Evidence map›Paper›PMID 40142514›Full record

ArticleMicroorganisms2025

Socioeconomic and Eco-Environmental Drivers Differentially Trigger and Amplify Bacterial and Viral Outbreaks of Zoonotic Pathogens.

Payton Phillips, Negin Nazari, Sneha Dharwadkar, Antoine Filion, Benedicta Essuon Akaribo, Patrick Stephens, Mekala Sundaram

Abstract read
In one paragraph

Article in Microorganisms, 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
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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

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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

7 authors.

Payton PhillipsCenter for Precision One Health and Department of Infectious Diseases, University of Georgia, Athens, GA 36688, USA.ORCID 0000-0001-6440-9065
Negin NazariDepartment of Integrative Biology, Oklahoma State University, Stillwater, OK 74078, USA.ORCID 0009-0004-2470-0367
Sneha DharwadkarCenter for Precision One Health and Department of Infectious Diseases, University of Georgia, Athens, GA 36688, USA.
Antoine FilionDepartment of Integrative Biology, Oklahoma State University, Stillwater, OK 74078, USA.ORCID 0000-0003-1198-3017
Benedicta Essuon AkariboDepartment of Integrative Biology, Oklahoma State University, Stillwater, OK 74078, USA.ORCID 0000-0002-6426-5345
Patrick StephensDepartment of Integrative Biology, Oklahoma State University, Stillwater, OK 74078, USA.ORCID 0000-0003-1995-5715
Mekala SundaramCenter for Precision One Health and Department of Infectious Diseases, University of Georgia, Athens, GA 36688, USA.

Funding

Spillover of Ebola and other filoviruses at ecological boundariesR01AI156866 · NIAID · UNIVERSITY OF GEORGIA · PI STEPHENS, PATRICK · 2020 to 2024
$2.2M
National Science Foundation NSF DMS 2327844NIAID NIH HHS R01 AI156866NIH HHS R01Al156866
6 · The paper itself

Abstract

The frequency of infectious disease outbreaks and pandemics is rising, demanding an understanding of their drivers. Common wisdom suggests that increases in outbreak frequency are driven by socioeconomic factors such as globalization and urbanization, yet, the majority of disease outbreaks are caused by zoonotic pathogens that can be transmitted from animals to humans, suggesting the important role of ecological and environmental drivers. Previous studies of outbreak drivers have also failed to quantify the differences between major classes of pathogens, such as bacterial and viral pathogens. Here, we reconsider the observed drivers of a global sample of 300 zoonotic outbreaks, including the 100 largest outbreaks that occurred between 1977 and 2017. We show that socioeconomic factors more often trigger outbreaks of bacterial pathogens, whereas ecological and environmental factors trigger viral outbreaks. However, socioeconomic factors also act as amplifiers of viral outbreaks, with higher case numbers in viral outbreaks driven by a larger proportion of socioeconomic factors. Our results demonstrate that it is useful to consider the drivers of global disease patterns in aggregate due to commonalities that cross disease systems. However, our work also identifies important differences between the driver profiles of bacterial and viral diseases in aggregate.

Indexed as

bacteriadisease macroecologyecological and environmental factorsinfectious disease outbreakoutbreak driverssocioeconomic factorstransmission driversviruszoonosis

Identifiers

PMID40142514
PMCPMC11945676

What OpenQuestion holds

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LicenceCC BY
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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.