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Published in: The International Journal of Cardiovascular Imaging 10/2017

01-10-2017 | Original Paper

Plaque characteristics and inflammatory markers for the prediction of major cardiovascular events in patients with ST-segment elevation myocardial infarction

Authors: Ae-Young Her, Kyoung Im Cho, Gillian Balbir Singh, Dae Seong An, Young-Hoon Jeong, Bon-Kwon Koo, Eun-Seok Shin

Published in: The International Journal of Cardiovascular Imaging | Issue 10/2017

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Abstract

To investigate the clinical utility of culprit plaque characteristics and inflammatory markers for the prediction of future cardiovascular events in patients with ST-segment elevation myocardial infarction (STEMI) with successful drug-eluting stent (DES) implantation. We evaluated 172 STEMI patients with successful primary percutaneous coronary intervention (PCI) with DES using pre-PCI high-sensitivity C-reactive protein (hs-CRP), neutrophil-to-lymphocyte ratio (NLR) and pre-PCI intravascular ultrasound virtual histology (IVUS-VH) of culprit lesions. The incidence of major adverse cardiovascular events (MACE) including all-cause mortality, non-fatal MI, stroke and late revascularization were recorded during hospitalization and follow-up. During follow-up (median 41 months), the incidence of MACE did not significantly differ among patients with or without all 3 high-risk plaque features on IVUS-VH (15.1 vs. 16.2%; p = 0.39). In contrast, patients with elevated hs-CRP and NLR levels were at significant risk for MACE [32.7 vs. 5.8%; hazard ratio (HR) 7.85; p < 0.001 and 43.9 vs. 6.9%; HR 8.44; p < 0.001, respectively]. High-risk plaque features had no incremental usefulness to predict future MACE. However, the incorporation of hs-CRP and NLR into a model with conventional clinical and procedural risk factors significantly improved the C-statistic for the prediction of MACE (0.76–0.89; p = 0.04). High-risk plaque features identified by IVUS-VH in culprit lesions were not associated with future MACE in patients with STEMI receiving DES. However, elevated hs-CRP and NLR levels were significantly associated with poorer outcomes and had incremental predictive values over conventional risk factors.
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Literature
1.
go back to reference Roger VL, Go AS, Lloyd-Jones DM et al (2012) Heart disease and stroke statistics–2012 update. Circulation 125:e2–e220CrossRefPubMed Roger VL, Go AS, Lloyd-Jones DM et al (2012) Heart disease and stroke statistics–2012 update. Circulation 125:e2–e220CrossRefPubMed
2.
go back to reference Arbab-Zadeh A, Fuster V (2015) The myth of the “vulnerable plaque”: transitioning from a focus on individual lesions to atherosclerotic disease burden for coronary artery disease risk assessment. J Am Coll Cardiol 65:846–855CrossRefPubMedPubMedCentral Arbab-Zadeh A, Fuster V (2015) The myth of the “vulnerable plaque”: transitioning from a focus on individual lesions to atherosclerotic disease burden for coronary artery disease risk assessment. J Am Coll Cardiol 65:846–855CrossRefPubMedPubMedCentral
3.
go back to reference Vink MA, Vos NS, Dirksen MT et al (2015) Recurrent myocardial infarction after primary percutaneous coronary intervention in multivessel coronary disease is primarily related to stent failure. J Interv Cardiol 28:523–530CrossRefPubMed Vink MA, Vos NS, Dirksen MT et al (2015) Recurrent myocardial infarction after primary percutaneous coronary intervention in multivessel coronary disease is primarily related to stent failure. J Interv Cardiol 28:523–530CrossRefPubMed
4.
go back to reference Stone GW, Maehara A, Lansky AJ et al (2011) A prospective natural-history study of coronary atherosclerosis. N Engl J Med 364:226–235CrossRefPubMed Stone GW, Maehara A, Lansky AJ et al (2011) A prospective natural-history study of coronary atherosclerosis. N Engl J Med 364:226–235CrossRefPubMed
5.
go back to reference Bourantas CV, Garcia-Garcia HM, Farooq V et al (2013) Clinical and angiographic characteristics of patients likely to have vulnerable plaques: analysis from the PROSPECT study. JACC Cardiovasc Imaging 6:1263–1272CrossRefPubMed Bourantas CV, Garcia-Garcia HM, Farooq V et al (2013) Clinical and angiographic characteristics of patients likely to have vulnerable plaques: analysis from the PROSPECT study. JACC Cardiovasc Imaging 6:1263–1272CrossRefPubMed
