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Matsuura K, Yamaura M, Sakawaki H, Himeno A, Pisil Y, Kobayakawa T, Tsuji K, Tamamura H, Matsushita S, Miura T. Sensitivity to a CD4 mimic of a consensus clone of monkey-adapted CCR5-tropic SHIV-MK38C. Virology 2023; 578:171-179. [PMID: 36580864 DOI: 10.1016/j.virol.2022.12.004] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/20/2022] [Accepted: 12/07/2022] [Indexed: 12/24/2022]
Abstract
By acclimatizing CCR5-tropic tier 1B SHIV-MK1 to rhesus monkeys, a tier 2 SHIV-MK38 strain with neutralization resistance and high replication ability was generated. In this study, we generated SHIV-MK38C, a monkey-infectious consensus molecular clone of SHIV-MK38. Analysis using pseudotype viruses showed that MK38C was tier 1C because it lacked the N169D mutation, which is the most important mutation for neutralization resistance. MK38C harboring the N169D mutation became tier 2. However, the replication ability of SHIV-MK38C with N169D was low; more than 17 weeks elapsed before its detection in monkeys. Tier 1C MK38C was sensitive to a CD4 mimic. Therefore, SHIV-MK38C could be used to evaluate CD4 mimics in vivo.
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Affiliation(s)
- Kanako Matsuura
- Institute for Life and Medical Sciences, Kyoto University, 53 Shogoin Kawahara-cho, Sakyo-ku, Kyoto, 606-8507, Japan
| | - Mizuki Yamaura
- Institute for Life and Medical Sciences, Kyoto University, 53 Shogoin Kawahara-cho, Sakyo-ku, Kyoto, 606-8507, Japan
| | - Hiromi Sakawaki
- Institute for Life and Medical Sciences, Kyoto University, 53 Shogoin Kawahara-cho, Sakyo-ku, Kyoto, 606-8507, Japan
| | - Ai Himeno
- Institute for Life and Medical Sciences, Kyoto University, 53 Shogoin Kawahara-cho, Sakyo-ku, Kyoto, 606-8507, Japan
| | - Yalcin Pisil
- Institute for Life and Medical Sciences, Kyoto University, 53 Shogoin Kawahara-cho, Sakyo-ku, Kyoto, 606-8507, Japan
| | - Takuya Kobayakawa
- Department of Medicinal Chemistry, Institute of Biomaterials and Bioengineering, Tokyo Medical and Dental University (TMDU), 2-3-10 Kanda-Surugadai, Chiyoda-ku, Tokyo, 101-0062, Japan
| | - Kohei Tsuji
- Department of Medicinal Chemistry, Institute of Biomaterials and Bioengineering, Tokyo Medical and Dental University (TMDU), 2-3-10 Kanda-Surugadai, Chiyoda-ku, Tokyo, 101-0062, Japan
| | - Hirokazu Tamamura
- Department of Medicinal Chemistry, Institute of Biomaterials and Bioengineering, Tokyo Medical and Dental University (TMDU), 2-3-10 Kanda-Surugadai, Chiyoda-ku, Tokyo, 101-0062, Japan
| | - Shuzo Matsushita
- Division of Clinical Retrovirology, Joint Research Center for Human Retrovirus Infection, Kumamoto University, 2-2-1 Honjo, Chuo-ku, Kumamoto, 860-0811, Japan
| | - Tomoyuki Miura
- Institute for Life and Medical Sciences, Kyoto University, 53 Shogoin Kawahara-cho, Sakyo-ku, Kyoto, 606-8507, Japan.
