Kadriye Memiç Sancar, Serkan Kahraman, Seda Tükenmez Karakurt, Meltem Tekin, Büşra Çörekcioğlu, Alkım Ateşli, Hulusi Satılmışoğlu, Gökhan Demirci, Mustafa Yıldız

Clinic of Cardiology, Mehmet Akif Ersoy Thoracic and Cardiovascular Surgery Training Research Hospital,İstanbul, Turkey

Keywords: Coronary artery disease; percutaneous coronary intervention; neutrophils; lymphocytes; mortality

Abstract

Introduction: This study aimed to investigate pre-procedural (Neutrophil to Lymphocyte Ratio) (NLR) in patients with (Left Main Coronary Artery) (LMCA) disease and to identify a relevant NLR value related to mortality after percutaneous intervention in unprotected LMCA disease.

Patients and Methods: Seventy-one patients diagnosed with unprotected LMCA disease were divided into two groups according to their mortality rates: survivors (n= 56, 78%) and non-survivors (n= 15, 22%). The mean follow-up duration was 26.0 ± 24.8 months, and all-cause mortality was considered as an endpoint.

Results: The non-survivor group had higher NLR values [3.23 (2.31-4.01) vs. 5.82 (2.92-14.99), p= 0.026] compared to the survivor-group. ROC analysis revealed an NLR cut-off value of 5.24 for predicting all-cause mortality. During follow-up, the group with high NLR values was associated with a significantly higher rate of all-cause mortality rate [6 (10.5%) vs. 9 (64.3%), p< 0.001] compared to the low NLR group. In multivariate analysis, the NLR (OR= 1.695; 95% CI= 1.124-2.556; p= 0.012) was found to be independent predictors of mortality.

Conclusion: NLR is the independent predictor of all-cause mortality in unprotected LMCA disease. As far as we know, this study is the first study investigating the prognostic value of NLR in patients with unprotected LMCA disease stenting.

Introduction

Inflammation is inseparable from atherogenesis and related cardiovascular diseases (CVDs)(1). Neutrophilia reflected a systemic inflammatory condition while an association was found between low lymphocyte count and significantly elevated cardiovascular (CV) morbidity and mortality(2,3). As a result, neutrophil to lymphocyte ratio (NLR) emerged as a sensitive marker of inflammation related to worse outcomes in both cardiac and non-cardiac events(4-7).

Patients with left main disease and/or multi-vessel disease have the highest risk of experiencing an adverse CV event among all coronary artery patients(8,9). In studies, many clinical and anatomical scores were reported to show the complexity and severity of coronary artery disease (CAD) both to determine the patient with the highest risk and to choose the appropriate revascularization model in complex coronary anatomy(10). However, these scoring systems are complicated and challenging to apply in clinical practice. Clinical and laboratory markers that have become significant in detecting highrisk patients may replace these systems by providing better prognosis and mortality prediction.

In recent years, NLR has been found to be associated with CAD severity(11), adverse events in patients with stable CAD(12), long-term mortality in ST-segment elevation myocardial infarction (STEMI)(13), and long-term outcomes of left main and/or three-vessel disease following acute myocardial infarction (AMI)(14). The prognostic value of pre-procedural NLR in patients undergoing unprotected left main coronary artery (LMCA) stenting has not been fully investigated. This study aimed to determine whether pre-procedural NLR represents an independent predictor for all-cause mortality.

Materials and Methods

Study Population

Our study is a single-center retrospective study. We reviewed patients who underwent coronary angiography due to stable angina pectoris, unstable angina pectoris/non–STsegment elevation myocardial infarction (non-STEMI), and STEMI between December 2016 and December 2019 in our hospital. The study included a total of 71 patients diagnosed with left main coronary artery (LMCA) disease and referred for percutaneous coronary intervention (PCI).

STEMI was diagnosed based on the criteria recommended by the American College of Cardiology and European Society of Cardiology (ACC/ESC) guidelines(15) and Non-STEMI was identified according to updated guidelines(16). LMCA disease was defined as angiographic narrowing of >50%.

We excluded those with infectious or inflammatory disease, autoimmune disease, chronic kidney disease, severe liver disease, prior coronary bypass graft operation, neoplasm, or hematological disorders from our study.

