Evidence mapPaperPMID 40862121Full record

ArticleFrontiers in endocrinology2025

Sex-specific associations between the triglyceride-glucose index and new-onset hypertension in a hospital employee cohort: evidence from longitudinal annual health examinations.

Ruixue Sun, Jianze Cai, Shaorong Yan, Jue Qian, Cheng Fu, Yuzhan Lin

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Article in Frontiers in endocrinology, 2025. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 1 paper.

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1citing papers in PubMed
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1 · What the graph read from it

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3 · Its place in the literature

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1 citing paper in PubMed.

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4 · The record

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5 · Who and what money

Authors and funding

6 authors.

Ruixue Sun *Department of Clinical Laboratory, The Third Affiliated Hospital of Wenzhou Medical University, Ruian, Zhejiang, China.
Jianze Cai *Hospital Infection Management Department (Public Health Department), The Third Affiliated Hospital of Wenzhou Medical University, Ruian, Zhejiang,, China.
Shaorong YanDepartment of Clinical Laboratory, The Third Affiliated Hospital of Wenzhou Medical University, Ruian, Zhejiang, China.
Jue QianInformation Department, Ruian Traditional Chinese Medicine Hospital, Ruian, Zhejiang, China.
Cheng FuDepartment of Clinical Laboratory, Ruian Traditional Chinese Medicine Hospital, Ruian, Zhejiang, China.
Yuzhan LinDepartment of Clinical Laboratory, The Third Affiliated Hospital of Wenzhou Medical University, Ruian, Zhejiang, China.

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

Background: The triglyceride-glucose (TyG) index is a surrogate marker of insulin resistance and has been associated with incident hypertension. However, evidence regarding sex-specific differences in this association remains limited. This study aimed to investigate whether sex modifies the association between the TyG index and incident hypertension in the general population. Methods: We conducted a retrospective cohort study involving 3,465 employees who underwent annual health check-ups in 2021 at the Third Affiliated Hospital of Wenzhou Medical University, with follow-up until December 2024. Participants with hypertension at baseline were excluded. The TyG index was calculated as ln [fasting triglycerides (mg/dL) × fasting glucose (mg/dL)/2]. Cox proportional hazards models and restricted cubic spline (RCS) analyses were used to evaluate the association between TyG index and incident hypertension across sex-specific subgroups. Sensitivity analyses tested robustness. Results: The incidence of hypertension increased across TyG quartiles in both sexes (p < 0.01). In women, the highest TyG quartile was associated with a significantly higher hypertension risk (HR = 1.82, 95% CI: 1.06-3.13). In men, the association was attenuated after adjustment. The results of the RCS analysis revealed that when TyG levels were high, the risk of hypertension was greater in men than in women. This conclusion was partially validated by the findings from the sensitivity analyses. Conclusions: In this retrospective cohort study based on annual health check-up data from hospital employees, we found that the TyG index may be positively associated with the risk of new-onset hypertension, with differences observed between sexes. Further research is needed to validate these findings and address potential confounding and concerns about generalizability.

Indexed as

Blood GlucoseHypertensionPersonnel, HospitalTriglyceridesAdultBiomarkersCohort StudiesFemaleFollow-Up StudiesHumansIncidenceInsulin ResistanceLongitudinal StudiesMaleMiddle AgedRetrospective StudiesBiomarkersBlood GlucoseTriglyceridescohort studyinsulin resistancenew onset hypertensionsex differencesTyG index

Identifiers

PMID40862121
PMCPMC12370518

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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.