A quantitative model used to compare within-host SARS-CoV-2, MERS-CoV, and SARS-CoV dynamics provides insights into the pathogenesis and treatment of SARS-CoV-2

被引:87
|
作者
Kim, Kwang Su [1 ]
Ejima, Keisuke [2 ]
Iwanami, Shoya [1 ]
Fujita, Yasuhisa [1 ]
Ohashi, Hirofumi [3 ]
Koizumi, Yoshiki [4 ]
Asai, Yusuke [4 ]
Nakaoka, Shinji [5 ]
Watashi, Koichi [3 ,6 ,7 ,8 ]
Aihara, Kazuyuki [9 ]
Thompson, Robin N. [10 ]
Ke, Ruian [11 ,12 ]
Perelson, Alan S. [11 ,12 ]
Iwami, Shingo [1 ,8 ,13 ,14 ,15 ]
Roberts, Roland G.
Roberts, Roland G.
Roberts, Roland G.
机构
[1] Kyushu Univ, Fac Sci, Dept Biol, Fukuoka, Japan
[2] Indiana Univ, Sch Publ Hlth, Dept Epidemiol & Biostat, Bloomington, IN USA
[3] Natl Inst Infect Dis, Dept Virol 2, Tokyo, Japan
[4] Natl Ctr Global Hlth & Med, Tokyo, Japan
[5] Hokkaido Univ, Fac Adv Life Sci, Sapporo, Hokkaido, Japan
[6] Tokyo Univ Sci, Dept Appl Biol Sci, Noda, Chiba, Japan
[7] Kyoto Univ, Inst Frontier Life & Med Sci, Kyoto, Japan
[8] Japan Sci & Technol Agcy, JST Mirai, Saitama, Japan
[9] Univ Tokyo, Inst Adv Study, Int Res Ctr Neurointelligence, Tokyo, Japan
[10] Univ Warwick, Math Inst, Coventry, W Midlands, England
[11] New Mexico Consortium, Los Alamos, NM USA
[12] Los Alamos Natl Lab, Theoret Biol & Biophys Grp, Los Alamos, NM USA
[13] Kyoto Univ, Inst Adv Study Human Biol, Kyoto, Japan
[14] Japanese Fdn Canc Res, NEXT Ganken Program, Tokyo, Japan
[15] Sci Groove, Fukuoka, Japan
基金
新加坡国家研究基金会; 美国国家科学基金会;
关键词
VIRAL LOAD; IN-VIVO; COVID-19; REMDESIVIR; EFFICACY;
D O I
10.1371/journal.pbio.3001128
中图分类号
Q5 [生物化学]; Q7 [分子生物学];
学科分类号
071010 ; 081704 ;
摘要
The scientific community is focused on developing antiviral therapies to mitigate the impacts of the ongoing novel coronavirus disease 2019 (COVID-19) outbreak. This will be facilitated by improved understanding of viral dynamics within infected hosts. Here, using a mathematical model in combination with published viral load data, we compare within-host viral dynamics of SARS-CoV-2 with analogous dynamics of MERS-CoV and SARS-CoV. Our quantitative analyses using a mathematical model revealed that the within-host reproduction number at symptom onset of SARS-CoV-2 was statistically significantly larger than that of MERS-CoV and similar to that of SARS-CoV. In addition, the time from symptom onset to the viral load peak for SARS-CoV-2 infection was shorter than those of MERS-CoV and SARS-CoV. These findings suggest the difficulty of controlling SARS-CoV-2 infection by antivirals. We further used the viral dynamics model to predict the efficacy of potential antiviral drugs that have different modes of action. The efficacy was measured by the reduction in the viral load area under the curve (AUC). Our results indicate that therapies that block de novo infection or virus production are likely to be effective if and only if initiated before the viral load peak (which appears 2-3 days after symptom onset), but therapies that promote cytotoxicity of infected cells are likely to have effects with less sensitivity to the timing of treatment initiation. Furthermore, combining a therapy that promotes cytotoxicity and one that blocks de novo infection or virus production synergistically reduces the AUC with early treatment. Our unique modeling approach provides insights into the pathogenesis of SARS-CoV-2 and may be useful for development of antiviral therapies.
