Division of Infectious Diseases, University of North Carolina, Chapel Hill, NC 27599-7030, USA.
J Acquir Immune Defic Syndr. 2013 May 1;63(1):135-41. doi: 10.1097/QAI.0b013e318288b246.
HIV in Central America is concentrated among certain groups such as men who have sex with men (MSM) and female sex workers (FSWs). We compared social recruitment chains and HIV transmission clusters from 699 MSM and 787 FSWs to better understand factors contributing to ongoing HIV transmission in El Salvador.
Phylogenies were reconstructed using pol sequences from 119 HIV-positive individuals recruited by respondent-driven sampling (RDS) and compared with RDS chains in 3 cities in El Salvador. Transmission clusters with a mean pairwise genetic distance ≤ 0.015 and Bayesian posterior probabilities =1 were identified. Factors associated with cluster membership were evaluated among MSM.
Sequences from 34 (43%) MSM and 4 (10%) FSW grouped in 14 transmission clusters. Clusters were defined by risk group (12 MSM clusters) and geographic residence (only 1 spanned separate cities). In 4 MSM clusters (all n = 2), individuals were also members of the same RDS chain, but only 2 had members directly linked through recruitment. All large clusters (n ≥ 3) spanned >1 RDS chain. Among MSM, factors independently associated with cluster membership included recent infection by BED assay (P = 0.02), sex with stable male partners (P = 0.02), and sex with ≥ 3 male partners in the past year (P = 0.04).
We found few HIV transmissions corresponding directly with the social recruitment. However, we identified clustering in nearly one-half of MSM suggesting that RDS recruitment was indirectly but successfully uncovering transmission networks, particularly among recent infections. Interrogating RDS chains with phylogenetic analyses may help refine methods for identifying transmission clusters.
中美洲的艾滋病毒主要集中在某些人群中,如男男性行为者(MSM)和性工作者(FSW)。我们比较了 699 名男男性行为者和 787 名性工作者的社会招募链和 HIV 传播簇,以更好地了解导致萨尔瓦多持续 HIV 传播的因素。
使用通过应答者驱动抽样(RDS)招募的 119 名 HIV 阳性个体的 pol 序列重建系统发育,并与萨尔瓦多 3 个城市的 RDS 链进行比较。确定平均成对遗传距离≤0.015 和贝叶斯后验概率=1 的传播簇。评估 MSM 中与簇成员相关的因素。
来自 34 名(43%)男男性行为者和 4 名(10%)性工作者的序列分为 14 个传播簇。簇由风险群体(12 个男男性行为者簇)和地理居住地(只有 1 个跨越了不同的城市)定义。在 4 个男男性行为者簇(全部 n=2)中,个体也是同一 RDS 链的成员,但只有 2 个成员通过招募直接联系。所有大的簇(n≥3)跨越了多个 RDS 链。在 MSM 中,与簇成员相关的独立因素包括 BED 检测的近期感染(P=0.02)、与稳定男性伴侣发生性行为(P=0.02)以及在过去一年中与≥3 名男性发生性行为(P=0.04)。
我们发现很少有 HIV 传播与社会招募直接对应。然而,我们发现近一半的男男性行为者存在聚类现象,这表明 RDS 招募间接但成功地揭示了传播网络,特别是在近期感染中。用系统发育分析询问 RDS 链可能有助于完善识别传播簇的方法。