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.
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页数:19
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