Is Neutrophil-to-Lymphocyte Ratio a Predictor of Coronary Artery Disease in Western Indians?

Sharma, Kamal; Patel, Alap K.; Shah, Komal H.; Konat, Ashwati

doi:https://doi.org/10.1155/2017/4136126

International Journal of Inflammation

On this page

Abstract Introduction Materials Results Discussion Conclusion Conflicts of Interest References Copyright Related Articles

Research Article | Open Access

Volume 2017 | Article ID 4136126 | https://doi.org/10.1155/2017/4136126

Is Neutrophil-to-Lymphocyte Ratio a Predictor of Coronary Artery Disease in Western Indians?

Kamal Sharma,¹Alap K. Patel,¹Komal H. Shah,²and Ashwati Konat²

Academic Editor: Marla R. Wolfson

Received28 Jan 2017

Revised20 May 2017

Accepted22 Jun 2017

Published24 Jul 2017

Abstract

Introduction. The current study was designed to evaluate the association of neutrophil-to-lymphocyte ratio (NLR) with coronary artery disease (CAD) presence. We also aimed to propose a suitable cut-off of NLR for diagnosis of CAD in Western Indians. Methods. Total 324 patients undergoing coronary angiography were enrolled and were subdivided into two groups: group 1 (; population without CAD) and group 2 (; population with CAD). Results. The results indicated significant () positive association between elevated levels of WBC, neutrophil, monocyte, NLR, hs-CRP, CPK-MB, and troponin I and disease presence. According to subgroup analysis, the association was more profound in male and older population. Among all the markers NLR showed the strongest predictive potential for CAD with highest odds ratio (1.495; 95% CI: 0.942–2.371; ). Optimum cut-off of NLR for diagnosis of CAD was 2.13 (AUC-0.823; ; sensitivity: 83.64%; specificity: 63.46%). Association of NLR with other biochemical markers such as hs-CRP, CPK-MB, and troponin I was also observed in quartile analysis. Conclusion. NLR is a simple indicator that could be effectively used for the diagnosis of CAD with a cut-off of 2.13 in Western Indian population.

1. Introduction

The relationship between various inflammatory markers and coronary artery disease (CAD) has been established long ago [1]. Among them, white blood cell (WBC) subtypes have immerged as a community of inflammatory markers playing a crucial role in the pathogenesis of atherogenesis and atherothrombosis [2]. Neutrophil-to-lymphocyte ratio (NLR)—a new addition to the long list of markers—is an inexpensive, easy to obtain, widely available marker of inflammation, which can aid in the risk stratification of patients with various cardiovascular diseases in addition to the traditionally used markers. Ample research databases from Indian subcontinents have supported a potential of NLR as a prognostic and diagnostic index of coronary artery disease (CAD) and disease associated mortality [3–5]. An elevated NLR, irrespective of other biomarker levels, independently indicates an increased long term risk of mortality not only in patients with stable CAD but also in acute coronary syndrome (ACS) patients [6, 7].

These studies substantiate the negative impact of elevated NLR, and hence effort had been made to propose a suitable cut-off of it with effective clinical usage in various patient population. However the reference values for NLR vary with age and ethnicity. Misumida et al. in 2015 had also demonstrated an independent association between race and NLR in patients with NSTEMI, suggesting that a tailored cut-off value according to race would provide more precise prognostic information. These variations need to be considered while using NLR for predictive and prognostic purposes and before proposing a diagnostic cut-off in particular race. While some studies categorized their patients according to NLR intervals (e.g., tertiles, quartiles, and quintiles) [8–10], other studies used definite NLR cut-off points (e.g., NLR ≥ 2.5, NLR ≥ 2.7, NLR ≥ 3, NLR ≥ 4), and others used NLR ≥ 5 [11–16]. In fact, studies report different timing for the collection of blood used to calculate NLR; some collect the blood sample on admission [7], and others use preoperative NLR [17], maximum NLR during hospitalization [18], or average NLR of three readings during hospitalization [19].

