Framingham Risk Score and Carotid Intima-Media Thickness in Type 2 Diabetes: A Cross-Sectional Study from Urban Indonesia

Particularly in tropical areas with limited access to sophisticated diagnostics, type 2 diabetes mellitus (T2DM) is a significant risk factor for cardiovascular disease (CVD). Although the Framingham Risk Score (FRS) is frequently used to estimate CVD risk, there is ongoing debate about its accuracy in the diabetic population. Thus, further techniques are required to improve risk stratification, such as using ultrasound to quantify carotid intima-media thickness (CIMT), a noninvasive indicator of subclinical atherosclerosis. The purpose of this study was to evaluate the association between FRS and CIMT in T2DM patients in tropical urban areas with no prior history of CVD. This study uses secondary data from 165 T2DM patients included in the Bogor study who were at least 30 years old. 2021 Non-Communicable Disease (NCD) Cohort Study. Bilateral carotid ultrasonography was used to measure CIMT, and FRS was used to estimate the 10-year risk of CVD. Multivariate linear regression with perturbation factor adjustment and the Pearson correlation test were used. The findings revealed that 56.97% of respondents fell into the high cardiovascular risk category, with an average CIMT of 0.63 ± 0.12 mm and a median FRS of 22.41% (IQR: 14.00–33.91). FRS and CIMT showed a weak but substantial positive connection (r = 0.312; p < 0.001. The LDL cholesterol constituted a significant disruptive factor. These results suggest that CIMT could be a valuable tool for evaluating cardiovascular risk in patients with T2DM. However, the association is not very strong, especially in tropical areas where diagnostic tools are limited.

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Journal
Tropical Journal of Natural Product Research
Published
2026-05-01
DOI
https://doi.org/10.26538/tjnpr/v10i4.15
Primary Topic
Cardiovascular Health and Disease Prevention
Type
article
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article

Framingham Risk Score and Carotid Intima-Media Thickness in Type 2 Diabetes: A Cross-Sectional Study from Urban Indonesia

Arif Mansjoer, Ivan R Richard, Dicky L. Tapahary, Lusiani Lusiani
Tropical Journal of Natural Product Research
Cardiovascular Health and Disease Prevention
article

Framingham Risk Score and Carotid Intima-Media Thickness in Type 2 Diabetes: A Cross-Sectional Study from Urban Indonesia

Arif Mansjoer, Ivan R Richard, Dicky L. Tapahary, Lusiani Lusiani
article en

Abstract

Particularly in tropical areas with limited access to sophisticated diagnostics, type 2 diabetes mellitus (T2DM) is a significant risk factor for cardiovascular disease (CVD). Although the Framingham Risk Score (FRS) is frequently used to estimate CVD risk, there is ongoing debate about its accuracy in the diabetic population. Thus, further techniques are required to improve risk stratification, such as using ultrasound to quantify carotid intima-media thickness (CIMT), a noninvasive indicator of subclinical atherosclerosis. The purpose of this study was to evaluate the association between FRS and CIMT in T2DM patients in tropical urban areas with no prior history of CVD. This study uses secondary data from 165 T2DM patients included in the Bogor study who were at least 30 years old. 2021 Non-Communicable Disease (NCD) Cohort Study. Bilateral carotid ultrasonography was used to measure CIMT, and FRS was used to estimate the 10-year risk of CVD. Multivariate linear regression with perturbation factor adjustment and the Pearson correlation test were used. The findings revealed that 56.97% of respondents fell into the high cardiovascular risk category, with an average CIMT of 0.63 ± 0.12 mm and a median FRS of 22.41% (IQR: 14.00–33.91). FRS and CIMT showed a weak but substantial positive connection (r = 0.312; p < 0.001. The LDL cholesterol constituted a significant disruptive factor. These results suggest that CIMT could be a valuable tool for evaluating cardiovascular risk in patients with T2DM. However, the association is not very strong, especially in tropical areas where diagnostic tools are limited.

Tropical Journal of Natural Product Research
University of Indonesia (ID), Rumah Sakit Umum Pusat Nasional Dr. Cipto Mangunkusumo (ID)
Sustainable cities and communities
Openalex Percentile: Top 6%
Cardiovascular Health and Disease Prevention
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