The present study discussed a model to describe the SARS-CoV-2 viral kinetics in the presence of saturated antiviral responses. A discrete-time delay was introduced due to the time required for uninfected epithelial cells to activate a suitable antiviral response by generating immune cytokines and chemokines. We examined the system's stability at each equilibrium point. A threshold value was obtained for which the system switched from stability to instability via a Hopf bifurcation. The length of the time delay has been computed, for which the system has preserved its stability. Numerical results show that the system was stable for the faster antiviral responses of epithelial cells to the virus concentration, i.e., quick antiviral responses stabilized patients' bodies by neutralizing the virus. However, if the antiviral response of epithelial cells to the virus increased, the system became unstable, and the virus occupied the whole body, which caused patients' deaths.
机构:
Hassan II Univ Casablanca, Fac Sci & Tech, Lab Math Comp Sci & Applicat, POB 146, Mohammadia 20650, MoroccoHassan II Univ Casablanca, Fac Sci & Tech, Lab Math Comp Sci & Applicat, POB 146, Mohammadia 20650, Morocco
机构:
Univ Hong Kong, LKS Fac Med, WHO Collaborating Ctr Infect Dis Epidemiol & Cont, Sch Publ Hlth, Hong Kong, Peoples R China
Lab Data Discovery Hlth Ltd, Hong Kong Sci Pk, Hong Kong, Peoples R ChinaUniv Hong Kong, LKS Fac Med, WHO Collaborating Ctr Infect Dis Epidemiol & Cont, Sch Publ Hlth, Hong Kong, Peoples R China
Du, Zhanwei
Wang, Shuqi
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h-index: 0
机构:
Lab Data Discovery Hlth Ltd, Hong Kong Sci Pk, Hong Kong, Peoples R ChinaUniv Hong Kong, LKS Fac Med, WHO Collaborating Ctr Infect Dis Epidemiol & Cont, Sch Publ Hlth, Hong Kong, Peoples R China
Wang, Shuqi
Bai, Yuan
论文数: 0引用数: 0
h-index: 0
机构:
Univ Hong Kong, LKS Fac Med, WHO Collaborating Ctr Infect Dis Epidemiol & Cont, Sch Publ Hlth, Hong Kong, Peoples R China
Lab Data Discovery Hlth Ltd, Hong Kong Sci Pk, Hong Kong, Peoples R ChinaUniv Hong Kong, LKS Fac Med, WHO Collaborating Ctr Infect Dis Epidemiol & Cont, Sch Publ Hlth, Hong Kong, Peoples R China
Bai, Yuan
Gao, Chao
论文数: 0引用数: 0
h-index: 0
机构:
Northwestern Polytech Univ, Sch Artificial Intelligence Opt & Elect iOPEN, Xian, Peoples R ChinaUniv Hong Kong, LKS Fac Med, WHO Collaborating Ctr Infect Dis Epidemiol & Cont, Sch Publ Hlth, Hong Kong, Peoples R China
Gao, Chao
Lau, Eric H. Y.
论文数: 0引用数: 0
h-index: 0
机构:
Univ Hong Kong, LKS Fac Med, WHO Collaborating Ctr Infect Dis Epidemiol & Cont, Sch Publ Hlth, Hong Kong, Peoples R China
Lab Data Discovery Hlth Ltd, Hong Kong Sci Pk, Hong Kong, Peoples R ChinaUniv Hong Kong, LKS Fac Med, WHO Collaborating Ctr Infect Dis Epidemiol & Cont, Sch Publ Hlth, Hong Kong, Peoples R China
Lau, Eric H. Y.
Cowling, Benjamin J.