Herewith we aim to investigate the association of NLR with CAD and establish it as a useful diagnostic and prognostic tool for CAD in Western Indians. We also seek to propose a suitable cut-off of NLR with effective clinical usage in this population.

2. Materials and Method

2.1. Study Population

This prospective study was conducted at U. N. Mehta Institute of Cardiology and Research Centre and was approved by institutional ethics committee. Total 324 individuals of both genders were enrolled from March 2014 to January 2016. The patients admitted for coronary angiography (CAG), hospitalized with first-time chest pain, having myocardial infarction, and with ECG showing changes and patients admitted in emergency were included in this study. Exclusion criteria of the study were as follows: patients taking any lipid lowering drug (statin), recent major surgery, and rheumatic heart disease. All patients were evaluated by taking detailed history and physical examination. The variables included in the study were age, sex, hypertension (HTN), diabetes mellitus (DM), smoking, cardiac biomarkers (troponin I, CK-MB), hs-CRP and white blood cell (WBC) count, differential count, mean platelet volume (MPV), red cell distribution width (RDW), and erythrocyte sedimentation rate (ESR). Hypertension was defined as the active use of antihypertensive drugs or documentation of blood pressure more than 140/90 mmHg, and diabetes mellitus was defined as fasting plasma glucose (FPG) levels over 126 mg/dl or random plasma glucose level over 200 mg/dl or active use of antidiabetic treatment. Smoking was defined as current smoking status of an individual. Complete blood count and biochemical values were evaluated from blood samples obtained by antecubital vein puncture. The study population was divided into two groups based on angiographic findings: group 1 (; population without CAD – no/nonsignificant CAD) and group 2 (; population with CAD - stenosis >70%).

2.2. Biochemical Estimations

Blood samples for laboratory assessment were collected upon first point of patient contact to refrain from bias. Total leucocyte count and its subtypes including neutrophil and lymphocyte platelet count and MPV and RDW were analysed using an automated blood cell counter, CELLDYN Ruby (Abott). Troponin I, CPK-MB, and hs-CRP were analysed using counter ARCHITECT PLUS (ci 4100) (Abott). Erythrocytes sedimentation rate was assessed using E-VACC disposable ESR pipettes (matrix) at 1 hr. Troponin I, CPK-MB, hs-CRP, CBC, and ESR were assessed from the same sample.

2.3. Statistical Analysis

All statistical studies were carried out using SPSS program version 20. Neutrophil-to-lymphocyte ratio (NLR), WBC-to-platelet ratio (WBCPR), and platelet-to-lymphocyte ratio (PLR) were automatically calculated by loading all the data to the statistical program used. Quantitative variables were expressed as the mean ± standard deviation and qualitative variables were expressed as percentage (%). Univariate statistics between two groups were calculated using the -test or Mann–Whitney test whichever is applicable. Categorical variables were compared using the chi-square test. A correlation between the variables was determined by using Pearson’s correlation test. Strength of an association of the markers with disease presence was assessed using logistic regression for the parameters showing association with disease presence on univariate analysis (). Receiver operating characteristics (ROC) curves were constructed and the most discriminating cut-off values were determined to assess the predictive value of the NLR. Distribution of NLR values in the quartile ranges of established cardiac biomarkers were also calculated. A level of significance was accepted as a two-tailed value < 0.05.

3. Results

The comparative baseline details of all the biochemical parameters between the two groups are presented in Table 1. Elevated levels of WBC count and neutrophil and monocyte count were observed in group 2 patients as compared to group 1 population. Significantly () low level of NLR was found in group 1 () in contrast to group 2 (5.6 ± 4.5). Patients with significant CAD had higher RDW () as compared to patients without CAD (12.4 ± 2). Raised hs-CRP ( versus ), CPK-MB ( versus ), and troponin I ( versus ) levels were also found in group 2 patients as compared to group 1 subjects. The relationship between CAD and biochemical markers according to age and gender are presented in Tables 2 and 3. NLR showed a significant association with CAD in male and comparatively older (>40 years) population. Nonsignificantly ( = 0.333) high mean NLR value was found in patients with ejection fraction (EF) of <50% (5.55 ± 5.04) as compared to patients with EF of ≥50% (4.75 ± 3.19) in CAD positive group.

