Evidence mapPaperPMID 41267997Full record

ArticleFrontiers in nutrition2025

The impact of glycated hemoglobin trajectories on hypertension risk: a retrospective cohort study.

Yongbing Sun, Yu Shen, Ao Liu, Caiwen Zhao, Xiaoqi Ji, Xin Li, Zhi Zou, Zhonglin Li, Xiaoling Wu, Yong Wang and 3 more

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Article in Frontiers in nutrition, 2025. 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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5 · Who and what money

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13 authors.

Yongbing Sun *Department of Medical Imaging, Zhengzhou University People's Hospital, Henan Provincial People's Hospital, Zhengzhou, Henan, China.
Yu Shen *Department of Medical Imaging, Zhengzhou University People's Hospital, Henan Provincial People's Hospital, Zhengzhou, Henan, China.
Ao LiuDepartment of Medical Imaging, Zhengzhou University People's Hospital, Henan Provincial People's Hospital, Zhengzhou, Henan, China.
Caiwen ZhaoThe Third Affiliated Hospital of Zhengzhou University, Zhengzhou, Henan, China.
Xiaoqi JiDepartment of Medical Imaging, Zhengzhou University People's Hospital, Henan Provincial People's Hospital, Zhengzhou, Henan, China.
Xin LiDepartment of Medical Imaging, Henan University People's Hospital, Henan Provincial People's Hospital, Zhengzhou, China.
Zhi ZouDepartment of Medical Imaging, Zhengzhou University People's Hospital, Henan Provincial People's Hospital, Zhengzhou, Henan, China.
Zhonglin LiDepartment of Medical Imaging, Zhengzhou University People's Hospital, Henan Provincial People's Hospital, Zhengzhou, Henan, China.
Xiaoling WuDepartment of Nuclear Medicine, Henan Provincial People's Hospital, Zhengzhou, Henan, China.
Yong WangHenan Provincial People's Hospital, Zhengzhou, Henan, China.
Min LiuDepartment of Hypertension, Henan Provincial People's Hospital, Zhengzhou, Henan, China.
Yongli LiChronic Health Management Laboratory, Department of Health Management, Henan Provincial People's Hospital, Zhengzhou, Henan, China.
Yibin HaoHenan Provincial People's Hospital, Zhengzhou, Henan, China.

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

Background: Glycated hemoglobin (HbA1c) reliably reflects long-term glucose control and has been linked to hypertension development. This study investigates the relationship between baseline HbA1c levels, HbA1c trajectories, and hypertension risk. Methods: This retrospective cohort study included 10,138 adults from health screenings at Henan Provincial People's Hospital (January 2018-January 2025). Mean age was 54.03 ± 12.97 years, with 31.44% women and mean follow-up of 43.92 months. We analyzed hypertension incidence across HbA1c groups using Kaplan-Meier curves and identified HbA1c trajectory patterns using latent class trajectory modeling (LCTM). Cox proportional hazards models evaluated associations between baseline HbA1c tertiles, HbA1c trajectories, and hypertension risk. Restricted cubic splines explored dose-response relationships. Results: During follow-up, 3,452 participants (34.05%) developed hypertension. After adjustment, participants in the highest baseline HbA1c tertile had significantly increased hypertension risk versus the lowest tertile (HR = 1.49, 95%CI: 1.31-1.70). LCTM identified three distinct trajectories: low-stable (5.57 ± 0.36%), medium-stable (6.45 ± 0.59%), and high-stable (8.42 ± 1.39%). Compared to low-stable trajectory, medium-stable and high-stable groups showed significantly increased risks (HR = 1.38, 95%CI: 1.24-1.53; HR = 2.71, 95%CI: 2.21-3.32, respectively). Restricted cubic spline analysis revealed a J-shaped relationship with an inflection point at HbA1c = 5.70% ( Conclusion: Elevated baseline HbA1c levels, particularly above 5.70%, and medium-to-high stable HbA1c trajectories significantly increase hypertension risk among adults undergoing health screening. HbA1c could serve as a valuable biomarker for hypertension risk assessment.

Indexed as

glycated hemoglobinhealth screeninghypertensionprospective longitudinal studytrajectory analysis

Identifiers

PMID41267997
PMCPMC12626783

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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.