Escudero Daniel J, Lurie Mark N, Mayer Kenneth H, Weinreb Caleb, King Maximilian, Galea Sandro, Friedman Samuel R, Marshall Brandon D L
aDepartment of Epidemiology, Brown University School of Public Health, Providence, Rhode Island bFenway Health cBeth Israel Deaconess Medical Center dDepartment of Systems Biology, Harvard Medical School eBoston University School of Public Health, Boston, Massachusetts fNational Development and Research Institutes, New York, New York, USA.
AIDS. 2016 Oct 23;30(16):2537-2544. doi: 10.1097/QAD.0000000000001218.
Estimates for the contribution of transmission arising from acute HIV infections (AHIs) to overall HIV incidence vary significantly. Furthermore, little is known about AHI-attributable transmission among people who inject drugs (PWID), including the extent to which interventions targeting chronic infections (e.g. HAART as prevention) are limited by AHI transmission. Thus, we estimated the proportion of transmission events attributable to AHI within the mature HIV epidemic among PWID in New York City (NYC).
Modeling study.
We constructed an interactive sexual and injecting transmission network using an agent-based model simulating the HIV epidemic in NYC between 1996 and 2012. Using stochastic microsimulations, we cataloged transmission from PWID based on the disease stage of index agents to determine the proportion of infections transmitted during AHI (in primary analyses, assumed to last 3 months).
Our calibrated model approximated the epidemiological features of the mature HIV epidemic in NYC between 1996 and 2012. Annual HIV incidence among PWID dropped from approximately 1.8% in 1996 to 0.7% in 2012. Over the 16-year period, AHI accounted for 4.9% (10th/90th percentile: 0.1-12.3%) of incident HIV cases among PWID. The annualized contribution of AHI increased over this period from 3.6% in 1996 to 5.9% in 2012.
Our results suggest that, in mature epidemics such as NYC, between 3% and 6% of transmission events are attributable to AHI among PWID. Current HIV treatment as prevention strategies are unlikely to be substantially affected by AHI-attributable transmission among PWID populations in mature epidemic settings.
急性HIV感染(AHI)导致的传播对总体HIV发病率的贡献估计差异很大。此外,对于注射吸毒者(PWID)中由AHI引起的传播知之甚少,包括针对慢性感染的干预措施(如以治疗作为预防手段,即HAART)在多大程度上受到AHI传播的限制。因此,我们估计了纽约市(NYC)成熟HIV疫情中PWID群体内由AHI导致的传播事件所占比例。
建模研究。
我们使用基于主体的模型构建了一个交互式性传播和注射传播网络,模拟了1996年至2012年NYC的HIV疫情。通过随机微观模拟,我们根据索引感染者的疾病阶段对PWID的传播情况进行分类,以确定AHI期间(在主要分析中,假定持续3个月)传播的感染比例。
我们校准后的模型近似于1996年至2012年NYC成熟HIV疫情的流行病学特征。PWID群体中的年度HIV发病率从1996年的约1.8%降至2012年的0.7%。在这16年期间,AHI占PWID群体中HIV感染病例的4.9%(第10/第90百分位数:0.1 - 12.3%)。在此期间,AHI的年化贡献从1996年的3.6%增至2012年的5.9%。
我们的结果表明,在像NYC这样的成熟疫情中,PWID群体中3%至6%的传播事件可归因于AHI。在成熟疫情环境下,当前以治疗作为预防的HIV策略不太可能受到PWID群体中由AHI引起的传播的实质性影响。