Figure 1 shows correlation analysis of various markers with disease presence. Strong positive correlation was observed between increasing values of WBC, neutrophil, monocyte, NLR, and troponin I and CAD occurrence. The strength of association of the markers with CAD was assessed using regression analysis and is presented in Table 4. Among all the studied variables NLR was found to be the strongest predictor of CAD showing an odds ratio of 1.495 (95% CI: 0.942–2.371; ). Following this the diagnostic potency of the significantly associated markers were investigated using ROC analysis (Table 5). As indicated NLR exhibited highest area under curve (AUC-0.823; ; 95% CI; 0.712–0.931), closely followed by neutrophil count (AUC-0.821; ; 95% CI; 0.714–0.932) and troponin I (AUC-0.820; ; 95% CI; 0.716–0.935). Based on ROC a suitable cut-off of NLR was found to be 2.13 showing sensitivity and specificity of 83.64% and 63.46%, respectively (Table 6). According to quartile analysis, as indicated in Table 7 with increasing quartile of ACS markers there is an increase in NLR mean value. The association between NLR and left ventricle ejection fraction (LVEF) was assessed using Pearson’s correlation analysis in CAD patients and results showed that there is no significant correlation between both parameters (coefficient of correlation: −0.086; ).

4. Discussion

To our knowledge, this study is the first to propose clinically most relevant cut-off of NLR with considerably high sensitivity and specificity of CAD in Western Indians. We herewith demonstrate that patients with abnormal CAG had significantly higher NLR compared to patients with normal CAG.

The NLR test, which can be derived from the WBC count, is a common, cheap, and reproducible test worldwide. Previous studies have shown that NLR is associated with poor clinical outcomes in various cardiovascular diseases [8, 20–22]. Through entire spectrum of CAD and its associated diseases, the role of NLR has been extensively studied in order to provide a cheap and easily accessible for screening of population at risk. Following global trend, from India too various studies have proposed NLR cut-off for diagnosis of CAD. Fernando et al. (2015) had studied the relation of NLR with CAD in diabetic population and found ≥ 2.26 as the best suitable cut-off to identify the presence of CAD in diabetic patients [4]. Among immune-inflammatory markers in non-ST-elevation acute coronary syndrome and stable angina patients also, neutrophil counts and NLR were significantly correlated with noncalcified plaques, suggesting the potency of these easily measured biomarkers in reflecting the burden of vulnerable plaques in CAD. Numerous imaging modalities such as invasive coronary angiography and calcium scoring by multidetector CT have also confirmed the role of NLR in the presence, severity, and progression of coronary atherosclerosis [23, 24]. Parallel to us Sari et al. (2015) have also reported that from all other systemic inflammatory markers only NLR is the predictor of CAD showing a strong odds ratio (1.576, confidence interval: 1.198–2.072, = 0.001) [25]. Even in geriatric population too, the patients with CAD had higher NLR, where the cut-off of 1.96 was reported with 66.5% of sensitivity and 48.8% of specificity (AUC = 0.575) [26]. In addition, higher NLR has also been associated with increased cardiac mortality in clinically stable patients with CAD compared with total WBCs count [27]. In patients with chronic coronary total occlusion (CTO), the NLR was significantly higher showing a positive correlation with SYNTAX score. The cut-off identify for CTO disease by NLR was 2.09 with a sensitivity and specificity of 61% and 69.3%, respectively. Similarly in this study NLR was found to be the strongest predictor of CAD with highest odds ratio; however we are able to achieve greater degree of sensitivity and specificity as compared to previous reported studies. The improvement in sensitivity could be obtained by lowering the cut-off; however in that case we were compromising on specificity and hence the current cut-off of 2.13 was found to be most suitable for Western Indians.

