ArticlePLoS neglected tropical diseases2024
Modeling the persistence of Opisthorchis viverrini worm burden after mass-drug administration and education campaigns with systematic adherence.
Article in PLoS neglected tropical diseases, 2024. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 8 papers, 1 of them a synthesis that pooled it.
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Who cites it
8 citing papers in PubMed, 1 synthesis or guideline pooled it, 4 citations in OpenAlex.
- Prevalence and zoonotic transmission of Opisthorchis viverrini in animal reservoir: a systematic review and meta-analysis in the greater Mekong Subregion.Veterinary research communications · 2026Pooled it
- Review
- Crafting an innovative one health-aligned machine learning framework for neglected tropical diseases elimination.Journal of advanced research · 2026Article
- Modeling the transmission dynamics of liver flukes (Science in One Health · 2026Review
- Determinants of preventive behaviors against liver fluke and cholangiocarcinoma in Laos: A TPB-based cross-sectional study.Journal of education and health promotion · 2026Article
- Effectiveness of a Community-Based Social Innovation for Opisthorchis viverrini and Cholangiocarcinoma Prevention in High-Risk Areas of Thailand.Asian Pacific journal of cancer prevention : APJCP · 2026Article
- Immunomics-guided biomarker discovery for human liver fluke infection and infection-associated cholangiocarcinoma.Nature communications · 2025Article
- Mechanistic insights into liver-fluke-induced bile-duct cancer.Trends in parasitology · 2024Review
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Authors and funding
6 authors at 2 institutions in 1 country.
Funding
No grant is acknowledged in the PubMed record.
Abstract
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.
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