Drug resistance from preferred antiretroviral regimens for HIV infection in South Africa: A modeling study

被引:3
作者
Abbas, Ume L. [1 ,2 ,3 ,4 ]
Glaubius, Robert L. [3 ,4 ,6 ]
Ding, Yajun [1 ,2 ,7 ]
Hood, Gregory [5 ]
机构
[1] Baylor Coll Med, Sect Infect Dis, Dept Med, Houston, TX 77030 USA
[2] Baylor Coll Med, Dept Mol Virol & Microbiol, Houston, TX 77030 USA
[3] Cleveland Clin, Dept Quantitat Hlth Sci, Cleveland, OH 44106 USA
[4] Cleveland Clin, Dept Infect Dis, Cleveland, OH 44106 USA
[5] Carnegie Mellon Univ, Pittsburgh Supercomp Ctr, Pittsburgh, PA 15213 USA
[6] Avenir Hlth, Glastonbury, CT USA
[7] PROS Holdings Inc, Houston, TX USA
来源
PLOS ONE | 2019年 / 14卷 / 07期
关键词
DISCRETE-EVENT SIMULATION; SUB-SAHARAN AFRICA; FOLLOW-UP; PREEXPOSURE PROPHYLAXIS; STOCHASTIC SIMULATION; VIROLOGICAL OUTCOMES; THERAPY PROGRAM; NATIONAL-SURVEY; PERSISTENCE; PREVENTION;
D O I
10.1371/journal.pone.0218649
中图分类号
O [数理科学和化学]; P [天文学、地球科学]; Q [生物科学]; N [自然科学总论];
学科分类号
07 ; 0710 ; 09 ;
摘要
Background Tenofovir-containing regimens comprise the preferred first-line antiretroviral therapy (ART) in many countries including South Africa, where utilization of second-line regimens is limited. Considerable HIV drug resistance has occurred among persons failing tenofovir-containing first-line ART. We evaluated drug resistance at the population level using mathematical modeling. Setting Heterosexual HIV epidemic in KwaZulu-Natal, South Africa. Methods We constructed a stochastic individual-based model and simulated scenarios of ART implementation, either CD4-based (threshold < 500 cells/mL) or Fast-track (81% coverage by 2020), with consideration of major drug-associated mutations (M184V, K65R and non-nucleoside reverse transcriptase inhibitor (NNRTI)). Using base case and uncertainty analyses, we assessed (majority) drug resistance levels. Results By 2030, the median total resistance (proportion of HIV-infected persons with drug resistance) is predicted to reach 31.4% (interquartile range (IQR): 16.5%-50.2%) with CD4-based ART, decreasing to 14.5% (IQR: 7.7%-25.8%) with Fast-track implementation. In both scenarios, we find comparably high prevalence (similar to 80%) of acquired NNRTI-associated, M184V and K65R mutations. Over 48% of individuals with acquired resistance harbor dual, 44% triple and 7% just single drug mutations. Drug-resistant HIV is predicted to comprise 40% (IQR: 27%-50%) of incident infections, while 70% of prevalent transmitted resistance is NNRTI-associated. At 2018, the projected total resistance is 15% (IQR: 7.5%-25%), with 18% (IQR: 13%-24%) of incident infections from transmitted drug-resistant HIV. Conclusions WHO-recommended preferred first-line ART could lead to substantial drug resistance. Effective surveillance of HIV drug resistance and utilization of second-line as well as alternative first-line regimens is crucial.
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页数:17
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