The main role of neutrophilia in CAD may be explained by secretion of various inflammatory mediators such as elastase, myeloperoxidase, and oxygen free radicals which causes tissue damage. The probable cause of lymphopenia include decreased production as a result of increased steroid level due to CAD induced stress and increased apoptosis triggered by increased inflammation thereby resulting in elevated NLR in CAD (+) group [2, 28]. Increased number of neutrophils and decreased lymphocytes are risk indicators for future cardiovascular events. Therefore, elevated NLR integrates the predictive risk of the two leukocyte subtypes into a single risk factor. As the biomarkers used in this study predicted cardiac myocyte damage, the possibility of their association with LVEF was also evaluated in order to differentiate between heart failure patients with preserved EF and heart failure patients with depressed EF. In concordance with other studies where higher NLR values were associated with lower EF [29], in our population also patients with low EF had elevated mean NLR value as compared to their counterparts, though in our case the difference could not reach a statistically significant level. Moreover the lack of association was also observed between overall EF and that of NLR values. This finding could be justified by the fact that greater number of the patients (≈60%) had compromised LVEF and hence more systematic randomized study is needed to evaluate association of LVEF with NLR in Indian CAD patients.

Diagnosis of CAD is principally based on CAG and other cardiovascular imaging modalities; however these tools are expensive and time consuming with potential unwanted effects such as exposure to radiation. Therefore, NLR, which is cheap and easily obtainable, could be used as an initial filter criterion, especially in small centres to determine the need for further imaging modalities in the assessment of CAD.

5. Conclusion

Keeping in mind the early acting immunological nature of neutrophils and lymphocytes and their presence in the blood circulation, we recommend the use of NLR as a biomarker of CAD because of their simple, easily measurable, and inexpensive method. Along with previous international recommendations, our study supports the use of NLR as a cost-effective biomarker to predict the future cardiovascular risk.

Conflicts of Interest

The authors declared no potential conflicts of interest with respect to the research, authorship, and/or publication of this article.

