Evidence map›Paper›PMID 42104592›Full record

ArticleJournal of diabetes2026

Impact of Cardiometabolic Risk Markers on the Incidence and Progression Arterial Stiffness in Patients With Prediabetes.

Qi Sun, Qiujing Cai, Yilin Huang, Shuyu Wang, Lisheng Liu, Zhiguang Liu, Aihua Hu, Wei Li, Biyan Wang

Abstract read
In one paragraph

Article in Journal of diabetes, 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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0cells of the map it votes in
0citing papers in PubMed
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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

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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

0 citing papers in PubMed.

No citing paper in PubMed yet.

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

9 authors.

Qi SunPrecision and Intelligence Medical Imaging Lab, Beijing Friendship Hospital, Capital Medical University, Beijing, China.ORCID https://orcid.org/0000-0003-4171-4272
Qiujing CaiFuwai Hospital, Chinese Academy of Medical Sciences & Peking Union Medical College/National Center for Cardiovascular Diseases, Beijing, China.
Yilin HuangFuwai Hospital, Chinese Academy of Medical Sciences & Peking Union Medical College/National Center for Cardiovascular Diseases, Beijing, China.
Shuyu WangBeijing Hypertension League, Beijing, China.
Lisheng LiuBeijing Hypertension League, Beijing, China.
Zhiguang LiuClinical Trial Unit, Beijing Anzhen Hospital, Capital Medical University, Beijing, China.
Aihua HuCenter for Non-Communicable Disease Management, Beijing Children's Hospital, Capital Medical University, National Center for Children's Health, Beijing, China.
Wei LiFuwai Hospital, Chinese Academy of Medical Sciences & Peking Union Medical College/National Center for Cardiovascular Diseases, Beijing, China.
Biyan WangFuwai Hospital, Chinese Academy of Medical Sciences & Peking Union Medical College/National Center for Cardiovascular Diseases, Beijing, China.ORCID https://orcid.org/0009-0004-5835-2815

Funding

National Natural Science Foundation of China 52500256the National Center for Cardiovascular Diseases, the National Clinical Research Center for Cardiovascular Diseases, Fuwai Hospital, Shenzhen High-level Hospital Construction Fund NCRCSZ-2023-012the National Center for Health Services Research and Development WKZX2022JG051
6 · The paper itself

Abstract

backgroundPrevious studies have reported that insulin resistance (IR), blood pressure, body mass index (BMI), and dyslipidemia are associated with arterial stiffness. However, limited evidence exists regarding these relationships in prediabetes patients. The purpose of this study was to investigate the longitudinal associations between cardiometabolic risk markers and progression of arterial stiffness.

methodsThis study included 5771 adults with prediabetes at baseline from the Shougang cohort study. Cardiometabolic risk markers included the triglyceride glucose (TyG) index, triglyceride to high-density lipoprotein cholesterol (TG/HDL-C) ratio, mean arterial pressure (MAP), BMI, and dyslipidemia. Arterial stiffness was assessed using brachial-ankle pulse wave velocity (baPWV), and its progression was defined as the annual change in baPWV between baseline and the last visit. Multivariate linear and logistic regression models were used to investigate the associations.

resultsMultivariate linear regression analyses showed TyG index, TG/HDL-C ratio, MAP, and dyslipidemia were significantly associated with baseline baPWV. Over a mean follow-up of 3.24 years, each one-unit increase in the MAP was significantly associated with a faster progression of baPWV (difference, 0.72 cm/s per year; 95% CI, 0.40 to 1.04 cm/s per year). After adjusting for all covariates, the risk for arterial stiffness increased 3% with each one-unit increase of MAP.

conclusionAmong individuals with prediabetes, MAP showed consistent longitudinal associations with arterial stiffness, highlighting the importance of early blood pressure management for vascular protection prior to the onset of diabetes.

Indexed as

BiomarkersCardiometabolic Risk FactorsCardiovascular DiseasesPrediabetic StateVascular StiffnessAdultAgedAnkle Brachial IndexBlood GlucoseBlood PressureBody Mass IndexDisease ProgressionDyslipidemiasFemaleHumansIncidenceBiomarkersBlood GlucoseTriglyceridesarterial stiffnesscardiometabolic risk markersinsulin resistancemean arterial pressureprediabetes

Identifiers

PMID42104592
PMCPMC13156238

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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.