Evidence map›Paper›PMID 42787280›Full record

ArticleFrontiers in public health2026

Trajectories of blood pressure measures and the incidence of electrocardiographic abnormalities: a worker-based cohort study.

Jiahui Liang, Peitian Gao, Xuehong Liang, Jiachun Jin, Yan Jiang, Weijie Jiang, Chuifei Zhong, Yongshun Huang

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Article in Frontiers in public health, 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

8 authors.

Jiahui LiangGuangdong Province Hospital for Occupational Disease Prevention and Treatment, Guangzhou, Guangdong, China.
Peitian GaoSchool of Health Management, Guangzhou Medical University, Guangzhou, Guangdong, China.
Xuehong LiangGuangdong Province Hospital for Occupational Disease Prevention and Treatment, Guangzhou, Guangdong, China.
Jiachun JinGuangdong Province Hospital for Occupational Disease Prevention and Treatment, Guangzhou, Guangdong, China.
Yan JiangSchool of Public Health, Guangdong Pharmaceutical University, Guangzhou, China.
Weijie JiangSchool of Public Health, Guangzhou Medical University, Guangzhou, Guangdong, China.
Chuifei ZhongDepartment of Labor Hygiene, School of Public Health, Shanxi Medical University, Taiyuan, China.
Yongshun HuangGuangdong Province Hospital for Occupational Disease Prevention and Treatment, Guangzhou, Guangdong, China.

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

Background: Evidence on the association between longitudinal blood pressure trajectories and incident electrocardiographic abnormalities among factory workers is limited, and whether occupational exposure modifies this association remains unclear. Methods: Using health examination data collected between 2016 and 2024, we applied Group-based trajectory modeling (GBTM) to identify trajectories of systolic blood pressure (SBP), diastolic blood pressure (DBP), mean arterial pressure (MAP), mid-blood pressure (Mid-BP), pulse pressure (PP), and pulse pressure index (PPI). Cox proportional hazards regression models were used to evaluate the associations between blood pressure trajectories and incident electrocardiographic (ECG) abnormalities. Stratified analyses and interaction tests were further performed to assess the modifying effects of occupational exposure. Results: Among 2,561 workers (mean age 34.65 years), 1,183 (46.2%) developed at least one ECG abnormality during the 4-year follow-up. Two trajectory patterns were identified for each blood pressure indicator. After controlling for age, gender, years of service, job type, work location, smoking status, ownership type, occupational exposure and company size, Cox regression showed HRs of 1.17 (95% CI: 1.04-1.31) for the persisting high SBP trajectory and 1.17 (95% CI: 1.04-1.32) for the increasing Mid-BP trajectory. Stratified analyses showed significant interactions of high temperature exposure with SBP and Mid-BP trajectories on ECG abnormalities (all Conclusion: The increasing Mid-BP and the persisting high SBP trajectories are prospectively associated with an increased risk of ECG abnormalities among factory workers, with high temperature exposure significantly modifying these associations. Regular monitoring of these trajectories constitutes a viable approach for workplace risk assessment and targeted cardiovascular prevention.

Indexed as

Blood PressureElectrocardiographyOccupational ExposureAdultBlood Pressure DeterminationCohort StudiesFemaleHumansIncidenceMaleMiddle AgedProportional Hazards ModelsRisk Factorsblood pressureECG abnormalitiesoccupational exposuretrajectoriesworkers

Identifiers

PMID42787280
PMCPMC13601335

What Socratic holds

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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 Socratic graph.