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Oda T, Kim KS, Fujita Y, Ito Y, Miura T, Iwami S. Quantifying antiviral effects against simian/human immunodeficiency virus induced by host immune response. J Theor Biol 2020; 509:110493. [PMID: 32956668 DOI: 10.1016/j.jtbi.2020.110493] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/29/2020] [Revised: 09/09/2020] [Accepted: 09/12/2020] [Indexed: 10/23/2022]
Abstract
Chimeric simian and human immunodeficiency viruses (SHIVs) are appropriate animal models for the human immunodeficiency virus (HIV) because HIV has quite a narrow host range. Additionally, SHIVs that encode the HIV-1 Env protein and are infectious to macaques have many strains that show different pathogenesis, such as the highly pathogenic SHIV-KS661 and the less pathogenic SHIV-#64. Therefore, we used SHIVs to understand different aspects of AIDS pathogenesis. In a previous study, we established a mathematical model of in vivo early SHIV infection dynamics, which revealed the expected uninfected and infected dynamics in Rhesus macaques. In concrete, the number of uninfected CD4+ T cells in SHIV-KS661-infected Rhesus macaques decreased more significantly and rapidly than that of SHIV-#64 Rhesus macaques, and these Rhesus macaques did not any induce host immune response. In contrast, the number of uninfected CD4+ T cells in SHIV-#64-infected Rhesus macaques is maintained, and host immune response developed. Although we considered that the peak viral load might determine whether systemic CD4+ T cell depletion occurs or host immune responses develop, we could not investigate this because our model quantified only SHIV infection prior to the development of the pathogenicity or host immune responses. Therefore, we developed a new mathematical model to investigate why SHIV-#64 and SHIV-KS661 showed different long-term viral dynamics. We fitted our new model considering antibody responses to our experimental datasets that included antibody titers, CD4+ T cells, and viral load data. We performed a maximum likelihood estimation using a non-linear mixed effect model. From the results, we derived the basic reproduction numbers of SHIV-#64 and SHIV-KS661 from intravenous infection (IV) and SHIV-KS661 from intrarectal infection (IR), as well as the antiviral effects of antibodies against SHIV-#64(IV) and SHIV-KS661(IR). We found significant differences between the basic reproduction number of SHIV-#64(IV) or -KS661(IR) and that of SHIV-KS661(IV). We found no clear difference between the antiviral effects of SHIV-#64(IV) and SHIV-KS661(IR), and revealed that an antiviral effect more than 90% of that of maximum antibody responses was induced from initial antibody responses (i.e., antibody response just after its inducement). In conclusion, we found that the basic reproduction number, rather than SHIV strains determines whether systemic CD4+ T cell depletion develops, and the subsequent antibody responses occurs.
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Affiliation(s)
- Takafumi Oda
- Department of Biology, Faculty of Sciences, Kyushu University, Fukuoka 819-0395, Japan
| | - Kwang Su Kim
- Department of Biology, Faculty of Sciences, Kyushu University, Fukuoka 819-0395, Japan
| | - Yasuhisa Fujita
- Department of Biology, Faculty of Sciences, Kyushu University, Fukuoka 819-0395, Japan
| | - Yusuke Ito
- Department of Biology, Faculty of Sciences, Kyushu University, Fukuoka 819-0395, Japan
| | - Tomoyuki Miura
- Institute for Frontier Life and Medical Sciences, Kyoto University, Kyoto 606-8507, Japan.
| | - Shingo Iwami
- Department of Biology, Faculty of Sciences, Kyushu University, Fukuoka 819-0395, Japan; MIRAI, JST, Saitama 332-0012, Japan; Institute for the Advanced Study of Human Biology (ASHBi), Kyoto University, Kyoto 606-8501, Japan; NEXT-Ganken Program, Japanese Foundation for Cancer Research (JFCR), Tokyo 135-8550, Japan; Science Groove Inc., Fukuoka 810-0041, Japan.