References

A. H. Ateş, U. Canpolat, H. Yorgun et al., “Total white blood cell count is associated with the presence, severity and extent of coronary atherosclerosis detected by dual-source multislice computed tomographic coronary angiography,” Cardiology Journal, vol. 18, no. 4, pp. 371–377, 2011.
View at: Google Scholar
B. D. Horne, J. L. Anderson, J. M. John et al., “Which white blood cell subtypes predict increased cardiovascular risk?” Journal of the American College of Cardiology, vol. 45, no. 10, pp. 1638–1643, 2005.
View at: Publisher Site | Google Scholar
R. S. Allichandi and S. M. Khilari, “Association between neutrophil to lymphocyte ratio with presence and severity of coronary artery disease,” IOSR Journal of Dental and Medical Sciences, vol. 15, no. 6, pp. 11–13, 2016.
View at: Google Scholar
M. L. Fernando, S. Silambanan, and J. Malar, “Neutrophil to lymphocyte ratio as an indicator of presence of coronary artery disease in diabetic patients,” International Journal of Clinical Biochemistry and Research, vol. 2, no. 3, pp. 143–147, 2015.
View at: Google Scholar
J. H. Prajapati, S. Sahoo, T. Nikam, K. H. Shah, B. Maheriya, and M. Parmar, “Association of high density lipoprotein with platelet to lymphocyte and neutrophil to lymphocyte ratios in coronary artery disease patients,” Journal of Lipids, vol. 2014, Article ID 686791, 8 pages, 2014.
View at: Publisher Site | Google Scholar
A. Papa, M. Emdin, C. Passino, C. Michelassi, D. Battaglia, and F. Cocci, “Predictive value of elevated neutrophil-lymphocyte ratio on cardiac mortality in patients with stable coronary artery disease,” Clinica Chimica Acta, vol. 395, no. 1-2, pp. 27–31, 2008.
View at: Publisher Site | Google Scholar
J. Núñez, E. Núñez, V. Bodí et al., “Usefulness of the neutrophil to lymphocyte ratio in predicting long-term mortality in st segment elevation myocardial infarction,” American Journal of Cardiology, vol. 101, no. 6, pp. 747–752, 2008.
View at: Publisher Site | Google Scholar
S. Uthamalingam, E. A. Patvardhan, S. Subramanian et al., “Utility of the neutrophil to lymphocyte ratio in predicting long-term outcomes in acute decompensated heart failure,” The American Journal of Cardiology, vol. 107, no. 3, pp. 433–438, 2011.
View at: Publisher Site | Google Scholar
B. Azab, V. R. Bhatt, J. Phookan et al., “Usefulness of the neutrophil-to-lymphocyte ratio in predicting short- and long-term mortality in breast cancer patients,” Annals of Surgical Oncology, vol. 19, no. 1, pp. 217–224, 2012.
View at: Publisher Site | Google Scholar
T. Yamanaka, S. Matsumoto, S. Teramukai, R. Ishiwata, Y. Nagai, and M. Fukushima, “The baseline ratio of neutrophils to lymphocytes is associated with patient prognosis in advanced gastric cancer,” Oncology, vol. 73, no. 3-4, pp. 215–220, 2008.
View at: Publisher Site | Google Scholar
Y. Ohno, J. Nakashima, M. Ohori, T. Hatano, and M. Tachibana, “Pretreatment neutrophil-to-lymphocyte ratio as an independent predictor of recurrence in patients with nonmetastatic renal cell carcinoma,” Journal of Urology, vol. 184, no. 3, pp. 873–878, 2010.
View at: Publisher Site | Google Scholar
I. Bhatti, O. Peacock, G. Lloyd, M. Larvin, and R. I. Hall, “Preoperative hematologic markers as independent predictors of prognosis in resected pancreatic ductal adenocarcinoma: neutrophil-lymphocyte versus platelet-lymphocyte ratio,” The American Journal of Surgery, vol. 200, no. 2, pp. 197–203, 2010.
View at: Publisher Site | Google Scholar
P. Ding, X. An, R. Zhang et al., “Elevated preoperative neutrophil to lymphocyte ratio predicts risk of recurrence following curative resection for stage IIA colon cancer,” International Journal of Colorectal Disease, vol. 25, no. 12, pp. 1427–1433, 2010.
View at: Publisher Site | Google Scholar
Y. Kishi, S. Kopetz, Y. S. Chun, M. Palavecino, E. K. Abdalla, and J.-N. Vauthey, “Blood neutrophil-to-lymphocyte ratio predicts survival in patients with colorectal liver metastases treated with systemic chemotherapy,” Annals of Surgical Oncology, vol. 16, no. 3, pp. 614–622, 2009.
View at: Publisher Site | Google Scholar
K. J. Halazun, M. A. Hardy, and A. A. Rana, “Negative impact of neutrophil-lymphocyte ratio on outcome after liver transplantation for hepatocellular carcinoma,” Annals of Surgery, vol. 250, no. 1, pp. 141–151, 2009.
View at: Publisher Site | Google Scholar