6.
go back to reference Fleg JL, Stone GW, Fayad ZA et al (2012) Detection of high-risk atherosclerotic plaque: report of the NHLBI Working Group on current status and future directions. JACC Cardiovasc Imaging 5:941–955CrossRefPubMedPubMedCentral Fleg JL, Stone GW, Fayad ZA et al (2012) Detection of high-risk atherosclerotic plaque: report of the NHLBI Working Group on current status and future directions. JACC Cardiovasc Imaging 5:941–955CrossRefPubMedPubMedCentral
7.
go back to reference Tian J, Ren X, Vergallo R et al (2014) Distinct morphological features of ruptured culprit plaque for acute coronary events compared to those with silent rupture and thin-cap fibroatheroma. J Am Coll Cardiol 63:2209–2216CrossRefPubMed Tian J, Ren X, Vergallo R et al (2014) Distinct morphological features of ruptured culprit plaque for acute coronary events compared to those with silent rupture and thin-cap fibroatheroma. J Am Coll Cardiol 63:2209–2216CrossRefPubMed
8.
go back to reference Hlatky MA, Douglas PS, Cook NL et al (2012) Future directions for cardiovascular disease comparative effectiveness research: report of a workshop sponsored by the National Heart, Lung, and Blood Institute. J Am Coll Cardiol 60:569–580CrossRefPubMedPubMedCentral Hlatky MA, Douglas PS, Cook NL et al (2012) Future directions for cardiovascular disease comparative effectiveness research: report of a workshop sponsored by the National Heart, Lung, and Blood Institute. J Am Coll Cardiol 60:569–580CrossRefPubMedPubMedCentral
9.
go back to reference Zairis MN, Manousakis SJ, Stefanidis AS et al (2002) C-reactive protein levels on admission are associated with response to thrombolysis and prognosis after ST-segment elevation acute myocardial infarction. Am Heart J 144:782–789CrossRefPubMed Zairis MN, Manousakis SJ, Stefanidis AS et al (2002) C-reactive protein levels on admission are associated with response to thrombolysis and prognosis after ST-segment elevation acute myocardial infarction. Am Heart J 144:782–789CrossRefPubMed
10.
go back to reference Zebrack JS, Anderson JL, Maycock CA, Horne BD, Bair TL, Muhlestein JB (2002) Usefulness of high-sensitivity C-reactive protein in predicting long-term risk of death or acute myocardial infarction in patients with unstable or stable angina pectoris or acute myocardial infarction. Am J Cardiol 89:145–149CrossRefPubMed Zebrack JS, Anderson JL, Maycock CA, Horne BD, Bair TL, Muhlestein JB (2002) Usefulness of high-sensitivity C-reactive protein in predicting long-term risk of death or acute myocardial infarction in patients with unstable or stable angina pectoris or acute myocardial infarction. Am J Cardiol 89:145–149CrossRefPubMed
11.
go back to reference Hoffman M, Blum A, Baruch R, Kaplan E, Benjamin M (2004) Leukocytes and coronary heart disease. Atherosclerosis 172:1–6CrossRefPubMed Hoffman M, Blum A, Baruch R, Kaplan E, Benjamin M (2004) Leukocytes and coronary heart disease. Atherosclerosis 172:1–6CrossRefPubMed
12.
go back to reference Fowler AJ, Agha RA (2013) Neutrophil/lymphocyte ratio is related to the severity of coronary artery disease and clinical outcome in patients undergoing angiography: the growing versatility of NLR. Atherosclerosis 228:44–45CrossRefPubMed Fowler AJ, Agha RA (2013) Neutrophil/lymphocyte ratio is related to the severity of coronary artery disease and clinical outcome in patients undergoing angiography: the growing versatility of NLR. Atherosclerosis 228:44–45CrossRefPubMed
13.
go back to reference Cho KI, Ann SH, Singh GB, Her AY, Shin ES (2015) Combined usefulness of the platelet-to-lymphocyte ratio and the neutrophil-to-lymphocyte ratio in predicting the long-term adverse events in patients who have undergone percutaneous coronary intervention with a drug-eluting stent. PLoS ONE 10:e0133934CrossRefPubMedPubMedCentral Cho KI, Ann SH, Singh GB, Her AY, Shin ES (2015) Combined usefulness of the platelet-to-lymphocyte ratio and the neutrophil-to-lymphocyte ratio in predicting the long-term adverse events in patients who have undergone percutaneous coronary intervention with a drug-eluting stent. PLoS ONE 10:e0133934CrossRefPubMedPubMedCentral
14.
