [31] A Two-Stage Kinetics Model for Polydopamine Layer Growth
    Rad, Mojtaba Habibi
    Zamanian, Ali
    Hadavi, Seyed Mohamad Mahdi
    Khanlarkhani, Ali
    MACROMOLECULAR CHEMISTRY AND PHYSICS, 2018, 219 (09)
  • [32] SPECIFIC IMMUNO-EPIDEMIOLOGICAL BIOMARKERS OF EXPOSURE TO AEDES ALBOPICTUS AND AE. AEGYPTI BITES
    Doucoure, Souleymane
    Mouchet, Francois
    Cornelie, Sylvie
    Favier, Francois
    Gasque, Phillippe
    DeHecq, Jean Sebastien
    Roca, Yelin
    Walter, Annie
    Patramool, Sirilaksana
    Misse, Dorothe
    Herve, Jean Pierre
    Remoue, Franck
    AMERICAN JOURNAL OF TROPICAL MEDICINE AND HYGIENE, 2010, 83 (05): : 51 - 51
  • [33] A two-stage regression model for epidemiological studies with multivariate disease classification data
    Chatterjee, N
    JOURNAL OF THE AMERICAN STATISTICAL ASSOCIATION, 2004, 99 (465) : 127 - 138
  • [34] Vector-Borne Pathogen and Host Evolution in a Structured Immuno-Epidemiological System
    Gulbudak, Hayriye
    Cannataro, Vincent L.
    Tuncer, Necibe
    Martcheva, Maia
    BULLETIN OF MATHEMATICAL BIOLOGY, 2017, 79 (02) : 325 - 355
  • [35] Vector-Borne Pathogen and Host Evolution in a Structured Immuno-Epidemiological System
    Hayriye Gulbudak
    Vincent L. Cannataro
    Necibe Tuncer
    Maia Martcheva
    Bulletin of Mathematical Biology, 2017, 79 : 325 - 355
  • [36] Analysis of multivariate longitudinal immuno-epidemiological data using a pairwise joint modelling approach
    Lawrence Lubyayi
    Patrice A. Mawa
    Stephen Cose
    Alison M. Elliott
    Jonathan Levin
    Emily L. Webb
    BMC Immunology, 22
  • [37] A two-stage model for the SIR outbreak: Accounting for the discrete and stochastic nature of the epidemic at the initial contamination stage
    Sazonov, Igor
    Kelbert, Mark
    Gravenor, Michael B.
    MATHEMATICAL BIOSCIENCES, 2011, 234 (02) : 108 - 117
  • [38] Global stability of a two-stage epidemic model with generalized non-linear incidence
    Moghadas, SM
    Gumel, AB
    MATHEMATICS AND COMPUTERS IN SIMULATION, 2002, 60 (1-2) : 107 - 118
  • [39] TWO-STAGE PREDICTION FOR PULMONARY NODULE GROWTH BASED ON GROWTH KINETICS MODEL
    Guo, Shengjuan
    Jiang, Ao
    Gui, Hao
    Liu, Feng
    Yang, Mei
    JOURNAL OF MECHANICS IN MEDICINE AND BIOLOGY, 2025,
  • [40] Analysis of multivariate longitudinal immuno-epidemiological data using a pairwise joint modelling approach
    Lubyayi, Lawrence
    Mawa, Patrice A.
    Cose, Stephen
    Elliott, Alison M.
    Levin, Jonathan
    Webb, Emily L.
    BMC IMMUNOLOGY, 2021, 22 (01)