Abstract
Introduction: Atherosclerosis and inflammation play central roles in the pathogenesis of coronary artery disease (CAD). Early identification of chronic total occlusion (CTO) in patients presenting with stable angina pectoris is clinically important for guiding treatment strategies. Therefore, evaluating the diagnostic utility of novel inflammatory and metabolic biomarkers has gained increasing relevance. This study aimed to assess the predictive value of the systemic inflammatory index (SII), uric acid/HDL ratio (UHR), monocyte/HDL ratio (MHR), and triglyceride–glucose (TyG) index for detecting the presence of CTO.Materials and Methods: In this retrospective study, 96 patients who underwent coronary angiography between January 1, 2024 and April 1, 2025 at Mersin City Training and Research Hospital were included. Thirty-six patients with at least one coronary artery showing 100% occlusion constituted the CTO group, while 60 patients without CTO formed the control group. Demographic characteristics and laboratory parameters were recorded, and SII, UHR, MHR, and TyG values were calculated and compared between groups.Results: There were no significant differences between the groups regarding SII (p = 0.118), UHR (p = 0.887), or TyG (p = 0.333). However, MHR levels were significantly higher in the CTO group (p < 0.001). ROC analysis identified an MHR cutoff value of > 8.7 as a meaningful threshold for predicting CTO.Discussion: Among the biomarkers evaluated, only MHR demonstrated a significant association with the presence of CTO. Reflecting increased monocyte activity and reduced anti-inflammatory HDL capacity, MHR appears consistent with the chronic inflammatory nature of CTO. Its simplicity, low cost, and availability from routine laboratory tests further support MHR as a practical biomarker for assessing CTO risk in clinical practice.
Keywords: Atherosclerosis; stable angina; coronary artery disease; chronic total occlusion; inflammation; monocyte/HDL ratio; biomarkers
References
- Vrints C, Andreotti F, Koskinas KC, et al. 2024 ESC Guidelines for the management of chronic coronary syndromes. Eur Heart J. 2024;45(36):3415-3537. Crossref
- Brilakis ES, Mashayekhi K, Tsuchikane E, et al. Guiding Principles for Chronic Total Occlusion Percutaneous Coronary Intervention. Circulation. 2019;140(5):420-433. Crossref
- Christofferson RD, Lehmann KG, Martin GV, Every N, Caldwell JH, Kapadia SR. Effect of chronic total coronary occlusion on treatment strategy. Am J Cardiol. 2005;95(9):1088-1091. Crossref
- Ergün G, Doğan Y. The role of the systemic inflammatory response index in the prediction of chronic total occlusion: useful or not? J Med Palliat Care. 2023;4(5):542-546. Crossref
- Lo SC, Lee WJ, Chen CY, Lee BC. Intermediate CD14++CD16+ monocyte predicts severe coronary stenosis and extensive plaque involvement in asymptomatic individuals. Int J Cardiovasc Imaging. 2017;33(8):1223-1236. Crossref
- Guo X, Ma L. Inflammation in coronary artery disease-clinical implications of novel HDL-cholesterol-related inflammatory parameters as predictors. Coron Artery Dis. 2023;34(1):66-77. Crossref
- Yazdi F, Baghaei MH, Baniasad A, Naghibzadeh-Tahami A, Najafipour H, Gozashti MH. Investigating the relationship between serum uric acid to high-density lipoprotein ratio and metabolic syndrome. Endocrinol Diabetes Metab. 2022;5(1):e00311. Crossref
- Araújo SP, Juvanhol LL, Bressan J, Hermsdorff HHM. Triglyceride glucose index: A new biomarker in predicting cardiovascular risk. Prev Med Rep. 2022;29:101941. Crossref
- Liu Y, Ye T, Chen L, et al. Systemic immune-inflammation index predicts the severity of coronary stenosis in patients with coronary heart disease. Coron Artery Dis. 2021;32(8):715-720. Crossref
- Eyyupkoca F, Kocak A, Yildirim O, et al. Systemic immune-inflammation index predicted presence and severity of coronary artery disease. Ann Med Res. 2022;29(8):794-801.