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Hara A, Iwanami S, Ito Y, Miura T, Nakaoka S, Iwami S. Revealing uninfected and infected target cell dynamics from peripheral blood data in highly and less pathogenic simian/human immunodeficiency virus infected Rhesus macaque. J Theor Biol 2019; 479:29-36. [PMID: 31299334 DOI: 10.1016/j.jtbi.2019.07.005] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.2] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/07/2019] [Revised: 06/02/2019] [Accepted: 07/08/2019] [Indexed: 10/26/2022]
Abstract
Since chimeric simian and human immunodeficiency viruses (SHIVs) used here, that is, SHIV-#64 and -KS661 utilize both CCR5 and CXCR4 chemokine receptors, they have broad target cell properties. A highly pathogenic SHIV strain, SHIV-KS661, causes an infection that systemically depletes the CD4+ T cells of Rhesus macaques, while a less pathogenic strain, SHIV-#64, does not cause severe symptoms in the macaques. In our previous studies, we established in vitro quantification system for virus infection dynamics, and concluded that SHIV-KS661 effectively produces infectious virions compared with SHIV-#64 in the HSC-F cell culture. However, in vivo dynamics of SHIV infection have not been well understood. To quantify SHIV-#64 and -KS661 infection dynamics in Rhesus macaques, we developed a novel approach and analyzed total CD4+ T cells and viral load in peripheral blood, and reproduced the expected dynamics for the uninfected and infected CD4+ T cells in silico. Using our previous cell culture experimental datasets, we revealed that an infection rate constant is different between SHIV-#64 and -KS661, but the viral production rate and the death rate are similar for the both strains. Thus, here, we assumed these relations in our in vivo data and carried out the data fitting. We performed Bayesian estimation for the whole dataset using MCMC sampling, and simultaneously fitted our novel model to total CD4+ T cells and viral load of SHIV-#64 and -KS661 infection. Our analyses explained that the Malthusian parameter (i.e., fitness of virus infection) and the basic reproduction number (i.e., potential of virus infection) for SHIV-KS661 are significantly higher than those of SHIV-#64. In addition, we demonstrated that the number of uninfected CD4+ T cells in SHIV-KS661 infected Rhesus macaques decreases to the significantly lower value than that before the inoculation several days earlier compared with SHIV-#64 infection. Taken together, the differences between SHIV-#64 and -KS661 infection before the peak viral load might determine the subsequent destiny, that is, whether the systemic CD4+ T cell depletion occurs or the host immune response develop.
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Affiliation(s)
- Akane Hara
- Department of Biology, Kyushu University, Nishi-ku, Fukuoka, Japan
| | - Shoya Iwanami
- Department of Biology, Kyushu University, Nishi-ku, Fukuoka, Japan
| | - Yusuke Ito
- Department of Biology, Kyushu University, Nishi-ku, Fukuoka, Japan
| | - Tomoyuki Miura
- Institute for Frontier Life and Medical Sciences, Kyoto University, Kyoto, Kyoto, Japan.
| | - Shinji Nakaoka
- Faculty of Advanced Life Science, Hokkaido University, Sapporo, Hokkaido, Japan; PRESTO, JST, Kawaguchi, Saitama, Japan
| | - Shingo Iwami
- Department of Biology, Kyushu University, Nishi-ku, Fukuoka, Japan; MIRAI, JST, Kawaguchi, Saitama, Japan; CREST, JST, Kawaguchi, Saitama, Japan.
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Induction of neutralizing antibodies against tier 2 human immunodeficiency virus 1 in rhesus macaques infected with tier 1B simian/human immunodeficiency virus. Arch Virol 2019; 164:1297-1308. [PMID: 30820667 PMCID: PMC6469619 DOI: 10.1007/s00705-019-04173-5] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/07/2018] [Accepted: 01/17/2019] [Indexed: 11/21/2022]
Abstract
We previously developed CCR5-tropic neutralization-resistant simian/human immunodeficiency virus (SHIV) strains and a rhesus macaque model of infection with these SHIVs. We induced the production of neutralizing antibodies (nAbs) against HIV-1 by infecting rhesus macaques with different neutralization-resistant SHIV strains. First, SHIV-MK1 (MK1) (neutralization susceptible, tier 1B) with CCR5 tropism was generated from SHIV-KS661 using CXCR4 as the main co-receptor. nAbs against parental-lineage and heterologous tier 2 viruses were induced by tier 1B virus (MK1) infection of the rhesus macaque MM482. We analyzed viral resistance to neutralization over time in MM482 and observed that the infecting virus mutated from tier 1B to tier 2 at 36 weeks postinfection (wpi). In addition, an analysis of mutations showed that N169D, K187E, S190N, S239, T459N (T459D at 91 wpi), and V842A mutations were present after 36 wpi. This led to the appearance of neutralization-resistant viral clones. In addition, MK1 was passaged in three rhesus macaques to generate neutralization-resistant SHIV-MK38 (MK38) (tier 2). We evaluated nAb production by rhesus macaques infected with SHIV-MK38 #818 (#818) (tier 2), a molecular clone of MK38. Neutralization of the parental lineage was induced earlier than in macaques infected with tier 1B virus, and neutralization activity against heterologous tier 2 virus was beginning to develop. Therefore, CCR5-tropic neutralization-resistant SHIV-infected rhesus macaques may be useful models of anti-HIV-1 nAb production and will facilitate the development of a vaccine that elicits nAbs against HIV-1.
