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Updated: Jul 6, 2025

Modeling and Evaluation of Murine Diabetic Cardiomyopathy Model
Published on: November 29, 2024
A comparative study of cardiovascular risk stratification methods in type 1 diabetes mellitus patients
Fabiano Malard de Araujo1, Fábio Vasconcellos Comim2, Rodrigo N Lamounier2
1Hospital das Clínicas da Universidade Federal de Minas Gerais, Belo Horizonte-MG, Brazil.
Insights
The Steno T1 Risk Engine (ST1RE) shows weak agreement with the SBEM classification for predicting cardiovascular events in type 1 diabetes mellitus patients. ST1RE significantly underestimates cardiovascular risk compared to SBEM, especially in younger individuals.
Area of Science:
- Endocrinology and Diabetes Research
- Cardiovascular Risk Assessment
- Public Health
Background:
- Type 1 diabetes mellitus (T1DM) increases cardiovascular disease (CVD) risk.
- Accurate CVD risk prediction is crucial for T1DM management.
- Existing risk engines may require validation in diverse populations.
Purpose of the Study:
- To evaluate the agreement between the Steno T1 Risk Engine (ST1RE) and the Brazilian Society for Endocrinology and Metabology (SBEM) classification for 10-year cardiovascular event risk in T1DM patients.
- To identify discrepancies in risk stratification between the two models.
Main Methods:
- Retrospective analysis of 92 T1DM patients without established CVD or dialysis-dependent CKD.
- Clinical data including age, BMI, blood pressure, HbA1c, and microvascular complications were collected.
- Comparison of cardiovascular risk scores generated by ST1RE and SBEM criteria.
Main Results:
- A weak agreement was observed between ST1RE and SBEM classifications for 10-year cardiovascular risk.
- SBEM classified 72.8% of patients as high-risk, while ST1RE classified only 15.2%.
- Discrepancies were pronounced in younger patients (<35 years), with SBEM identifying 60% as high-risk versus 1.8% by ST1RE.
Conclusions:
- The ST1RE and SBEM classifications show low agreement in predicting cardiovascular events in T1DM patients.
- ST1RE appears to underestimate cardiovascular risk compared to SBEM, particularly in younger T1DM individuals.
- Further research is needed to refine CVD risk prediction tools for T1DM.
Abstract:
The Steno Diabetes Center Copenhagen developed the Steno T1 Risk Engine (ST1RE) to predict cardiovascular events, encompassing fatal and nonfatal ischemic heart disease, ischemic stroke, heart failure, and peripheral arterial disease in type 1 diabetes mellitus(T1DM).The current study investigated the agreement between ST1RE and the Brazilian Society for Endocrinology and Metabology (SBEM) classification. Participants were included in the study if diagnosed with T1DM and had at least one outpatient visit in 2021. Patients with established cardiovascular disease and chronic kidney disease on dialysis were excluded. Clinical parameters were obtained from medical records, such as age, body mass index (BMI), blood pressure, physical activity, current smoking, microvascular target organ damage, levels of low-density lipoprotein cholesterol, creatinine, glycated hemoglobin (HbA1c), and albuminuria.Overall, 92 patients (38 males and 53 females) with an age median (P25; P75) of 33 years (25.5;42.5), BMI of 24.8 + 4.1 kg/m2, and duration of diabetes (mean ± SD) of 23.4 + 9.5 years were evaluated. There were no differences considering the gender for most analyzed variables, but a higher proportion of women exhibited microvascular complications such as microalbuminuria, macroalbuminuria, and retinopathy. Our results show a weak agreement in the 10-year cardiovascular risk estimation between SBEM and ST1RE classifications. According to SBEM criteria, 72.8% of patients were considered high-risk, while only 15.2% of patients received the same classification using ST1RE. The dissimilarities between these two classifications were also evident when age and gender factors were compared. While 60% of patients under 35 years were classified as high risk according to SBEM criteria, only 1.8% received this stratification risk in the ST1RE classification.The results indicate a low agreement between the 10-year cardiovascular event risk classification by SBEM and the classification by ST1RE for type 1 diabetes patients without established cardiovascular disease.
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