Araştırma Makalesi
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Silent Predictors of Chronic Total Occlusion in Patients with Stable Angina Pectoris: The Role of Inflammatory and Metabolic Biomarkers

Yıl 2026, Cilt: 9 Sayı: 1, 64 - 70, 17.03.2026
https://izlik.org/JA86GA23ZH

Öz

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.

Etik Beyan

The study was conducted in accordance with the principles of the Declaration of Helsinki and was approved by the Mersin City Training and Research Hospital and Mersin University Clinical Research Ethics Committee (Date: 28.05.2025, Decision No: 2025/614).

Destekleyen Kurum

This research did not receive funding from any specific agency in the public, commercial, or nonprofit sectors.

Teşekkür

We thank Prof. Dr. Gülhan Temel for her valuable assistance with the statistical analysis. We also extend our gratitude to Barış Düzel for his support in the retrospective identification of CTO patients and for facilitating access to angiographic imaging records.

Kaynakça

  • 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

Stabil Angina Pektorisli Hastalarda Kronik Total Oklüzyonun Sessiz Habercileri: İnflamatuar ve Metabolik Belirteçlerin Rolü

Yıl 2026, Cilt: 9 Sayı: 1, 64 - 70, 17.03.2026
https://izlik.org/JA86GA23ZH

Öz

Giriş: Ateroskleroz ve inflamasyon, koroner arter hastalığının (KAH) temel mekanizmalarını oluşturmaktadır. Stabil angina pektoris ile başvuran hastalarda kronik total oklüzyonun (KTO) erken öngörülmesi klinik karar verme süreçlerini doğrudan etkiler. Bu nedenle yeni inflamatuvar ve metabolik belirteçlerin tanısal değerinin araştırılması önem taşımaktadır. Bu çalışma, sistemik inflamatuar indeks (SII), ürik asit/HDL oranı (UHO), monosit/HDL oranı (MHO) ve trigliserid–glukoz indeksi (TyG) gibi biyobelirteçlerin KTO öngörüsündeki yerini değerlendirmeyi amaçlamıştır.

Gereç ve Yöntemler: Bu retrospektif çalışmada, 1 Ocak 2024–1 Nisan 2025 tarihleri arasında Mersin Şehir Eğitim ve Araştırma Hastanesi’nde koroner anjiyografi yapılan 96 hasta incelendi. En az bir koroner arterde %100 oklüzyon saptanan 36 hasta KTO grubunu, KTO bulunmayan 60 hasta ise kontrol grubunu oluşturdu. Demografik ve laboratuvar verileri kaydedildi; SII, UHO, MHO ve TyG indeksleri hesaplanarak gruplar arasında karşılaştırıldı.

Sonuç: KTO ve kontrol grupları arasında SII (p = 0.118), UHO (p = 0.887) ve TyG (p = 0.333) açısından anlamlı fark saptanmadı. Buna karşılık MHO seviyeleri KTO grubunda belirgin şekilde daha yüksekti (p < 0.001). ROC analizine göre MHO > 8.7, KTO varlığını öngörmede anlamlı bir eşik değer olarak belirlendi.

Tartışma: Çalışma bulguları, incelenen belirteçler arasında yalnızca MHO’nun KTO varlığını anlamlı biçimde öngördüğünü göstermiştir. Monosit aktivasyonundaki artış ile HDL’nin antiinflamatuvar etkisinin azalmasını birlikte yansıtan MHO, KTO’nun kronik inflamatuvar yapısıyla uyumlu bir biyobelirteç olarak değerlendirilebilir. Rutin testlerden kolayca hesaplanabilmesi, MHO’yu klinik pratikte KTO riskinin belirlenmesinde kullanılabilir bir parametre hâline getirmektedir.

Etik Beyan

Çalışma, Helsinki Bildirgesi’nin ilkelerine uygun olarak yürütülmüş ve Mersin Şehir Eğitim ve Araştırma Hastanesi ile Mersin Üniversitesi Klinik Araştırmalar Etik Kurulu tarafından onaylanmıştır (Tarih: 28.05.2025, Karar No: 2025/614).

Destekleyen Kurum

Bu araştırma, kamu, ticari veya kar amacı gütmeyen sektörlerdeki herhangi bir özel kuruluş tarafından finanse edilmemiştir.

Teşekkür

İstatistiksel analiz konusundaki değerli katkılarından dolayı Prof. Dr. Gülhan Temel’e teşekkür ederiz. Ayrıca, KTO hastalarının retrospektif olarak belirlenmesindeki desteği ve anjiyografik görüntü kayıtlarına erişimi kolaylaştırdığı için Barış Düzel’e de teşekkürlerimizi sunarız.

Kaynakça

  • 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
Toplam 25 adet kaynakça vardır.

Ayrıntılar

Birincil Dil İngilizce
Konular Kardiyoloji
Bölüm Araştırma Makalesi
Yazarlar

Oya İmadoğlu 0000-0002-3521-7133

Sefa Sural 0009-0007-4628-6672

Gönderilme Tarihi 30 Kasım 2025
Kabul Tarihi 22 Şubat 2026
Yayımlanma Tarihi 17 Mart 2026
IZ https://izlik.org/JA86GA23ZH
Yayımlandığı Sayı Yıl 2026 Cilt: 9 Sayı: 1

Kaynak Göster

APA İmadoğlu, O., & Sural, S. (2026). 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://izlik.org/JA86GA23ZH
https://dergipark.org.tr/tr/download/journal-file/11303