Hauser Anthony, Kusejko Katharina, Johnson Leigh F, Günthard Huldrych F, Riou Julien, Wandeler Gilles, Egger Matthias, Kouyos Roger D
Institute of Social and Preventive Medicine, University of Bern, Bern, Switzerland.
Division of Infectious Diseases and Hospital Epidemiology, University Hospital Zurich, University of Zurich, Zurich, Switzerland.
PLoS Med. 2020 Dec 14;17(12):e1003397. doi: 10.1371/journal.pmed.1003397. eCollection 2020 Dec.
Rising resistance of HIV-1 to non-nucleoside reverse transcriptase inhibitors (NNRTIs) threatens the success of the global scale-up of antiretroviral therapy (ART). The switch to WHO-recommended dolutegravir (DTG)-based regimens could reduce this threat due to DTG's high genetic barrier to resistance. We used mathematical modeling to predict the impact of the scale-up of DTG-based ART on NNRTI pretreatment drug resistance (PDR) in South Africa, 2020 to 2040.
We adapted the Modeling Antiretroviral drug Resistance In South Africa (MARISA) model, an epidemiological model of the transmission of NNRTI resistance in South Africa. We modeled the introduction of DTG in 2020 under 2 scenarios: DTG as first-line regimen for ART initiators, or DTG for all patients, including patients on suppressive NNRTI-based ART. Given the safety concerns related to DTG during pregnancy, we assessed the impact of prescribing DTG to all men and in addition to (1) women beyond reproductive age; (2) women beyond reproductive age or using contraception; and (3) all women. The model projections show that, compared to the continuation of NNRTI-based ART, introducing DTG would lead to a reduction in NNRTI PDR in all scenarios if ART initiators are started on a DTG-based regimen, and those on NNRTI-based regimens are rapidly switched to DTG. NNRTI PDR would continue to increase if DTG-based ART was restricted to men. When given to all men and women, DTG-based ART could reduce the level of NNRTI PDR from 52.4% (without DTG) to 10.4% (with universal DTG) in 2040. If only men and women beyond reproductive age or on contraception are started on or switched to DTG-based ART, NNRTI PDR would reach 25.9% in 2040. Limitations include substantial uncertainty due to the long-term predictions and the current scarcity of knowledge about DTG efficacy in South Africa.
Our model shows the potential benefit of scaling up DTG-based regimens for halting the rise of NNRTI resistance. Starting or switching all men and women to DTG would lead to a sustained decline in resistance levels, whereas using DTG-based ART in all men, or in men and women beyond childbearing age, would only slow down the increase in levels of NNRTI PDR.
人类免疫缺陷病毒1型(HIV-1)对非核苷类逆转录酶抑制剂(NNRTIs)的耐药性不断上升,威胁着全球扩大抗逆转录病毒治疗(ART)的成效。转而采用世界卫生组织推荐的基于多替拉韦(DTG)的治疗方案,可能会降低这一威胁,因为DTG对耐药性具有很高的遗传屏障。我们利用数学模型预测了2020年至2040年在南非扩大基于DTG的ART规模对NNRTI治疗前耐药性(PDR)的影响。
我们采用了南非抗逆转录病毒药物耐药性建模(MARISA)模型,这是一个关于南非NNRTI耐药性传播的流行病学模型。我们在两种情景下对2020年引入DTG进行了建模:DTG作为ART初始治疗者的一线治疗方案,或DTG用于所有患者,包括接受基于NNRTI的抑制性ART治疗的患者。鉴于孕期使用DTG存在安全问题,我们评估了对所有男性以及以下女性开具DTG的影响:(1)绝经后女性;(2)绝经后女性或使用避孕措施的女性;(3)所有女性。模型预测表明,与继续使用基于NNRTI的ART相比,如果ART初始治疗者开始使用基于DTG的治疗方案,且接受基于NNRTI治疗方案的患者迅速转换为DTG治疗,那么在所有情景下引入DTG都将导致NNRTI PDR降低。如果基于DTG的ART仅限于男性使用,NNRTI PDR将继续上升。当DTG用于所有男性和女性时,到2040年,基于DTG的ART可将NNRTI PDR水平从52.4%(不使用DTG时)降至10.4%(普遍使用DTG时)。如果仅对绝经后或使用避孕措施的男性和女性开始使用或转换为基于DTG的ART,到2040年NNRTI PDR将达到25.9%。局限性包括由于长期预测以及目前对南非DTG疗效的了解不足而存在的重大不确定性。
我们的模型显示了扩大基于DTG的治疗方案以遏制NNRTI耐药性上升的潜在益处。让所有男性和女性开始使用或转换为DTG治疗将导致耐药水平持续下降,而仅在所有男性或育龄期后的男性和女性中使用基于DTG的ART只会减缓NNRTI PDR水平的上升。