González-Navarro Irene, Urrea Víctor, Gálvez Cristina, Garcia-Guerrero Maria Del Carmen, Morón-López Sara, Puertas Maria C, Grau Eulàlia, Mothe Beatriz, Bailón Lucía, Miranda Cristina, García Felipe, Leal Lorna, Vandekerckhove Linos, Marconi Vincent C, Sekaly Rafick P, Clotet Bonaventura, Martinez-Picado Javier, Salgado Maria
IrsiCaixa, Badalona, Barcelona, Spain.
Department of Cellular Biology, Physiology and Immunology, Faculty of Medicine, Autonomous University of Barcelona, Barcelona, Spain.
J Clin Invest. 2024 Nov 29;135(2):e183952. doi: 10.1172/JCI183952.
BACKGROUNDAntiretroviral therapy (ART) has improved the clinical management of HIV-1 infection. However, little is known about how the latest ART recommendations affect the heterogeneity of the HIV-1 reservoir size.METHODSWe used a complete statistical approach to outline parameters underlying the diversity in HIV-1 reservoir size in a cohort of 892 people with HIV-1 (PWH) on suppressive ART for more than 3 years. Total HIV-1-DNA levels were measured in PBMCs using digital droplet PCR (ddPCR).RESULTSWe classified 179 (20%) participants as being low viral reservoir treated (LoViReT) (<50 HIV-1-DNA copies/106 PBMCs). Twenty variables were collected to explore their association with the LoViReT phenotype using machine learning approaches. LoViReT status was closely associated with higher nadir CD4, lower zenith pre-ART viral load, lower CD4 recovery, shorter time from diagnosis to undetectable viral load, and initiation of treatment with an integrase inhibitor-containing (InSTI-containing) regimen. Initiation of ART with any InSTI was also linked with a shorter time to undetectable viremia. Locally estimated scatterplot smoothing (LOESS) regression revealed a progressive reduction in the size of the HIV-1 reservoir in individuals who started ART after 2007. Similarly, a higher nadir CD4 and a shorter time to undetectable viremia were observed when treatment was initiated after that year.CONCLUSIONOur findings demonstrate that the progressive implementation of earlier, universal treatment at diagnosis and the use of InSTIs affected the size of the HIV-1 reservoir. Our work shows that effective management of infection is the first step toward reducing the reservoir and brings us closer to achieving a cure.FUNDINGNIH; Division of AIDS at the National Institute of Allergy and Infectious Diseases (NIAID), NIH; Merck Sharp & Dohme.
背景
抗逆转录病毒疗法(ART)改善了HIV-1感染的临床管理。然而,对于最新的ART建议如何影响HIV-1储存库大小的异质性,人们知之甚少。
方法
我们采用完整的统计方法,概述了892名接受抑制性ART治疗超过3年的HIV-1感染者(PWH)队列中HIV-1储存库大小多样性背后的参数。使用数字液滴PCR(ddPCR)测量外周血单个核细胞(PBMC)中的总HIV-1-DNA水平。
结果
我们将179名(20%)参与者归类为低病毒储存库治疗者(LoViReT)(<50个HIV-1-DNA拷贝/106个PBMC)。收集了20个变量,使用机器学习方法探索它们与LoViReT表型的关联。LoViReT状态与更低的最低点CD4、更低的ART前病毒载量峰值、更低的CD4恢复、从诊断到病毒载量不可检测的时间更短以及开始使用含整合酶抑制剂(InSTI)的方案治疗密切相关。使用任何InSTI开始ART治疗也与病毒血症不可检测的时间更短有关。局部加权散点平滑(LOESS)回归显示,2007年后开始ART治疗的个体中HIV-1储存库大小逐渐减少。同样,在该年份之后开始治疗时,观察到更低的最低点CD4和病毒血症不可检测的时间更短。
结论
我们的研究结果表明,在诊断时更早、更普遍地实施治疗以及使用InSTI会影响HIV-1储存库的大小。我们的工作表明,有效管理感染是减少储存库的第一步,使我们更接近实现治愈。
资助
美国国立卫生研究院(NIH);国立过敏和传染病研究所(NIAID)的艾滋病司,NIH;默克雪兰诺公司。