Literature DB >> 33750978

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.

Kwang Su Kim1, Keisuke Ejima2, Shoya Iwanami1, Yasuhisa Fujita1, Hirofumi Ohashi3, Yoshiki Koizumi4, Yusuke Asai4, Shinji Nakaoka5, Koichi Watashi3,6,7,8, Kazuyuki Aihara9, Robin N Thompson10,11, Ruian Ke12,13, Alan S Perelson12,13, Shingo Iwami1,8,14,15,16.   

Abstract

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.

Entities:  

Year:  2021        PMID: 33750978      PMCID: PMC7984623          DOI: 10.1371/journal.pbio.3001128

Source DB:  PubMed          Journal:  PLoS Biol        ISSN: 1544-9173            Impact factor:   8.029


  70 in total

1.  Hepatitis C viral dynamics in vivo and the antiviral efficacy of interferon-alpha therapy.

Authors:  A U Neumann; N P Lam; H Dahari; D R Gretch; T E Wiley; T J Layden; A S Perelson
Journal:  Science       Date:  1998-10-02       Impact factor: 47.728

2.  Effect of Remdesivir vs Standard Care on Clinical Status at 11 Days in Patients With Moderate COVID-19: A Randomized Clinical Trial.

Authors:  Christoph D Spinner; Robert L Gottlieb; Gerard J Criner; José Ramón Arribas López; Anna Maria Cattelan; Alex Soriano Viladomiu; Onyema Ogbuagu; Prashant Malhotra; Kathleen M Mullane; Antonella Castagna; Louis Yi Ann Chai; Meta Roestenberg; Owen Tak Yin Tsang; Enos Bernasconi; Paul Le Turnier; Shan-Chwen Chang; Devi SenGupta; Robert H Hyland; Anu O Osinusi; Huyen Cao; Christiana Blair; Hongyuan Wang; Anuj Gaggar; Diana M Brainard; Mark J McPhail; Sanjay Bhagani; Mi Young Ahn; Arun J Sanyal; Gregory Huhn; Francisco M Marty
Journal:  JAMA       Date:  2020-09-15       Impact factor: 56.272

3.  Efficient Pharmacokinetic Modeling Workflow With the MonolixSuite: A Case Study of Remifentanil.

Authors:  Pauline Traynard; Géraldine Ayral; Monika Twarogowska; Jonathan Chauvin
Journal:  CPT Pharmacometrics Syst Pharmacol       Date:  2020-03-31

4.  Quantifying antiviral activity optimizes drug combinations against hepatitis C virus infection.

Authors:  Yoshiki Koizumi; Hirofumi Ohashi; Syo Nakajima; Yasuhito Tanaka; Takaji Wakita; Alan S Perelson; Shingo Iwami; Koichi Watashi
Journal:  Proc Natl Acad Sci U S A       Date:  2017-02-07       Impact factor: 11.205

5.  Hydroxychloroquine in patients with mainly mild to moderate coronavirus disease 2019: open label, randomised controlled trial.

Authors:  Wei Tang; Zhujun Cao; Mingfeng Han; Zhengyan Wang; Junwen Chen; Wenjin Sun; Yaojie Wu; Wei Xiao; Shengyong Liu; Erzhen Chen; Wei Chen; Xiongbiao Wang; Jiuyong Yang; Jun Lin; Qingxia Zhao; Youqin Yan; Zhibin Xie; Dan Li; Yaofeng Yang; Leshan Liu; Jieming Qu; Guang Ning; Guochao Shi; Qing Xie
Journal:  BMJ       Date:  2020-05-14

6.  Triple combination of interferon beta-1b, lopinavir-ritonavir, and ribavirin in the treatment of patients admitted to hospital with COVID-19: an open-label, randomised, phase 2 trial.

Authors:  Ivan Fan-Ngai Hung; Kwok-Cheung Lung; Eugene Yuk-Keung Tso; Raymond Liu; Tom Wai-Hin Chung; Man-Yee Chu; Yuk-Yung Ng; Jenny Lo; Jacky Chan; Anthony Raymond Tam; Hoi-Ping Shum; Veronica Chan; Alan Ka-Lun Wu; Kit-Man Sin; Wai-Shing Leung; Wai-Lam Law; David Christopher Lung; Simon Sin; Pauline Yeung; Cyril Chik-Yan Yip; Ricky Ruiqi Zhang; Agnes Yim-Fong Fung; Erica Yuen-Wing Yan; Kit-Hang Leung; Jonathan Daniel Ip; Allen Wing-Ho Chu; Wan-Mui Chan; Anthony Chin-Ki Ng; Rodney Lee; Kitty Fung; Alwin Yeung; Tak-Chiu Wu; Johnny Wai-Man Chan; Wing-Wah Yan; Wai-Ming Chan; Jasper Fuk-Woo Chan; Albert Kwok-Wai Lie; Owen Tak-Yin Tsang; Vincent Chi-Chung Cheng; Tak-Lun Que; Chak-Sing Lau; Kwok-Hung Chan; Kelvin Kai-Wang To; Kwok-Yung Yuen
Journal:  Lancet       Date:  2020-05-10       Impact factor: 79.321

