open access
Combination of D-dimer level and neutrophil to lymphocyte ratio predicts long-term clinical outcomes in acute coronary syndrome after percutaneous coronary intervention


- Department of Cardiology, the First Affiliated Hospital of Nanjing Medical University, Nanjing, China
open access
Abstract
Background: High D-dimer (DD) is associated with short-term adverse outcomes in patients with
acute coronary syndrome (ACS). In ACS patients who underwent percutaneous coronary intervention
(PCI), however, the value of DD (or combined with neutrophil to lymphocyte ratio [NLR]) to predict
long-term major adverse cardiovascular events (MACEs) has not been fully evaluated.
Methods: Patients diagnosed with ACS and receiving PCI were included. The primary outcome was
MACEs. Cox proportional hazards regression and logistic regression were used to illustrate the relationship
between clinical risk factors, biomarkers and MACEs. Survival models were developed based on
significant factors and evaluated by the Concordance-index (C-index).
Results: The final study cohort was comprised of 650 patients (median age, 64 years; 474 males),
including 98 (15%) with MACEs during a median follow-up period of 40 months. According to the
cut-off value of DD and NLR, the patients were separated into four groups: high DD or nonhigh DD
with high or nonhigh NLR. After adjusting for confounding variables, DD (adjusted hazard ratio
[aHR]: 2.39, 95% confidence interval [CI]: 1.52–3.76) and NLR (aHR: 2.71, 95% CI: 1.78–4.11) were
independently associated with long-term MACEs. Moreover, patients with both high DD and NLR had
a significantly higher risk in MACEs when considering patients with nonhigh DD and NLR as reference
(aHR: 6.19, 95% CI: 3.30–11.61). The area under curve increased and reached 0.70 in differentiating
long-term MACEs when DD and NLR were combined, and survival models incorporating the two
exhibited a stronger predictive power (C-index: 0.75).
Conclusions: D-dimer (or combined with NLR) can be used to predict long-term MACEs in ACS
patients undergoing PCI.
Abstract
Background: High D-dimer (DD) is associated with short-term adverse outcomes in patients with
acute coronary syndrome (ACS). In ACS patients who underwent percutaneous coronary intervention
(PCI), however, the value of DD (or combined with neutrophil to lymphocyte ratio [NLR]) to predict
long-term major adverse cardiovascular events (MACEs) has not been fully evaluated.
Methods: Patients diagnosed with ACS and receiving PCI were included. The primary outcome was
MACEs. Cox proportional hazards regression and logistic regression were used to illustrate the relationship
between clinical risk factors, biomarkers and MACEs. Survival models were developed based on
significant factors and evaluated by the Concordance-index (C-index).
Results: The final study cohort was comprised of 650 patients (median age, 64 years; 474 males),
including 98 (15%) with MACEs during a median follow-up period of 40 months. According to the
cut-off value of DD and NLR, the patients were separated into four groups: high DD or nonhigh DD
with high or nonhigh NLR. After adjusting for confounding variables, DD (adjusted hazard ratio
[aHR]: 2.39, 95% confidence interval [CI]: 1.52–3.76) and NLR (aHR: 2.71, 95% CI: 1.78–4.11) were
independently associated with long-term MACEs. Moreover, patients with both high DD and NLR had
a significantly higher risk in MACEs when considering patients with nonhigh DD and NLR as reference
(aHR: 6.19, 95% CI: 3.30–11.61). The area under curve increased and reached 0.70 in differentiating
long-term MACEs when DD and NLR were combined, and survival models incorporating the two
exhibited a stronger predictive power (C-index: 0.75).
Conclusions: D-dimer (or combined with NLR) can be used to predict long-term MACEs in ACS
patients undergoing PCI.
Keywords
acute coronary syndrome, D-dimer, neutrophil to lymphocyte ratio, long-term outcome, percutaneous coronary intervention




Title
Combination of D-dimer level and neutrophil to lymphocyte ratio predicts long-term clinical outcomes in acute coronary syndrome after percutaneous coronary intervention
Journal
Issue
Article type
Original Article
Pages
576-586
Published online
2021-08-17
Page views
1623
Article views/downloads
758
DOI
Pubmed
Bibliographic record
Cardiol J 2023;30(4):576-586.
