# Impact of Insulin Resistance and Preclinical Atherosclerosis Parameters in Long-Term Prediction of Cardiovascular Events: A Seven-Year Prospective Study

**Authors:** Daniela Di Lisi, Girolamo Manno, Cristina Madaudo, Francesco Perone, Francesco Leonforte, Antonio Luca Maria Parlati, Andrea Flex, Salvatore Novo, Paolo Tondi, Alfredo Ruggero Galassi, Giuseppina Novo

PMC · DOI: 10.3390/jcm15020808 · Journal of Clinical Medicine · 2026-01-19

## TL;DR

This study shows that early signs of atherosclerosis and insulin resistance can predict cardiovascular events over seven years in high-risk patients.

## Contribution

The study demonstrates that arterial stiffness (PWV) is a sensitive early predictor of cardiovascular events in patients without known disease.

## Key findings

- IMT, PWV, and HOMA-IR were strong predictors of cardiovascular events over seven years.
- PWV was identified as a particularly sensitive indicator of early cardiovascular events.
- Subclinical vascular changes and insulin resistance contribute to early myocardial and vascular dysfunction.

## Abstract

Background/Objectives: Cardiovascular (CV) and cerebrovascular diseases, primarily attributed to atherosclerosis, stand as leading global causes of morbidity and mortality. This study aims to evaluate the impact of preclinical atherosclerosis parameters, including intima-media thickness (IMT) and arterial stiffness, in a seven-year follow-up of 100 patients with CV risk factors but no known history of CV or cerebrovascular diseases. Methods: Between April 2014 and December 2015, 100 patients presenting with suspected ischemic heart disease were enrolled. The study integrates the color Doppler examination of the supra-aortic trunks with the evaluation of preclinical parameters of atherosclerosis, such as intima-media thickness (IMT), βeta index, and pulse wave velocity (PWV), as well as echocardiographic evaluations, including global longitudinal strain (GLS). CV risk factors, metabolic syndrome, and insulin resistance were assessed and measured for each patient using the Homeostasis Model Assessment of Insulin Resistance (HOMA-IR). Two- and seven-year follow-ups assessed various CV events. Results: The study population comprised 67% males and 33% females. Metabolic syndrome, impaired fasting glycemia and hypertension were prevalent. The mean value of IMT was 1.21 ± 0.26 mm, and PWV was 8.47 ± 2.14 m/s. The 7-year follow-up identified IMT, PWV, and HOMA-IR as strong positive predictors of cardiovascular events, with PWV emerging as a particularly sensitive indicator of early events. Conclusions: Insulin resistance and cardiovascular risk factors may contribute to early alterations in myocardial and vascular function, even in the absence of overt disease. PWV, as a recognized surrogate marker of arterial stiffness, may serve as a sensitive tool for the early prediction of cardiovascular events. A comprehensive screening, including the assessment of markers indicating subclinical vascular alterations, along with the implementation of preventive interventions, is crucial for populations at risk.

## Linked entities

- **Diseases:** ischemic heart disease (MONDO:0024644), metabolic syndrome (MONDO:0000816)

## Full-text entities

- **Diseases:** cerebrovascular diseases (MESH:D002561), hypertension (MESH:D006973), impaired fasting glycemia (MESH:D007003), Insulin Resistance (MESH:D007333), Metabolic syndrome (MESH:D024821), Atherosclerosis (MESH:D050197), Cardiovascular (CV) and cerebrovascular diseases (MESH:D002318), ischemic heart disease (MESH:D017202)
- **Species:** Homo sapiens (human, species) [taxon 9606]

## Full text

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## Figures

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## References

37 references — full list in the complete paper: https://tomesphere.com/paper/PMC12842385/full.md

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Source: https://tomesphere.com/paper/PMC12842385