Laboratory of Ecohydrology, École Polytechnique Fédérale de Lausanne, Lausanne, Switzerland.
Dipartimento di Scienze Ambientali, Informatica e Statistica, Università Ca' Foscari Venezia, Venice, Italy.
PLoS Med. 2018 Feb 27;15(2):e1002509. doi: 10.1371/journal.pmed.1002509. eCollection 2018 Feb.
Cholera prevention and control interventions targeted to neighbors of cholera cases (case-area targeted interventions [CATIs]), including improved water, sanitation, and hygiene, oral cholera vaccine (OCV), and prophylactic antibiotics, may be able to efficiently avert cholera cases and deaths while saving scarce resources during epidemics. Efforts to quickly target interventions to neighbors of cases have been made in recent outbreaks, but little empirical evidence related to the effectiveness, efficiency, or ideal design of this approach exists. Here, we aim to provide practical guidance on how CATIs might be used by exploring key determinants of intervention impact, including the mix of interventions, "ring" size, and timing, in simulated cholera epidemics fit to data from an urban cholera epidemic in Africa.
We developed a micro-simulation model and calibrated it to both the epidemic curve and the small-scale spatiotemporal clustering pattern of case households from a large 2011 cholera outbreak in N'Djamena, Chad (4,352 reported cases over 232 days), and explored the potential impact of CATIs in simulated epidemics. CATIs were implemented with realistic logistical delays after cases presented for care using different combinations of prophylactic antibiotics, OCV, and/or point-of-use water treatment (POUWT) starting at different points during the epidemics and targeting rings of various radii around incident case households. Our findings suggest that CATIs shorten the duration of epidemics and are more resource-efficient than mass campaigns. OCV was predicted to be the most effective single intervention, followed by POUWT and antibiotics. CATIs with OCV started early in an epidemic focusing on a 100-m radius around case households were estimated to shorten epidemics by 68% (IQR 62% to 72%), with an 81% (IQR 69% to 87%) reduction in cases compared to uncontrolled epidemics. These same targeted interventions with OCV led to a 44-fold (IQR 27 to 78) reduction in the number of people needed to target to avert a single case of cholera, compared to mass campaigns in high-cholera-risk neighborhoods. The optimal radius to target around incident case households differed by intervention type, with antibiotics having an optimal radius of 30 m to 45 m compared to 70 m to 100 m for OCV and POUWT. Adding POUWT or antibiotics to OCV provided only marginal impact and efficiency improvements. Starting CATIs early in an epidemic with OCV and POUWT targeting those within 100 m of an incident case household reduced epidemic durations by 70% (IQR 65% to 75%) and the number of cases by 82% (IQR 71% to 88%) compared to uncontrolled epidemics. CATIs used late in epidemics, even after the peak, were estimated to avert relatively few cases but substantially reduced the number of epidemic days (e.g., by 28% [IQR 15% to 45%] for OCV in a 100-m radius). While this study is based on a rigorous, data-driven approach, the relatively high uncertainty about the ways in which POUWT and antibiotic interventions reduce cholera risk, as well as the heterogeneity in outbreak dynamics from place to place, limits the precision and generalizability of our quantitative estimates.
In this study, we found that CATIs using OCV, antibiotics, and water treatment interventions at an appropriate radius around cases could be an effective and efficient way to fight cholera epidemics. They can provide a complementary and efficient approach to mass intervention campaigns and may prove particularly useful during the initial phase of an outbreak, when there are few cases and few available resources, or in order to shorten the often protracted tails of cholera epidemics.
针对霍乱病例的邻居(病例区域靶向干预[CATIs])的霍乱预防和控制干预措施,包括改善水、环境卫生和个人卫生、口服霍乱疫苗(OCV)和预防性抗生素,可能能够在节省稀缺资源的同时有效地避免霍乱病例和死亡。在最近的暴发中,已经努力快速将干预措施针对病例的邻居,但关于这种方法的有效性、效率或理想设计的实证证据很少。在这里,我们旨在通过探索干预措施影响的关键决定因素,包括干预措施的组合、“环”的大小和时间,为 CATIs 的使用提供实际指导,该方法适用于来自非洲城市霍乱暴发的数据的模拟霍乱流行。
我们开发了一个微观模拟模型,并对其进行了校准,以适应乍得恩贾梅纳 2011 年大规模霍乱暴发的流行曲线和病例家庭的小规模时空聚类模式(232 天内报告了 4352 例病例),并探索了 CATIs 在模拟流行中的潜在影响。CATIs 在出现症状后使用现实的后勤延迟后进行,使用不同组合的预防性抗生素、OCV 和/或点源水处理(POUWT),从流行开始的不同时间开始,并针对事件病例家庭周围不同半径的环进行靶向。我们的研究结果表明,CATIs 缩短了流行的持续时间,并且比大规模运动更具资源效率。OCV 被预测为最有效的单一干预措施,其次是 POUWT 和抗生素。在流行早期,针对病例家庭周围 100 米半径的 CATIs 与未控制的流行相比,估计将流行缩短 68%(IQR 62%至 72%),病例减少 81%(IQR 69%至 87%)。与大规模运动相比,针对病例家庭周围 100 米半径的 OCV 靶向干预相同,导致预防霍乱的单例所需人数减少了 44 倍(IQR 27 至 78)。与高霍乱风险社区的大规模运动相比,针对事件病例家庭的不同干预类型的最佳靶向半径也有所不同,抗生素的最佳靶向半径为 30 米至 45 米,而 OCV 和 POUWT 的最佳靶向半径为 70 米至 100 米。在 OCV 中添加 POUWT 或抗生素只会提供边际影响和效率改进。在流行早期,及早开始使用 OCV 和 POUWT 靶向距离事件病例家庭 100 米以内的人,可以将流行持续时间缩短 70%(IQR 65%至 75%),病例数量减少 82%(IQR 71%至 88%)与未受控制的流行相比。即使在流行高峰期过后,CATIs 也会在后期使用,预计会减少相对较少的病例,但会大大减少流行天数(例如,在半径为 100 米的地方,OCV 减少 28%[IQR 15%至 45%])。虽然这项研究是基于严格的数据驱动方法,但关于 POUWT 和抗生素干预措施降低霍乱风险的方式以及各地暴发动态的异质性,限制了我们定量估计的精度和通用性。
在这项研究中,我们发现,在病例周围适当半径处使用 OCV、抗生素和水处理干预措施的 CATIs 可能是对抗霍乱流行的有效和有效的方法。它们可以为大规模干预运动提供补充和有效的方法,并且在暴发的初始阶段可能特别有用,当时病例较少,可用资源较少,或者为了缩短霍乱流行的往往拖延时间较长的尾巴。