Department of Infectious and Tropical Diseases, London School of Hygiene and Tropical Medicine, London, United Kingdom.
PLoS Negl Trop Dis. 2011 Apr 12;5(4):e1035. doi: 10.1371/journal.pntd.0001035.
Guatemala is presently engaged in the Central America Initiative to interrupt Chagas disease transmission by reducing intradomiciliary prevalence of Triatoma dimidiata, using targeted cross-sectional surveys to direct control measures to villages exceeding the 5% control threshold. The use of targeted surveys to guide disease control programs has not been evaluated. Here, we compare the findings from the targeted surveys to concurrent random cross-sectional surveys in two primary foci of Chagas disease transmission in central and southeastern Guatemala.
METHODOLOGY/PRINCIPAL FINDINGS: Survey prevalences of T. dimidiata intradomiciliary infestation by village and region were compared. Univariate logistic regression was used to assess the use of risk factors to target surveys and to evaluate indicators associated with village level intradomiciliary prevalences >5% by survey and region. Multivariate logistic regression models were developed to assess the ability of random and targeted surveys to target villages with intradomiciliary prevalence exceeding the control threshold within each region. Regional prevalences did not vary by survey; however, village prevalences were significantly greater in random surveys in central (13.0% versus 8.7%) and southeastern (22.7% versus 6.9%) Guatemala. The number of significant risk factors detected did not vary by survey in central Guatemala but differed considerably in the southeast with a greater number of significant risk factors in the random survey (e.g. land surface temperature, relative humidity, cropland, grassland, tile flooring, and stick and mud and palm and straw walls). Differences in the direction of risk factor associations were observed between regions in both survey types. The overall discriminative capacity was significantly greater in the random surveys in central and southeastern Guatemala, with an area under the receiver-operator curve (AUC) of 0.84 in the random surveys and approximately 0.64 in the targeted surveys in both regions. Sensitivity did not differ between surveys, but the positive predictive value was significantly greater in the random surveys.
CONCLUSIONS/SIGNIFICANCE: Surprisingly, targeted surveys were not more effective at determining T. dimidiata prevalence or at directing control to high risk villages in comparison to random surveys. We recommend that random surveys should be selected over targeted surveys whenever possible, particularly when the focus is on directing disease control and elimination and when risk factor association has not been evaluated for all regions under investigation.
危地马拉目前正在开展中美洲倡议,通过降低家庭内三带喙库蚊的流行率来阻断查加斯病的传播,采用有针对性的横断面调查来指导控制措施,以针对流行率超过 5%的村庄进行干预。针对目标的调查用于指导疾病控制项目的使用尚未得到评估。在此,我们比较了靶向调查与危地马拉中部和东南部两个主要查加斯病传播焦点地区同时进行的随机横断面调查的结果。
方法/主要发现:比较了按村庄和地区划分的三带喙库蚊家庭内感染率的调查结果。采用单变量逻辑回归来评估使用危险因素来进行靶向调查,并评估与调查和地区相关的与村庄层面流行率超过 5%相关的指标。采用多变量逻辑回归模型来评估随机和靶向调查在每个地区内针对家庭内流行率超过控制阈值的村庄的能力。区域流行率不因调查而有所差异;然而,在中部(13.0%比 8.7%)和东南部(22.7%比 6.9%)危地马拉,随机调查中的村庄流行率显著更高。在中部危地马拉,靶向调查中检测到的显著危险因素数量没有因调查而有所差异,但在东南部地区则有很大差异,随机调查中检测到的显著危险因素更多(例如地面温度、相对湿度、耕地、草地、瓷砖地板、以及棍泥和棕榈稻草墙)。在这两种调查类型中,都观察到了不同地区之间的危险因素关联方向的差异。在中部和东南部危地马拉,随机调查的整体判别能力明显更高,随机调查的受试者工作特征曲线下面积(AUC)为 0.84,而在两个地区的靶向调查中约为 0.64。两种调查的敏感性没有差异,但随机调查的阳性预测值显著更高。
结论/意义:令人惊讶的是,与随机调查相比,靶向调查在确定三带喙库蚊的流行率或指导高危村庄进行控制方面并没有更有效。我们建议,只要有可能,应选择随机调查而不是靶向调查,特别是当重点是指导疾病控制和消除,以及尚未评估所有调查地区的危险因素关联时。