The direct and urinary electrolyte-mediated effects of ambient temperature on population blood pressure: A causal mediation analysis
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.
Authors
- Howard H. Chang (ORCID: https://orcid.org/0000-0002-6316-1640)
- Faroug Yousif Nimer Ahmed
- John L. Jefferies (ORCID: https://orcid.org/0000-0002-4046-2352)
- Chunrong Jia (ORCID: https://orcid.org/0000-0001-6541-6478)
- Momenul Haque Mondol (ORCID: https://orcid.org/0000-0002-2624-2118)
- Mohammad Shamsudduha (ORCID: https://orcid.org/0000-0002-9708-7223)
- Leanne Unicomb (ORCID: https://orcid.org/0000-0002-7757-5641)
- Xichen Mou (ORCID: https://orcid.org/0000-0002-1326-7877)
- Fawaz Mzayek (ORCID: https://orcid.org/0000-0002-4650-9158)
- Alberto J. Caban‐Martinez (ORCID: https://orcid.org/0000-0002-5960-1308)
- Hoimonty Mazumder (ORCID: https://orcid.org/0000-0003-3787-3780)
- Ayesha Mukhopadhyay (ORCID: https://orcid.org/0009-0005-3608-0385)
- Konstantinos C. Makris (ORCID: https://orcid.org/0000-0001-5251-8619)
- Anwar Musah
- Abu Mohd Naser (ORCID: https://orcid.org/0000-0002-1347-4446)
- Csaba Pal Kovesdy (ORCID: https://orcid.org/0000-0002-8204-911X)
- Rizwana Khan (ORCID: https://orcid.org/0000-0002-9210-9024)
- Lora E. Fleming (ORCID: https://orcid.org/0000-0003-1076-9967)
- Mahbubur Rahman (ORCID: https://orcid.org/0000-0003-0520-2683)
- Hongmei Zhang (ORCID: https://orcid.org/0000-0003-3557-0364)
- Emily V. Pickering
- Moyeen Ahmed Ferdous
- Matthew Smeltzer
Institutions
- University of Miami (US)
- Emory University (US)
- University of Tennessee Health Science Center (US)
- Cyprus University of Technology (CY)
- International Centre for Diarrhoeal Disease Research (BD)
- University of Exeter (GB)
- University of Barishal (BD)
- Systemic Risk Centre (GB)
- University College London (GB)
- University of Memphis (US)
Publication Details
- Journal
- Environment International
- Published
- 2024-12-13
- DOI
- https://doi.org/10.1016/j.envint.2024.109208
- Citations
- 2
- Primary Topic
- Climate Change and Health Impacts
- Type
- article
- Field-Weighted Citation Impact
- 0.63
Funders
- Wellcome Trust
- National Institutes of Health