Eduvest
� Journal of Universal Studies Volume 2
Number 9, September, 2022 p- ISSN 2775-3735 - e-ISSN 2775-3727 |
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THE
ASSOCIATION OF NEUTROPHIL LYMPHOCYTE RATIO AND IN-HOSPITAL MORTALITY IN ACUTE
CORONARY SYNDROME PATIENTS: META ANALYSIS |
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Nurul Fajri Widyasari1, Helda2, Rizki Febriawan3 Department of Epidemiology, Faculty of Public Health, Universitas
Indonesia12, Utama Hospital Belitung, Indonesia3 |
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ABSTRACT |
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Coronary artery disease, including acute coronary
syndrome (ACS), is a major cause of mortality and morbidity worldwide. The
neutrophil lymphocyte ratio (NLR) is a nonspecific marker of inflammation and
previous studies have shown that increased NLR is associated with mortality
in acute coronary syndrome patients and may act as a prognostic marker. The
aim of this study was to assess the association of NLR and in-hospital
mortality in ACS patients. The method used in this study was, Literature
search was carried out using the Ebsco, Embasse, Nature, Proquest,
PubMed, Science Direct and Scopus databases until March 2022 to find an
observational cohort study that assessed the association of NLR and
in-hospital mortality in ACS patients. A systematic review of published
studies following the preferred reporting items for systematic review and
guideline meta-analysis (PRISMA) was conducted. Study quality was assessed
with the Newcastle Ottawa Scale (NOS) and only high quality studies were
included in this meta-analysis. The primary outcome was in-hospital mortality
and the effect was measured in Risk Ratio (RR) and 95% CI. Conclusion: A high
NLR increases the risk of in-hospital death in acute coronary syndrome
patients. Further studies in large settings are needed to assess the NLR
threshold values that can predict in-hospital mortality in
acute coronary syndrome patients |
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KEYWORDS |
NLR, in Hospital
Mortality, Acute Coronary Syndrome |
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This work is licensed under a Creative Commons Attribution-ShareAlike 4.0 International |
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INTRODUCTION
Acute coronary
syndrome (ACS) is a life-threatening condition that attacks the coronary
arteries and is an acute manifestation of CHD characterized by acute chest pain
(angina pectoris) due to myocardial ischemia (Antman & Loscalzo, 2018; Hijazi et al., 2021) . CHD is the most
common cardiovascular disease, with a prevalence in the world in 2017 of
1,655/100,000 or around 125 million people with CHD in 2017 (Khan et al., 2020; Roth et al., 2020) .
Neutrophil
lymphocyte ratio (RNL) is a non-specific inflammatory marker that has the
potential to be a prognostic marker in ACS patients (Dentali et al., 2018; Li et al., 2020; Zhang et al.,
2018) . Previous studies have shown an
association between increased RNL with mortality and major adverse cardiovascular events (Akpek et al., 2012; Azab et al., 2010; Dentali et
al., 2018; Ergelen et al., 2014; Gazi et al., 2015; Gul et al., 2017; Han et
al., 2013; He et al., 2014; Kaya et al., 2013; Li et al., 2020; Machado et al.,
2018; Misumida et al., 2015; Pan et al., 2015; Sen et al., 2013; Shen et al.,
2010; Tamhane et al., 2008; Tavares et al., 2022) . However, the
results of various studies still show varying results and the value of the RNL
cut-off point. Therefore, the aim of this systematic literature review and
meta- analysis was to identify and summarize studies that assessed the
association of RNL with in-hospital
mortality in ACS patients and analyzed the data pool.
RESEARCH METHOD
1.