go back to reference Kurtul A, Yarlioglues M, Murat SN et al (2014) Usefulness of the platelet-to-lymphocyte ratio in predicting angiographic reflow after primary percutaneous coronary intervention in patients with acute ST-segment elevation myocardial infarction. Am J Cardiol 114:342–347CrossRefPubMed Kurtul A, Yarlioglues M, Murat SN et al (2014) Usefulness of the platelet-to-lymphocyte ratio in predicting angiographic reflow after primary percutaneous coronary intervention in patients with acute ST-segment elevation myocardial infarction. Am J Cardiol 114:342–347CrossRefPubMed
15.
go back to reference Park JJ, Jang HJ, Oh IY et al (2013) Prognostic value of neutrophil to lymphocyte ratio in patients presenting with ST-elevation myocardial infarction undergoing primary percutaneous coronary intervention. Am J Cardiol 111:636–642CrossRefPubMed Park JJ, Jang HJ, Oh IY et al (2013) Prognostic value of neutrophil to lymphocyte ratio in patients presenting with ST-elevation myocardial infarction undergoing primary percutaneous coronary intervention. Am J Cardiol 111:636–642CrossRefPubMed
16.
go back to reference O’Gara PT, Kushner FG, Ascheim DD et al (2013) ACCF/AHA guideline for the management of ST-elevation myocardial infarction: executive summary. Catheter Cardiovasc Interv 82(2013):E1–E27PubMed O’Gara PT, Kushner FG, Ascheim DD et al (2013) ACCF/AHA guideline for the management of ST-elevation myocardial infarction: executive summary. Catheter Cardiovasc Interv 82(2013):E1–E27PubMed
17.
go back to reference Schoenhagen P, Ziada KM, Kapadia SR, Crowe TD, Nissen SE, Tuzcu EM (2000) Extent and direction of arterial remodeling in stable versus unstable coronary syndromes. Circulation 101:598–603CrossRefPubMed Schoenhagen P, Ziada KM, Kapadia SR, Crowe TD, Nissen SE, Tuzcu EM (2000) Extent and direction of arterial remodeling in stable versus unstable coronary syndromes. Circulation 101:598–603CrossRefPubMed
18.
go back to reference Nair A, Kuban BD, Tuzcu EM, Schoenhagen P, Nissen SE, Vince DG (2002) Coronary plaque classification with intravascular ultrasound radiofrequency data analysis. Circulation 106:2200–2206CrossRefPubMed Nair A, Kuban BD, Tuzcu EM, Schoenhagen P, Nissen SE, Vince DG (2002) Coronary plaque classification with intravascular ultrasound radiofrequency data analysis. Circulation 106:2200–2206CrossRefPubMed
19.
go back to reference Pencina MJ, D’Agostino RB (2004) Overall C as a measure of discrimination in survival analysis: model specific population value and confidence interval estimation. Stat Med 23:2109–2123CrossRefPubMed Pencina MJ, D’Agostino RB (2004) Overall C as a measure of discrimination in survival analysis: model specific population value and confidence interval estimation. Stat Med 23:2109–2123CrossRefPubMed
20.
go back to reference Franco M, Cooper RS, Bilal U, Fuster V (2011) Challenges and opportunities for cardiovascular disease prevention. Am J Med 124:95–102CrossRefPubMed Franco M, Cooper RS, Bilal U, Fuster V (2011) Challenges and opportunities for cardiovascular disease prevention. Am J Med 124:95–102CrossRefPubMed
21.
go back to reference Virmani R, Burke AP, Farb A, Kolodgie FD (2006) Pathology of the vulnerable plaque. J Am Coll Cardiol 47:C13–C18CrossRefPubMed Virmani R, Burke AP, Farb A, Kolodgie FD (2006) Pathology of the vulnerable plaque. J Am Coll Cardiol 47:C13–C18CrossRefPubMed
22.
go back to reference Virmani R, Burke AP, Kolodgie FD, Farb A (2003) Pathology of the thin-cap fibroatheroma: a type of vulnerable plaque. J Interv Cardiol 16:267–272CrossRefPubMed Virmani R, Burke AP, Kolodgie FD, Farb A (2003) Pathology of the thin-cap fibroatheroma: a type of vulnerable plaque. J Interv Cardiol 16:267–272CrossRefPubMed
23.
go back to reference Zannad F, Dallongeville J, Macfadyen RJ et al (2012) Prevention of cardiovascular disease guided by total risk estimations—challenges and opportunities for practical implementation. Eur J Prev Cardiol 19:1454–1464CrossRefPubMedPubMedCentral Zannad F, Dallongeville J, Macfadyen RJ et al (2012) Prevention of cardiovascular disease guided by total risk estimations—challenges and opportunities for practical implementation. Eur J Prev Cardiol 19:1454–1464CrossRefPubMedPubMedCentral
24.
go back to reference Tanaka A, Shimada K, Sano T et al (2005) Multiple plaque rupture and C-reactive protein in acute myocardial infarction. J Am Coll Cardiol 45:1594–1599CrossRefPubMed Tanaka A, Shimada K, Sano T et al (2005) Multiple plaque rupture and C-reactive protein in acute myocardial infarction. J Am Coll Cardiol 45:1594–1599CrossRefPubMed