Keywords
acute coronary syndrome
D-dimer
neutrophil to lymphocyte ratio
long-term outcome
percutaneous coronary intervention
Authors
Ling-Feng Gu
Jie Gu
Si-Bo Wang
Hao Wang
Ya-Xin Wang
Yuan Xue
Tian-Wen Wei
Jia-Teng Sun
Xiao-Qing Lian
Jia-Bao Liu
En-Zhi Jia
Lian-Sheng Wang


- Roth GA, Johnson C, Abajobir A, et al. Global, regional, and national burden of cardiovascular diseases for 10 causes, 1990 to 2015. J Am Coll Cardiol. 2017; 70(1): 1–25.
- Simes J, Robledo KP, White HD, et al. LIPID Study Investigators. D-Dimer predicts long-term cause-specific mortality, cardiovascular events, and cancer in patients with stable coronary heart disease: LIPID study. Circulation. 2018; 138(7): 712–723.
- AlKhalfan F, Kerneis M, Nafee T, et al. D-Dimer levels and effect of rivaroxaban on those levels and outcomes in patients with acute coronary syndrome (an ATLAS ACS-TIMI 46 trial substudy). Am J Cardiol. 2018; 122(9): 1459–1464.
- Ross R. Atherosclerosis--an inflammatory disease. N Engl J Med. 1999; 340(2): 115–126.
- Falk E, Nakano M, Bentzon JF, et al. Update on acute coronary syndromes: the pathologists' view. Eur Heart J. 2013; 34(10): 719–728.
- Wada H, Dohi T, Miyauchi K, et al. Pre-procedural neutrophil-to-lymphocyte ratio and long-term cardiac outcomes after percutaneous coronary intervention for stable coronary artery disease. Atherosclerosis. 2017; 265: 35–40.
- Gul M, Uyarel H, Ergelen M, et al. Predictive value of neutrophil to lymphocyte ratio in clinical outcomes of non-ST elevation myocardial infarction and unstable angina pectoris: a 3-year follow-up. Clin Appl Thromb Hemost. 2014; 20(4): 378–384.
- Han YC, Yang TH, Kim DI, et al. 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. 2013; 43(2): 93–99.
- Benites-Zapata VA, Hernandez AV, Nagarajan V, et al. Usefulness of neutrophil-to-lymphocyte ratio in risk stratification of patients with advanced heart failure. Am J Cardiol. 2015; 115(1): 57–61.
- Tamhane UU, Aneja S, Montgomery D, et al. Association between admission neutrophil to lymphocyte ratio and outcomes in patients with acute coronary syndrome. Am J Cardiol. 2008; 102(6): 653–657.
- Thygesen K, Alpert JS, Jaffe AS, et al. Fourth Universal Definition of Myocardial Infarction (2018). J Am Coll Cardiol. 2018; 72(18): 2231–2264.
- Ibanez B, James S, Agewall S, et al. ESC Scientific Document Group. 2017 ESC Guidelines for the management of acute myocardial infarction in patients presenting with ST-segment elevation: The Task Force for the management of acute myocardial infarction in patients presenting with ST-segment elevation of the European Society of Cardiology (ESC). Eur Heart J. 2018; 39(2): 119–177.
- Amsterdam EA, Wenger NK, Brindis RG, et al. 2014 AHA/ACC Guideline for the Management of Patients With Non–ST-Elevation Acute Coronary Syndromes: A Report of the American College of Cardiology/American Heart Association Task Force on Practice Guidelines. J Am Coll Cardiol. 2014; 64: e139–e228.
- Hankey G. Stroke. Lancet. 2017; 389(10069): 641–654.
- Cutlip DE, Windecker S, Mehran R, et al. Academic Research Consortium. Clinical end points in coronary stent trials: a case for standardized definitions. Circulation. 2007; 115(17): 2344–2351.
- Borissoff JI, Spronk HMH, ten Cate H. The hemostatic system as a modulator of atherosclerosis. N Engl J Med. 2011; 364(18): 1746–1760.
- Fuster V, Badimon L, Badimon J, et al. The pathogenesis of coronary artery disease and the acute coronary syndromes. N Engl J Med. 1992; 326(5): 310–318.
