Evidence map›Paper›PMID 40208873›Full record

ArticlePLoS neglected tropical diseases2025

Geographical and climatic contributions to melioidosis hotspot formation in Southern Taiwan.

Kuang-Yueh Chen, Kuang-Ying Chen, Hsin-Ping Ho, Hsi-Hsun Lin, Bing-Mu Hsu, Yao-Shen Chen, Duen-Wei Hsu, Chung-Yuan Ren

Abstract read
In one paragraph

Article in PLoS neglected tropical diseases, 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

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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

2 citing papers in PubMed.

  1. Review
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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.

Kuang-Yueh ChenDepartment of Physics, National Kaohsiung Normal University, Kaohsiung, Taiwan.
Kuang-Ying ChenDepartment of Biomedical Sciences, National Chung Cheng University, Chiayi, Taiwan.
Hsin-Ping HoDepartment of Biotechnology, National Kaohsiung Normal University, Kaohsiung, Taiwan.
Hsi-Hsun LinDivision of Infectious Diseases, E-Da Dachang Hospital, I-Shou University, Kaohsiung, Taiwan.
Bing-Mu HsuDepartment of Earth and Environmental Sciences, National Chung Cheng University, Chiayi, Taiwan.
Yao-Shen ChenDivision of Infectious Diseases, Department of Internal Medicine, Kaohsiung Veterans General Hospital, Kaohsiung, Taiwan.
Duen-Wei HsuDepartment of Biotechnology, National Kaohsiung Normal University, Kaohsiung, Taiwan.ORCID 0000-0001-5762-7806
Chung-Yuan RenDepartment of Physics, National Kaohsiung Normal University, Kaohsiung, Taiwan.

Funding

Kaohsiung Veterans General HospitalTaiwan Ministry of Technology and Science
6 · The paper itself

Abstract

Melioidosis outbreaks in Taiwan frequently coincided with severe typhoons. Over a 20-year period, 782 cases of melioidosis were reported, with outbreaks often clustering in a specific hotspot area. We hypothesized that the unique hilly terrain in this hotspot trapped contaminated aerosols generated from northern to northwestern farming land within the area and restricted their spread beyond it. Across Taiwan, and particularly within the hotspot, weekly melioidosis incidence was significantly correlated with heavy rainfall and strong wind speed with time lags of 0, 1 and 2 weeks. When rainfall exceeded 200 mm and wind gust speeds reached over 20 m/sec, melioidosis outbreaks were frequently observed. Additionally, melioidosis incidence was associated with riverbank repair activities, indicating severe flooding caused by typhoons. Environmental confounding factors, such as CH₄, CO, NO, NO₂, NOx, O₃, particulate matter (PM)10, PM2.5, SO₂, and total hydrocarbon (THC), fluctuated seasonally but were not correlated with melioidosis cases. Aerosol sampling revealed that concentrations of contaminated aerosols were markedly higher north of the hill, where farming land was more prevalent, compared to the south, which had no farming land and was primarily residential. In addition to heavy rainfall and strong wind speed, shifts in wind direction from southwesterly to northwesterly during typhoons appeared to concentrate aerosols in the northern area but not in the south. Higher seropositive rates for Burkholderia pseudomallei antibodies in northern residents, compared to those in the south, further suggested increased exposure to pathogen-laden aerosols in the northern hotspot. This study demonstrated that heavy rainfall, combined with strong directional winds, generated high concentrations of contaminated aerosols from farming land in specific hilly terrains, leading to localized melioidosis outbreaks. It provided a valuable example of geographical, and climatic factors driving the formation of melioidosis hotspots in subtropical regions such as southern Taiwan.

Indexed as

Disease HotspotDisease OutbreaksMelioidosisAdultAerosolsBurkholderia pseudomalleiClimateFemaleGeographyHumansIncidenceMaleMiddle AgedRainTaiwanAerosols

Identifiers

PMID40208873
PMCPMC12080920

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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.