Kamber Lars, Bürli Christine, Harbrecht Helmut, Odermatt Peter, Sayasone Somphou, Chitnis Nakul
Swiss Tropical and Public Health Institute, Allschwil, Switzerland.
University of Basel, Basel, Switzerland.
PLoS Negl Trop Dis. 2024 Feb 29;18(2):e0011362. doi: 10.1371/journal.pntd.0011362. eCollection 2024 Feb.
Opisthorchis viverrini is a parasitic liver fluke contracted by consumption of raw fish, which affects over 10 million people in Southeast Asia despite sustained control efforts. Chronic infections are a risk factor for the often fatal bile duct cancer, cholangiocarcinoma. Previous modeling predicted rapid elimination of O. viverrini following yearly mass drug administration (MDA) campaigns. However, field data collected in affected populations shows persistence of infection, including heavy worm burden, after many years of repeated interventions. A plausible explanation for this observation is systematic adherence of individuals in health campaigns, such as MDA and education, with some individuals consistently missing treatment. We developed an agent-based model of O. viverrini which allows us to introduce various heterogeneities including systematic adherence to MDA and education campaigns at the individual level. We validate the agent-based model by comparing it to a previously published population-based model. We estimate the degree of systematic adherence to MDA and education campaigns indirectly, using epidemiological data collected in Lao PDR before and after 5 years of repeated MDA, education and sanitation improvement campaigns. We predict the impact of interventions deployed singly and in combination, with and without the estimated systematic adherence. We show how systematic adherence can substantially increase the time required to achieve reductions in worm burden. However, we predict that yearly MDA campaigns alone can result in a strong reduction of moderate and heavy worm burden, even under systematic adherence. We predict latrines and education campaigns to be particularly important for the reduction in overall prevalence, and therefore, ultimately, elimination. Our findings show how systematic adherence can explain the observed persistence of worm burden; while emphasizing the benefit of interventions for the entire population, even under systematic adherence. At the same time, the results highlight the substantial opportunity to further reduce worm burden if patterns of systematic adherence can be overcome.
湄公河肝吸虫是一种通过食用生鱼感染的寄生性肝吸虫,尽管持续进行了防治工作,但仍影响着东南亚超过1000万人。慢性感染是常导致致命的胆管癌(即胆管癌)的危险因素。先前的模型预测,在每年开展大规模药物驱虫(MDA)运动后,湄公河肝吸虫将迅速被消灭。然而,在受影响人群中收集的现场数据显示,经过多年反复干预后,感染依然存在,包括虫负荷较重的情况。对此观察结果的一个合理的解释是,在诸如MDA和健康教育等卫生运动中,个体存在系统性的依从性问题,一些人持续错过治疗。我们开发了一个基于主体的湄公河肝吸虫模型,该模型使我们能够引入各种异质性,包括个体层面上对MDA和健康教育运动的系统性依从性。我们通过将基于主体的模型与之前发表的基于人群的模型进行比较来验证该模型。我们利用在老挝人民民主共和国开展5年反复的MDA、健康教育和环境卫生改善运动前后收集的流行病学数据,间接估计对MDA和健康教育运动的系统性依从程度。我们预测单独和联合部署干预措施(有和没有估计的系统性依从性)的影响。我们展示了系统性依从如何能大幅增加减轻虫负荷所需的时间。然而,我们预测,即使存在系统性依从,仅每年开展MDA运动也能大幅减轻中度和重度虫负荷。我们预测,厕所建设和健康教育运动对于降低总体流行率进而最终实现消灭目标尤为重要。我们的研究结果表明系统性依从如何能够解释所观察到的虫负荷持续存在的现象;同时强调了即使在系统性依从情况下干预措施对整个人口的益处。与此同时,结果突出表明,如果能够克服系统性依从模式,进一步减轻虫负荷的机会很大。