ArticlePLoS neglected tropical diseases2021
Mathematical modelling and phylodynamics for the study of dog rabies dynamics and control: A scoping review.
Article in PLoS neglected tropical diseases, 2021. The graph could read no effect estimate from its abstract, so it casts no vote on the map. An erratum has been issued. Cited by 13 papers.
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Who cites it
13 citing papers in PubMed.
- The vacuum effect in free-roaming dog management: Conceptual foundations, boundary conditions, and One Health implications.One health (Amsterdam, Netherlands) · 2026Review
- One Health genomic surveillance reveals structured urban rabies transmission and major surveillance gaps.bioRxiv : the preprint server for biology · 2026Article
- Spatio-temporal patterns and vaccination effectiveness in rabies risk using surveillance data from Kaduna State, Nigeria.BMC public health · 2026Article
- Using molecular approaches to assess rabies virus diversity in Haiti and the Dominican Republic.Frontiers in microbiology · 2025Article
- Combining genomics and epidemiology to investigate a zoonotic outbreak of rabies in Romblon Province, Philippines.Nature communications · 2024Article
- Examining the molecular clock hypothesis for the contemporary evolution of the rabies virus.PLoS pathogens · 2024Article
- Molecular characterisation of human rabies in Tanzania and Kenya: a case series report and phylogenetic investigation.Infectious diseases of poverty · 2024Article
- Article
- Integrating full and partial genome sequences to decipher the global spread of canine rabies virus.Nature communications · 2023Article
- Correction: Mathematical modelling and phylodynamics for the study of dog rabies dynamics and control: A scoping review.PLoS neglected tropical diseases · 2023Article
- From Field Tests to Molecular Tools-Evaluating Diagnostic Tests to Improve Rabies Surveillance in Namibia.Viruses · 2023Article
- A game-theoretic model of rabies in domestic dogs with multiple voluntary preventive measures.Journal of mathematical biology · 2022Article
- On the Use of Phylogeographic Inference to Infer the Dispersal History of Rabies Virus: A Review Study.Viruses · 2021Review
Corrections and comments
- Erratum issued
Authors and funding
5 authors.
Funding
No grant is acknowledged in the PubMed record.
Abstract
backgroundRabies is a fatal yet vaccine-preventable disease. In the last two decades, domestic dog populations have been shown to constitute the predominant reservoir of rabies in developing countries, causing 99% of human rabies cases. Despite substantial control efforts, dog rabies is still widely endemic and is spreading across previously rabies-free areas. Developing a detailed understanding of dog rabies dynamics and the impact of vaccination is essential to optimize existing control strategies and developing new ones. In this scoping review, we aimed at disentangling the respective contributions of mathematical models and phylodynamic approaches to advancing the understanding of rabies dynamics and control in domestic dog populations. We also addressed the methodological limitations of both approaches and the remaining issues related to studying rabies spread and how this could be applied to rabies control. METHODOLOGY/PRINCIPAL
findingsWe reviewed how mathematical modelling of disease dynamics and phylodynamics have been developed and used to characterize dog rabies dynamics and control. Through a detailed search of the PubMed, Web of Science, and Scopus databases, we identified a total of n = 59 relevant studies using mathematical models (n = 30), phylodynamic inference (n = 22) and interdisciplinary approaches (n = 7). We found that despite often relying on scarce rabies epidemiological data, mathematical models investigated multiple aspects of rabies dynamics and control. These models confirmed the overwhelming efficacy of massive dog vaccination campaigns in all settings and unraveled the role of dog population structure and frequent introductions in dog rabies maintenance. Phylodynamic approaches successfully disentangled the evolutionary and environmental determinants of rabies dispersal and consistently reported support for the role of reintroduction events and human-mediated transportation over long distances in the maintenance of rabies in endemic areas. Potential biases in data collection still need to be properly accounted for in most of these analyses. Finally, interdisciplinary studies were determined to provide the most comprehensive assessments through hypothesis generation and testing. They also represent new avenues, especially concerning the reconstruction of local transmission chains or clusters through data integration. CONCLUSIONS/SIGNIFICANCE: Despite advances in rabies knowledge, substantial uncertainty remains regarding the mechanisms of local spread, the role of wildlife in dog rabies maintenance, and the impact of community behavior on the efficacy of control strategies including vaccination of dogs. Future integrative approaches that use phylodynamic analyses and mechanistic models within a single framework could take full advantage of not only viral sequences but also additional epidemiological information as well as dog ecology data to refine our understanding of rabies spread and control. This would represent a significant improvement on past studies and a promising opportunity for canine rabies research in the frame of the One Health concept that aims to achieve better public health outcomes through cross-sector collaboration.
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