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Okamura T, Tsujimura Y, Soma S, Takahashi I, Matsuo K, Yasutomi Y. Simian immunodeficiency virus SIVmac239 infection and simian human immunodeficiency virus SHIV89.6P infection result in progression to AIDS in cynomolgus macaques of Asian origin. J Gen Virol 2016; 97:3413-3426. [PMID: 27902330 DOI: 10.1099/jgv.0.000641] [Citation(s) in RCA: 6] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/09/2023] Open
Abstract
Simian immunodeficiency virus (SIV) infection models in cynomolgus macaques are important for analysis of the pathogenesis of immunodeficiency virus and for studies on the efficacy of new vaccine candidates. However, very little is known about the pathogenesis of SIV or simian human immunodeficiency virus (SHIV) in cynomolgus macaques from different Asian countries. In the present study, we analysed the infectivity and pathogenicity of CCR5-tropic SIVmac and those of dual-tropic SHIV89.6P inoculated into cynomolgus macaques in Indonesian, Malaysian or Philippine origin. The plasma viral loads in macaques infected with either SIVmac239 or SHIV89.6P were maintained at high levels. CD4+ T cell levels in macaques infected with SIVmac239 gradually decreased. All of the macaques infected with SHIV89.6P showed greatly reduced CD4+ T-cell numbers within 6 weeks of infection. Eight of the 11 macaques infected with SIVmac239 were killed due to AIDS symptoms after 2-4.5 years, while four of the five macaques infected with SHIV89.6P were killed due to AIDS symptoms after 1-3.5 years. We also analysed cynomolgus macaques infected intrarectally with repeated low, medium or high doses of SIVmac239, SIVmac251 or SHIV89.6P. Infection was confirmed by quantitative RT-PCR at more than 5000, 300 and 500 TCID50 for SIVmac239, SIVmac251 and SHIV89.6P, respectively. The present study indicates that cynomolgus macaques of Asian origin are highly susceptible to SIVmac and SHIV infection by both intravenous and mucosal routes. These models will be useful for studies on virus pathogenesis, vaccination and therapeutics against human immunodeficiency virus/AIDS.
