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  2. Keyword: neutrophil-to-lymphocyte ratio
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ABC
Research Letter

Early vs. Late Neutrophil-To-Lymphocyte Ratio for the Prediction of Adverse Outcomes in Patients with STEMI Undergoing Primary PCI

Guilherme Pinheiro Machado et al. Gustavo Neves de Araujo Daniele Maltauro Julia Custodio … Victoria Milan Marco Wainstein

Introduction

Admission neutrophil-to-lymphocyte ratio (NLR) has proven to predict adverse events in patients with ST-elevation Myocardial Infarction (STEMI).– New evidence has shown that NLR continues to increase within 48-72 hours in patients who develop worse outcomes. Therefore, this study sought to compare the prognostic capacity of admission and late NLR for adverse events in patients with STEMI undergoing primary percutaneous coronary intervention (pPCI).

[…]

  • Angioplasty
  • Inflammation
  • Mortality
  • Myocardial Infarction
  • neutrophil-to-lymphocyte ratio
  • Risk Factors
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Creative Commons Attribution (CC BY) Creative Commons license
23/04/2021 DOI: 10.36660/abc.20200327 Views 2
IJCS
Viewpoint

Potential Role of Hematological Parameters in Patients with Acute Myocardial Infarction: viewpoint

José Gildo de Moura Monteiro Júnior et al. Dário Celestino Sobral Filho

Acute myocardial infarction (AMI) is one of the most important cardiovascular diseases, leading to disability and death worldwide. Atherosclerosis is the main etiology of AMI, which is characterized by a series of highly specific cellular and molecular responses that can best be described, in aggregate, as an inflammatory disease. Risk factors such as arterial hypertension, diabetes mellitus, smoking, dyslipidemia, obesity, emotional stress and family history are not, in themselves, sufficient for in-hospital risk assessment of patients with AMI. Recently, several studies have found an association between oxidative stress, due to inflammation, and hypoxemia processes, with hematological changes and coronary arterial diseases, suggesting their usefulness in identifying the risk of death. These studies have shown the association of hematological parameters with prognostic biomarkers in patients with coronary artery disease. – This issue of the International Journal of Cardiovascular Sciences includes the paper “Performance of a Hematological Scoring System in Predicting All-Cause Mortality in Patients with Acute Myocardial Infarction”, with a proposed scoring system for in-hospital surveillance.

Several studies have shown that hypoxemia and infection are the main stimulus to differentiation processes in distinct hematological cell lines in the bone marrow, when hematological diseases, cancer, congestive heart failure, acute and chronic anemias are excluded. , These cells originate from a single progenitor cell called the stem cell, when for example, blood exposure to low oxygen concentrations over a long period results in differentiation and increased production of red blood cells. This stimulus to the bone marrow is produced by erythropoietin, a glycoprotein, 90% of which is produced in the kidneys, the rest being mostly formed in the liver, in response to hypoxemia. Infectious diseases cause the differentiation and final formation of specific types of leukocytes for each pathogen. Platelets have an important role in hemostasis, inflammation and innate immunity. In the last five decades, with the advent of automated counting, the hemogram was transformed into a useful clinical tool to demonstrate the daily variability in the hematopoietic response according to the patient’s injury. , In recent years, a large number of studies have provided a better knowledge of these hematological parameters, with independent information on pathophysiology and risk stratification. For example, nucleated red blood cells (NRBCs) are immature erythrocyte cells present in the bone marrow in the process of hematopoiesis. In a healthy adult, there are no NRBCs in the peripheral blood. Therefore, the presence of NRBCs in the peripheral circulation is associated with a poorer prognosis. – The neutrophil to lymphocyte ratio (NLR), a combination of two independent markers of inflammation, is considered a simple and nonspecific marker of inflammation. White blood cells, particularly lymphocytes, cause a major important modulation in the inflammatory response. Clinical and experimental studies have associated lymphopenia with progressive atherosclerosis. , Basem et al., demonstrated that NLR is a strong predictor of short- and long-term mortality in stable and unstable coronary insufficiency. Patients with non-ST-segment elevation myocardial infarction with NLR > 4.7 have a mortality rate of 29.8%, whereas those with NLR < 3 have a mortality rate of 8.4 (p <0.001). In another study, using a 2.54 cut-off point, NLR was a predictor of severe atherosclerosis, with a sensitivity of 74% and specificity of 53% (ROC curve 0.627; 95% CI: 0.545-0.704, p = 0.004). There are also studies demonstrating the association between NLR and the extent and severity of coronary artery disease. , Large platelets are metabolically and enzymatically more active than small platelets and are characterized by an elevation in mean platelet volume (MPV). In the study by Uysal et al., an MPV value greater than 10.4 is considered a predictor of severe atherosclerosis, with a senstitivity of 39% and specificity of 90% (ROC curve: 0.631, 95% CI: 0.549-0.708, p = 0.003), and can be used as a predictor and cardiac risk identifier in patients with coronary artery disease. MPV has thus been identified as an independent risk factor for acute myocardial infarction in patients with coronary artery disease. ,