论文数: 0引用数: 0
h-index: 0
机构:
Univ Hong Kong, LKS Fac Med, WHO Collaborating Ctr Infect Dis Epidemiol & Cont, Sch Publ Hlth, Hong Kong, Peoples R China
Lab Data Discovery Hlth Ltd, Hong Kong Sci Pk, Hong Kong, Peoples R ChinaUniv Hong Kong, LKS Fac Med, WHO Collaborating Ctr Infect Dis Epidemiol & Cont, Sch Publ Hlth, Hong Kong, Peoples R China
机构:
Shandong First Med Univ, Sch Basic Med Sci, Dept Pathogen Biol, Jinan 250117, Shandong, Peoples R China
Shandong Acad Med Sci, Jinan 250117, Shandong, Peoples R China
Shandong First Med Univ, Med Sci & Technol Innovat Ctr, Jinan 250117, Shandong, Peoples R ChinaShandong First Med Univ, Sch Basic Med Sci, Dept Pathogen Biol, Jinan 250117, Shandong, Peoples R China
Lv, Lu
Zhang, Leiliang
论文数: 0引用数: 0
h-index: 0
机构:
Shandong First Med Univ, Sch Basic Med Sci, Dept Pathogen Biol, Jinan 250117, Shandong, Peoples R China
Shandong Acad Med Sci, Jinan 250117, Shandong, Peoples R China
Shandong First Med Univ, Med Sci & Technol Innovat Ctr, Jinan 250117, Shandong, Peoples R ChinaShandong First Med Univ, Sch Basic Med Sci, Dept Pathogen Biol, Jinan 250117, Shandong, Peoples R China
机构:
Univ Illinois, Dept Microbiol, Urbana, IL 61801 USAUniv Illinois, Dept Microbiol, Urbana, IL 61801 USA
Farjo, Mireille
Koelle, Katia
论文数: 0引用数: 0
h-index: 0
机构:
Emory Univ, Dept Biol, Atlanta, GA USAUniv Illinois, Dept Microbiol, Urbana, IL 61801 USA
Koelle, Katia
Martin, Michael A.
论文数: 0引用数: 0
h-index: 0
机构:
Emory Univ, Dept Biol, Atlanta, GA USA
Emory Univ, Populat Biol Ecol & Evolut Grad Program, Atlanta, GA USAUniv Illinois, Dept Microbiol, Urbana, IL 61801 USA
Martin, Michael A.
Gibson, Laura L.
论文数: 0引用数: 0
h-index: 0
机构:
Univ Massachusetts, Dept Med, Div Infect Dis & Immunol, Med Sch, Worcester, MA USA
Univ Massachusetts, Sch Med, Dept Pediat, Amherst, MA 01003 USAUniv Illinois, Dept Microbiol, Urbana, IL 61801 USA
Gibson, Laura L.
Walden, Kimberly K. O.
论文数: 0引用数: 0
h-index: 0
机构:
Univ Illinois, Roy J Carver Biotechnol Ctr, High Performance Comp Biol, Champaign, IL USAUniv Illinois, Dept Microbiol, Urbana, IL 61801 USA
Walden, Kimberly K. O.
Rendon, Gloria
论文数: 0引用数: 0
h-index: 0
机构:
Univ Illinois, Roy J Carver Biotechnol Ctr, High Performance Comp Biol, Champaign, IL USAUniv Illinois, Dept Microbiol, Urbana, IL 61801 USA
Rendon, Gloria
Fields, Christopher J.
论文数: 0引用数: 0
h-index: 0
机构:
Univ Illinois, Roy J Carver Biotechnol Ctr, High Performance Comp Biol, Champaign, IL USAUniv Illinois, Dept Microbiol, Urbana, IL 61801 USA
Fields, Christopher J.
Alnaji, Fadi G.
论文数: 0引用数: 0
h-index: 0
机构:
Univ Illinois, Dept Microbiol, Urbana, IL 61801 USAUniv Illinois, Dept Microbiol, Urbana, IL 61801 USA
Alnaji, Fadi G.
Gallagher, Nicholas
论文数: 0引用数: 0
h-index: 0
机构:
Johns Hopkins Univ, Sch Med, Dept Pathol, Div Med Microbiol, Baltimore, MD USAUniv Illinois, Dept Microbiol, Urbana, IL 61801 USA
Gallagher, Nicholas
Luo, Chun Huai
论文数: 0引用数: 0
h-index: 0
机构:
Johns Hopkins Univ, Sch Med, Dept Pathol, Div Med Microbiol, Baltimore, MD USAUniv Illinois, Dept Microbiol, Urbana, IL 61801 USA
Luo, Chun Huai
Mostafa, Heba H.