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Affiliation(s)
- Tomotaka Okamura
- Laboratory of Immunoregulation and Vaccine Research, Tsukuba Primate Research Center, National Institutes of Biomedical Innovation, Health and Nutrition, Tsukuba, Ibaraki 305-0843, Japan
| | - Yusuke Tsujimura
- Laboratory of Immunoregulation and Vaccine Research, Tsukuba Primate Research Center, National Institutes of Biomedical Innovation, Health and Nutrition, Tsukuba, Ibaraki 305-0843, Japan
| | - Shogo Soma
- Laboratory of Immunoregulation and Vaccine Research, Tsukuba Primate Research Center, National Institutes of Biomedical Innovation, Health and Nutrition, Tsukuba, Ibaraki 305-0843, Japan.,Division of Immunoregulation, Department of Molecular and Experimental Medicine, Mie University Graduate School of Medicine, Tsu, Mie 514-8507, Japan
| | - Ichiro Takahashi
- Laboratory of Immunoregulation and Vaccine Research, Tsukuba Primate Research Center, National Institutes of Biomedical Innovation, Health and Nutrition, Tsukuba, Ibaraki 305-0843, Japan
| | - Kazuhiro Matsuo
- Research and Development Department, Japan BCG Laboratory, Kiyose, Tokyo 204-0022, Japan
| | - Yasuhiro Yasutomi
- Laboratory of Immunoregulation and Vaccine Research, Tsukuba Primate Research Center, National Institutes of Biomedical Innovation, Health and Nutrition, Tsukuba, Ibaraki 305-0843, Japan.,Division of Immunoregulation, Department of Molecular and Experimental Medicine, Mie University Graduate School of Medicine, Tsu, Mie 514-8507, Japan
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Ishida Y, Yoneda M, Otsuki H, Watanabe Y, Kato F, Matsuura K, Kikukawa M, Matsushita S, Hishiki T, Igarashi T, Miura T. Generation of a neutralization-resistant CCR5 tropic simian/human immunodeficiency virus (SHIV-MK38) molecular clone, a derivative of SHIV-89.6. J Gen Virol 2016; 97:1249-1260. [PMID: 26850058 DOI: 10.1099/jgv.0.000421] [Citation(s) in RCA: 12] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/26/2023] Open
Abstract
Previously, we reported that a new genetically diverse CCR5 (R5) tropic simian/human immunodeficiency virus (SHIV-MK38) adapted to rhesus monkeys became more neutralization resistant to SHIV-infected plasma than did the parental SHIV-KS661 clone. Here, to clarify the significance of the neutralization-resistant phenotype of SHIV in a macaque model, we initially investigated the precise neutralization phenotype of the SHIVs, including SHIV-MK38 molecular clones, using SHIV-MK38-infected plasma, a pooled plasma of human immunodeficiency virus (HIV)-infected individuals, soluble CD4 and anti-HIV-1 neutralizing mAbs, the epitopes of which were known. The results show that SHIV-KS661 had tier 1 neutralization sensitivity, but monkey-adapted R5 tropic SHIV-MK38 acquired neutralization resistance similar to that of tier 2 or 3 as a clone virus. Sequence analysis of the env gene suggested that the neutralization-resistant phenotype of SHIV-MK38 was acquired by conformational changes in Env associated with the net charge and potential N-linked glycosylation sites. To examine the relationship between neutralization phenotype and stably persistent infection in monkeys, we performed in vivo rectal inoculation experiments using a SHIV-MK38 molecular clone. The results showed that one of three rhesus monkeys exhibited durable infection with a plasma viral load of 105 copies ml- 1 despite the high antibody responses that occurred in the host. Whilst further improvements are required in the development of a challenge virus, it will be useful to generate a neutralization-resistant R5 tropic molecular clone of the SHIV-89.6 lineage commonly used for vaccine development - a result that can be used to explore the foundation of AIDS pathogenesis.
