Evidence map›Paper›PMID 42465450›Full record

ArticlebioRxiv : the preprint server for biology2026

One Health genomic surveillance reveals structured urban rabies transmission and major surveillance gaps.

Kirstyn Brunker, Alejandra Dávila-Barclay, Elvis W Díaz, Sandeep Kasaragod, Rowan Durrant, Katie Hampson, Edith Zegarra, Ynés Monroy, Ricardo Castillo-Neyra

Abstract readPreprint
In one paragraph

Article in bioRxiv : the preprint server for biology, 2026. 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

9 authors.

Kirstyn BrunkerSchool of Biodiversity, One Health & Veterinary Medicine, University of Glasgow, Glasgow, United Kingdom.ORCID 0000-0001-9990-6299
Alejandra Dávila-BarclaySchool of Biodiversity, One Health & Veterinary Medicine, University of Glasgow, Glasgow, United Kingdom.ORCID 0000-0002-5914-7774
Elvis W DíazOne Health Unit, School of Public Health and Administration, Universidad Peruana Cayetano Heredia, Lima, Peru.ORCID 0009-0001-6996-5965
Sandeep KasaragodSchool of Biodiversity, One Health & Veterinary Medicine, University of Glasgow, Glasgow, United Kingdom.ORCID 0000-0001-9499-3653
Rowan DurrantSchool of Biodiversity, One Health & Veterinary Medicine, University of Glasgow, Glasgow, United Kingdom.ORCID 0000-0002-9742-2052
Katie HampsonSchool of Biodiversity, One Health & Veterinary Medicine, University of Glasgow, Glasgow, United Kingdom.ORCID 0000-0001-5392-6884
Edith ZegarraLaboratorio de Referencia Regional de la Gerencia Regional de Salud de Arequipa, Arequipa, Peru.
Ynés MonroyLaboratorio de Referencia Regional de la Gerencia Regional de Salud de Arequipa, Arequipa, Peru.
Ricardo Castillo-NeyraOne Health Unit, School of Public Health and Administration, Universidad Peruana Cayetano Heredia, Lima, Peru.ORCID 0000-0001-6629-2139

Funding

Spatially responsive mass vaccination strategies for urban rabiesR01AI168291 · NIAID · UNIVERSITY OF PENNSYLVANIA · PI Ricardo Castillo Neyra · 2022 to 2026
$3.2M
Research Training in Integration of Epidemiology and Implementation Science for Neglected Zoonotic Disease Control in PeruD43TW012741 · FIC · UNIVERSITY OF PENNSYLVANIA · PI Ricardo Castillo Neyra, Valerie Andrea Paz-Soldan · 2024 to 2026
$723k
Control and Prevention of Zoonotic Epidemics in Cities: A Socio-Spatial ApproachK01AI139284 · NIAID · UNIVERSITY OF PENNSYLVANIA · PI CASTILLO NEYRA, RICARDO · 2019 to 2023
$710k
FIC NIH HHS D43 TW012741NIAID NIH HHS K01 AI139284NIAID NIH HHS R01 AI168291Wellcome Trust
6 · The paper itself

Abstract

Persistent local foci remain a barrier to eliminating dog-mediated rabies. The processes sustaining micro-scale transmission, particularly in complex urban systems, remain poorly understood. We apply an integrated One Health genomic epidemiology framework to reconstruct a decade-long rabies virus (RABV) epidemic in Arequipa, Peru. Combining 133 new whole genomes with existing data, we produce the most comprehensive canine RABV dataset in Latin America and use whole-genome-informed phylogenetic, phylodynamic, and landscape analyses, to trace the epidemic from its first detection in 2015. Transmission was dominated by a single lineage estimated to be introduced around 2012, which spread for approximately 3 years before detection. We find that only 1-2% of infections are routinely detected, revealing extensive cryptic transmission and undermining case-based metrics for verifying disease freedom. Additional regional and transboundary introductions were detected, but only one resulted in sustained transmission. Within Arequipa city, transmission is highly structured, concentrated in densely populated and socioeconomically deprived areas, and shaped by urban connectivity, with roads and dry water channels facilitating spread and rivers acting as partial barriers. Together, our findings demonstrate that rabies persistence reflects interacting processes across spatial scales and support genomic-informed, spatially targeted surveillance and control strategies.

Indexed as

GenomicsNanoporeOne HealthOutbreakRabiesRABVWGSZoonosis

Identifiers

PMID42465450
PMCPMC13370959

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.