- Peña JM, MacFadyen J, Glynn RJ, Ridker PM. High-sensitivity C-reactive protein, statin therapy, and risks of atrial fibrillation: an exploratory analysis of the JUPITER trial. Eur Heart J. 2012;33(4):531-537. Crossref
- Singh M, Kulshrestha R, Singh V, et al. Effects of Low and High Doses of Aspirin on Inflammatory Markers in Diabesity Patients: A Quasi-Experimental Study. Cureus. 2024;16(5):e60659. Crossref
- Li F, Zhao D, Li Q, Lin X, Sun H, Fan Q. Uric Acid to High-Density Lipoprotein Cholesterol Ratio is a Novel Marker to Predict Functionally Significant Coronary Artery Stenosis. J Intervent Cardiol. 2022;2022:9057832. Crossref
- Cui Y, Zhang W. Long-term cardiovascular risk and mortality associated with uric acid to HDL-C ratio: a 20-year cohort study in adults over 40. Sci Rep. 2025;15(1):14242. Crossref
- Wang X, Xu W, Song Q, et al. Association between the triglyceride-glucose index and severity of coronary artery disease. Cardiovasc Diabetol. 2022;21(1):168. Crossref
- Liang S, Wang C, Zhang J, et al. Triglyceride-glucose index and coronary artery disease: a systematic review and meta-analysis of risk, severity, and prognosis. Cardiovasc Diabetol. 2023;22(1):170. Crossref
- Kundi H, Kiziltunc E, Cetin M, et al. Association of monocyte/HDL-C ratio with SYNTAX scores in patients with stable coronary artery disease. Herz. 2016;41(6):523-529. Crossref
- Chen J, Wu K, Cao W, Shao J, Huang M. Association between monocyte to high-density lipoprotein cholesterol ratio and multi-vessel coronary artery disease: a cross-sectional study. Lipids Health Dis. 2023;22(1):121. Crossref
- Cetin MS, Ozcan Cetin EH, Kalender E, et al. Monocyte to HDL Cholesterol Ratio Predicts Coronary Artery Disease Severity and Future Major Cardiovascular Adverse Events in Acute Coronary Syndrome. Heart Lung Circ. 2016;25(11):1077-1086. Crossref
- Demir M, Özbek M, Aktan A, Güzel T, Aslan B, Şimşek H. Prognostic Significance of Monocyte to High-density Lipoprotein Ratio in Patients With Chronic Coronary Artery Occlusion. Dicle Med J. 2022;49(1):12-20. Crossref
- Surya IKR, Wita IW, Iswari IS, Artha IMJR, Sundari LPR. High ratio of monosit: high-density lipoprotein as a risk factor of chronic total occlusion in patients coronary artery disease. Asian J Pharm Clin Res. 2020;13(3):155-158. Crossref
- Akboga MK, Balci KG, Maden O, et al. Usefulness of monocyte to HDL-cholesterol ratio to predict high SYNTAX score in patients with stable coronary artery disease. Biomark Med. 2016;10(4):375-383. Crossref
- Kaynak C, Ozmen E, Aslan M. The Importance of Monocyte-to-High Density Lipoprotein-Cholesterol Ratio in Predicting Severity of Coronary Artery Disease in Acute Coronary Syndrome. Niger J Clin Pract. 2025;28(3):287-293. Crossref
- Gratchev A, Sobenin I, Orekhov A, Kzhyshkowska J. Monocytes as a diagnostic marker of cardiovascular diseases. Immunobiology. 2012;217(5):476-482. Crossref
- Murphy AJ, Woollard KJ. High-density lipoprotein: a potent inhibitor of inflammation. Clin Exp Pharmacol Physiol. 2010;37(7):710-718. Crossref
Cite this article
Oya İmadoğlu, Sefa Sural. Silent Predictors of Chronic Total Occlusion in Patients with Stable Angina Pectoris: The Role of Inflammatory and Metabolic Biomarkers. Journal of Cukurova Anesthesia and Surgical Sciences. 9(1):64-70. https://doi.org/10.36516/jocass.1833178