Risk Factor Associated Coronary Artery Calcium Score in Diabetes Patients
Abstract
Background. Diabetes mellitus (DM) is associated with an increased risk of coronary artery disease (CAD) and vascular calcification, although the mechanism of action remains complex. Coronary artery calcium (CAC) scoring is non-invasive method to assess subclinical atherosclerosis in this high-risk population.
Aim. To analyze the association between cardiovascular risk factors and CAC scores among diabetic patients.
Materials and methods. This cross-sectional study included 52 diabetic patients recruited from the Cardiology Clinic of Wahidin Sudirohusodo General Hospital, Indonesia. Data on demographic characteristics, body mass index (BMI), blood pressure, dyslipidemia, family history of CAD, and HbA1c levels were collected. CAC scoring was performed using non-contrast ECG-gated CT, and results were categorized using the Agatston method. Statistical analyses included Spearman correlation, Mann–Whitney U test, and multivariate regression tests.
Results. The majority of patients were male (65.4 %) and under 60 years (82.7 %). High CAC scores (>400) were observed in 61.5 % of patients. A significant positive correlation was observed between HbA1c and total CAC score (r = 0.317; p = 0.022). In multivariate analysis, HbA1c remained an independent predictor of elevated CAC scores (p < 0.05), while hypertension was also significant in partial models. Other factors, including BMI, dyslipidemia, age, and family history of CAD, were not significantly associated with CAC scores.
Conclusions. Coronary artery calcification is highly prevalent among diabetic patients, including younger and non-obese individuals. HbA1c and hypertension were key predictors of CAC burden. These findings underscore the need for optimal glycaemic and blood pressure control, along with consideration of CAC screening for early cardiovascular risk stratification in diabetic populations.
References
- Diagnosis and classification of diabetes mellitus. Diabetes Care. 2013;36(1):S67-74. https://doi.org/10.2337/dc13-S067
- Sherwani SI, Khan HA, Ekhzaimy A, Masood A, Sakharkar MK. Significance of HbA1c Test in Diagnosis and Prognosis of Diabetic Patients. Biomark Insights. 2016;11:95-104. https://doi.org/10.4137/BMI.S38440
- Zakir M, Ahuja N, Surksha MA, Sachdev R, Kalariya Y, Nasir M, et al. Cardiovascular Complications of Diabetes: From Microvascular to Macrovascular Pathways. Cureus. 2023;15(9):e45835. https://doi.org/10.7759/cureus.45835 .
- Csore J, Drake M, Roy TL. Peripheral arterial disease treatment planning using noninvasive and invasive imaging methods. J Vasc Surg Cases Innov Tech. 2023;9(4):101263. https://doi.org/10.1016/j.jvscit.2023.101263
- Lima MR, Lopes PM, Ferreira AM. Use of coronary artery calcium score and coronary CT angiography to guide cardiovascular prevention and treatment. Ther Adv Cardiovasc Dis. 2024 Jan-Dec;18:17539447241249650. DOI: 10.1177/17539447241249650
- Kayali Y, Ozder A. Glycosylated hemoglobin A1c predicts coronary artery disease in non-diabetic patients. J Clin Lab Anal. 2021 Feb;35(2):e23612. https://doi.org/10.1002/jcla.23612.
- Chen S, Shen Y, Liu YH, Dai Y, Wu ZM, Wang XQ, Yang CD, Li LY, Liu JM, Zhang LP, Shen WF, Ji R, Lu L, Ding FH. Impact of glycemic control on the association of endothelial dysfunction and coronary artery disease in patients with type 2 diabetes mellitus. Cardiovasc Diabetol. 2021 Mar 13;20(1):64. https://doi.org/10.1186/s12933-021-01257-y .
- Budoff MJ, Nasir K, McClelland RL, Detrano R, Wong N, Blumenthal RS, Kondos G, Kronmal RA. Coronary calcium predicts events better with absolute calcium scores than age-sex-race/ethnicity percentiles: MESA (Multi-Ethnic Study of Atherosclerosis). J Am Coll Cardiol. 2009 Jan 27;53(4):345-52. https://doi.org/10.1016/j.jacc.2008.07.072 .
- Ghekiere O, Salgado R, Buls N, Leiner T, Mancini I, Vanhoenacker P, Dendale P, Nchimi A. Image quality in coronary CT angiography: challenges and technical solutions. Br J Radiol. 2017 Apr;90(1072):20160567. https://doi.org/10.1259/bjr.20160567 .
- Kato Y, Ambale-Venkatesh B, Kassai Y, Kasuboski L, Schuijf J, Kapoor K, Caruthers S, Lima JAC. Non-contrast coronary magnetic resonance angiography: current frontiers and future horizons. MAGMA. 2020 Oct;33(5):591-612. https://doi.org/10.1007/s10334-020-00834-8 .
- Shreya D, Zamora DI, Patel GS, et al. Coronary Artery Calcium Score - A Reliable Indicator of Coronary Artery Disease?. Cureus. 2021;13(12):e20149. Published 2021 Dec 3. https://doi.org/110.7759/cureus.20149
- Nuha A. ElSayed, Grazia Aleppo, Vanita R. Aroda. et al. Improving Care and Promoting Health in Populations: Standards of Medical Care in Diabetes—2023. Diabetes Care. 2023;46(1): S1–S291. https://doi.org/10.2337/dc23-S001
- Santos-Gallego, C. G., Picatoste, B., & Badimon, J. J. Diabetic dyslipidemia: From mechanisms to treatment. Current Atherosclerosis Reports. 2022;24(1):1–12. https://doi.org/10.1007/s11883-022-00960-5
- Ruderman N, Chisholm D, Pi-Sunyer X, & Schneider S. The metabolically obese, normal-weight individual revisited. Diabetes. 1998;47(5):699–713. https://doi.org/10.2337/diabetes.47.5.699
- Nurhayati A, Suryadinata H, & Ramadhani F. Hubungan faktor risiko dengan kejadian penyakit jantung koroner pada pasien diabetes melitus di rumah sakit rujukan provinsi. Jurnal Kesehatan Masyarakat Nasional. 2021;15(4):237–244. https://doi.org/10.21109/kesmas.v15i4.5289
- Whelton PK, Carey RM, Aronow WS, et al. 2021 ACC/AHA guideline for the prevention, detection, evaluation, and management of high blood pressure in adults. Hypertension. 2021;77(4):e87–e120. https://doi.org/10.1161/HYP.0000000000000190
- Guyton AC, & Hall JE. Textbook of Medical Physiology. (14th ed.). Philadelphia: Elsevier; 2021.
- Zhang L, Wang Y, & Chen Y. The association of HbA1c levels with progression of coronary artery calcium in patients with type 2 diabetes: a 2-year follow-up study. Diabetes & Vascular Disease Research. 2023;20(1):1–9. https://doi.org/10.1177/1479164123111110
- Saeed A, Lønborg J, & Kelbæk H. HbA1c is associated with coronary artery calcium score and subclinical atherosclerosis in asymptomatic type 2 diabetes patients. Cardiovascular Diabetology. 2022;21:72. https://doi.org/10.1186/s12933-022-01520-4
- Iwasaki T, Nakajima T, Nishida Y, Sakamoto T, & Yamaguchi O. Association between Hypertension and Coronary Artery Calcification in Patients with Type 2 Diabetes Mellitus: A Cross-Sectional Study. Journal of Atherosclerosis and Thrombosis. 2022;29(5):632–640. https://doi.org/10.5551/jat.61418