[…]

  • Atherosclerosis
  • Inflamatory Diseases
  • Mean Platelet Volume
  • Mortality
  • Myocardial Infarction
  • neutrophil-to-lymphocyte ratio
  • Nucleated Red Blood Cells
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17/07/2020 DOI: 10.36660/ijcs.20200108 Views 1
Figure 1
IJCS
Original Article

Performance of a Hematological Scoring System in Predicting All-Cause Mortality in Patients with Acute Myocardial Infarction

José Gildo de Moura Monteiro Júnior et al. Dilênia de Oliveira Cipriano Torres Maria Cleide Freire Clementino da Silva Tácio Rian Nogueira Príncipe … Rhayssa Barbosa de Vasconcelos Maria Eduarda Cavalcanti de Brito Maria Alice Aquino Limeira Ana Célia Oliveira dos Santos Ulisses Ramos Montarroyos Dário Celestino Sobral Filho

Abstract

Background:

The presence of nucleated red blood cells (NRBCs) and increases in mean platelet volume (MPV) and neutrophil to lymphocyte ratio (NLR) in peripheral circulation are associated with poorer prognosis in patients with acute coronary disease.

Objective:

We developed a scoring system for in-hospital surveillance of all-cause mortality using hematological laboratory parameters in patients with acute myocardial infarction (AMI).

Methods:

Patients admitted for AMI were recruited in this prospective study. Exclusion criteria were age younger than 18 years, glucocorticoid therapy, cancer or hematological diseases and readmissions. NRBCs, MPV and NLR were measured during hospitalization. The scoring system was developed in three steps: first, the magnitude of the association of clinical and laboratory parameters with in-hospital mortality was measured by odds ratio (OR), second, a multivariate logistic regression model was conducted with all variables significantly (p < 0.05) associated with the outcome, and third, a β-coefficient was estimated by multivariate logistic regression with hematological parameters with a p < 0.05.

Results:

A total of 466 patients (mean age were 64.2 ± 12.8 years, 61.6% male) were included in this study. A hematological scoring system ranging from 0 to 49, where higher values were associated with higher risk of in-hospital death. The best performance was registered for a cut-off value of 26 with sensitivity of 89.1% and specificity of 67.2%, positive predictive value of 26.8% (95% CI: 0.204 – 0.332) and negative predictive value of 97.9% (95% CI: 0.962 – 0.996). The area under the curve for the scoring system was 0.868 (95% CI: 0.818 – 0.918).

Conclusions:

Here we propose a hematological scoring system for surveillance tool during hospitalization of patients with acute myocardial infarction. Based on total blood count parameters, the instrument can evaluate inflammation and hypoxemia due to in-hospital complications and, consequently, predict in-hospital mortality.

  • Coronary Artery Diseases
  • Mean Platelet Volume
  • Mortality
  • Myocardial Infarction
  • neutrophil-to-lymphocyte ratio
  • Nucleated Red Blood Cells
  • Scoring System
  • Severity of Illness Index
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03/02/2020 DOI: 10.36660/ijcs.20190094
ABC
Original Article

Relationship between Neutrophil-To-Lymphocyte Ratio and Electrocardiographic Ischemia Grade in STEMI

Emre Yalcinkaya et al. Uygar Cagdas Yuksel Murat Celik Hasan Kutsi Kabul … Cem Barcin Yalcin Gokoglan Erkan Yildirim Atila Iyisoy

Background:

Neutrophil-to-lymphocyte ratio (NLR) has been found to be a good predictor of future adverse cardiovascular outcomes in patients with ST-segment elevation myocardial infarction (STEMI). Changes in the QRS terminal portion have also been associated with adverse outcomes following STEMI.

Objective:

To investigate the relationship between ECG ischemia grade and NLR in patients presenting with STEMI, in order to determine additional conventional risk factors for early risk stratification.

Methods:

Patients with STEMI were investigated. The grade of ischemia was analyzed from the ECG performed on admission. White blood cells and subtypes were measured as part of the automated complete blood count (CBC) analysis. Patients were classified into two groups according to the ischemia grade presented on the admission ECG, as grade 2 ischemia (G2I) and grade 3 ischemia (G3I).