Study
Identification
A systematic
literature search was conducted using the preferred
reporting items for systematic reviews and meta-analysis (PRISMA)
guidelines to search for observational studies looking at the association
between RNL and short-term mortality in acute coronary syndrome patients
published through March 2022. The search was conducted using the Ebsco database. , Embasse,
Nature, Proquest, PubMed. Science Direc
and Scopus using the keywords ("Neutrophil to Lymphocyte Ratio" OR
"Neutrophil Lymphocyte Ratio" OR "Neutrophil-Lymphocyte
Ratio" OR "NLR") AND ("Mortality") AND ("Acute
Coronary Syndrome" OR "ACS " OR "ST-segment Elevation
Myocardial Infarction" OR "ST segment Elevation Myocardial Infarction"
OR "ST-segment Myocardial Infarction" OR "ST elevation Myocardial
Infarction" OR "STEMI" OR "Non ST-segment Myocardial
Infarction" OR "Non ST segment Myocardial Infarction" OR
"Non ST-elevation Myocardial Infarction" OR "Non ST elevation
Myocardial Infarction" OR "NSTEMI" OR "Unstable Angina
Pectoris" OR "STEAM") AND ("Observational" OR
"Observational study" OR "Observational studies" "). A
manual search was carried out for identification of additional studies through
references from related articles.
2.
Inclusion
and Exclusion Criteria
Studies were
included in this meta-analysis if they met the following inclusion criteria:
(1) acute coronary syndrome patients with a diagnosis of either UA, NSTEMI or
STEMI according to existing guidelines such as guidelines from the American
Heart Association (AHA) or the European Society of Cardiology (ESC). ), (2) RNL
was calculated at the time of admission ( on
admission ) (3) was a prospective or retrospective cohort study, (4)
included data on the number of subjects experiencing short-term mortality or
included measures of association of RNL with short-term mortality. The study
was excluded if: (1) the study was in the form of a literature review, (2) a
pre-clinical study, (3) seminar abstracts, (4) not published in English, (5)
did not divide research subjects based on RNL scores.
3.
Data
Extraction and Quality Assessment
Study search and data extraction were
carried out independently by two reviewers
(NF, RF). Study quality was assessed using the Newcastle Ottawa Scale (NOS) and only studies with scores above 6
stars were included in this meta- analysis.
4.
Data
analysis
The main outcome in this meta-
analysis was short-term mortality, i.e. mortality occurring within <90 days,
including mortality during treatment or intra-hospital mortality. Data analysis
was carried out using the Review Manager version
5.3 application. Heterogeneity between studies was assessed by the I 2 statistic . I 2 50% indicates that there is
heterogeneity between the studies and the analysis will use the random effects model . Fixed effect model would be used if there was no heterogeneity
between studies. Subgroup analysis will be used to examine the relationship between
RNL and short-term mortality in STEMI and NSTE-ACS patients and to minimize
heterogeneity. Outcome was measured
by the association measure Risk Ratio (RR)
and 95% CI. P value <0.05 was used
to describe statistical significance.
Figure
1. Flowchart of PRISMA
RESULTS AND DISCUSSION
5.
Study
Identification
Literature search results from Ebsco, Embasse, Nature, Proquest, PubMed databases. Science Direct and Scopus
obtained 1,097 studies. The literature review was carried out systematically
with the stages as listed in Figure 1. After excluding studies that contained
duplication, a literature review through titles and abstracts was carried out
and as many as 847 studies were excluded at the title and abstract screening
stage. Additional manual searches were performed through study identification
from related articles or similar studies. A total of 10 studies were obtained
through additional manual searches for full manuscript evaluation. In the next
stage in the form of evaluation of the full text, 122 studies were excluded
because there were differences in population, differences in outcomes assessed,
differences in independent variables assessed, case control studies, not in
English and the full text could not be obtained. The final results of 16 studies
that will be included in the analysis and study quality assessment are carried
out with the study characteristics listed in Table 1. The results of the study
quality assessment with NOS show that all studies have good study quality.
