Evidence map›Paper›PMID 40474142›Full record

ArticleBMC endocrine disorders2025

Elevated estimated pulse wave velocity and the risk of type 2 diabetes in non-obese young adults: a longitudinal cohort study.

Chunxia Zhang, Li Chen, Ri Liu

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Article in BMC endocrine disorders, 2025. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 3 papers.

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3citing papers in PubMed
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3 citing papers in PubMed.

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5 · Who and what money

Authors and funding

3 authors.

Chunxia ZhangDepartment of Cardiology, Ningbo Medical Center LiHuiLi Hospital (The Affiliated LiHuiLi Hospital of Ningbo University), Ningbo, Zhejiang, China.
Li ChenDepartment of Cardiology, Ningbo Medical Center LiHuiLi Hospital (The Affiliated LiHuiLi Hospital of Ningbo University), Ningbo, Zhejiang, China.
Ri LiuDepartment of Interventional Radiology, Ningbo Medical Center LiHuiLi Hospital (The Affiliated LiHuiLi Hospital of Ningbo University), Ningbo, Zhejiang, China. lhlliuri@nbu.edu.cn.

Funding

Ningbo Medical Center Lihuili Hospital 2023BSKY-LRthe Medical and Health Science and Technology Project of Zhejiang Province 2024KY1483
6 · The paper itself

Abstract

backgroundArterial stiffness (AS), measured by estimated pulse wave velocity (ePWV), is associated with a higher risk of cardiovascular diseases and type 2 diabetes mellitus (T2DM) in older and obese individuals. However, the role of AS as an early predictor of T2DM in non-obese, young adults remains underexplored. Identifying alternative predictors like AS is crucial for detecting diabetes onset in non-obese and younger populations who may not exhibit traditional risk factors such as high body mass index (BMI).

methodsA cohort of 9,543 non-obese participants aged 18-49 years from the NAGALA dataset was followed over a median period of 6.3 years. Cox proportional hazard models were used to assess the association between ePWV and T2DM risk, adjusting for multiple covariates, including age, sex, BMI, alcohol consumption, smoking status, and metabolic markers. Subgroup analyses were conducted to evaluate the stability of the association across different groups. Additionally, ROC curve analysis was performed to assess the predictive power of ePWV in T2DM risk.

resultsA total of 110 participants developed T2DM during follow-up. Elevated ePWV was associated with increased T2DM risk (HR 1.36, 95% CI: 1.05-1.75, P = 0.018), even after adjusting for multiple covariates. The ROC analysis demonstrated that the inclusion of ePWV in the predictive model (sex + BMI + diastolic blood pressure (DBP) + ePWV) improved the predictive power for T2DM risk, with AUC values increasing in comparison to the model using sex, BMI and DBP alone (10-year AUC: 0.734 vs. 0.679, P = 0.016). Subgroup analyses showed that the association between ePWV and T2DM risk was consistent across sex, age, alcohol consumption, and smoking status.

conclusionsElevated ePWV independently correlates with a higher risk of T2DM in non-obese young adults. This study investigates the relationship between elevated arterial stiffness (AS), measured by estimated pulse wave velocity (ePWV), and the risk of developing type 2 diabetes mellitus (T2DM) in non-obese young adults. While AS has been linked to higher T2DM risk in older or obese individuals, this study uniquely focuses on non-obese young adults, a group not typically associated with high diabetes risk. By analyzing data from over 9,500 participants, the research found that even in individuals with a normal body mass index (BMI), higher ePWV is significantly associated with an increased risk of T2DM. This suggests that measuring ePWV could help detect early diabetes risk in people who may not exhibit traditional risk factors, such as high BMI. The findings highlight the importance of vascular health in prevention of diabetes and propose ePWV as a potential tool for early detection in clinical practice.

Indexed as

Diabetes Mellitus, Type 2Pulse Wave AnalysisVascular StiffnessAdolescentAdultBody Mass IndexCohort StudiesFemaleFollow-Up StudiesHumansLongitudinal StudiesMaleMiddle AgedPrognosisRisk FactorsYoung AdultArterial stiffnessLongitudinal studyNon-obese young adultsPulse wave velocityType 2 diabetes

Identifiers

PMID40474142
PMCPMC12143030

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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.