论文数: 0引用数: 0
h-index: 0
机构:
Johns Hopkins Univ, Sch Med, Dept Pathol, Div Med Microbiol, Baltimore, MD USAUniv Illinois, Dept Microbiol, Urbana, IL 61801 USA
Mostafa, Heba H.
Manabe, Yukari C.
论文数: 0引用数: 0
h-index: 0
机构:
Johns Hopkins Sch Med, Dept Med, Div Infect Dis, Baltimore, MD USA
Johns Hopkins Bloomberg Sch Publ Hlth, W Harry Feinstone Dept Mol Microbiol & Immunol, Baltimore, MD USAUniv Illinois, Dept Microbiol, Urbana, IL 61801 USA
Manabe, Yukari C.
Pekosz, Andrew
论文数: 0引用数: 0
h-index: 0
机构:
Johns Hopkins Bloomberg Sch Publ Hlth, W Harry Feinstone Dept Mol Microbiol & Immunol, Baltimore, MD USAUniv Illinois, Dept Microbiol, Urbana, IL 61801 USA
Pekosz, Andrew
Smith, Rebecca L.
论文数: 0引用数: 0
h-index: 0
机构:
Univ Illinois, Carl R Woese Inst Genom Biol, Urbana, IL 61801 USA
Univ Illinois, Dept Pathobiol, Urbana, IL USA
Univ Illinois, Carle Illinois Coll Med, Urbana, IL USAUniv Illinois, Dept Microbiol, Urbana, IL 61801 USA
Smith, Rebecca L.
Mcmanus, David D.
论文数: 0引用数: 0
h-index: 0
机构:
Univ Massachusetts, Med Sch, Div Cardiol, Worcester, MA USAUniv Illinois, Dept Microbiol, Urbana, IL 61801 USA
Mcmanus, David D.
Brooke, Christopher B.
论文数: 0引用数: 0
h-index: 0
机构:
Univ Illinois, Dept Microbiol, Urbana, IL 61801 USA
Univ Illinois, Carl R Woese Inst Genom Biol, Urbana, IL 61801 USAUniv Illinois, Dept Microbiol, Urbana, IL 61801 USA
机构:
King Abdulaziz Univ, Fac Sci, Dept Math, POB 80203, Jeddah 21589, Saudi ArabiaKing Abdulaziz Univ, Fac Sci, Dept Math, POB 80203, Jeddah 21589, Saudi Arabia
Elaiw, Ahmed M.
Alsulami, Raghad S.
论文数: 0引用数: 0
h-index: 0
机构:
King Abdulaziz Univ, Fac Sci, Dept Math, POB 80203, Jeddah 21589, Saudi ArabiaKing Abdulaziz Univ, Fac Sci, Dept Math, POB 80203, Jeddah 21589, Saudi Arabia
Alsulami, Raghad S.
Hobiny, Aatef D.