Table
1. Study characteristics in the meta- analysis
No |
Writer |
Year |
Number of Samples |
Inclusion Criteria |
RNL Potong Intersection |
Intersection Method |
1 |
Akpek M, et al (Akpek et al., 2012) |
2012 |
418 |
STEMI |
> 3.3 |
ROC |
2 |
Azab B, et al (Azab et al., 2010) |
2010 |
619 |
NSTEMI |
> 4.7 |
IV quartile |
3 |
Ergelen M, et al (Ergelen et al., 2014) |
2014 |
2410 |
STEMI |
> 6.97 |
IV quartile |
4 |
Gazi E, et al (Gazi et al., 2015) |
2015 |
522 |
STEMI |
>5.77 |
IV quartile |
5 |
Gul U, et al (Gul et al., 2017) |
2017 |
320 |
STEMI |
> 4.50 |
Previous research
average |
6 |
Han YC, et al (Han et al., 2013) |
2013 |
326 |
STEMI |
> 6.53 |
IV quartile |
7 |
He J, et al (He et al., 2014) |
2014 |
692 |
STEMI |
> 4.75 |
IV quartile |
8 |
Kaya MG, et al (Kaya et al., 2013) |
2013 |
682 |
STEMI |
> 4.4 |
IV quartile |
9 |
Li CKH, et al (Li et al., 2020) |
2020 |
1361 |
NSTEMI |
> 9.51 |
IV quartile |
10 |
Machado GP, et al (Machado et al., 2018) |
2021 |
625 |
STEMI |
> 9.41 |
Tertil III |
11 |
Misumida N, et al (Misumida et al., 2015) |
2015 |
396 |
NSTEMI |
> 2.8 |
ROC |
12 |
Pan W, et al (Pan et al., 2015) |
2015 |
636 |
STEMI |
> 6.40 |
Tertil III |
13 |
Sen N, et al (Sen et al., 2013) |
2013 |
204 |
STEMI |
> 6.0 |
Tertil III |
14 |
Shen X, et al (Shen et al., 2010) |
2010 |
551 |
STEMI |
> 6.46 |
IV quartile |
15 |
Tamhane UU, et al (Tamhane et al., 2008) |
2008 |
2831 |
STEMI, NSTEMI, UA |
N/A |
Tertil III |
16 |
Tavares F, et al (Tavares et al., 2022) |
2021 |
1860 |
STEMI |
> 7.3 |
Tertil III |
RNL and Short-Term Mortality
A total of 16
studies with a total of 14,453 research subjects were included in this
meta-analysis (Akpek et al., 2012; Azab et al., 2010; Ergelen et
al., 2014; Gazi et al., 2015; Gul et al., 2017; Han et al., 2013; He et al.,
2014; Kaya et al., 2013; Li et al., 2020; Machado et al., 2018; Misumida et
al., 2015; Pan et al., 2015; Sen et al., al., 2013; Shen et al., 2010; Tamhane
et al., 2008; Tavares et al., 2022) . A total of 3
studies looked at the association of RNL with short-term mortality in patients
with non -ST-elevation myocardial infarction
(NSTEMI), 12 studies in patients with ST-elevation
myocardial infarction (STEMI) and 1 study looked at patients with unstable angina (UA), NSTEMI and STEMI.
The values for determining the RNL cut-off point in all studies are different
and the methods for determining the RNL cut-off point vary widely, including
using receiver operating characteristics (ROC),
quartiles, tertiles and averages from previous
studies as listed in Table 1.
In all studies
using quartiles and tertiles (Azab et al., 2010; Han et al., 2013; He et al., 2014;
Kaya et al., 2013; Li et al., 2020; Machado et al., 2018 ; Pan et al., 2015;
Sen et al., 2013; Shen et al., 2010; Tamhane et al., 2008; Tavares et al.,
2022) , significant differences in RNL were
found in the top quartile or tertile. Therefore, the
top quartile or tertile RNL value was used as the
cut-off point in this meta- analysis study.
The results of the
data pool analysis showed that high RNL was significantly associated with
short-term mortality with an RR of 2.79 (95% CI, 2.05 � 3.80) and p value < 0.00001 (Figure 2). In this
analysis, heterogeneity between studies is quite high with I2 85 %
so that the analytical model used is the random
effect model .
Figure
2. Forrest plot of the relationship of high RNL with mortality during treatment
( in hospital )
Subgroup analysis
was performed to see the size of the association in the NSTEMI and STEMI groups
separately (Figure 3). There were 15 studies conducted by the analysis
subgroup. This is because 1 study (Tamhane et al., 2008) did not include
data on the number of deaths based on RNL in each of the STEMI, NSTEMI and UA
groups so that a separate subgroup analysis could not be performed.
