Yang Wan-Lin, Kouyos Roger D, Böni Jürg, Yerly Sabine, Klimkait Thomas, Aubert Vincent, Scherrer Alexandra U, Shilaih Mohaned, Hinkley Trevor, Petropoulos Christos, Bonhoeffer Sebastian, Günthard Huldrych F
Division of Infectious Diseases and Hospital Epidemiology, University Hospital Zurich, University of Zurich, Zurich, Switzerland; Institute of Medical Virology, University of Zurich, Zurich, Switzerland.
Institute of Medical Virology, University of Zurich, Zurich, Switzerland.
PLoS Pathog. 2015 Mar 23;11(3):e1004722. doi: 10.1371/journal.ppat.1004722. eCollection 2015 Mar.
Transmission of drug-resistant pathogens presents an almost-universal challenge for fighting infectious diseases. Transmitted drug resistance mutations (TDRM) can persist in the absence of drugs for considerable time. It is generally believed that differential TDRM-persistence is caused, at least partially, by variations in TDRM-fitness-costs. However, in vivo epidemiological evidence for the impact of fitness costs on TDRM-persistence is rare. Here, we studied the persistence of TDRM in HIV-1 using longitudinally-sampled nucleotide sequences from the Swiss-HIV-Cohort-Study (SHCS). All treatment-naïve individuals with TDRM at baseline were included. Persistence of TDRM was quantified via reversion rates (RR) determined with interval-censored survival models. Fitness costs of TDRM were estimated in the genetic background in which they occurred using a previously published and validated machine-learning algorithm (based on in vitro replicative capacities) and were included in the survival models as explanatory variables. In 857 sequential samples from 168 treatment-naïve patients, 17 TDRM were analyzed. RR varied substantially and ranged from 174.0/100-person-years;CI=[51.4, 588.8] (for 184V) to 2.7/100-person-years;[0.7, 10.9] (for 215D). RR increased significantly with fitness cost (increase by 1.6[1.3,2.0] per standard deviation of fitness costs). When subdividing fitness costs into the average fitness cost of a given mutation and the deviation from the average fitness cost of a mutation in a given genetic background, we found that both components were significantly associated with reversion-rates. Our results show that the substantial variations of TDRM persistence in the absence of drugs are associated with fitness-cost differences both among mutations and among different genetic backgrounds for the same mutation.
耐药病原体的传播对对抗传染病构成了几乎普遍的挑战。传播的耐药性突变(TDRM)在无药物的情况下可长期存在。一般认为,TDRM持续存在的差异至少部分是由TDRM适应度代价的变化引起的。然而,关于适应度代价对TDRM持续存在影响的体内流行病学证据很少。在此,我们利用瑞士HIV队列研究(SHCS)的纵向采样核苷酸序列研究了HIV-1中TDRM的持续存在情况。纳入了所有基线时携带TDRM的初治个体。通过区间删失生存模型确定的回复率(RR)对TDRM的持续存在进行量化。使用先前发表并经验证的机器学习算法(基于体外复制能力)在TDRM出现的遗传背景中估计其适应度代价,并将其作为解释变量纳入生存模型。在来自168例初治患者的857个连续样本中,分析了17种TDRM。RR差异很大,范围从每100人年174.0;可信区间=[51.4, 588.8](对于184V)到每100人年2.7;[0.7, 10.9](对于215D)。RR随适应度代价显著增加(适应度代价每增加一个标准差,RR增加1.6[1.3,2.0])。当将适应度代价细分为给定突变的平均适应度代价以及给定遗传背景中某一突变与平均适应度代价的偏差时,我们发现这两个成分均与回复率显著相关。我们的结果表明,在无药物情况下TDRM持续存在的显著差异与不同突变之间以及同一突变在不同遗传背景之间的适应度代价差异有关。