Evidence map›Paper›PMID 40646401›Full record

ArticleEcoHealth2025

Selecting Sites for Strategic Surveillance of Zoonotic Pathogens: A Case Study in Panamá.

Marlon E Cobos, Jonathan L Dunnum, Blas Armién, Publio González, Enós Juárez, Jacqueline R Salazar, Joseph A Cook, Jocelyn P Colella

Abstract read
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In one paragraph

Article in EcoHealth, 2025. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 2 papers.

0numbers the graph read from it
0cells of the map it votes in
2citing 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

2 citing papers in PubMed.

  1. Article
  2. 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

8 authors.

Marlon E CobosDepartment of Ecology and Evolutionary Biology and Biodiversity Institute, University of Kansas, Dyche Hall 1345 Jayhawk Blvd Lawrence, Lawrence, KS, 66045, USA. manubio13@gmail.com.ORCID 0000-0002-2611-1767
Jonathan L DunnumBiology Department and Museum of Southwestern Biology, University of New Mexico, Albuquerque, NM, 87131, USA.
Blas ArmiénDepartment of Research in Emerging and Zoonotic Infectious Diseases, Gorgas Memorial Institute for Health Studies, 0816-02593, Panamá City, Panama.
Publio GonzálezDepartment of Research in Emerging and Zoonotic Infectious Diseases, Gorgas Memorial Institute for Health Studies, 0816-02593, Panamá City, Panama.
Enós JuárezDepartment of Research in Emerging and Zoonotic Infectious Diseases, Gorgas Memorial Institute for Health Studies, 0816-02593, Panamá City, Panama.
Jacqueline R SalazarDepartment of Research in Emerging and Zoonotic Infectious Diseases, Gorgas Memorial Institute for Health Studies, 0816-02593, Panamá City, Panama.
Joseph A CookBiology Department and Museum of Southwestern Biology, University of New Mexico, Albuquerque, NM, 87131, USA.
Jocelyn P ColellaDepartment of Ecology and Evolutionary Biology and Biodiversity Institute, University of Kansas, Dyche Hall 1345 Jayhawk Blvd Lawrence, Lawrence, KS, 66045, USA.

Funding

Climate Change Capacity Building Program: Research and Public Health Action Award from the Centers for Infectious Diseases 347998861Gorgas Memorial Institute of Studies of Health, Secretaria Nacional de Ciencia y Tecnología ftd06-089Ministry of Economy and Finance of Panama 111130150.501.274Ministry of Economy and Finance of Panama FPI-MEF-056Ministry of Economy and Finance of Panama PHoEZyTV I-IIPICANTE (Pathogen Informatics Center for Analysis, Networking, Translation, and Education, US National Science Foundation) ftd06-089
6 · The paper itself

Abstract

Surveillance and monitoring of zoonotic pathogens is key to identifying and mitigating emerging public health threats. Surveillance is often designed to be taxonomically targeted or systematically dispersed across geography; however, those approaches may not represent the breadth of environments inhabited by a host, vector, or pathogen, leaving significant gaps in our understanding of pathogen dynamics in their natural reservoirs and environments. As a case study on the design of pathogen surveillance programs, we assess how well 20 years of small mammal surveys in Panamá sampled available environments and propose a multistep approach to selecting survey localities in the future. We use > 8000 georeferenced mammal specimen records, collected as part of a long-term hantavirus surveillance program, to test the completeness of country-wide environmental sampling. Despite 20 years of surveillance, our analyses identify a few key environmental sampling gaps. To refine surveillance strategies, we select a series of "core" historically sampled localities for continued surveillance, supplemented with additional environmentally distinct sites to more completely represent available environments in Panamá. Based on lessons learned through decades of surveillance, we propose a series of recommendations to improve strategic sampling of wildlife for zoonotic pathogen surveillance.

Indexed as

Environmental MonitoringMammalsZoonosesAnimalsDisease ReservoirsHumansPanamabiorepositoryemerging diseaseenvironmental variableshantavirusholistic collectingmuseumsampling strategy

Identifiers

What OpenQuestion holds

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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.