Obala Andrew A, Mangeni Judith Nekesa, Platt Alyssa, Aswa Daniel, Abel Lucy, Namae Jane, Prudhomme O'Meara Wendy
College of Health Sciences, Moi University, Eldoret, Kenya.
Duke Global Health Institute, Durham, North Carolina, United States of America.
PLoS One. 2015 Jul 14;10(7):e0132778. doi: 10.1371/journal.pone.0132778. eCollection 2015.
Insecticide-treated nets are the cornerstone of global malaria control and have been shown to reduce malaria morbidity by 50-60%. However, some areas are experiencing a resurgence in malaria following successful control. We describe an efficacy decay framework to understand why high malaria burden persists even under high ITN coverage in a community in western Kenya.
We enrolled 442 children hospitalized with malaria and paired them with age, time, village and gender-matched controls. We completed comprehensive household and neighborhood assessments including entomological surveillance. The indicators are grouped into five domains in an efficacy decay framework: ITN ownership, compliance, physical integrity, vector susceptibility and facilitating factors. After variable selection, case-control data were analyzed using conditional logistic regression models and mosquito data were analyzed using negative binomial regression. Predictive margins were calculated from logistic regression models.
Measures of ITN coverage and physical integrity were not correlated with hospitalized malaria in our study. However, consistent ITN use (Adjusted Odds Ratio (AOR) = 0.23, 95%CI: 0.12-0.43), presence of nearby larval sites (AOR = 1.137, 95%CI: 1.02-1.27), and specific types of crops (AOR (grains) = 0.446, 95%CI: 0.24-0.82) were significantly correlated with malaria amongst children who owned an ITN. The odds of hospitalization for febrile malaria nearly tripled when one other household member had symptomatic malaria infection (AOR-2.76, 95%CI:1.83-4.18). Overall, perfect household adherence could reduce the probability of hospitalization for malaria to less than 30% (95%CI:0.12-0.46) and adjusting environmental factors such as elimination of larval sites and growing grains nearby could reduce the probability of hospitalization for malaria to less than 20% (95%CI:0.04-0.31).
Availability of ITNs is not the bottleneck for malaria prevention in this community. Behavior change interventions to improve compliance and environmental management of mosquito breeding habitats may greatly enhance ITN efficacy. A better understanding of the relationship between agriculture and mosquito survival and feeding success is needed.
经杀虫剂处理的蚊帐是全球疟疾防控的基石,已证明可将疟疾发病率降低50%-60%。然而,一些地区在疟疾防控取得成功后,疟疾却出现了复发。我们描述了一个效力衰减框架,以了解为何在肯尼亚西部一个社区,即使蚊帐覆盖率很高,高疟疾负担仍持续存在。
我们招募了442名因疟疾住院的儿童,并将他们与年龄、时间、村庄和性别匹配的对照配对。我们完成了包括昆虫学监测在内的全面家庭和邻里评估。这些指标在一个效力衰减框架中被分为五个领域:蚊帐拥有情况、依从性、物理完整性、媒介易感性和促进因素。在进行变量选择后,使用条件逻辑回归模型分析病例对照数据,使用负二项回归分析蚊子数据。从逻辑回归模型计算预测边际。
在我们的研究中,蚊帐覆盖率和物理完整性的测量结果与住院疟疾无关。然而,持续使用蚊帐(调整后的优势比(AOR)=0.23,95%置信区间:0.12-0.43)、附近有幼虫孳生地(AOR = 1.137,95%置信区间:1.02-1.27)以及特定类型的作物(AOR(谷物)= 0.446,95%置信区间:0.24-0.82)与拥有蚊帐的儿童中的疟疾显著相关。当另一名家庭成员有症状性疟疾感染时,发热性疟疾住院的几率几乎增加两倍(AOR-2.76,95%置信区间:1.83-4.18)。总体而言,家庭完美依从可将疟疾住院概率降低至30%以下(95%置信区间:0.12-0.46),调整环境因素,如消除幼虫孳生地和在附近种植谷物,可将疟疾住院概率降低至20%以下(95%置信区间:0.04-0.31)。
蚊帐的可获得性不是该社区预防疟疾的瓶颈。改变行为的干预措施,以提高依从性和对蚊子繁殖栖息地的环境管理,可能会大大提高蚊帐的效力。需要更好地理解农业与蚊子生存及觅食成功之间的关系。