Results:

Patients with G3I had significantly lower mean left ventricular ejection fraction than those in G2I (44.58 ± 7.23 vs. 48.44 ± 7.61, p = 0.001). As expected, in-hospital mortality rate increased proportionally with the increase in ischemia grade (p = 0.036). There were significant differences in percentage of lymphocytes (p = 0.010) and percentage of neutrophils (p = 0.004), and therefore, NLR was significantly different between G2I and G3I patients (p < 0.001). Multivariate logistic regression analysis revealed that only NLR was the independent variable with a significant effect on ECG ischemia grade (odds ratio = 1.254, 95% confidence interval 1.120–1.403, p < 0.001).

Conclusion:

We found an association between G3I and elevated NLR in patients with STEMI. We believe that such an association might provide an additional prognostic value for risk stratification in patients with STEMI when combined with standardized risk scores.

  • electrocardiographically grade 3 ischemia
  • neutrophil-to-lymphocyte ratio
  • ST Elevation Myocardial Infarction
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21/11/2014 DOI: 10.5935/abc.20140179 Views 1

How to cite this article

EndNote RIS

Electronic Document Format (Vancouver)

Machado GP, Araujo GN, Maltauro D, Custodio J, Milan V, Wainstein M. Early vs. Late Neutrophil-To-Lymphocyte Ratio for the Prediction of Adverse Outcomes in Patients with STEMI Undergoing Primary PCI. Arquivos Brasileiros de Cardiologia 2021;116(3):504-6.

Electronic Document Format (ABNT)

Machado, Guilherme Pinheiro; Araujo, Gustavo Neves de; Maltauro, Daniele; Custodio, Julia; Milan, Victoria; Wainstein, Marco. Early vs. Late Neutrophil-To-Lymphocyte Ratio for the Prediction of Adverse Outcomes in Patients with STEMI Undergoing Primary PCI. Arquivos Brasileiros de Cardiologia, v. 116, n. 3, p. 504-506, Apr. 2021.

Electronic Document Format (APA)

Machado, G. P., Araujo, G. N. , Maltauro, D., Custodio, J., Milan, V., & Wainstein, M. (2021). Early vs. Late Neutrophil-To-Lymphocyte Ratio for the Prediction of Adverse Outcomes in Patients with STEMI Undergoing Primary PCI. Arquivos Brasileiros de Cardiologia, 116(3), 504-506.

Electronic Document Format (ISO)

Machado, Guilherme Pinheiro and Araujo, Gustavo Neves de and Maltauro, Daniele and Custodio, Julia and Milan, Victoria and Wainstein, Marco. Early vs. Late Neutrophil-To-Lymphocyte Ratio for the Prediction of Adverse Outcomes in Patients with STEMI Undergoing Primary PCI. Arquivos Brasileiros de Cardiologia [online]. 2021, vol. 116, n. 3, [cited 2026-10-14], pp. 504-506. Available from: <https://journals.cardiol.br/en/article/early-vs-late-neutrophil-to-lymphocyte-ratio-for-the-prediction-of-adverse-outcomes-in-patients-with-stemi-undergoing-primary-pci/>. ISSN 0066-782X

EndNote RIS

Electronic Document Format (Vancouver)

Monteiro Júnior JGM, Sobral Filho DC. Potential Role of Hematological Parameters in Patients with Acute Myocardial Infarction: viewpoint. International Journal of Cardiovascular Sciences 2020;33(5):586-8.

Electronic Document Format (ABNT)

Monteiro Júnior, José Gildo de Moura; Sobral Filho, Dário Celestino. Potential Role of Hematological Parameters in Patients with Acute Myocardial Infarction: viewpoint. International Journal of Cardiovascular Sciences, v. 33, n. 5, p. 586-588, Jul. 2020.

Electronic Document Format (APA)

Monteiro Júnior, J. G. M., & Sobral Filho, D. C. (2020). Potential Role of Hematological Parameters in Patients with Acute Myocardial Infarction: viewpoint. International Journal of Cardiovascular Sciences, 33(5), 586-588.

Electronic Document Format (ISO)

Monteiro Júnior, José Gildo de Moura and Sobral Filho, Dário Celestino. Potential Role of Hematological Parameters in Patients with Acute Myocardial Infarction: viewpoint. International Journal of Cardiovascular Sciences [online]. 2020, vol. 33, n. 5, [cited 2026-10-14], pp. 586-588. Available from: <https://journals.cardiol.br/en/article/potential-role-of-hematological-parameters-in-patients-with-acute-myocardial-infarction-viewpoint/>. ISSN 2359-4802

EndNote RIS

Electronic Document Format (Vancouver)

Monteiro Júnior JGM, Torres DOC, Silva MCFC, Príncipe TRN, Vasconcelos RB, Brito MEC, Limeira MAA, et al. Performance of a Hematological Scoring System in Predicting All-Cause Mortality in Patients with Acute Myocardial Infarction. International Journal of Cardiovascular Sciences 2020;33(4):380-8.