The study was approved by the ethics committee of our institution. (Decision No: 2021/46; Date: 08.06.2021)

Clinical Data

We obtained the demographic data, (age, sex), history of diabetes mellitus (DM), hypertension (HT), heart failure, atrial fibrillation (AF), percutaneous coronary intervention (PCI), coronary artery bypass graft (CABG) operation history, hyperlipidemia (HL), chronic obstructive pulmonary disease (COPD), peripherical artery disease (PAD), prior cerebrovascular event, percutanand smoking status of the patients included in our study out of electronic medical records system (HBYS: Hospital information management system and archive files). Left ventricular ejection fraction (LVEF) data was taken from transthoracic echocardiography (TTE) records.

Patients were divided according to the reason for angiography: Stable angina pectoris, unstable angina pectoris, STEMI, and Non-STEMI. Killip class III and above were used to determine cardiogenic shock which had been previously described as having pulmonary edema or cardiac index of ≤2.0 L/(min/ m2) or systolic arterial pressure of ≤90 mmHg despite a high dose of inotropic medication administration. In all patients, the Killip class was determined during admission(17).

The results of the coronary angiographies were examined, and stent diameters and lengths, procedural techniques, and distal bifurcation lesions were noted. Two independent, experienced cardiologists evaluated the angiograms and calculated the anatomical-based SYNTAX score I (SS) (an angiographic lesion-based scoring system originally invented to evaluate the complexity of CAD) by using coronary arteries with luminal stenosis of ≥50% and a diameter of ≥1.5 mm. Coronary arteries were subdivided into 16 different parts, and each part had a predetermined corresponding weighing factor and determinant factors like calcification and lesion length which were evaluated and used when calculating the SS with the latest online version (https://syntaxscore2020.com/)(18).

Laboratory Data

The patients’ venous blood tests, taken 24 hours before angiography were examined. Creatinine, high-sensitivity Creactive protein (hs-CRP), and lipid profiles were determined by standard methods. Hemoglobin, total leukocyte counts, and subtypes (including neutrophils, lymphocytes, and monocytes) were obtained using an automated blood cell counter. The NLR was calculated as the ratio of neutrophils to lymphocytes in the same peripheral blood sample.

Hospital Stay and Follow-Up After Discharge

We examined the medical health records of outpatients who visited the hospital for follow-up in the last six months. The consultations were carried out by phone with patients who did not come to the hospital in the last six months.

Post-discharge medicines of the patients were recorded. The primary endpoint of our study is all-cause mortality. Inhospital and post-discharge mortality data were obtained from the hospital medical record system and national health records.

Statistical Analysis

Statistical analysis was performed using the IBM SPSS statistics software (IBM Corp., Armonk, NY, USA). The data were expressed as n (%) for categorical variables. The Pearson Chi-square and Fisher’s exact tests were performed for categorical variables. After normal distribution was analyzed with the Kolmogorov-Smirnov test, the data were expressed as median (minimum and maximum values) for variables without a normal distribution and mean ± SD for variables with normal distribution. The student’s t-test was used for comparing quantitative variables with normal distribution, and the MannWhitney U test was applied to compare quantitative variables without normal distribution. Univariate and multivariate logistic regression analyses were used to determine the independent predictors of mortality. Receiver-operating characteristic (ROC) curve analysis was conducted to determine the optimal NLR value to indicate mortality in terms of both sensitivity and specificity. The Kaplan-Meier method was performed to calculate the survival curve using the NLR, and the log-rank test was used for statistical assessment. A p-value of <0.005 was considered statistically significant.

Results

The study included a total of 71 patients who underwent unprotected LMCA stenting. The mean follow-up period of all patients was 26.0 ± 24.8 months. Patients were divided into two groups according to mortality: survivors and non-survivors. Table 1 shows the baseline characteristics and the comparison of clinical and laboratory data. The non-survivor group had a higher NLR than the survivor group [3.23 (2.31-4.01) vs. 5.82 (2.92-14.99), p= 0.026] (Figure 1). The rate of peri-procedural cardiogenic shock (Killip class≥ III) was higher in the non-survivor group than in the survivor group [2 (3.6%) vs. 5 (33.3%) p= 0.004]. SS was found to be higher in the non-survivor group compared to the survivor group (20.3 ± 10.7 vs. 27.4 ± 10.8 p= 0.025). Proximal optimization technique (POT) was found to be performed more frequently in the survivor group than in the non-survivor group [48 (85.7%) vs. 9 (60.0%) p= 0.037].

