Evidence map›Paper›PMID 39705978›Full record

Trial reportEnvironment international2025

The direct and urinary electrolyte-mediated effects of ambient temperature on population blood pressure: A causal mediation analysis.

Ayesha Mukhopadhyay, Momenul Haque Mondol, Mahbubur Rahman, Leanne Unicomb, Rizwana Khan, Hoimonty Mazumder, Mohammad Nahian Ferdous, Emily V Pickering, Konstantinos C Makris, Alberto J Caban-Martinez and 13 more

Abstract readRandomized Controlled Trial
In one paragraph

Trial report in Environment international, 2025. 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. Article
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

23 authors.

Ayesha MukhopadhyayDivision of Epidemiology, Biostatistics, and Environmental Health, School of Public Health, The University of Memphis, Memphis, TN, USA.
Momenul Haque MondolSchool of Population and Public Health, University of British Columbia, Vancouver, BC Canada; Department of Statistics, University of Barishal, Barishal, Bangladesh.
Mahbubur RahmanInternational Centre for Diarrheal Disease Research, Bangladesh (icddr,b), Dhaka 1212, Bangladesh.
Leanne UnicombInternational Centre for Diarrheal Disease Research, Bangladesh (icddr,b), Dhaka 1212, Bangladesh.
Rizwana KhanInternational Centre for Diarrheal Disease Research, Bangladesh (icddr,b), Dhaka 1212, Bangladesh.
Hoimonty MazumderDivision of Epidemiology, Biostatistics, and Environmental Health, School of Public Health, The University of Memphis, Memphis, TN, USA.
Mohammad Nahian FerdousDivision of Epidemiology, Biostatistics, and Environmental Health, School of Public Health, The University of Memphis, Memphis, TN, USA.
Emily V PickeringDivision of Epidemiology, Biostatistics, and Environmental Health, School of Public Health, The University of Memphis, Memphis, TN, USA.
Konstantinos C MakrisCyprus International Institute for Environmental and Public Health, School of Health Sciences, Cyprus University of Technology, Limassol, Cyprus.
Alberto J Caban-MartinezDepartment of Public Health Sciences, University of Miami, Miller School of Medicine, Miami, FL, USA.
Faruk AhmedDepartment of Engineering Technology, The University of Memphis, Memphis, TN, USA.
Mohammad ShamsudduhaDepartment of Risk and Disaster Reduction, University College London, London, UK.
Fawaz MzayekDivision of Epidemiology, Biostatistics, and Environmental Health, School of Public Health, The University of Memphis, Memphis, TN, USA.
Chunrong JiaDivision of Epidemiology, Biostatistics, and Environmental Health, School of Public Health, The University of Memphis, Memphis, TN, USA.
Hongmei ZhangDivision of Epidemiology, Biostatistics, and Environmental Health, School of Public Health, The University of Memphis, Memphis, TN, USA.
Anwar MusahDepartment of Geography, University College London, London, UK.
Lora E FlemingEuropean Centre for Environment and Human Health, University of Exeter Medical School, Penryn, Cornwall, United Kingdom.
Matthew P SmeltzerDivision of Epidemiology, Biostatistics, and Environmental Health, School of Public Health, The University of Memphis, Memphis, TN, USA.
Howard H ChangDepartment of Biostatistics & Bioinformatics, and Gangarosa Department of Environmental Health, Rollins School of Public Health, Emory University, Atlanta, GA, USA.
John L JefferiesDivision of Epidemiology, Biostatistics, and Environmental Health, School of Public Health, The University of Memphis, Memphis, TN, USA.
Csaba P KovesdyDivision of Nephrology, University of Tennessee Health Science Centre, Memphis, TN, USA.
Xichen MouDivision of Epidemiology, Biostatistics, and Environmental Health, School of Public Health, The University of Memphis, Memphis, TN, USA.
Abu Mohd NaserDivision of Epidemiology, Biostatistics, and Environmental Health, School of Public Health, The University of Memphis, Memphis, TN, USA. Electronic address: atitu@memphis.edu.

Funding

Effect of ambient heat on chronic kidney disease and end-stage kidney disease among US veteransR15ES035227 · NIEHS · UNIVERSITY OF MEMPHIS · PI TITU, ABU MOHAMMED NASER · 2023 to 2023
$433k
NIEHS NIH HHS R15 ES035227Wellcome Trust
6 · The paper itself

Abstract

High ambient heat can directly influence blood pressure (BP) through the vasodilation of the skin vasculature and indirectly by affecting urinary volume and electrolyte levels. We evaluated the direct and urine electrolyte-mediated effects of ambient temperature on BP. We pooled 5,624 person-visit data from a community-based stepped-wedge randomized control trial in southwest coastal Bangladesh from December 2016 to May 2017. Same-day ambient temperature data from local weather stations were linked to participant BP and urine electrolytes using geo-locations of their residential addresses. We implemented causal mediation analyses using the product methods of coefficients with linear mixed models under the sequential ignorability assumption. Separate models were run for each urinary electrolyte mediator (sodium, potassium, calcium, and magnesium), followed by combined models to evaluate the natural direct and electrolyte-mediated indirect effects of temperature on BP. Models had participant-level random intercepts and were adjusted for age, sex, body mass index (BMI), religion, exercise, smoking status, sleep hours, alcohol consumption, urine creatinine, time trend, household assets, drinking water salinity, and seasonality. For the combined mediators (sodium, potassium, calcium, and magnesium), for every 5°C increase in average daily temperature: the direct effect on systolic BP was -1.42 (95 % CI: -1.94, -0.92) mmHg and urine sodium mediated effect was -0.12 (95 % CI: -0.20, -0.05) mmHg; while urine potassium mediated effect was 0.15 (95 % CI: 0.08, 0.25) mmHg; urine calcium-mediated effect 0.06 (95 % CI: 0.01, 0.12) mmHg; and urine magnesium mediated effect -0.00 (95 % CI: -0.03, 0.02) mmHg. We detected similar associations for diastolic BP, pulse pressure, and mean arterial pressure. We found a significant inverse direct effect of ambient temperature on BP compared to minimally mediated urine electrolyte effects. Further studies are needed to uncover the underlying mechanisms of ambient heat and BP associations and to describe the clinical consequences of these associations.

Indexed as

Blood PressureElectrolytesHot TemperatureTemperatureAdultBangladeshFemaleHumansMagnesiumMaleMiddle AgedElectrolytesMagnesiumAmbient TemperatureBlood PressureCardiorenal PhysiologyClimate ChangeEnvironmental HealthGlobal WarmingNephrologyUrinary Electrolytes

Identifiers

PMID39705978
PMCPMC11757155

What OpenQuestion holds

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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.