Evidence map›Paper›PMID 41120825›Full record

ArticleJournal of the American Heart Association2025

Short-Term Effects of Personal-Level Environmental Temperature on Ambulatory Blood Pressure in Patients With Hypertension: A Multicity Panel Study.

Hanrui Liu, Zhennan Lin, Xueli Yang, Jie Cao, Jianxin Li, Keyong Huang, Shufeng Chen, Xiangfeng Lu, Dongfeng Gu, Fangchao Liu and 1 more

Abstract readMulticenter Study
In one paragraph

Article in Journal of the American Heart Association, 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. The Japanese Society of Hypertension Practical Consensus Guidelines for Seasonal Blood Pressure Management.Hypertension research : official journal of the Japanese Society of Hypertension · 2026
    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

11 authors.

Hanrui LiuDepartment of Epidemiology, Fuwai Hospital, National Center for Cardiovascular Diseases Chinese Academy of Medical Sciences and Peking Union Medical College Beijing China.
Zhennan LinDepartment of Cardiology, Shengli Clinical Medical College of Fujian Medical University, Fujian Provincial Hospital Fuzhou University Affiliated Provincial Hospital Fuzhou China.ORCID 0000-0003-3602-7881
Xueli YangTianjin Key Laboratory of Environment, Nutrition, and Public Health, Department of Occupational and Environmental Health, School of Public Health Tianjin Medical University Tianjin China.
Jie CaoDepartment of Epidemiology, Fuwai Hospital, National Center for Cardiovascular Diseases Chinese Academy of Medical Sciences and Peking Union Medical College Beijing China.
Jianxin LiDepartment of Epidemiology, Fuwai Hospital, National Center for Cardiovascular Diseases Chinese Academy of Medical Sciences and Peking Union Medical College Beijing China.ORCID 0000-0001-9166-642X
Keyong HuangDepartment of Epidemiology, Fuwai Hospital, National Center for Cardiovascular Diseases Chinese Academy of Medical Sciences and Peking Union Medical College Beijing China.
Shufeng ChenDepartment of Epidemiology, Fuwai Hospital, National Center for Cardiovascular Diseases Chinese Academy of Medical Sciences and Peking Union Medical College Beijing China.ORCID 0000-0002-0825-0747
Xiangfeng LuDepartment of Epidemiology, Fuwai Hospital, National Center for Cardiovascular Diseases Chinese Academy of Medical Sciences and Peking Union Medical College Beijing China.ORCID 0000-0003-4088-2338
Dongfeng GuDepartment of Epidemiology, Fuwai Hospital, National Center for Cardiovascular Diseases Chinese Academy of Medical Sciences and Peking Union Medical College Beijing China.ORCID 0000-0002-2781-7825
Fangchao LiuDepartment of Epidemiology, Fuwai Hospital, National Center for Cardiovascular Diseases Chinese Academy of Medical Sciences and Peking Union Medical College Beijing China.ORCID 0000-0001-6316-4481
Jianfeng HuangDepartment of Epidemiology, Fuwai Hospital, National Center for Cardiovascular Diseases Chinese Academy of Medical Sciences and Peking Union Medical College Beijing China.ORCID 0000-0002-1889-7907

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

backgroundThe inverse association between blood pressure (BP) and ambient temperature is known, but evidence on personal-level environmental temperature (PET) and ambulatory BP among patients with hypertension remains limited.

methodsThis 3-phase panel study recruited 277 patients with hypertension with intermediate-to-high cardiovascular disease risk in 4 cities in China from November 2017 to August 2019. Continuous PET and ambulatory BP were recorded by personal portable monitors. We used generalized linear mixed-effect models to explore the associations of 24-hour daytime and nighttime ambulatory BP, BP variability, and circadian rhythm with PET. Generalized additive mixed models were used to fit the exposure-response curves. Subgroup analyses were stratified by BP control status, body mass index, age, and sex.

resultsAn acute, inverse, and near-linear association of PET with ambulatory BP, especially daytime systolic BP, were observed, with a 0.61 (95% CI, 0.48-0.75) mm Hg increase per 1 °C decrease of PET on the concurrent day. BP variability was linearly correlated with PET decline across all exposure windows. Circadian indicators, including morning BP, morning BP surge, and nocturnal BP decline, were also significantly associated with PET. Stronger associations were found among women and those with uncontrolled BP. Particularly, per 1 °C decline in PET on the concurrent day resulted in elevated daytime systolic BP of 0.98 (95% CI, 0.67-1.29) mm Hg, 0.43 (95% CI, 0.30-0.56) mm Hg among those with uncontrolled and controlled BP, respectively (

conclusionsA decrease in short-term PET exposure could lead to adverse impacts on ambulatory BP indicators. This study highlights the beneficial role of BP control in response to temperature decline in hypertension management.

Indexed as

Blood PressureBlood Pressure Monitoring, AmbulatoryHypertensionTemperatureAgedChinaCircadian RhythmFemaleHumansMaleMiddle AgedTime Factorsambulatory blood pressureblood pressurehypertensionpersonal‐level environmental temperature

Identifiers

PMID41120825
PMCPMC12684532

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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.