Heterogeneity between studies in each subgroup was still high with I 2 =
72% for NSTEMI and I 2 = 81% for STEMI. Data pool analysis showed
that a high RNL was associated with a risk of short-term mortality in NSTEMI
patients with an RR of 3.08 (95% CI, 1.69 � 5.62, p < 0.00001) and in STEMI
patients with an RR of 2.65 (95% CI, 1.85 � 3.81, p < 0.00001) (Figure 3).
Figure
3. Forrest plot analysis of the relationship between RNL and mortality during
treatment ( in hospital ) with NSTEMI and STEMI
subgroups
DISCUSSION
Coronary heart
disease, including acute coronary syndrome , is the
leading cause of mortality in the world. Previous meta-analysis studies have
shown that an increase in RNL is associated with mortality in ACS patients and major adverse cardiovascular events (MACE)
(Dentali et al., 2018) . Therefore, this
meta- analysis study was conducted to assess the association between increased
RNL and short-term mortality in ACS patients.
In this research
study, 16 studies with 14453 participants
were included in a meta-analysis to see the relationship between increased
RNL and short-term mortality of ACS patients (Akpek et al., 2012; Azab et al., 2010; Ergelen et
al., 2014; Gazi et al., 2014). ., 2015; Gul et al., 2017; Han et al., 2013; He
et al., 2014; Kaya et al., 2013; Li et al., 2020; Machado et al., 2018;
Misumida et al. , 2015; Pan et al., 2015; Sen et al., 2013; Shen et al., 2010;
Tamhane et al., 2008; Tavares et al., 2022) . The results of
this systematic literature review and meta-analysis showed an association
between increased RNL and short-term mortality in patients with acute coronary
syndromes with an RR of 2.79 (95% CI, 2.05 � 3.80, p < 0.00001) in line with
previous meta-analyses that looked at the relationship between increased RNL
with in-hospital mortality in STEMI
patients (Dong et al., 2018; Mikhael et al., 2020) and a
meta-analysis study that looked at the association of increased RNL with major adverse cardiovascular events (MACE) (Dentali et al., 2018) .
The heterogeneity
between studies in this meta- analysis is quite high with I 2 = 85%,
this could be due to the RNL cut-off value used varies between studies and is
determined by various methods. The existence of differences in diagnosis
between NSTEMI and STEMI is also suspected to cause high heterogeneity so that
a subgroup analysis was carried out by dividing the groups based on the
diagnosis of NSTEMI and STEMI. However, the results of the subgroup analysis
still have high study heterogeneity in both groups, with I 2 = 72%
for NSTEMI and I 2 = 84% for STEMI, so there are other factors that
can affect the heterogeneity of the study such as the mean age of patients who
have differences, comorbid factors that accompany the condition at the time of
the patient's admission to the hospital and other factors. This result is in
line with previous meta-analyses which also had high heterogeneity (Dentali et al., 2018; Dong et al., 2018; Mikhael et
al., 2020) .
Neutrophils are
one of the first leukocytes to be found at the site of myocardial damage after
monocytes. Activated neutrophils exacerbate the inflammatory response through
the secretion of inflammatory mediators such as myeloperoxidase, elastase,
oxygen free radicals and arachidonic acid derivatives. The inflammatory process
that occurs in ischemia and infarction conditions further triggers the
migration of pro-inflammatory cells, including neutrophils, and increases the
severity of myocardial tissue damage, plaque damage, activation of the
coagulation cascade and thrombosis, microvascular occlusion, tissue necrosis
and expansion of infarct size (Yalcinkaya et al. ., 2014) .
RNL is a
combination of two non-specific markers of inflammation, namely neutrophils and
lymphocytes (Yalcinkaya et al., 2014) . RNL describes
the balance of neutrophil and lymphocyte levels in the body and is an indicator
of systemic inflammation (Celik et al., 2017) . RNL can act as a
marker describing the combination of an acute inflammatory reaction and
activation of the neurohormonal system (Park et al., 2018) .
meta- analysis
study has several weaknesses, including the studies included in the
meta-analysis that have some differences in both the inclusion and exclusion
criteria, the method used to determine the RNL cut-off point, the RNL cut-off
point and other comorbid factors present in the patient. Therefore, the
heterogeneity in this study is quite large and it is questionable whether it
can be combined into an analysis pool. However, considering that all studies
showed significant results and the pool analysis was carried out using random effects , namely the analysis
method that took into account variance, the heterogeneity did not affect the
validity of the study.
