Evidence map›Paper›PMID 41501323›Full record

ArticleScientific reports2026

Incubation phase transmission of foot-and-mouth disease virus in cattle: experimental evidence and simulated impacts.

Carolina Stenfeldt, John M Humphreys, Jonathan Arzt

Abstract read
In one paragraph

Article in Scientific reports, 2026. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 1 paper.

0numbers the graph read from it
0cells of the map it votes in
1citing 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

1 citing paper in PubMed.

  1. Article
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

3 authors.

Carolina StenfeldtForeign Animal Disease Research Unit, U.S. Department of Agriculture-Agricultural Research Service, Plum Island Animal Disease Center, Greenport, NY, USA. Carolina.Stenfeldt@USDA.gov.
John M HumphreysForeign Animal Disease Research Unit, U.S. Department of Agriculture-Agricultural Research Service, National Bio and Agro-Defense Facility, Manhattan, KS, USA.
Jonathan ArztForeign Animal Disease Research Unit, U.S. Department of Agriculture-Agricultural Research Service, Plum Island Animal Disease Center, Greenport, NY, USA. Jonathan.Arzt@USDA.gov.

Funding

Agricultural Research Service 8064-32000-064-00D
6 · The paper itself

Abstract

The capacity of any pathogen to transmit from infected hosts prior to the development of clinical disease substantially impacts the ability to effectively control an outbreak. Foot-and-mouth disease virus (FMDV) is known for its rapid spread and ability to cause severe disease outbreaks amongst susceptible livestock species. In this current investigation, it was demonstrated that cattle infected with FMDV were capable of transmitting infection at least 24 h prior to the development of clinical signs. Additionally, the progression of infection in cattle exposed to infected donors during the early infectious phase was slower than in cattle exposed at later time points, suggesting a dose-dependent effect on infection dynamics in contact-exposed cattle. To quantify the impact, outcomes from the transmission experiment were used to parameterize agent-based simulations at three biological levels, within-host, within-herd, and between-farm. Simulations revealed that outbreaks spread more rapidly and infect more cattle and farms when models account for preclinical transmission. Specifically, including pre-clinical transmission in a between-farm simulation resulted in a 33.7% increase in the number of affected farms, demonstrating that incubation phase infectiousness has important implications for outbreak preparedness and response.

Indexed as

Cattle DiseasesFoot-and-Mouth DiseaseFoot-and-Mouth Disease VirusInfectious Disease Incubation PeriodAnimalsCattleComputer SimulationDisease OutbreaksCattleFMDFMDVFoot-and-mouth disease virusModelingTransmission

Identifiers

PMID41501323
PMCPMC12855831

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.