Zika plasma viral dynamics in nonhuman primates provides insights into early infection and antiviral strategies

被引:71
作者
Best, Katharine [1 ]
Guedj, Jeremie [2 ]
Madelain, Vincent [2 ]
de Lamballerie, Xavier [3 ,4 ]
Lim, So-Yon [5 ]
Osuna, Christa E. [5 ]
Whitney, James B. [5 ,6 ]
Perelson, Alan S. [1 ]
机构
[1] Los Alamos Natl Lab, Theoret Biol & Biophys, Los Alamos, NM 87545 USA
[2] Univ Paris Diderot, Sorbonne Paris Cite, INSERM, UMR 1137,Infect,Antimicrobials,Modelling,Evolut, F-75018 Paris, France
[3] Aix Marseille Univ, Inst Rech Dev 190, Ecole Hautes Etud Sante Publ, INSERM 1207,UMR Emergence Pathol Virales, F-13385 Marseille, France
[4] Inst Hosp Univ Mediterranee Infect, UMR Emergence Pathol Virales, F-13385 Marseille, France
[5] Harvard Med Sch, Beth Israel Deaconess Med Ctr, Ctr Virol & Vaccine Res, Boston, MA 02215 USA
[6] Ragon Inst MGH MIT & Harvard, Cambridge, MA 02139 USA
关键词
Zika virus; mathematical modeling; viral dynamics; antiviral therapy; A VIRUS-INFECTION; MODEL SELECTION; CELL TROPISM; RHESUS; TRANSMISSION; KINETICS; EFFICACY; TRAVELERS; EPIDEMIC; OUTBREAK;
D O I
10.1073/pnas.1704011114
中图分类号
O [数理科学和化学]; P [天文学、地球科学]; Q [生物科学]; N [自然科学总论];
学科分类号
07 ; 0710 ; 09 ;
摘要
The recent outbreak of Zika virus (ZIKV) has been associated with fetal abnormalities and neurological complications, prompting global concern. Here we present a mathematical analysis of the within-host dynamics of plasma ZIKV burden in a nonhuman primate model, allowing for characterization of the growth and clearance of ZIKV within individual macaques. We estimate that the eclipse phase for ZIKV, the time between cell infection and viral production, is most likely short (similar to 4 h), the median within-host basic reproductive number R-0 is 10.7, the rate of viral production is rapid (> 25,000 virions d-1), and the lifetime of an infected cell while producing virus is similar to 5 h. We also estimate that the minimum number of virions produced by an infected cell over its lifetime is similar to 5,500. We assess the potential effect of an antiviral treatment that blocks viral replication, showing that the median time to undetectable plasma viral load (VL) can be reduced from similar to 5 d to similar to 3 d with a drug concentration similar to 15 times the drug's EC50 when treatment is given prophylactically starting at the time of infection. In the case of favipiravir, a polymerase inhibitor with activity against ZIKV, we predict a dose of 150 mg/kg given twice a day initiated at the time of infection can reduce the peak median VL by similar to 3 logs and shorten the time to undetectable median VL by similar to 2 d, whereas treatment given 2 d postinfection is mostly ineffective in accelerating plasma VL loss in macaques.
引用
收藏
页码:8847 / 8852
页数:6
相关论文
共 66 条
[41]   Zika virus in semen and spermatozoa [J].
Mansuy, Jean Michel ;
Suberbielle, Elsa ;
Chapuy-Regaud, Sabine ;
Mengelle, Catherine ;
Bujan, Louis ;
Marchou, Bruno ;
Delobel, Pierre ;
Gonzalez-Dunia, Daniel ;
Malnou, Cecile E. ;
Izopet, Jacques ;
Martin-Blondel, Guillaume .
LANCET INFECTIOUS DISEASES, 2016, 16 (10) :1106-1107
[42]   Zika Virus Infection Among US Pregnant Travelers - August 2015-February 2016 [J].
Meaney-Delman, Dana ;
Hills, Susan L. ;
Williams, Charnetta ;
Galang, Romeo R. ;
Iyengar, Preetha ;
Hennenfent, Andrew K. ;
Rabe, Ingrid B. ;
Panella, Amanda ;
Oduyebo, Titilope ;
Honein, Margaret A. ;
Zaki, Sherif ;
Lindsey, Nicole ;
Lehman, Jennifer A. ;
Kwit, Natalie ;
Bertolli, Jeanne ;
Ellington, Sascha ;
Igbinosa, Irogue ;
Minta, Anna A. ;
Petersen, Emily E. ;
Mead, Paul ;
Rasmussen, Sonja A. ;
Jamieson, Denise J. .
MMWR-MORBIDITY AND MORTALITY WEEKLY REPORT, 2016, 65 (08) :211-214
[43]  
Mullen KM, 2011, J STAT SOFTW, V40, P1
[44]   Hepatitis C viral dynamics in vivo and the antiviral efficacy of interferon-α therapy [J].
Neumann, AU ;
Lam, NP ;
Dahari, H ;
Gretch, DR ;
Wiley, TE ;
Layden, TJ ;
Perelson, AS .
SCIENCE, 1998, 282 (5386) :103-107
[45]   Prolonged Shedding of Zika Virus Associated with Congenital Infection [J].
Oliveira, Danielle B. L. ;
Almeida, Flavia J. ;
Durigon, Edison L. .
NEW ENGLAND JOURNAL OF MEDICINE, 2016, 375 (12) :1202-1204
[46]   Zika viral dynamics and shedding in rhesus and cynomolgus macaques [J].
Osuna, Christa E. ;
Lim, So-Yon ;
Deleage, Claire ;
Griffin, Bryan D. ;
Stein, Derek ;
Schroeder, Lukas T. ;
Omange, Robert Were ;
Best, Katharine ;
Luo, Ma ;
Hraber, Peter T. ;
Andersen-Elyard, Hanne ;
Ojeda, Erwing Fabian Cardozo ;
Huang, Scott ;
Vanlandingham, Dana L. ;
Higgs, Stephen ;
Perelson, Alan S. ;
Estes, Jacob D. ;
Safronetz, David ;
Lewis, Mark G. ;
Whitney, James B. .
NATURE MEDICINE, 2016, 22 (12) :1448-+
[47]   Modelling hepatitis C therapy-predicting effects of treatment [J].
Perelson, Alan S. ;
Guedj, Jeremie .
NATURE REVIEWS GASTROENTEROLOGY & HEPATOLOGY, 2015, 12 (08) :437-445
[48]   Modelling viral and immune system dynamics [J].
Perelson, AS .
NATURE REVIEWS IMMUNOLOGY, 2002, 2 (01) :28-36
[49]  
Pinheiro J. C., 2009, Mixed-Effects Models in S and S-PLUS, DOI DOI 10.1007/BF01313644
[50]   Zika Virus Infects Human Placental Macrophages [J].
Quicke, Kendra M. ;
Bowen, James R. ;
Johnson, Erica L. ;
McDonald, Circe E. ;
Ma, Huailiang ;
O'Neal, Justin T. ;
Rajakumar, Augustine ;
Wrammert, Jens ;
Rimawi, Bassam H. ;
Pulendran, Bali ;
Schinazi, Raymond F. ;
Chakraborty, Rana ;
Suthar, Mehul S. .
CELL HOST & MICROBE, 2016, 20 (01) :83-90