Electronic Document Format (ABNT)

Monteiro Júnior, José Gildo de Moura; Torres, Dilênia de Oliveira Cipriano; Silva, Maria Cleide Freire Clementino da; Príncipe, Tácio Rian Nogueira; Vasconcelos, Rhayssa Barbosa de; Brito, Maria Eduarda Cavalcanti de; Limeira, Maria Alice Aquino; Santos, Ana Célia Oliveira dos; Montarroyos, Ulisses Ramos; Sobral Filho, Dário Celestino. Performance of a Hematological Scoring System in Predicting All-Cause Mortality in Patients with Acute Myocardial Infarction. International Journal of Cardiovascular Sciences, v. 33, n. 4, p. 380-388, Feb. 2020.

Electronic Document Format (APA)

Monteiro Júnior, J. G. M., Torres, D. O. C., Silva, M. C. F. C. , Príncipe, T. R. N., Vasconcelos, R. B. , Brito, M. E. C. , Limeira, M. A. A., Santos, A. C. O. , Montarroyos, U. R., & Sobral Filho, D. C. (2020). Performance of a Hematological Scoring System in Predicting All-Cause Mortality in Patients with Acute Myocardial Infarction. International Journal of Cardiovascular Sciences, 33(4), 380-388.

Electronic Document Format (ISO)

Monteiro Júnior, José Gildo de Moura and Torres, Dilênia de Oliveira Cipriano and Silva, Maria Cleide Freire Clementino da and Príncipe, Tácio Rian Nogueira and Vasconcelos, Rhayssa Barbosa de and Brito, Maria Eduarda Cavalcanti de and Limeira, Maria Alice Aquino and Santos, Ana Célia Oliveira dos and Montarroyos, Ulisses Ramos and Sobral Filho, Dário Celestino. Performance of a Hematological Scoring System in Predicting All-Cause Mortality in Patients with Acute Myocardial Infarction. International Journal of Cardiovascular Sciences [online]. 2020, vol. 33, n. 4, [cited 2026-10-14], pp. 380-388. Available from: <https://journals.cardiol.br/en/article/performance-of-a-hematological-scoring-system-in-predicting-all-cause-mortality-in-patients-with-acute-myocardial-infarction/>. ISSN 2359-4802

EndNote RIS

Electronic Document Format (Vancouver)

Yalcinkaya E, Yuksel UC, Celik M, Kabul HK, Barcin C, Gokoglan Y, Yildirim E, et al. Relationship between Neutrophil-To-Lymphocyte Ratio and Electrocardiographic Ischemia Grade in STEMI. Arquivos Brasileiros de Cardiologia 2014;104(2):112-9.

Electronic Document Format (ABNT)

Yalcinkaya, Emre; Yuksel, Uygar Cagdas; Celik, Murat; Kabul, Hasan Kutsi; Barcin, Cem; Gokoglan, Yalcin; Yildirim, Erkan; Iyisoy, Atila. Relationship between Neutrophil-To-Lymphocyte Ratio and Electrocardiographic Ischemia Grade in STEMI. Arquivos Brasileiros de Cardiologia, v. 104, n. 2, p. 112-119, Nov. 2014.

Electronic Document Format (APA)

Yalcinkaya, E., Yuksel, U. C., Celik, M., Kabul, H. K., Barcin, C., Gokoglan, Y., Yildirim, E., & Iyisoy, A. (2014). Relationship between Neutrophil-To-Lymphocyte Ratio and Electrocardiographic Ischemia Grade in STEMI. Arquivos Brasileiros de Cardiologia, 104(2), 112-119.

Electronic Document Format (ISO)

Yalcinkaya, Emre and Yuksel, Uygar Cagdas and Celik, Murat and Kabul, Hasan Kutsi and Barcin, Cem and Gokoglan, Yalcin and Yildirim, Erkan and Iyisoy, Atila. Relationship between Neutrophil-To-Lymphocyte Ratio and Electrocardiographic Ischemia Grade in STEMI. Arquivos Brasileiros de Cardiologia [online]. 2014, vol. 104, n. 2, [cited 2026-10-14], pp. 112-119. Available from: <https://journals.cardiol.br/en/article/relationship-between-neutrophil-to-lymphocyte-ratio-and-electrocardiographic-ischemia-grade-in-stemi/>. ISSN 0066-782X

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