The follow-up period was longer in the survivor group than in the non-survivor group (32.0 ± 24.0 months vs. 3.0 ± 6.0 months p< 0.001). In the non-survivor group of our study, the mortality rate was 80% within the first month. Regarding outcomes other than death, recurrent revascularization rate was 16.9% [Recurrent PCI= 8 patients (11.3%) and CABG= 4 patients (5.6%)], myocardial infarction rate was 5.6% (4 patients), and stroke rate was 2.8% (2 patients).

Angiotensin-converting enzyme inhibitors [ACEIs 42 (76.4%) vs. 6 (40.0%) p= 0.010] and statins [51 (92.7%) vs. 7 (46.7%) p= < 0.001] used in the treatment of patients were administered at a higher rate in the survivor group than in the non-survivor group. No difference was found between the two groups regarding the use of other drugs.

We performed a ROC curve analysis to determine the optimal NLR cut-off value to indicate mortality (Figure 2). The highest combined sensitivity (57.1%) and specificity (90.9%) values crossed the curve at 5.24. The area under the curve was 0.694 (95% CI= 0.501-0.886; p= 0.026) (Figure 2). The entire study group was divided into two groups: low NLR (<5.24, n= 57) and high NLR (>5.24, n= 14). All-cause mortality was found to be higher in the high NLR group [6 (10.5) vs. 9 (64.3) <0.001].

The Low NLR group had a longer follow-up period than the high NLR group (30.0 ± 26.0 months vs. 11.0 ± 13.0 months p= 0.008), and the high NLR group was comprised of more females than males [11 (19.3% ) vs. 7 (50.0%) p= 0.025]. No differences were found between the groups in terms of the reason for hospitalization and characteristics of percutaneous procedure. Table 1 shows a comparison of patient characteristics, the reason for coronary angiography, and characteristics of percutaneous procedure.


Kaplan-Meier survival analysis indicated that patients with high NLR had a significantly decreased long-term survival rate (Log-rank= p< 0.001) (Figure 3). The multivariate logistic regression analysis revealed that NLR (OR= 1.695; 95% CI= 1.124-2.556; p= 0.012) and cardiogenic shock (Killip class≥ III) (OR= 12.063; 95% CI= 1.217-119.579; p= 0.033) were independent predictors of mortality (Table 2).


Discussion

In the present study, a significantly higher NLR value was observed in the non-survivor group than in the survivor group after the evaluation of the patients who underwent unprotected LMCA stenting. The cut-off value of NLR was 5.24 for mortality. The prevalence of all-cause mortality among patients who underwent unprotected LMCA stenting was greater in the high NLR group (>5.24), and the NLR was reported to be the independent predictor for mortality.

Significant LMCA disease is found in 4-6% of all patients who undergo coronary angiography(19). Multi-vessel disease accompanies about 70% of these conditions(20,21). Patients with significant LMCA disease are symptomatic and at high risk of CV events. The three-year survival rate is as low as 37 percent without revascularization(22). CABG surgery is still the first treatment option in patients with LMCA disease according to the recommendations of the current guidelines, in addition, PCI is initially preferred in hemodynamically unstable acute coronary syndrome (ACS) patients and patients who are not fit for operation. In LMCA disease, at least 75% of the left ventricle is at risk so long as it is not under protection (with left anterior descending, circumflex, or patent bypass graft)(22). Therefore, long-term prognosis and the predictors of prognosis are also as critical as revascularization strategy.

NLR is a proven systemic inflammatory biomarker. Many factors affect the onset and progression of atherosclerosis. Inflammation plays an immense role in this process(23,24). Studies reported a strong correlation between high NLR levels and increased mortality and morbidity in a wide spectrum of CVDs including ACS(25-27). Lymphocytopenia occurs due to increased lymphocyte apoptosis during the chronic inflammatory process and neutrophil production increases in the bone marrow. Elevated neutrophil count causes destructive inflammatory response(3,22). Studies revealed a strong correlation between NLR and severity of CAD(28), percutaneous coronary intervention-related CV events(29,30), and complications after CABG surgery(31). Furthermore, clinical studies reported that high NLR levels increased adverse CV and mortality outcomes in stable and unstable CAD(31-33). However, there is no available data in the literature on the prognostic value in patients who underwent LMCA stenting.