25.
go back to reference Tamhane UU, Aneja S, Montgomery D, Rogers EK, Eagle KA, Gurm HS (2008) Association between admission neutrophil to lymphocyte ratio and outcomes in patients with acute coronary syndrome. Am J Cardiol 102:653–657CrossRefPubMed Tamhane UU, Aneja S, Montgomery D, Rogers EK, Eagle KA, Gurm HS (2008) Association between admission neutrophil to lymphocyte ratio and outcomes in patients with acute coronary syndrome. Am J Cardiol 102:653–657CrossRefPubMed
26.
go back to reference Han YC, Yang TH, Kim DI et al (2013) Neutrophil to lymphocyte ratio predicts long-term clinical outcomes in patients with ST-segment elevation myocardial infarction undergoing primary percutaneous coronary intervention, Korean. Circ J 43:93–99 Han YC, Yang TH, Kim DI et al (2013) Neutrophil to lymphocyte ratio predicts long-term clinical outcomes in patients with ST-segment elevation myocardial infarction undergoing primary percutaneous coronary intervention, Korean. Circ J 43:93–99
27.
go back to reference Ozcan Cetin EH, Cetin MS, Aras D et al (2016) Platelet to lymphocyte ratio as a prognostic marker of in-hospital and long-term major adverse cardiovascular events in ST-segment elevation myocardial infarction. Angiology 67:336–345CrossRefPubMed Ozcan Cetin EH, Cetin MS, Aras D et al (2016) Platelet to lymphocyte ratio as a prognostic marker of in-hospital and long-term major adverse cardiovascular events in ST-segment elevation myocardial infarction. Angiology 67:336–345CrossRefPubMed
28.
go back to reference Barron HV, Cannon CP, Murphy SA, Braunwald E, Gibson CM (2000) Association between white blood cell count, epicardial blood flow, myocardial perfusion, and clinical outcomes in the setting of acute myocardial infarction. Circulation 102:2329–2334CrossRefPubMed Barron HV, Cannon CP, Murphy SA, Braunwald E, Gibson CM (2000) Association between white blood cell count, epicardial blood flow, myocardial perfusion, and clinical outcomes in the setting of acute myocardial infarction. Circulation 102:2329–2334CrossRefPubMed
29.
go back to reference Arbel Y, Finkelstein A, Halkin A et al (2012) Neutrophil/lymphocyte ratio is related to the severity of coronary artery disease and clinical outcome in patients undergoing angiography. Atherosclerosis 225:456–460CrossRefPubMed Arbel Y, Finkelstein A, Halkin A et al (2012) Neutrophil/lymphocyte ratio is related to the severity of coronary artery disease and clinical outcome in patients undergoing angiography. Atherosclerosis 225:456–460CrossRefPubMed
30.
go back to reference Azab B, Zaher M, Weiserbs KF et al (2010) Usefulness of neutrophil to lymphocyte ratio in predicting short- and long-term mortality after non-ST-elevation myocardial infarction. Am J Cardiol 106:470–476CrossRefPubMed Azab B, Zaher M, Weiserbs KF et al (2010) Usefulness of neutrophil to lymphocyte ratio in predicting short- and long-term mortality after non-ST-elevation myocardial infarction. Am J Cardiol 106:470–476CrossRefPubMed
31.
go back to reference Ommen SR, Gibbons RJ, Hodge DO, Thomson SP (1997) Usefulness of the lymphocyte concentration as a prognostic marker in coronary artery disease. Am J Cardiol 79:812–814CrossRefPubMed Ommen SR, Gibbons RJ, Hodge DO, Thomson SP (1997) Usefulness of the lymphocyte concentration as a prognostic marker in coronary artery disease. Am J Cardiol 79:812–814CrossRefPubMed
32.
go back to reference Ray KK, Cannon CP, McCabe CH et al (2005) Early and late benefits of high dose atorvastatin in patients with acute coronary syndrome. J Am Coll Cardiol 46:1405–1410CrossRefPubMed Ray KK, Cannon CP, McCabe CH et al (2005) Early and late benefits of high dose atorvastatin in patients with acute coronary syndrome. J Am Coll Cardiol 46:1405–1410CrossRefPubMed
Metadata
Title
Plaque characteristics and inflammatory markers for the prediction of major cardiovascular events in patients with ST-segment elevation myocardial infarction
Authors
Ae-Young Her
Kyoung Im Cho
Gillian Balbir Singh
Dae Seong An
Young-Hoon Jeong
Bon-Kwon Koo
Eun-Seok Shin
Publication date
01-10-2017
Publisher
Springer Netherlands
Published in
The International Journal of Cardiovascular Imaging / Issue 10/2017
Print ISSN: 1569-5794
Electronic ISSN: 1875-8312
DOI
https://doi.org/10.1007/s10554-017-1135-x

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