M. Aliustaoglu, A. Bilici, M. Seker et al., “The association of pre-treatment peripheral blood markers with survival in patients with pancreatic cancer,” Hepato-Gastroenterology, vol. 57, no. 99-100, pp. 640–645, 2010.
View at: Google Scholar
U. U. Tamhane, S. Aneja, D. Montgomery, E.-K. Rogers, K. A. Eagle, and H. S. Gurm, “Association between admission neutrophil to lymphocyte ratio and outcomes in patients with acute coronary syndrome,” American Journal of Cardiology, vol. 102, no. 6, pp. 653–657, 2008.
View at: Publisher Site | Google Scholar
B. Azab, M. A. Shariff, R. Bachir, J. P. Nabagiez, and J. T. McGinn Jr., “Elevated preoperative neutrophil/lymphocyte ratio as a predictor of increased long-term survival in minimal invasive coronary artery bypass surgery compared to sternotomy,” Journal of Cardiothoracic Surgery, vol. 8, no. 193, pp. 1–11, 2013.
View at: Publisher Site | Google Scholar
B. Azab, M. Zaher, K. F. Weiserbs et al., “Usefulness of neutrophil to lymphocyte ratio in predicting short-and long-term mortality after NonST-elevation myocardial infarction,” American Journal of Cardiology, vol. 106, no. 4, pp. 470–476, 2010.
View at: Publisher Site | Google Scholar
O. Sönmez, G. Ertaş, A. Bacaksiz et al., “Relation of neutrophil -to- lymphocyte ratio with the presence and complexity of coronary artery disease: an observational study,” Anadolu Kardiyoloji Dergisi, vol. 13, no. 7, pp. 662–667, 2013.
View at: Publisher Site | Google Scholar
L. Guasti, F. Dentali, L. Castiglioni et al., “Neutrophils and clinical outcomes in patients with acute coronary syndromes and/or cardiac revascularisation. A systematic review on more than 34,000 subjects,” Thrombosis and Haemostasis, vol. 106, no. 4, pp. 591–599, 2011.
View at: Publisher Site | Google Scholar
M. Sunbul, F. Gerin, E. Durmus et al., “Neutrophil to lymphocyte and platelet to lymphocyte ratio in patients with dipper versus non-dipper hypertension,” Clinical and Experimental Hypertension, vol. 36, no. 4, pp. 217–221, 2014.
View at: Publisher Site | Google Scholar
Y. Arbel, A. Finkelstein, A. Halkin et al., “Neutrophil/lymphocyte ratio is related to the severity of coronary artery disease and clinical outcome in patients undergoing angiography,” Atherosclerosis, vol. 225, no. 2, pp. 456–460, 2012.
View at: Publisher Site | Google Scholar
B.-J. Park, J.-Y. Shim, H.-R. Lee et al., “Relationship of neutrophil-lymphocyte ratio with arterial stiffness and coronary calcium score,” Clinica Chimica Acta, vol. 412, no. 11-12, pp. 925–929, 2011.
View at: Publisher Site | Google Scholar
I. Sari, M. Sunbul, C. Mammadov et al., “Relation of neutrophil-to-lymphocyte and platelet-to-lymphocyte ratio with coronary artery disease severity in patients undergoing coronary angiography,” Kardiologia Polska, vol. 73, no. 12, pp. 1310–1316, 2015.
View at: Publisher Site | Google Scholar
K. C. Muhammet, K. E. Mehmet, K. K. Mustafa et al., “Neutrophil to lymphocyte ratio may predict coronary artery disease in geriatric patients,” Acta Medica, vol. 4, pp. 58–63, 2015.
View at: Google Scholar
C. D. Lee, A. R. Folsom, F. J. Nieto, L. E. Chambless, E. Shahar, and D. A. Wolfe, “White blood cell count and incidence of coronary heart disease and ischemic stroke and mortality from cardiovascular disease in African-American and White men and women: atherosclerosis risk in communities study,” American Journal of Epidemiology, vol. 154, no. 8, pp. 758–764, 2001.
View at: Publisher Site | Google Scholar
M. Hoffman, A. Blum, R. Baruch, E. Kaplan, and M. Benjamin, “Leukocytes and coronary heart disease,” Atherosclerosis, vol. 172, no. 1, pp. 1–6, 2004.
View at: Publisher Site | Google Scholar
O. Doğdu, M. Akpek, M. Yarlıoğlueş et al., “Relationship between hematologic parameters and left ventricular systolic dysfunction in stable patients with multi-vessel coronary artery disease,” Türk Kardiyoloji Derneği arşivi : Türk Kardiyoloji Derneğinin yayın organıdır, vol. 40, no. 8, pp. 706–713, 2012.
View at: Publisher Site | Google Scholar

Copyright

Copyright © 2017 Kamal Sharma et al. This is an open access article distributed under the Creative Commons Attribution License, which permits unrestricted use, distribution, and reproduction in any medium, provided the original work is properly cited.

PDF Download Citation

Download other formats

Order printed copies

Views

3269

Downloads

1216

Citations