Evidence map›Paper›PMID 40906771›Full record

ArticlePLoS neglected tropical diseases2025

Extreme weather events and dengue in Southeast Asia: A regionally-representative analysis of 291 locations from 1998 to 2021.

Sophearen Ith, Xerxes Seposo, Vitou Phy, Kraichat Tantrakarnapa, Geminn Louis C Apostol, Pandji Wibawa Dhewantara, Rozita Hod, Mohd Rohaizat Hassan, Hidayatulfathi Othman, Mazrura Sahani and 10 more

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 3 papers.

0numbers the graph read from it
0cells of the map it votes in
3citing 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

3 citing papers in PubMed.

  1. Article
  2. 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

20 authors.

Sophearen IthDepartment of Global Health Policy, Graduate School of Medicine, The University of Tokyo, Tokyo, Japan.ORCID 0000-0002-2162-0423
Xerxes SeposoDepartment of Hygiene, Graduate School of Medicine, Hokkaido University, Hokkaido, Japan.ORCID 0000-0003-0339-8213
Vitou PhyIndeed Inc, Tokyo, Japan.
Kraichat TantrakarnapaDepartment of Social and Environmental Medicine, Faculty of Tropical Medicine, Mahidol University, Bangkok, Thailand.
Geminn Louis C ApostolAteneo Center for Research and Innovation, Ateneo de Manila University-School of Medicine and Public Health, Pasig, Philippines.
Pandji Wibawa DhewantaraResearch Center for Public Health and Nutrition, National Research and Innovation Agency, Bogor, Indonesia.
Rozita HodDepartment of Public Health Medicine, Faculty of Medicine, Universiti Kebangsaan Malaysia, Cheras, Kuala Lumpur, Malaysia.
Mohd Rohaizat HassanDepartment of Public Health Medicine, Faculty of Medicine, Universiti Kebangsaan Malaysia, Cheras, Kuala Lumpur, Malaysia.
Hidayatulfathi OthmanCentre for Toxicology and Health Risk Studies, Faculty of Health Sciences, Universiti Kebangsaan Malaysia, Kuala Lumpur, Malaysia.
Mazrura SahaniCentre for Toxicology and Health Risk Studies, Faculty of Health Sciences, Universiti Kebangsaan Malaysia, Kuala Lumpur, Malaysia.
Jue Tao LimLee Kong Chian School of Medicine, Nanyang Technological University, Singapore, Singapore.
Ha Hong NhungNational Institute of Hygiene and Epidemiology, Hanoi, Vietnam.
Nguyen Hai TuanNational Institute of Hygiene and Epidemiology, Hanoi, Vietnam.
Ngu Duy NghiaNational Institute of Hygiene and Epidemiology, Hanoi, Vietnam.
Taichiro TakemuraInstitute of Tropical Medicine, Nagasaki University, Nagasaki, Japan.
Inthavong NouhakLao Tropical and Public Health Institute, Ministry of Health, Vientiane, Laos.
Paul L C ChuaDepartment of Global Health Policy, Graduate School of Medicine, The University of Tokyo, Tokyo, Japan.
Alex R CookSaw Swee Hock School of Public Health, National University of Singapore and National University Health System, Singapore, Singapore.
Felipe J Colón-GonzálezData for Science and Health, Wellcome Trust, London, United Kingdom.
Masahiro HashizumeDepartment of Global Health Policy, Graduate School of Medicine, The University of Tokyo, Tokyo, Japan.

Funding

Japan Science and Technology Agency (JST)Japan Society for the Promotion of Science Early-Career Scientist
6 · The paper itself

Abstract

backgroundClimate change, leading to more frequent and intense extreme weather events (EWEs), could significantly impact dengue transmission. However, the associations between EWEs and dengue remains underexplored in the Southeast Asia (SEA) region. We investigated the association between selected EWEs (i.e., heatwaves, extremely wet, and drought conditions) and dengue in the SEA region. METHODS AND

findingsMonthly dengue case reports were obtained from 291 locations across eight SEA countries between 1998 and 2021. Heatwaves are defined as the monthly total number of days where temperatures exceed the 95th percentile for at least two consecutive days. Droughts and extremely wet conditions are defined by a self-calibrating Palmer Drought Severity Index (scPDSI). We implemented a generalized additive mixed model coupled with a distributed lag non-linear model to estimate the association between each EWE and dengue. Months with fewer than 12 heatwave days increased dengue risk with delayed effect after two months lag, compared with months without any heatwave. Highest dengue risk is at 7 heatwave days (RR = 1·28; 95%CI: 1·19,1·38). Compared to normal conditions (i.e. scPDSI = 0), drought conditions (i.e. scPDSI = -4) were positively associated with dengue risk (RR = 1·85; 95%CI: 1·73,1·99), while extremely wet conditions (i.e. scPDSI = 4) have reduced dengue risk (RR = 0·89; 95%CI: 0·87,0·91). Although the findings of this study are significant, its limitations arise from the inconsistency of dengue case reporting, which might complicate dengue risk estimation.

conclusionsThis study shows that the delayed effect of heatwaves and drought conditions magnifies the risk of dengue in the SEA region. The findings highlight the need for public health interventions to mitigate the potential dengue risks posed by EWEs in the context of climate change in SEA. Future research should investigate the factors influencing variations in the EWE-dengue association across the region to support the development of tailored, location-specific mitigation and prevention strategies.

Indexed as

DengueExtreme WeatherAnimalsAsia, SoutheasternClimate ChangeDroughtsFemaleHumansSheep

Identifiers

PMID40906771
PMCPMC12419652

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LicenceCC BY
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Registered trials

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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.