论文数: 0引用数: 0
h-index: 0
机构:
King Abdulaziz Univ, Fac Sci, Dept Math, POB 80203, Jeddah 21589, Saudi ArabiaKing Abdulaziz Univ, Fac Sci, Dept Math, POB 80203, Jeddah 21589, Saudi Arabia
机构:
Gregorio Maranon Gen Univ Hosp, Clin Microbiol & Infect Dis Dept, Madrid 28007, Spain
Gregorio Maranon Hlth Res Inst IiSGM, Madrid 28007, SpainGregorio Maranon Gen Univ Hosp, Clin Microbiol & Infect Dis Dept, Madrid 28007, Spain
Perez-Lago, Laura
Aldamiz-Echevarria, Teresa
论文数: 0引用数: 0
h-index: 0
机构:
Gregorio Maranon Gen Univ Hosp, Clin Microbiol & Infect Dis Dept, Madrid 28007, Spain
Gregorio Maranon Hlth Res Inst IiSGM, Madrid 28007, SpainGregorio Maranon Gen Univ Hosp, Clin Microbiol & Infect Dis Dept, Madrid 28007, Spain
Aldamiz-Echevarria, Teresa
Garcia-Martinez, Rita
论文数: 0引用数: 0
h-index: 0
机构:
Gregorio Maranon Hlth Res Inst IiSGM, Madrid 28007, Spain
Gregorio Maranon Gen Univ Hosp, Internal Med Dept, Madrid 28007, SpainGregorio Maranon Gen Univ Hosp, Clin Microbiol & Infect Dis Dept, Madrid 28007, Spain
Garcia-Martinez, Rita
Perez-Latorre, Leire
论文数: 0引用数: 0
h-index: 0
机构:
Gregorio Maranon Gen Univ Hosp, Clin Microbiol & Infect Dis Dept, Madrid 28007, Spain
Gregorio Maranon Hlth Res Inst IiSGM, Madrid 28007, SpainGregorio Maranon Gen Univ Hosp, Clin Microbiol & Infect Dis Dept, Madrid 28007, Spain
Perez-Latorre, Leire
Herranz, Marta
论文数: 0引用数: 0
h-index: 0
机构:
Gregorio Maranon Gen Univ Hosp, Clin Microbiol & Infect Dis Dept, Madrid 28007, Spain
Gregorio Maranon Hlth Res Inst IiSGM, Madrid 28007, Spain
CIBER Resp Dis CIBERES, Madrid 28029, SpainGregorio Maranon Gen Univ Hosp, Clin Microbiol & Infect Dis Dept, Madrid 28007, Spain
Herranz, Marta
Sola-Campoy, Pedro
论文数: 0引用数: 0
h-index: 0
机构:
Gregorio Maranon Gen Univ Hosp, Clin Microbiol & Infect Dis Dept, Madrid 28007, Spain
Gregorio Maranon Hlth Res Inst IiSGM, Madrid 28007, SpainGregorio Maranon Gen Univ Hosp, Clin Microbiol & Infect Dis Dept, Madrid 28007, Spain
Sola-Campoy, Pedro
Suarez-Gonzalez, Julia
论文数: 0引用数: 0
h-index: 0
机构:
Gregorio Maranon Hlth Res Inst IiSGM, Madrid 28007, Spain
Gregorio Maranon Gen Univ Hosp, Genom Unit, Madrid 28007, SpainGregorio Maranon Gen Univ Hosp, Clin Microbiol & Infect Dis Dept, Madrid 28007, Spain
Suarez-Gonzalez, Julia
Martinez-Laperche, Carolina
论文数: 0引用数: 0
h-index: 0
机构:
Gregorio Maranon Hlth Res Inst IiSGM, Madrid 28007, Spain
Gregorio Maranon Gen Univ Hosp, Oncohematol Serv, Madrid 28007, SpainGregorio Maranon Gen Univ Hosp, Clin Microbiol & Infect Dis Dept, Madrid 28007, Spain
Martinez-Laperche, Carolina
Comas, Inaki
论文数: 0引用数: 0
h-index: 0
机构:
CSIC, TB Genom Unit, Inst Biomed Valencia, Valencia 46010, Spain
CIBER Salud Publ CIBERESP, Madrid 28029, SpainGregorio Maranon Gen Univ Hosp, Clin Microbiol & Infect Dis Dept, Madrid 28007, Spain
Comas, Inaki
Gonzalez-Candelas, Fernando