NLR has proven prognostic value in PCI-related CV events(26,29,30,34). In their study, Kahraman et al.(35), showed the prognostic value of the severity of CAD for mortality, MI, and stroke in patients with unprotected LMCA stenting. Kaya et al.(25), found a significant relationship between NLR and the severity and complexity of CAD. After the calculation of CAD severity by SS, higher sensitivity and specificity values were revealed when the NLR value was >2.7. In addition, Şahin et al.(36), found a significant correlation between NLR and CAD severity estimated by SS in STEMI patients. In the present study, NLR and SS were found to be significantly higher in the non-survivor group when compared to the survivor group in patients who underwent LMCA stenting. Also, no difference was found between the survivor and non-survivor groups in terms of clinical presentations, yet the incidence of cardiogenic shock was significantly higher in the non-survivor group than in the survivor group. Syntax score did not reach statistical significance in either high or low NLR groups, and cardiogenic shock and NLR were estimated to be the independent predictors of mortality. According to a study by Wada et al.(12), high NLR was related to multi-vessel disease and main coronary artery lesion but was not related to vessel lumen diameter, stent size, or proportion of left artery descending (LAD) culprit. In our study, NLR was not found to be related to the length and diameter of the LMCA stent, kissing balloon, and POT. Among these techniques, only POT was found to be performed more frequently in the survivor group.

Although NLR is obtained by using a simple blood test, there is still no consensus about its cut-off value. In various studies, cut-off values for in-hospital mortality after PCI were found to be 5.44 and 5.9 in STEMI patients(26,37). The cutoff value for short-term mortality was >5.25 in patients with PAD(38). Gürbüz et al.(39) reported an optimal cut-off value of 4.32 in predicting major adverse cardiac and cerebrovascular events (MACCE) for isolated CABG. In a study by Xu et al.(14), an optimal cut-off NLR value of >3.39 was accepted as an independent predictor of LMCA disease and three-vessel disease in patients with AMI after PCI. In our study, the cut-off value was found to be 5.24 for all-cause mortality after LMCA disease stenting. High NLR (>5.24) was found to be associated with all-cause mortality independent of demographic data, clinical presentation, and procedural techniques.

NLR is the combination of two independent inflammatory biomarkers. Former studies found a relationship between both neutrophilia and lymphocytopenia and the risk of independently and strongly elevated complications and mortality in postMI patients(40-46). In our study, no significant difference was found between the survivor and non-survivor groups in terms of hemoglobin, platelet, and lymphocyte subtypes. Also, studies reported a strong correlation between high NLR and other inflammatory markers such as hs-CRP(30). However, in a study by Wada et al.(12), a weak correlation was found between hsCRP and NLR. In our study, no relationship was found between high NLR and hs-CRP. This may be due to the variety of clinical presentations in the study population.

Limitations

The limitations of our study are its single-center retrospective design and small sample size. Due to these limitations, the cardiac or non-cardiac causes of death were not clearly evaluated. NLR was not compared to any other inflammatory marker (fibrinogen or myeloperoxidase) except hs-CRP.

Conclusion

A periprocedural NLR level greater than 5.24 is an independent predictor of all-cause mortality in patients who underwent unprotected LMCA stenting. As far as we know, our study is the first study in the literature investigating the prognostic value of NLR in patients with unprotected LMCA disease.

Ethics Committee Approval

The approval for this study was obtained from İstanbul Mehmet Akif Ersoy Thoracic and Cardiovascular Surgery Training and Research Hospital Clinical Research Ethics Committee (Decision no: 2021/46, Date: 08.06.2021).

Peer Review

Externally peer-reviewed.

Author Contributions

Concept/Design - KM, SK, MY; Analysis/Interpretation - SK, KM; Data Collection - BC, AA, GD; Writing - KM, SK, SK; Critical Revision - SK, HS, MY; Final Approval - SK, KM; Overall Responsibility - KM, SK, MY.

Conflict of Interest

The authors declared that there was no conflict of interest during the preparation and publication of this article.

Financial Disclosure

The authors declared that this study has received no financial support.

