Antiretroviral dynamics determines HIV evolution and predicts therapy outcome

被引:128
作者
Rosenbloom, Daniel I. S. [3 ]
Hill, Alison L. [3 ,4 ,5 ]
Rabi, S. Alireza [1 ]
Siliciano, Robert F. [1 ,2 ]
Nowak, Martin A. [3 ]
机构
[1] Johns Hopkins Univ, Sch Med, Dept Med, Baltimore, MD 21205 USA
[2] Johns Hopkins Univ, Sch Med, Howard Hughes Med Inst, Baltimore, MD 21205 USA
[3] Harvard Univ, Dept Math, Dept Organism & Evolutionary Biol, Program Evolutionary Dynam, Cambridge, MA 02138 USA
[4] Harvard Univ, Biophys Program, Cambridge, MA 02138 USA
[5] Harvard Univ, Harvard MIT Div Hlth Sci & Technol, Cambridge, MA 02138 USA
基金
比尔及梅琳达.盖茨基金会; 美国国家科学基金会; 加拿大自然科学与工程研究理事会; 美国国家卫生研究院;
关键词
HUMAN-IMMUNODEFICIENCY-VIRUS; MUTANT SELECTION WINDOW; REVERSE-TRANSCRIPTASE INHIBITORS; RESPONSE CURVE SLOPE; DRUG-RESISTANCE; HIV-1-INFECTED PATIENTS; VIROLOGICAL FAILURE; ANTIVIRAL THERAPY; ADHERENCE; PROTEASE;
D O I
10.1038/nm.2892
中图分类号
Q5 [生物化学]; Q7 [分子生物学];
学科分类号
071010 ; 081704 ;
摘要
Despite the high inhibition of viral replication achieved by current anti-HIV drugs, many patients fail treatment, often with emergence of drug-resistant virus. Clinical observations show that the relationship between adherence and likelihood of resistance differs dramatically among drug classes. We developed a mathematical model that explains these observations and predicts treatment outcomes. Our model incorporates drug properties, fitness differences between susceptible and resistant strains, mutations and adherence. We show that antiviral activity falls quickly for drugs with sharp dose-response curves and short half-lives, such as boosted protease inhibitors, limiting the time during which resistance can be selected for. We find that poor adherence to such drugs causes treatment failure via growth of susceptible virus, explaining puzzling clinical observations. Furthermore, our model predicts that certain single-pill combination therapies can prevent resistance regardless of patient adherence. Our approach represents a first step for simulating clinical trials of untested anti-HIV regimens and may help in the selection of new drug regimens for investigation.
引用
收藏
页码:1378 / +
页数:9
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