论文数: 0引用数: 0
h-index: 0
机构:
CIBER Salud Publ CIBERESP, Madrid 28029, Spain
Univ Valencia, Inst Integrat Syst Biol I2SysBio, Joint Res Unit Infect & Publ Hlth, FISABIO, Valencia 46980, SpainGregorio Maranon Gen Univ Hosp, Clin Microbiol & Infect Dis Dept, Madrid 28007, Spain
Gonzalez-Candelas, Fernando
Catalan, Pilar
论文数: 0引用数: 0
h-index: 0
机构:
Gregorio Maranon Gen Univ Hosp, Clin Microbiol & Infect Dis Dept, Madrid 28007, Spain
Gregorio Maranon Hlth Res Inst IiSGM, Madrid 28007, Spain
CIBER Resp Dis CIBERES, Madrid 28029, SpainGregorio Maranon Gen Univ Hosp, Clin Microbiol & Infect Dis Dept, Madrid 28007, Spain
Catalan, Pilar
Munoz, Patricia
论文数: 0引用数: 0
h-index: 0
机构:
Gregorio Maranon Gen Univ Hosp, Clin Microbiol & Infect Dis Dept, Madrid 28007, Spain
Gregorio Maranon Hlth Res Inst IiSGM, Madrid 28007, Spain
CIBER Resp Dis CIBERES, Madrid 28029, Spain
Univ Complutense, Dept Med, Madrid 28040, SpainGregorio Maranon Gen Univ Hosp, Clin Microbiol & Infect Dis Dept, Madrid 28007, Spain
Munoz, Patricia
Garcia de Viedma, Dario
论文数: 0引用数: 0
h-index: 0
机构:
Gregorio Maranon Gen Univ Hosp, Clin Microbiol & Infect Dis Dept, Madrid 28007, Spain
Gregorio Maranon Hlth Res Inst IiSGM, Madrid 28007, Spain
CIBER Resp Dis CIBERES, Madrid 28029, SpainGregorio Maranon Gen Univ Hosp, Clin Microbiol & Infect Dis Dept, Madrid 28007, Spain
机构:
Korea Dis Control & Prevent Agcy, Osong, South KoreaSoonchunhyang Univ, Coll Med, Dept Internal Med, Div Infect Dis,Seoul Hosp, Seoul, South Korea
Park, Gemma
Choi, Jun Yong
论文数: 0引用数: 0
h-index: 0
机构:
Yonsei Univ, Severance Hosp, Dept Internal Med, Div Infect Dis,Coll Med, Seoul, South KoreaSoonchunhyang Univ, Coll Med, Dept Internal Med, Div Infect Dis,Seoul Hosp, Seoul, South Korea
Choi, Jun Yong
Kim, Eun Jin
论文数: 0引用数: 0
h-index: 0
机构:
Korea Dis Control & Prevent Agcy, Osong, South KoreaSoonchunhyang Univ, Coll Med, Dept Internal Med, Div Infect Dis,Seoul Hosp, Seoul, South Korea
Kim, Eun Jin
Kim, Bryan Inho
论文数: 0引用数: 0
h-index: 0
机构:
Korea Dis Control & Prevent Agcy, Osong, South KoreaSoonchunhyang Univ, Coll Med, Dept Internal Med, Div Infect Dis,Seoul Hosp, Seoul, South Korea
Kim, Bryan Inho
Gwack, Jin
论文数: 0引用数: 0
h-index: 0
机构:
Korea Dis Control & Prevent Agcy, Osong, South Korea
Korea Dis Control & Prevent Agcy, 187 Osongsaengmyeong 2 Ro, Cheongju 28159, South KoreaSoonchunhyang Univ, Coll Med, Dept Internal Med, Div Infect Dis,Seoul Hosp, Seoul, South Korea
Gwack, Jin
Jung, Ji Ye
论文数: 0引用数: 0
h-index: 0
机构:
Yonsei Univ, Severance Hosp, Dept Internal Med, Div Pulm & Crit Care Med,Coll Med, Seoul, South Korea
Yonsei Univ, Severance Hosp, Dept Internal Med, Div Pulm & Crit Care Med,Coll Med, 50-1 Yonsei Ro, Seoul 03722, South KoreaSoonchunhyang Univ, Coll Med, Dept Internal Med, Div Infect Dis,Seoul Hosp, Seoul, South Korea