Evidence map›Paper›PMID 42414802›Full record

SynthesisJournal of general internal medicine2026

Heatstroke Over the Past Decade: Risk Factors, Long-Term Health Consequences, and Preventive Measures.

Ferdous Wahid, Shafi Ahmed, Md Tobibul Islam, Anuj Yadav, Intisar Ahmed, Mahin Muntakim, Nabila Akter Nishu, Md Rabiul Islam, Md Enamul Hoque

Abstract readSystematic Review
PubMed Publisher
In one paragraph

Synthesis in Journal of general internal medicine, 2026. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 1 paper.

0numbers the graph read from it
0cells of the map it votes in
1citing 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

1 citing paper in PubMed.

  1. Review
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

9 authors.

Ferdous WahidDepartment of Medicine, Dinajpur Medical College, Dinajpur, Bangladesh.
Shafi AhmedDepartment of Medicine, Chittagong Medical College, Chattogram, Bangladesh.
Md Tobibul IslamDepartment of Biomedical Engineering, Military Institute of Science and Technology, Dhaka, Bangladesh.
Anuj YadavDepartment of Medicine, Dinajpur Medical College, Dinajpur, Bangladesh.
Intisar AhmedDepartment of Medicine, Chittagong Medical College, Chattogram, Bangladesh.
Mahin MuntakimDepartment of Medicine, Dinajpur Medical College, Dinajpur, Bangladesh.
Nabila Akter NishuDepartment of Medicine, Armed Forces Medical College, Dhaka, Bangladesh.
Md Rabiul IslamDepartment of Electrical and Computer Engineering, Texas A&M University, College Station, TX, USA.
Md Enamul HoqueDepartment of Mechanical Engineering, Faculty of Engineering, University of Tabuk, Tabuk 71491, Saudi Arabia. mhoque@ut.edu.sa.ORCID http://orcid.org/0000-0003-0393-6771

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

backgroundHeatstroke (HS) encompasses acute multi-organ dysfunction and increases susceptibility to subsequent heat-related conditions, making timely diagnosis and intervention critical.

objectiveThis systematic review aimed to identify risk factors and long-term health consequences, evaluate cooling methods for field interventions, and assess the accuracy of predictive technologies.

methodsA comprehensive search of five major databases (MEDLINE/PubMed, Embase, Web of Science, Scopus, and CINAHL) was conducted in May 2024 for peer-reviewed English studies published between January 2014 and May 2024. Eligibility criteria included populations diagnosed with classic or exertional heatstroke (EHS) and reports on clinical outcomes. Methodological quality was assessed using the JBI critical appraisal tools, and the certainty of the evidence was determined using the GRADE system. Results were synthesized narratively due to study heterogeneity.

resultsOut of 1346 identified records, 39 studies were included. Risk of Bias (RoB) assessment categorized 66.7% of studies as low RoB, 20.5% as moderate, and 12.8% as low/moderate. High-precision data confirm a bimodal age risk distribution: runners younger than 30 have a 5.5-fold higher incidence of EHS, while classic heatstroke peaks at ≥ 65; at ≥ 80 years, it is 4.45 per 100,000 (moderate certainty). Among comorbidities, neuropsychiatric disorders carried the highest independent risk (aOR 7.69; 95% CI 4.06-14.54; P < 0.01) (high certainty). Survivors face significant chronic risks, with strong associations found for acute myocardial infarction (aHR 7.43) and chronic kidney disease (aHR 4.35) (low certainty due to serious inconsistency/imprecision). Cold-water immersion (CWI) is the definitive gold standard (0.14-0.22 °C/min), achieving cooling rates that are mathematically five times faster than cold IV saline (0.039 °C/min; P < 0.01) (moderate certainty). Emerging machine learning models utilizing wearable sensors achieved a predictive AUC of 0.99, though clinical certainty is low due to small event samples and suspected publication bias.

conclusionsCWI is the gold standard treatment for rapidly reducing core temperature to prevent permanent organ damage. "Cool first, transport second" should be prioritized, with prevention targeted at young athletes and elderly populations with neuropsychiatric conditions. Future research is needed on predictive models in large clinical cohorts to translate laboratory validation into real-time prevention.

Indexed as

comorbiditiesheat-related Illnessheatstrokelong-term health consequencesPRISMA

Identifiers

PMID42414802

What OpenQuestion holds

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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.