Goyal Ashish, Lurie Yoav, Meissner Eric G, Major Marian, Sansone Natasha, Uprichard Susan L, Cotler Scott J, Dahari Harel
The Program for Experimental and Theoretical Modeling, Division of Hepatology, Department of Medicine, Loyola University Medical Center, Maywood, IL, United States; Theoretical Biology & Biophysics Group, Los Alamos National Laboratory, Los Alamos, NM, United States.
Liver Unit, Digestive Disease Institute, Sha'are Zedek Medical Center, Jerusalem, Israel.
Antiviral Res. 2017 Aug;144:281-285. doi: 10.1016/j.antiviral.2017.06.019. Epub 2017 Jun 30.
Cases of sustained-virological response (SVR or cure) after an ultra-short duration (≤27 days) of direct-acting antiviral (DAA)-based therapy, despite HCV being detected at end of treatment (EOT), have been reported. Established HCV mathematical models that predict the treatment duration required to achieve cure do not take into account the possibility that the infectivity of virus produced during treatment might be reduced. The aim of this study was to develop a new mathematical model that considers the fundamental and critical concept that HCV RNA in serum represents both infectious virus (V) and non-infectious virus (V) in order to explain the observation of cure with ultrashort DAA therapy.
Established HCV models were compared to the new mathematical model to retrospectively explain cure in 2 patients who achieved cure after 24 or 27 days of paritaprevir, ombitasvir, dasabuvir, ritonavir and ribavirin or sofosbuvir plus ribavirin, respectively.
Fitting established models with measured longitudinal HCV viral loads indicated that in both cases, cure would not have been expected without an additional 3-6 weeks of therapy after the actual EOT. In contrast, the new model fits the observed outcome by considering that in addition to blocking V and V production (ε∼0.998), these DAA + ribavirin treatments further enhanced the ratio of V to V, thus increasing the log (V/V) from 1 at pretreatment to 6 by EOT, which led to <1 infectious-virus particle in the extracellular body fluid (i.e., cure) prior to EOT.
This new model can explain cure after short duration of DAA + ribavirin therapy by suggesting that a minimum 6-fold increase of log (V/V) results from drug-induced enhancement of the V/V.
有报道称,尽管在治疗结束时检测到丙型肝炎病毒(HCV),但基于直接抗病毒药物(DAA)的超短疗程(≤27天)治疗后出现持续病毒学应答(SVR或治愈)的病例。已建立的预测实现治愈所需治疗疗程的HCV数学模型未考虑治疗期间产生的病毒传染性可能降低的可能性。本研究的目的是开发一种新的数学模型,该模型考虑血清中的HCV RNA代表传染性病毒(V)和非传染性病毒(V)这一基本且关键的概念,以解释超短疗程DAA治疗后的治愈现象。
将已建立的HCV模型与新的数学模型进行比较,以回顾性解释分别在接受帕利瑞韦、奥比他韦、达沙布韦、利托那韦和利巴韦林或索磷布韦加利巴韦林治疗24天或27天后实现治愈的2例患者的治愈情况。
用测得的纵向HCV病毒载量拟合已建立的模型表明,在这两种情况下,如果在实际治疗结束后不额外进行3 - 6周的治疗,预计不会实现治愈。相比之下,新模型通过考虑以下因素来拟合观察到的结果:除了阻断V和V的产生(ε∼0.998)外,这些DAA加利巴韦林治疗进一步提高了V与V的比例,从而使log(V/V)从治疗前的1增加到治疗结束时的6,这导致在治疗结束前细胞外体液中传染性病毒颗粒<1(即治愈)。
这个新模型可以解释DAA加利巴韦林短疗程治疗后的治愈情况,表明药物诱导的V/V增加导致log(V/V)至少增加6倍。