References

  1. Katsiari CG, Bogdanos DP, Sakkas L. Inflammation and cardiovascular disease. World J Transl Med 2019;8(1):1-8. [Crossref]
  2. Nunez J, Sanchis J, Bodí V, Núñez E, Mainar L, Heatta AM, et al. Relationship between low lymphocyte count and major cardiac events in patients with acute chest pain, a non-diagnostic electrocardiogram and normal troponin levels. ASVD 2009;206:251-7. [Crossref]
  3. Zouridakis EG, Garcia-Moll X, Kaski JC. Usefulness of the blood lymphocyte count in predicting recurrent instability and death in patients with unstable angina pectoris. Am J Cardiol 2000;86:449-51. [Crossref]
  4. Benites-Zapata VA, Hernandez AV, Nagarajan V, Cauthen CA, Starling RC, Wilson Tang VH. Usefulness of neutrophil-to-lymphocyte ratio in risk stratification of patients with advanced heart failure. Am J Cardiol 2015;115:57-61. [Crossref]
  5. Bowen RC, Little NAB, Harmer JR, Ma J, Mirabelli LG, Roller KD, et al. Neutrophil-to-lymphocyte ratio as prognostic indicator in gastrointestinal cancers: a systematic review and meta-analysis. Oncotarget 2017;8:32171-89. [Crossref]
  6. Ethier JL, Desautels D, Templeton A, Shah PS, Amir E. Prognostic role of neutrophil-to-lymphocyte ratio in breast cancer: a systematic review and meta-analysis, Breast Cancer Res 2017;19:2. [Crossref]
  7. Salciccioli JD, Marshall DC, Pimentel MA, Santos MD, Pollard T, Celi LA, et al. The association between the neutrophil-to-lymphocyte ratio and mortality in critical illness: an observational cohort study. Crit Care 2015;19(1):13. [Crossref]
  8. Boudriot E, Thiele H, Walther T, Liebetrau C, Boeckstegers P, Pohl T, et al. Randomized comparison of percutaneous coronary intervention with sirolimus-eluting stents versus coronary artery bypass grafting in unprotected left main artery stenosis. J Am Coll Cardiol 2011;57:538-45. [Crossref]
  9. Levine GN, Bates ER, Blankenship JC, Bailey SR, Bittl JA, Cercek B, et al. 2011 ACCF/AHA/SCAI guideline for percutaneous coronary intervention: executive summary: a report of the American College of Cardiology Foundation/American Heart Association Task Force on practice guidelines and the society for cardiovascular angiography and interventions. Catheter Cardiovasc Interv 2012;79:453-95. [Crossref]
  10. Sianos G, Morel MA, Kappetein AP, Morice MC, Colombo A, Dawkins K, et al. The SYNTAX Score: an angiographic tool grading the complexity of coronary artery disease. Euro-Intervention 2005;1:219-27.
  11. Li X, Ji Y, Kang J, Fang N. Association between blood neutrophil-tolymphocyte ratio and severity of coronary artery disease: evidence from 17 observational studies involving 7017 cases. Medicine (Baltimore) 2018;97:e12432. [Crossref]
  12. Wada H, Dohi T, Miyauchi K., Shitara J., Endo H, Doi S. 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. [Crossref]
  13. Akpek M, Kaya MG, Lam YY, Sahin O, Elcik D, Celik T, et al. Relation of neutrophil/lymphocyte ratio to coronary flow to in hospital major adverse cardiac events in patients with ST-elevated myocardial infarction undergoing primary coronary intervention. Am J Cardiol 2012;110:621-7. [Crossref]
  14. Xu N, Tang X, Yao Y, Zhao X, Chen J, Gao Z, et al. Predictive value of neutrophil to lymphocyte ratio in long-term outcomes of left main and/or three-vessel disease in patients with acute myocardial infarction. Catheter Cardiovasc Interv 2018;91:551-7. [Crossref]
  15. Ibañez B, James S, Agewall S, Antunes MJ, Ducci CB, Bueno H, et al. 2017 ESC Guidelines for the management of acute myocardial infarction in patients presenting with ST segment elevation. Eur Heart J 2018;39:119-77. [Crossref]
  16. Collet JP, Thiele H, Barbato E, Barthélémy O, Bauersachs J, Bhatt DL, et al. 2020 ESC guidelines for the management of acute coronary syndromes in patients presenting without persistent ST-segment elevation. Eur Heart J 2021;42(14):1289-367. [Crossref]
