Evidence map›Paper›PMID 42519704›Full record

ArticleFrontiers in microbiology2026

Global distribution and multidimensional risk assessment of brucellosis in humans, livestock, and wildlife.

Jianxiang Qiu, Ruihao Peng, Wei Kan, Zhixin Fang, Yiyu Chen

Abstract read
PubMed Full text at PMC Publisher
In one paragraph

Article in Frontiers in microbiology, 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

5 authors.

Jianxiang Qiu *The Department of Medical Administration, The Affiliated Guangdong Second Provincial General Hospital of Jinan University, Guangzhou, China.
Ruihao Peng *NMPA Key Laboratory for Quality Monitoring and Evaluation of Vaccines and Biological Products, One Health Center of Excellence for Research and Training, School of Public Health, Sun Yat-Sen University, Guangzhou, China.
Wei KanAnimal Disease Prevention and Control Center in Qinghai Province, Xining, China.
Zhixin FangThe Department of Medical Administration, The Affiliated Guangdong Second Provincial General Hospital of Jinan University, Guangzhou, China.
Yiyu ChenThe Department of Medical Administration, The Affiliated Guangdong Second Provincial General Hospital of Jinan University, Guangzhou, China.

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

Brucellosis is a globally distributed zoonotic disease transmitted among livestock, wildlife, and humans, posing a substantial global public health challenge. However, the global distribution of brucellosis risk and its impacts across the human-livestock-wildlife interface remain insufficiently characterized. In this study, we developed a global ecological risk assessment framework to characterize the spatial distribution of brucellosis and its major environmental and anthropogenic drivers. Using a comprehensive global database of

Indexed as

brucellosisecological niche modelingglobal risk assessmentOne Health surveillancewildlife–livestock interface

Identifiers

PMID42519704
PMCPMC13381503

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.