7.  Early Transmission Dynamics in Wuhan, China, of Novel Coronavirus-Infected Pneumonia.

Authors:  Qun Li; Xuhua Guan; Peng Wu; Xiaoye Wang; Lei Zhou; Yeqing Tong; Ruiqi Ren; Kathy S M Leung; Eric H Y Lau; Jessica Y Wong; Xuesen Xing; Nijuan Xiang; Yang Wu; Chao Li; Qi Chen; Dan Li; Tian Liu; Jing Zhao; Man Liu; Wenxiao Tu; Chuding Chen; Lianmei Jin; Rui Yang; Qi Wang; Suhua Zhou; Rui Wang; Hui Liu; Yinbo Luo; Yuan Liu; Ge Shao; Huan Li; Zhongfa Tao; Yang Yang; Zhiqiang Deng; Boxi Liu; Zhitao Ma; Yanping Zhang; Guoqing Shi; Tommy T Y Lam; Joseph T Wu; George F Gao; Benjamin J Cowling; Bo Yang; Gabriel M Leung; Zijian Feng
Journal:  N Engl J Med       Date:  2020-01-29       Impact factor: 176.079

8.  Potent binding of 2019 novel coronavirus spike protein by a SARS coronavirus-specific human monoclonal antibody.

Authors:  Xiaolong Tian; Cheng Li; Ailing Huang; Shuai Xia; Sicong Lu; Zhengli Shi; Lu Lu; Shibo Jiang; Zhenlin Yang; Yanling Wu; Tianlei Ying
Journal:  Emerg Microbes Infect       Date:  2020-02-17       Impact factor: 7.163

9.  A Trial of Lopinavir-Ritonavir in Adults Hospitalized with Severe Covid-19.

Authors:  Bin Cao; Yeming Wang; Danning Wen; Wen Liu; Jingli Wang; Guohui Fan; Lianguo Ruan; Bin Song; Yanping Cai; Ming Wei; Xingwang Li; Jiaan Xia; Nanshan Chen; Jie Xiang; Ting Yu; Tao Bai; Xuelei Xie; Li Zhang; Caihong Li; Ye Yuan; Hua Chen; Huadong Li; Hanping Huang; Shengjing Tu; Fengyun Gong; Ying Liu; Yuan Wei; Chongya Dong; Fei Zhou; Xiaoying Gu; Jiuyang Xu; Zhibo Liu; Yi Zhang; Hui Li; Lianhan Shang; Ke Wang; Kunxia Li; Xia Zhou; Xuan Dong; Zhaohui Qu; Sixia Lu; Xujuan Hu; Shunan Ruan; Shanshan Luo; Jing Wu; Lu Peng; Fang Cheng; Lihong Pan; Jun Zou; Chunmin Jia; Juan Wang; Xia Liu; Shuzhen Wang; Xudong Wu; Qin Ge; Jing He; Haiyan Zhan; Fang Qiu; Li Guo; Chaolin Huang; Thomas Jaki; Frederick G Hayden; Peter W Horby; Dingyu Zhang; Chen Wang
Journal:  N Engl J Med       Date:  2020-03-18       Impact factor: 91.245

10.  Respiratory disease in rhesus macaques inoculated with SARS-CoV-2.

Authors:  Vincent J Munster; Friederike Feldmann; Brandi N Williamson; Neeltje van Doremalen; Lizzette Pérez-Pérez; Jonathan Schulz; Kimberly Meade-White; Atsushi Okumura; Julie Callison; Beniah Brumbaugh; Victoria A Avanzato; Rebecca Rosenke; Patrick W Hanley; Greg Saturday; Dana Scott; Elizabeth R Fischer; Emmie de Wit
Journal:  Nature       Date:  2020-05-12       Impact factor: 49.962