  17. Killip T III, Kimball JT. Treatment of myocardial infarction in a coronary care unit. A two year experience with 250 patients. Am J Cardiol 1967;20:457-64. [Crossref]
  18. Sianos G, Morel MA, Kappetein AP, Morice MC, Colombo A, Dawkins K, et al. The syntax score: an angiographic tool grading the complexity of coronary artery disease. Euro Intervention 2005;1(2):219-27.
  19. Ragosta M, Dee S, Sarembock IJ, Lipson LC, Gimple LW, Powers ER. Prevalence of unfavorable angiographic characteristics for percutaneous intervention in patients with unprotected left main coronary artery disease. Catheter Cardiovasc Interv 2006;68:357. [Crossref]
  20. Taggart DP, Kaul S, Boden WE, Ferguson Jr TB, Guyton RA, Mack MJ, et al. Revascularization for unprotected left main stem coronary artery stenosis stenting or surgery. J Am Coll Cardiol 2008;51:885. [Crossref]
  21. Serruys PW, Morice MC, Kappetein AP, Colombo A, Holmes DR, Mack MJ, et al. Percutaneous coronary intervention versus coronaryartery bypass grafting for severe coronary artery disease. N Engl J Med 2009;360:961. [Crossref]
  22. Conley MJ, Ely RL, Kisslo J, Lee KL, McNeer JF, Rosati RA. The prognostic spectrum of left main stenosis. Circulation 1978;57:947. [Crossref]
  23. Kaya H, Ertaş F, İslamoğlu Y, Kaya Z, Atılgan ZA, Cil H, et al. Association between neutrophil to lymphocyte ratio and severity of coronary artery disease. Clin Appl Thromb Hemost 2014;20:50-4. [Crossref]
  24. Sönmez O, Ertaş G, Bacaksız A, Taşal A, Erdoğan E, Asoğlu E, et al. Relation of neutrophil-to-lymphocyte ratio with the presence and complexity of coronary artery disease: an observational study. Anatol J Cardiol 2013;13:662-7. [Crossref]
  25. Kaya A, Kurt M, Tanboğa IH, Işık T, Günaydın ZY, Kaya Y, et al. Relation of neutrophil to lymphocyte ratio with the presence and severity of stable coronary artery disease. Clin Appl Thromb Hemost 2014;20:473-7. [Crossref]
  26. Park JJ, Jang HJ, Oh IY, Yoon CH, Suh JW, Cho YS, et al. Prognostic value of neutrophil to lymphocyte ratio inpatients presenting with ST-elevation myocardial infarction undergoing primary percutaneous coronary intervention. Am J Cardiol 2013;111:636-42. [Crossref]
  27. Arbel Y, Shacham Y, Ziv Baran T, Laufer Perl M, Finkelstein A, Halkin A, et al. Higher neutrophil/lymphocyte ratio is related to lower ejection fraction and higher long-termall-cause mortality in ST-elevation myocardial infarction patients. Can J Cardiol 2014;30:1177-82. [Crossref]
  28. Kurtul A, Murat SN, Yarlioglues M, Duran M, Celik IE, Kilic A, et al. Increased neutrophil-to-lymphocyte ratio predicts persistent coronary noflow after wire insertion in patients with ST-elevation myocardial infarction undergoing primary percutaneous coronary intervention. Clinics (Sao Paulo) 2015;70:34-40. [Crossref]
  29. Bressi E, Mangiacapra F, Ricottini E, Cavallari I, Colaiori I, Di Gioia G, et al. Impact of neutrophil-to-lymphocyte ratio and platelet-to-lymphocyte ratio on 5-year clinical outcomes of patients with stable coronary artery disease undergoing elective percutaneous coronary intervention. J Cardiovasc Transl Res 2018;11(6):517-23. [Crossref]
  30. Sen N, Afsar B, Ozcan F, Buyukkaya E, Isleyen A, Akcay AB, et al. The neutrophil to lymphocyte ratio was associated with impaired myocardial perfusion and long-term adverse outcome in patients with ST-elevated myocardial infarction undergoing primary coronary intervention. Atherosclerosis 2013;228(1):203-10. [Crossref]
  31. Parlar H, Şaşkın H. Are pre and postoperative platelet to lymphocyte ratio and neutrophil to lymphocyte ratio associated with early postoperative AKI following CABG? Braz J Cardiovasc Surg 2018;33(3):233-41. [Crossref]