The
results of this meta- analysis indicate that RNL has the potential to predict
the prognosis of ACS patients. RNL is a test that is available in all types of
hospitals, easy to do with low cost. However, further studies with large sample
sizes are needed to determine an RNL cut-off point that can be used as a
parameter to assess prognosis, especially mortality during treatment, in ACS
patients.
REFERENCES
Akpek, M., Kaya, MG, Lam, YY, Sahin, O., Elcik, D.,
Celik, T., Ergin, A., & Gibson, CM (2012). 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. American Journal of Cardiology , 110 (5),
621�627. https://doi.org/10.1016/j.amjcard.2012.04.041
Antman, EM, & Loscalzo, J.
(2018). Ischemic Heart Disease. In JL Jameson, DL Kasper, DL Longo, AS Fauci,
SL Hauser, & J. Loscalzo (Eds.), Harrison's Principles of Internal
Medicine (20th ed.). McGraw Hill Education.
Azab, B., Zaher, M., Weiserbs, KF,
Torbey, E., Lacossiere, K., Gaddam, S., Gobunsuy, R., Jadonath, S., Baldari,
D., McCord, D., & Lafferty, J. (2010). Usefulness of neutrophil to
lymphocyte ratio in predicting short-and long-term mortality after NonST-elevation
myocardial infarction. American Journal of Cardiology , 106 (4),
470�476. https://doi.org/10.1016/j.amjcard.2010.03.062
Celik, T., Balta, S., Mikhailidis,
DP, Ozturk, C., Aydin, I., Tok, D., Yildirim, AO, Demir, M., & Iyisoy, A.
(2017). The relation between no-reflow phenomenon and complete blood count
parameters. Angiology , 68 (5), 381�388.
https://doi.org/10.1177/0003319716659193
Dentali, F., Nigro, O., Squizzato,
A., Gianni, M., Zuretti, F., Grandi, AM, & Guasti, L. (2018). Impact of
neutrophils to lymphocytes ratio on major clinical outcomes in patients with
acute coronary syndromes: A systematic review and meta-analysis of the
literature. International Journal of Cardiology , 266 , 31�37.
https://doi.org/10.1016/j.ijcard.2018.02.116
Dong, CH, Wang, ZM, & Chen, SY
(2018). Neutrophil to lymphocyte ratio predict mortality and major adverse
cardiac events in acute coronary syndrome: A systematic review and
meta-analysis. Clinical Biochemistry , 52 (October 2017),
131�136. https://doi.org/10.1016/j.clinbiochem.2017.11.008
Ergelen, M., Uyarel, H., Altay, S.,
Kul, ., Ayhan, E., Isik, T., Kemaloǧlu, T., G�l, M., S�nmez, O.,
Erdoǧan, E., & Turfan, M. (2014). Predictive value of elevated
neutrophil to lymphocyte ratio in patients undergoing primary angioplasty for
ST-segment elevation myocardial infarction. Clinical and Applied
Thrombosis/Hemostasis , 20 (4), 427�432.
https://doi.org/10.1177/1076029612473516
Gazi, E., Bayram, B., Gazi, S.,
Temiz, A., Kirilmaz, B., Altun, B., & Barutcu, A. (2015). Prognostic value
of the neutrophil-lymphocyte ratio in patients with ST-elevated acute
myocardial infarction. Clinical and Applied Thrombosis/Hemostasis , 21
(2), 155�159. https://doi.org/10.1177/1076029613492011
Gul, U., Hussain, S., Munir, R.,
& Kayani, AM (2017). Neutrophil lymphocyte ratio: A prognostic marker in
acute ST elevation myocardial infarction. Journal of the College of
Physicians and Surgeons Pakistan , 27 (1), 4�7.