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  24 in total

1.  Modelling the response to vaccine in non-human primates to define SARS-CoV-2 mechanistic correlates of protection.

Authors:  Romain Marlin; Mélanie Prague; Marie Alexandre; Severin Coleon; Nidhal Kahlaoui; Sylvain Cardinaud; Thibaut Naninck; Benoit Delache; Mathieu Surenaud; Mathilde Galhaut; Nathalie Dereuddre-Bosquet; Mariangela Cavarelli; Pauline Maisonnasse; Mireille Centlivre; Christine Lacabaratz; Aurelie Wiedemann; Sandra Zurawski; Gerard Zurawski; Olivier Schwartz; Rogier W Sanders; Roger Le Grand; Yves Levy; Rodolphe Thiébaut
Journal:  Elife       Date:  2022-07-08       Impact factor: 8.713

Review 2.  Aerosol Transport Modeling: The Key Link Between Lung Infections of Individuals and Populations.

Authors:  Chantal Darquenne; Azadeh A T Borojeni; Mitchel J Colebank; M Gregory Forest; Balázs G Madas; Merryn Tawhai; Yi Jiang
Journal:  Front Physiol       Date:  2022-06-20       Impact factor: 4.755

3.  Modeling explains prolonged SARS-CoV-2 nasal shedding relative to lung shedding in remdesivir-treated rhesus macaques.

Authors:  Ashish Goyal; Elizabeth R Duke; E Fabian Cardozo-Ojeda; Joshua T Schiffer
Journal:  iScience       Date:  2022-05-25

4.  Modeling recapitulates the heterogeneous outcomes of SARS-CoV-2 infection and quantifies the differences in the innate immune and CD8 T-cell responses between patients experiencing mild and severe symptoms.

Authors:  Budhaditya Chatterjee; Harshbir Singh Sandhu; Narendra M Dixit
Journal:  PLoS Pathog       Date:  2022-06-27       Impact factor: 7.464

Review 5.  Advancing therapies for viral infections using mechanistic computational models of the dynamic interplay between the virus and host immune response.

Authors:  Veronika I Zarnitsyna; Juliano Ferrari Gianlupi; Amit Hagar; T J Sego; James A Glazier
Journal:  Curr Opin Virol       Date:  2021-08-24       Impact factor: 7.090

6.  Revisiting the guidelines for ending isolation for COVID-19 patients.

Authors:  Yong Dam Jeong; Keisuke Ejima; Kwang Su Kim; Shoya Iwanami; Ana I Bento; Yasuhisa Fujita; Il Hyo Jung; Kazuyuki Aihara; Koichi Watashi; Taiga Miyazaki; Takaji Wakita; Shingo Iwami; Marco Ajelli
Journal:  Elife       Date:  2021-07-27       Impact factor: 8.140

7.  Identification of a therapeutic interfering particle-A single-dose SARS-CoV-2 antiviral intervention with a high barrier to resistance.

Authors:  Sonali Chaturvedi; Gustavo Vasen; Michael Pablo; Xinyue Chen; Nathan Beutler; Arjun Kumar; Elizabeth Tanner; Sylvia Illouz; Donna Rahgoshay; John Burnett; Leo Holguin; Pei-Yi Chen; Blaise Ndjamen; Melanie Ott; Robert Rodick; Thomas Rogers; Davey M Smith; Leor S Weinberger
Journal:  Cell       Date:  2021-11-10       Impact factor: 41.582

8.  Divergent COVID-19 Disease Trajectories Predicted by a DAMP-Centered Immune Network Model.

Authors:  Judy D Day; Soojin Park; Benjamin L Ranard; Harinder Singh; Carson C Chow; Yoram Vodovotz
Journal:  Front Immunol       Date:  2021-10-28       Impact factor: 7.561

9.  Modeling insights into SARS-CoV-2 respiratory tract infections prior to immune protection.

Authors:  Alexander Chen; Timothy Wessler; Katherine Daftari; Kameryn Hinton; Richard C Boucher; Raymond Pickles; Ronit Freeman; Samuel K Lai; M Gregory Forest
Journal:  Biophys J       Date:  2022-04-02       Impact factor: 3.699

10.  Spatially distributed infection increases viral load in a computational model of SARS-CoV-2 lung infection.

Authors:  Melanie E Moses; Steven Hofmeyr; Judy L Cannon; Akil Andrews; Rebekah Gridley; Monica Hinga; Kirtus Leyba; Abigail Pribisova; Vanessa Surjadidjaja; Humayra Tasnim; Stephanie Forrest
Journal:  PLoS Comput Biol       Date:  2021-12-23       Impact factor: 4.475

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