引用
收藏
页数:19
相关论文
共 50 条
  • [21] Viral, host and environmental factors that favor anthropozoonotic spillover of coronaviruses: An opinionated review, focusing on SARS-CoV, MERS-CoV and SARS-CoV-2
    da Silva, Priscilla Gomes
    Mesquita, Joao Rodrigo
    Jose Nascimento, Maria de Sao
    Martins Ferreira, Vanessa Andreia
    SCIENCE OF THE TOTAL ENVIRONMENT, 2021, 750 (750)
  • [22] Laboratory testing of SARS-CoV, MERS-CoV, and SARS-CoV-2 (2019-nCoV): Current status, challenges, and countermeasures
    Yan, Ying
    Chang, Le
    Wang, Lunan
    REVIEWS IN MEDICAL VIROLOGY, 2020, 30 (03)
  • [23] Comprehensive Structural and Molecular Comparison of Spike Proteins of SARS-CoV-2, SARS-CoV and MERS-CoV, and Their Interactions with ACE2
    Hatmal, Ma'mon M.
    Alshaer, Walhan
    Al-Hatamleh, Mohammad A., I
    Hatmal, Malik
    Smadi, Othman
    Taha, Mutasem O.
    Oweida, Ayman J.
    Boer, Jennifer C.
    Mohamud, Rohimah
    Plebanski, Magdalena
    CELLS, 2020, 9 (12) : 1 - 37
  • [24] Multilevel proteomics reveals host perturbations by SARS-CoV-2 and SARS-CoV
    Stukalov, Alexey
    Girault, Virginie
    Grass, Vincent
    Karayel, Ozge
    Bergant, Valter
    Urban, Christian
    Haas, Darya A.
    Huang, Yiqi
    Oubraham, Lila
    Wang, Anqi
    Hamad, M. Sabri
    Piras, Antonio
    Hansen, Fynn M.
    Tanzer, Maria C.
    Paron, Igor
    Zinzula, Luca
    Engleitner, Thomas
    Reinecke, Maria
    Lavacca, Teresa M.
    Ehmann, Rosina
    Woelfel, Roman
    Jores, Joerg
    Kuster, Bernhard
    Protzer, Ulrike
    Rad, Roland
    Ziebuhr, John
    Thiel, Volker
    Scaturro, Pietro
    Mann, Matthias
    Pichlmair, Andreas
    NATURE, 2021, 594 (7862) : 246 - +
  • [25] Antibody-dependent enhancement (ADE) of SARS-CoV-2 in patients exposed to MERS-CoV and SARS-CoV-2 antigens
    Thomas, Swapna
    Smatti, Maria K.
    Alsulaiti, Haya
    Zedan, Hadeel T.
    Eid, Ali H.
    Hssain, Ali A.
    Abu Raddad, Laith J.
    Gentilcore, Giusy
    Ouhtit, Allal
    Althani, Asmaa A.
    Nasrallah, Gheyath K.
    Grivel, Jean-Charles
    Yassine, Hadi M.
    JOURNAL OF MEDICAL VIROLOGY, 2024, 96 (05)
  • [26] Comparing SARS-CoV-2 with SARS-CoV and influenza pandemics
    Petersen, Eskild
    Koopmans, Marion
    Go, Unyeong
    Hamer, Davidson H.
    Petrosillo, Nicola
    Castelli, Francesco
    Storgaard, Merete
    Al Khalili, Sulien
    Simonsen, Lone
    LANCET INFECTIOUS DISEASES, 2020, 20 (09) : E238 - E244
  • [27] Holistic Analysis of Coronavirus Literature: A Scientometric Study of the Global Publications Relevant to SARS-CoV-2 (COVID-19), MERS-CoV (MERS) and SARS-CoV (SARS)
    Senel, Engin
    Topal, Fatih Esad
    DISASTER MEDICINE AND PUBLIC HEALTH PREPAREDNESS, 2021, 15 (06) : E12 - E19
  • [28] Modeling within-Host SARS-CoV-2 Infection Dynamics and Potential Treatments
    Sadria, Mehrshad
    Layton, Anita T.
    VIRUSES-BASEL, 2021, 13 (06):
  • [29] Gordian Knot: Gastrointestinal lesions caused by three highly pathogenic coronaviruses from SARS-CoV and MERS-CoV to SARS-CoV-2
    Meng, Xiang
    Lou, Qiu-yue
    Yang, Wen-ying
    Chen, Ran
    Xu, Wen-hua
    Yang, Yang
    Zhang, Lei
    Xu, Tao
    Xiang, Hui-fen
    EUROPEAN JOURNAL OF PHARMACOLOGY, 2021, 890
  • [30] Plant Alkaloids Inhibit Membrane Fusion Mediated by Calcium and Fragments of MERS-CoV and SARS-CoV/SARS-CoV-2 Fusion Peptides
    Shekunov, Egor, V
    Efimova, Svetlana S.
    Yudintceva, Natalia M.
    Muryleva, Anna A.
    Zarubaev, Vladimir V.
    Slita, Alexander, V
    Ostroumova, Olga S.
    BIOMEDICINES, 2021, 9 (10)