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Affiliation(s)
- Yuki Ishida
- Laboratory of Primate Model, Experimental Research Center for Infectious Diseases, Institute for Virus Research,Kyoto University, 53 Shogoinkawaharacho, Sakyo-ku, Kyoto 606-8507,Japan
| | - Mai Yoneda
- Laboratory of Primate Model, Experimental Research Center for Infectious Diseases, Institute for Virus Research,Kyoto University, 53 Shogoinkawaharacho, Sakyo-ku, Kyoto 606-8507,Japan
| | - Hiroyuki Otsuki
- Laboratory of Primate Model, Experimental Research Center for Infectious Diseases, Institute for Virus Research,Kyoto University, 53 Shogoinkawaharacho, Sakyo-ku, Kyoto 606-8507,Japan
| | - Yuji Watanabe
- Laboratory of Primate Model, Experimental Research Center for Infectious Diseases, Institute for Virus Research,Kyoto University, 53 Shogoinkawaharacho, Sakyo-ku, Kyoto 606-8507,Japan
| | - Fumihiro Kato
- Laboratory of Primate Model, Experimental Research Center for Infectious Diseases, Institute for Virus Research,Kyoto University, 53 Shogoinkawaharacho, Sakyo-ku, Kyoto 606-8507,Japan
| | - Kanako Matsuura
- Laboratory of Primate Model, Experimental Research Center for Infectious Diseases, Institute for Virus Research,Kyoto University, 53 Shogoinkawaharacho, Sakyo-ku, Kyoto 606-8507,Japan
| | - Minako Kikukawa
- Laboratory of Primate Model, Experimental Research Center for Infectious Diseases, Institute for Virus Research,Kyoto University, 53 Shogoinkawaharacho, Sakyo-ku, Kyoto 606-8507,Japan
| | - Shuzo Matsushita
- Division of Clinical Retrovirology and Infectious Diseases, Center for AIDS Research,Kumamoto University, Kumamoto 860-0811,Japan
| | - Takayuki Hishiki
- Laboratory of Primate Model, Experimental Research Center for Infectious Diseases, Institute for Virus Research,Kyoto University, 53 Shogoinkawaharacho, Sakyo-ku, Kyoto 606-8507,Japan
| | - Tatsuhiko Igarashi
- Laboratory of Primate Model, Experimental Research Center for Infectious Diseases, Institute for Virus Research,Kyoto University, 53 Shogoinkawaharacho, Sakyo-ku, Kyoto 606-8507,Japan
| | - Tomoyuki Miura
- Laboratory of Primate Model, Experimental Research Center for Infectious Diseases, Institute for Virus Research,Kyoto University, 53 Shogoinkawaharacho, Sakyo-ku, Kyoto 606-8507,Japan
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Iwami S, Holder BP, Beauchemin CAA, Morita S, Tada T, Sato K, Igarashi T, Miura T. Quantification system for the viral dynamics of a highly pathogenic simian/human immunodeficiency virus based on an in vitro experiment and a mathematical model. Retrovirology 2012; 9:18. [PMID: 22364292 PMCID: PMC3305505 DOI: 10.1186/1742-4690-9-18] [Citation(s) in RCA: 31] [Impact Index Per Article: 2.6] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/07/2011] [Accepted: 02/25/2012] [Indexed: 01/15/2023] Open
Abstract
Background Developing a quantitative understanding of viral kinetics is useful for determining the pathogenesis and transmissibility of the virus, predicting the course of disease, and evaluating the effects of antiviral therapy. The availability of data in clinical, animal, and cell culture studies, however, has been quite limited. Many studies of virus infection kinetics have been based solely on measures of total or infectious virus count. Here, we introduce a new mathematical model which tracks both infectious and total viral load, as well as the fraction of infected and uninfected cells within a cell culture, and apply it to analyze time-course data of an SHIV infection in vitro. Results We infected HSC-F cells with SHIV-KS661 and measured the concentration of Nef-negative (target) and Nef-positive (infected) HSC-F cells, the total viral load, and the infectious viral load daily for nine days. The experiments were repeated at four different MOIs, and the model was fitted to the full dataset simultaneously. Our analysis allowed us to extract an infected cell half-life of 14.1 h, a half-life of SHIV-KS661 infectiousness of 17.9 h, a virus burst size of 22.1 thousand RNA copies or 0.19 TCID50, and a basic reproductive number of 62.8. Furthermore, we calculated that SHIV-KS661 virus-infected cells produce at least 1 infectious virion for every 350 virions produced. Conclusions Our method, combining in vitro experiments and a mathematical model, provides detailed quantitative insights into the kinetics of the SHIV infection which could be used to significantly improve the understanding of SHIV and HIV-1 pathogenesis. The method could also be applied to other viral infections and used to improve the in vitro determination of the effect and efficacy of antiviral compounds.
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Affiliation(s)
- Shingo Iwami
- Precursory Research for Embryonic Science and Technology (PRESTO), Japan Science and Technology Agency (JST), Kawaguchi, Saitama 332-0012, Japan.
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