  32. Papa A, Emdin M, Passino C, Michelassi C, Battaglia D, Cocci F. Predictive value of elevated neutrophil lymphocyte ratio on cardiac mortality in patients with stable coronary artery disease. Clin Chim Acta 2008;395:27- 31. [Crossref]
  33. Tamhane UU, Aneja S, Montgomery D, Rogers EK, Eagle KA, Gurm HS. Association between admission neutrophil to lymphocyte ratio and outcomes in patients with acute coronary syndrome. Am J Cardiol 2008;102:653-7. [Crossref]
  34. Kaya MG, Akpek M, Lam YY, Yarlioglues M, Celik T, Gunebakmaz O, et al. Prognostic value of neutrophil/lymphocyte ratio in patients with ST-elevated myocardial infarction undergoing primary coronary intervention: a prospective, multicenter study. Int J Cardiol 2013;168(2):1154-9. [Crossref]
  35. Kahraman S, Zencirkiran Agus H, Demirci G, Can C, Demir AR, Güner A, et al. The impact of coronary artery disease severity on long term outcomes in unprotected left main coronary artery revascularization. Turk Kardiyol Dern Ars 2021;49:8-21. [Crossref]
  36. Sahin DY, Gür M, Elbasan Z, Özdoğru I, Uysal OK, Kivrak A, et al. Mean platelet volume and extent and complexity of coronary artery disease in diabetic and nondiabetic patients with ST elevation myocardial infarction. Angiology, 2013;64:505-11. [Crossref]
  37. Pan W, Zhao D, Zhang C, Li W, Yu J, Wang S, et al. Application of neutrophil/lymphocyte ratio in predicting coronary blood flow and mortality in patients with ST-elevation myocardial infarction undergoing percutaneous coronary intervention. J Cardiol 2015;66:9-14. [Crossref]
  38. Spark JI, Sarveswaran J, Blest N, Charalabidis P, Asthana S. An elevated neutrophil-lymphocyte ratio independently predicts mortality in chronic critical limb ischemia. J Vasc Surg 2010;52:632-6. [Crossref]
  39. Gurbuz O, Kumtepe G, Ozkan H, Karal IH, Velioglu Y, Ercan A, et al. Predictive value of neutrophil-lymphocyte ratio for long-term cardiovascular event following coronary artery bypass grafting. Braz J Cardiovasc Surg 2020;35(3):274-84. [Crossref]
  40. Karakas MS, Korucuk N, Tosun V, Altekin RE, Koc F, Ozbek SC, et al. Red cell distribution width andneutrophil-to-lymphocyte ratio predict left ventriculardysfunction in acute anterior ST-segment elevationmyocardial infarction. J Saudi Heart Assoc 2016;28:152-8. [Crossref]
  41. Erkol A, Oduncu V, Turan B, Kiliçgedik A, Karabay CY, Akgün T, et al. Neutrophil to lymphocyte ratio in acute ST-segment elevation myocardial infarction. Am J Med Sci 2014;348:37-42. [Crossref]
  42. Arruda-Olson AM, Reeder GS, Bell MR, Weston SA, Roger VL. Neutrophilia predicts death and heart failure aftermyocardial infarction: a community-based study. Circ Cardiovasc Qual Outcomes 2009;2:656-62. [Crossref]
  43. Ertem AG, Ozcelik F, Kasapkara HA, Koseoglu C, Bastug S, Ayhan H et al. Neutrophil lymphocyte ratio as a predictor of left ventricular apical thrombus in patients with myocardial infarction. Korean Circ J 2016;46:768-73. [Crossref]
  44. Gul U, Kayani AM, Munir R, Hussain S. Neutrophil lymphocyte ratio: a prognostic marker in acute ST elevation myocardial infarction. J Coll Phys Surg Pakistan 2017;27:4-7.
  45. Ghaffari S, Nadiri M, Pourafkari L, Sepehrvand N, Movasagpoor A, Rahmatvand N, et al. The predictive valueof total neutrophil count and neutrophil/lymphocyte ratio in predicting in-hospital mortality and complications after STEMI. J Cardiovasc Thorac Res 2014;6:35-4. [Crossref]
  46. Gazi E, Bayram B, Gazi S, Temiz A, Kirilmaz B, Altun B, et al. Prognostic value of the neutrophil-lymphocyte ratio inpatients with ST-elevated acute myocardial infarction. Clin Appl Thromb Hemost 2015;21:155-9. [Crossref]

Figure and Tables