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首页> 外文期刊>Journal of Theoretical Biology >Understanding hepatitis C viral dynamics with direct-acting antiviral agents due to the interplay between intracellular replication and cellular infection dynamics.
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Understanding hepatitis C viral dynamics with direct-acting antiviral agents due to the interplay between intracellular replication and cellular infection dynamics.

机译:由于细胞内复制和细胞感染动力学之间的相互作用,使用直接作用抗病毒药了解丙型肝炎病毒动力学。

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The current paradigm for modeling viral kinetics and resistance evolution after treatment initiation considers only the level of circulating virus and cellular infection (CI model), while the intra-cellular level is disregarded. This model was successfully used to explain HIV dynamics and Hepatitis C virus (HCV) dynamics during interferon-based therapy. However, in the new era of direct-acting antiviral agents (DAAs) against HCV, viral kinetics is characterized by a more rapid decline of the wild-type virus as well as an early emergence of resistant strains that jeopardize the treatment outcome. Although the CI model can be extended to describe these new kinetic patterns, this approach has qualitative and quantitative limitations. Instead, we suggest that a more appropriate approach would consider viral dynamics at the cell infection level, as done currently, as well as at the intracellular level. Indeed, whereas in HIV integrated DNA serves as a static replication unit and mutations occur only once per infected cell, HCV replication is deeply affected by DAAs and furthermore processes of resistance evolution can occur at the intra-cellular level with a faster time-scale. We propose a comprehensive model of HCV dynamics that considers both extracellular and intracellular levels of infection (ICCI model). Intracellular viral genomic units are used to form replication units, which in turn synthesize genomic units that are packaged and secreted as virions infecting more target cells. Resistance evolution is modeled intra-cellularly, by different genomic- and replication-unit strains with particular relative-fitness and drug sensitivity properties, allowing for a rapid resistance takeover. Using the ICCI model, we show that the rapid decline of wild-type virus results from the ability of DAAs to destabilize the intracellular replication. On the other hand, this ability also favors the rapid emergence, intracellularly, of resistant virus. By considering the interaction between intracellular and extracellular infection we show that resistant virus, able to maintain a high level of intracellular replication, may nevertheless be unable to maintain rapid enough de novo infection rate at the extracellular level. Hence this model predicts that in HCV, and contrary to our experience with HIV, the emergence of productively resistant virus may not systematically prevent from a viral decline in the long-term. Thus, the ICCI model can explain the transient viral rebounds observed with DAA treatment as well as the viral resistance found in most patients with viral relapse at the end of DAA combination therapy.
机译:在治疗开始后,用于建模病毒动力学和耐药性进化的当前范例仅考虑了循环病毒和细胞感染的水平(CI模型),而忽略了细胞内水平。该模型已成功用于解释基于干扰素的治疗过程中的HIV动态和丙型肝炎病毒(HCV)动态。然而,在抗HCV的直接作用抗病毒药物(DAA)的新时代,病毒动力学的特征是野生型病毒的迅速下降以及抗药性菌株的早期出现,这些菌株危及治疗效果。尽管可以扩展CI模型来描述这些新的动力学模式,但这种方法在定性和定量方面都有局限性。取而代之的是,我们建议一种更合适的方法应像目前一样在细胞感染水平以及细胞内水平考虑病毒动力学。确实,尽管在HIV中整合的DNA充当静态复制单位,并且每个感染的细胞仅发生一次突变,但HCV复制受DAA的影响很大,此外,耐药性进化的过程可以在细胞内水平上以更快的时间发生。我们提出了一个综合的HCV动态模型,该模型考虑了细胞外和细胞内感染水平(ICCI模型)。细胞内病毒基因组单元用于形成复制单元,复制单元依次合成被包装并作为病毒体感染并感染更多靶细胞的基因组单元。通过具有特定相对适应性和药物敏感性的不同基因组和复制单位菌株在细胞内模拟耐药性进化,从而实现快速的耐药性接管。使用ICCI模型,我们表明野生型病毒的快速下降是由于DAA破坏细胞内复制的能力所致。另一方面,这种能力也有利于抗性病毒在细胞内的快速出现。通过考虑细胞内和细胞外感染之间的相互作用,我们表明能够维持高水平细胞内复制的抗性病毒可能仍无法在细胞外水平上维持足够迅速的从头感染率。因此,该模型预测,在HCV中,与我们对HIV的经验相反,生产性抗药性病毒的出现可能无法长期系统地阻止病毒的下降。因此,ICCI模型可以解释DAA治疗后观察到的短暂病毒反弹以及DAA联合治疗结束时在大多数病毒复发患者中发现的病毒耐药性。

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