- Akgul O, Uyarel H, Pusuroglu H, et al. Predictive value of elevated D-dimer in patients undergoing primary angioplasty for ST elevation myocardial infarction. Blood Coagul Fibrinolysis. 2013; 24(7): 704–710.
- Lowe GD, Yarnell JW, Rumley A, et al. C-reactive protein, fibrin D-dimer, and incident ischemic heart disease in the Speedwell study: are inflammation and fibrin turnover linked in pathogenesis? Arterioscler Thromb Vasc Biol. 2001; 21(4): 603–610.
- Figueras J, Monasterio Y, Lidón RM, et al. Thrombin formation and fibrinolytic activity in patients with acute myocardial infarction or unstable angina: in-hospital course and relationship with recurrent angina at rest. J Am Coll Cardiol. 2000; 36(7): 2036–2043.
- Lowe GDO, Rumley A, McMahon AD, et al. West of Scotland Coronary Prevention Study Group. Interleukin-6, fibrin D-dimer, and coagulation factors VII and XIIa in prediction of coronary heart disease. Arterioscler Thromb Vasc Biol. 2004; 24(8): 1529–1534.
- Ridker PM, Libby P, MacFadyen JG, et al. Modulation of the interleukin-6 signalling pathway and incidence rates of atherosclerotic events and all-cause mortality: analyses from the Canakinumab Anti-Inflammatory Thrombosis Outcomes Study (CANTOS). Eur Heart J. 2018; 39(38): 3499–3507.
- Horne BD, Anderson JL, John JM, et al. Intermountain Heart Collaborative Study Group. Which white blood cell subtypes predict increased cardiovascular risk? J Am Coll Cardiol. 2005; 45(10): 1638–1643.
- Dragu R, Huri S, Zukermann R, et al. Predictive value of white blood cell subtypes for long-term outcome following myocardial infarction. Atherosclerosis. 2008; 196(1): 405–412.
- Hoyer FF, Nahrendorf M. Neutrophil contributions to ischaemic heart disease. Eur Heart J. 2017; 38(7): 465–472.
- Gaul DS, Stein S, Matter CM. Neutrophils in cardiovascular disease. Eur Heart J. 2017; 38(22): 1702–1704.
- Ommen SR, Gibbons RJ, Hodge DO, et al. Usefulness of the lymphocyte concentration as a prognostic marker in coronary artery disease. Am J Cardiol. 1997; 79(6): 812–814.
- Acanfora D, Gheorghiade M, Trojano L, et al. Relative lymphocyte count: a prognostic indicator of mortality in elderly patients with congestive heart failure. Am Heart J. 2001; 142(1): 167–173.
- Stoneman VEA, Bennett MR. Role of apoptosis in atherosclerosis and its therapeutic implications. Clin Sci (Lond). 2004; 107(4): 343–354.
- Pasqui AL, Di Renzo M, Bova G, et al. T cell activation and enhanced apoptosis in non-ST elevation myocardial infarction. Clin Exp Med. 2003; 3(1): 37–44.
- Park JJ, Jang HJ, Oh IY, et al. Prognostic value of neutrophil to lymphocyte ratio in patients presenting with ST-elevation myocardial infarction undergoing primary percutaneous coronary intervention. Am J Cardiol. 2013; 111(5): 636–642.
- Kwong JC, Schwartz KL, Campitelli MA, et al. Acute myocardial infarction after laboratory-confirmed influenza infection. N Engl J Med. 2018; 378(4): 345–353.
- Wolfram RM, Brewer HB, Xue Z, et al. Impact of low high-density lipoproteins on in-hospital events and one-year clinical outcomes in patients with non-ST-elevation myocardial infarction acute coronary syndrome treated with drug-eluting stent implantation. Am J Cardiol. 2006; 98(6): 711–717.
- Griffin JH, Kojima K, Banka CL, et al. High-density lipoprotein enhancement of anticoagulant activities of plasma protein S and activated protein C. J Clin Invest. 1999; 103(2): 219–227.
- Besler C, Heinrich K, Rohrer L, et al. Mechanisms underlying adverse effects of HDL on eNOS-activating pathways in patients with coronary artery disease. J Clin Invest. 2011; 121(7): 2693–2708.
- Baetta R, Corsini A. Role of polymorphonuclear neutrophils in atherosclerosis: current state and future perspectives. Atherosclerosis. 2010; 210(1): 1–13.