Evidence map›Paper›PMID 41048213›Full record

ArticleTransboundary and emerging diseases2025

Foot-and-Mouth Disease in Bolivia: Simulation-Based Assessment of Control Strategies and Vaccination Requirements.

Nicolas C Cardenas, Diego Viali Dos Santos, Daniel Magalhães Lima, Hernán Oliver Daza Gutierrez, Daniel Rodney Gareca Vaca, Gustavo Machado

Abstract read
In one paragraph

Article in Transboundary and emerging diseases, 2025. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Not yet cited in PubMed.

0numbers the graph read from it
0cells of the map it votes in
0citing papers in PubMed
–field-weighted citation impact
1 · What the graph read from it

What it found

Each row is one number read from the abstract, on the scale the paper reported it, with its interval. Left of the dashed line favours the treatment, right favours the comparator. Under each row is the sentence it came from. New to these charts? A ten-minute tutorial.

The abstract states no effect estimate the extractor could read, or names no intervention and outcome on the map, so this paper lights no cell and moves no belief. It is still indexed, cited and linked below.

2 · The registry

The trial behind it

Trials whose registry record cites this paper, or whose number appears in the abstract. A trial that started after this paper was published is citing it as background, not reporting it.

Neither the registry nor the abstract names a trial number. If this is a trial report, that itself is worth knowing.

3 · Its place in the literature

Who cites it

0 citing papers in PubMed.

No citing paper in PubMed yet.

4 · The record

Corrections and comments

PubMed lists nothing against this paper. Absence here is not a guarantee, only a check that was made.

5 · Who and what money

Authors and funding

6 authors.

Nicolas C CardenasDepartment of Population Health and Pathobiology, College of Veterinary Medicine, North Carolina State University, Raleigh, North Carolina, USA.ORCID https://orcid.org/0000-0001-7884-2353
Diego Viali Dos SantosPan American Center for Foot-and-Mouth Disease and Veterinary Public Health, Pan American Health Organization, Rio de Janeiro, Brazil.ORCID https://orcid.org/0000-0001-8092-3064
Daniel Magalhães LimaPan American Center for Foot-and-Mouth Disease and Veterinary Public Health, Pan American Health Organization, Rio de Janeiro, Brazil.ORCID https://orcid.org/0000-0001-8250-4760
Hernán Oliver Daza GutierrezServicio Nacional de Sanidad Agropecuaria e Inocuidad Alimentaria (SENASAG), Santa Cruz de la Sierra, Bolivia.
Daniel Rodney Gareca VacaServicio Nacional de Sanidad Agropecuaria e Inocuidad Alimentaria (SENASAG), Santa Cruz de la Sierra, Bolivia.
Gustavo MachadoDepartment of Population Health and Pathobiology, College of Veterinary Medicine, North Carolina State University, Raleigh, North Carolina, USA.ORCID https://orcid.org/0000-0001-7552-6144

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

Examining the dissemination dynamics of foot-and-mouth disease (FMD) is critical for revising national response plans. We developed a stochastic susceptible-exposed-infected-recovered (SEIR) metapopulation model to simulate FMD outbreaks in Bolivia and explore how the national response plan impacts the dissemination among all susceptible species. We explored variations in the control strategies, mapped high-risk areas, and estimated the number of vaccinated animals during the reactive ring vaccination. Initial outbreaks ranged from 1 to 357 infected farms, with control measures implemented for up to 100 days, including control zones, a 30-day movement ban, depopulation, and ring vaccination. Combining vaccination (50-90 farms/day) and depopulation (1-2 farms/day) controlled 60.3% of outbreaks, while similar vaccination but higher depopulation rates (3-5 farms/day) controlled 62.9% and eliminated outbreaks 9 days faster. Utilizing depopulation alone controlled 56.76% of outbreaks, but had a significantly longer median duration of 63 days. Combining vaccination (25-45 farms/day) and depopulation (6-7 farms/day) was the most effective approach, eliminating all outbreaks within a median of 3 days (with a maximum of 79 days). Vaccination alone controlled only 0.6% of outbreaks and had a median duration of 98 days. Ultimately, results showed that the most effective strategy involved ring vaccination combined with depopulation, requiring a median of 925,338 animals to be vaccinated. Outbreaks were most frequent in high-density farming areas, such as Potosí, Cochabamba, and La Paz. Our results suggest that emergency ring vaccination alone cannot eliminate FMD if reintroduced in Bolivia, and combining depopulation with vaccination significantly shortens the outbreak duration. These findings provide valuable insights to inform Bolivia's national FMD response plan, including vaccine requirements and the role of depopulation in controlling outbreaks.

Indexed as

Cattle DiseasesDisease OutbreaksFoot-and-Mouth DiseaseSwine DiseasesVaccinationViral VaccinesAnimalsBoliviaCattleComputer SimulationSwineViral Vaccinesdynamical modelsepidemiologyinfectious disease controltargeted controltransmission

Identifiers

PMID41048213
PMCPMC12490914

What OpenQuestion holds

Textmetadata
LicenceCC BY
Read underepoch 390

Registered trials

None linked

Read under generation 80e0d062 · epoch 390. Bibliography from PubMed, PubMed Central and OpenAlex; grants from NIH RePORTER; trial links from ClinicalTrials.gov; estimates, votes and beliefs from the OpenQuestion graph.