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Assessing transmissibility of HIV-1 drug resistance mutations from treated and from drug-naive individuals

机译:评估已治疗和未使用过药物的个体的HIV-1耐药性突变的可传播性

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摘要

OBJECTIVES:Surveillance drug resistance mutations (SDRMs) in drug-naive patients are typically used to survey HIV-1-transmitted drug resistance (TDR). We test here how SDRMs in patients failing treatment, the original source of TDR, contribute to assessing TDR, transmissibility and transmission source of SDRMs.DESIGN:This is a retrospective observational study analyzing a Portuguese cohort of HIV-1-infected patients.METHODS:The prevalence of SDRMs to protease inhibitors, nucleoside reverse transcriptase inhibitors (NRTIs) and nonnucleoside reverse transcriptase inhibitors (NNRTIs) in drug-naive and treatment-failing patients was measured for 3554 HIV-1 subtype B patients. Transmission ratio (prevalence in drug-naive/prevalence in treatment-failing patients), average viral load and robust linear regression with outlier detection (prevalence in drug-naive versus in treatment-failing patients) were analyzed and used to interpret transmissibility.RESULTS:Prevalence of SDRMs in drug-naive and treatment-failing patients were linearly correlated, but some SDRMs were classified as outliers - above (PRO: D30N, N88D/S, L90 M, RT: G190A/S/E) or below (RT: M184I/V) expectations. The normalized regression slope was 0.073 for protease inhibitors, 0.084 for NRTIs and 0.116 for NNRTIs. Differences between SDRMs transmission ratios were not associated with differences in viral loads.CONCLUSION:The significant linear correlation between prevalence of SDRMs in drug-naive and in treatment-failing patients indicates that the prevalence in treatment-failing patients can be useful to predict levels of TDR. The slope is a cohort-dependent estimate of rate of TDR per drug class and outlier detection reveals comparative persistence of SDRMs. Outlier SDRMs with higher transmissibility are more persistent and more likely to have been acquired from drug-naive patients. Those with lower transmissibility have faster reversion dynamics after transmission and are associated with acquisition from treatment-failing patients.
机译:目的:未使用过药物的患者中的监测耐药性突变(SDRM)通常用于调查HIV-1传播的耐药性(TDR)。我们在这里测试失败的患者中的SDRMs是TDR的原始来源如何帮助评估TDR,SDRMs的可传播性和传播来源。设计:这是一项回顾性观察性研究,分析了葡萄牙的HIV-1感染患者队列。针对3554名HIV-1 B型亚型患者,测量了SDRMs对蛋白酶抑制剂,核苷逆转录酶抑制剂(NRTIs)和非核苷逆转录酶抑制剂(NNRTIs)的患病率。结果分析了传播比率(未接受药物治疗的患病率/治疗失败的患者的患病率),平均病毒载量和具有异常检测的稳健线性回归(未接受药物治疗的患者与未接受治疗的患者的患病率),并用于解释可传播性。未使用药物和治疗失败的患者中SDRM的发生率呈线性相关,但某些SDRM被分类为异常值-高于(PRO:D30N,N88D / S,L90 M,RT:G190A / S / E)或低于(RT: M184I / V)期望。蛋白酶抑制剂的归一化回归斜率为0.073,NRTI为0.084,NNRTI为0.116。结论:未接受药物治疗的患者和未接受治疗的患者中SDRMs的患病率之间存在显着的线性相关性,表明未接受治疗的患者中的SDRMs患病率可用于预测患病率TDR。该斜率是每个药物类别的TDR率的队列依赖性估计,异常值检测显示SDRM的相对持久性。具有较高传播能力的离群SDRM更持久,并且更有可能从未经药物治疗的患者中获得。具有较低透射率的那些在透射后具有更快的回复动力学,并且与从治疗失败的患者获得有关。

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