Evidence map›Paper›PMID 42720949›Full record

ArticleJAMA network open2026

Extreme Heat Exposure and Blood Pressure in Community Health Center Patients.

Brenda M McGrath, Joanna Georgescu, Pedram Fard, Rachel Gold, John Heintzman, Chirag J Patel, Raghav Tandon, Karen Albright, Hossein Estiri

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Article in JAMA network open, 2026. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Not yet cited in PubMed.

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1 · What the graph read from it

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2 · The registry

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3 · Its place in the literature

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4 · The record

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5 · Who and what money

Authors and funding

9 authors.

Brenda M McGrathOCHIN, Portland, Oregon.
Joanna GeorgescuOCHIN, Portland, Oregon.
Pedram FardDepartment of Medicine, Massachusetts General Hospital, Boston.
Rachel GoldOCHIN, Portland, Oregon.
John HeintzmanDepartment of Family Medicine, Oregon Health and Science University, Portland.
Chirag J PatelDepartment of Biomedical Informatics, Harvard Medical School, Boston, Massachusetts.
Raghav TandonDepartment of Biomedical Informatics, Harvard Medical School, Boston, Massachusetts.
Karen AlbrightOCHIN, Portland, Oregon.
Hossein EstiriDepartment of Medicine, Massachusetts General Hospital, Boston.

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

Importance: Extreme heat has well-documented cardiovascular effects, yet its acute association with blood pressure (BP) in routine clinical settings remains incompletely characterized, particularly in large, diverse outpatient populations. Objective: To assess the association between extreme heat exposure and BP among patients receiving care at community health centers (CHCs). Design, Setting, and Participants: This cross-sectional study was conducted using electronic health record data from a national network of 2554 CHCs across 40 US states during the summer months (June through August) of 2019 to 2023. Participants included adult patients (≥18 years of age) with ambulatory encounters that included BP measurements. Data were analyzed October 2025 to April 2026. Exposure: Same-day and short-term cumulative exposure to extreme heat, defined using the GridEX dataset (500 × 500 m spatial resolution) linked to clinic locations. Extreme heat was operationalized as days exceeding location-specific thresholds. Main Outcomes and Measures: The primary outcomes were systolic and diastolic BP recorded during ambulatory visits. Associations were estimated using mixed-effects models with patient- and facility-level random intercepts, adjusting for age, sex, race and ethnicity, hypertension and medication status, comorbidities, year, and geographic region. Effect modification by age and hypertension and medication status was evaluated. Distributed lag nonlinear models assessed cumulative associations across an 8-day window for the binary extreme heat exposure indicator. Results: Of 4 221 866 ambulatory encounters (cohort mean [SD] age, 47.6 [17.0] years; 63% female), most were for patients without a hypertension diagnosis (81%). Same-day extreme heat exposure was associated with lower systolic BP (-0.7 [95% CI, -0.8 to -0.6] mm Hg) and diastolic BP (-0.3 [95% CI, -0.3 to -0.2] mm Hg). Decreases were larger among adults aged 65 years or older (systolic: -1.1 [95% CI, -1.3 to -0.9] mm Hg vs -0.6 [95% CI, -0.7 to -0.5] mm Hg among adults aged <65 years; interaction P < .001; diastolic: -0.8 [95% CI, -1.0 to -0.6] mm Hg vs -0.3 [95% CI, -0.3 to -0.2] mm Hg among adults aged <65 years; interaction P < .001). Hypertension status modified the association between extreme heat exposure and systolic BP (omnibus interaction P = .003) but not diastolic BP (omnibus interaction P = .84). In distributed lag analyses, BP reductions peaked on the day of exposure and the following day and were attenuated by day 3, with minimal cumulative differences thereafter (cumulative difference across lags 0 through 7: -0.8 [95% CI, -1.0 to -0.6] mm Hg for systolic and -0.5 [95% CI, -0.6 to -0.4] mm Hg for diastolic). Conclusions and Relevance: In this cross-sectional study, extreme heat exposure was associated with modest acute reductions in BP among adults receiving care at CHCs, with slightly larger reductions among older adults. These findings suggest physiologic responses to heat that may be relevant for clinical BP measurement and cardiovascular risk assessment in outpatient settings.

Indexed as

Blood PressureCommunity Health CentersExtreme HeatHypertensionAdultAgedCross-Sectional StudiesFemaleHumansMaleMiddle AgedUnited States

Identifiers

PMID42720949
PMCPMC13563259

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