https://doi.org/10.18203/2349-3933.ijam20211485
Han, YC, Yang, TH, Kim, D. Il, Jin,
HY, Chung, SR, Seo, JS, Jang, JS, Kim, DK, Kim, DK, Kim, KH, Seol, SH, &
Kim, DS (2013). Neutrophil to lymphocyte ratio predicts long-term clinical
outcomes in patients with ST-segment elevation myocardial infarction undergoing
primary percutaneous coronary intervention. Korean Circulation Journal ,
43 (2), 93�99. https://doi.org/10.4070/kcj.2013.43.2.93
He, J., Li, J., Wang, Y., Hao, P.,
& Hua, Q. (2014). Neutrophil-to-lymphocyte ratio (NLR) predicts mortality
and adverse-outcomes after ST-segment elevation myocardial infarction in
Chinese people. International Journal of Clinical and Experimental Pathology
, 7 (7), 4045�4056.
Hijazi, W., Jolly, S., Mulloy, A.,
Kelly, A., Budaj, A., Bednarz, B., & Leśniak, W. (2021). Acute
Coronary Syndrome (ACS) . McMaster Textbook of Internal Medicine.
Kaya, MG, Akpek, M., Lam, YY,
Yarlioglues, M., Celik, T., Gunebakmaz, O., Duran, M., Ulucan, S., Keser, A.,
Oguzhan, A., & Gibson , MC (2013). Prognostic value of
neutrophil/lymphocyte ratio in patients with ST-elevated myocardial infarction
undergoing primary coronary intervention: A prospective, multicenter study. International
Journal of Cardiology , 168 (2), 1154�1159.
https://doi.org/10.1016/j.ijcard.2012.11.074
Khan, MA, Hashim, MJ, Mustafa, H.,
Baniyas, MY, Al Suwaidi, SKBM, AlKatheeri, R., Alblooshi, FMK, Almatrooshi,
MEAH, Alzaabi, MEH, Al Darmaki, RS, & Lootah, SNAH (2020 ). Global
Epidemiology of Ischemic Heart Disease: Results from the Global Burden of
Disease Study. Cureus , 12 (7).
https://doi.org/10.7759/cureus.9349
Li, CK, Xu, Z., Ho, J., Lakhani, I.,
Liu, YZ, Bazoukis, G., Liu, T., Wong, WT, Cheng, SH, Chan, MT, Zhang, L., Gin,
T., Wong, MC, Wong, ICK, Wu, WKK, Zhang, Q., & Tse, G. (2020). Association
of NPAC score with survival after acute myocardial infarction. Atherosclerosis
, 301 (February), 30�36.
https://doi.org/10.1016/j.atherosclerosis.2020.03.004
Machado, GP, Araujo, GN de, Carpes,
CK, Lech, M., Mariani, S., Valle, FH, Bergoli, LCC, Gon�alves, SC, Wainstein,
RV, & Wainstein, MV (2018). Comparison of neutrophil-to-lymphocyte ratio
and mean platelet volume in the prediction of adverse events after primary
percutaneous coronary intervention in patients with ST-elevation myocardial
infarction. Atherosclerosis , 274 , 212�217.
https://doi.org/10.1016/j.atherosclerosis.2018.05.022
Mikhael, R., Hindoro, E., Taner, S.,
& Lukito, AA (2020). Neutrophil-to-lymphocyte ratio for predictor of
in-hospital mortality in ST-segment elevation myocardial infarction: A
meta-analysis. Medical Journal of Indonesia , 29 (2), 172�182.
https://doi.org/10.13181/mji.oa.202795
Misumida, N., Kobayashi, A., Saeed,
M., Fox, JT, & Kanei, Y. (2015). Neutrophil-to-lymphocyte ratio as an
independent predictor of left main and/or three-vessel disease in patients with
non-ST-segment elevation myocardial infarction. Cardiovascular
Revascularization Medicine , 16 (6), 331�335. https://doi.org/10.1016/j.carrev.2015.05.006
Pan, W., Zhao, D., Zhang, C., Li, W.,
Yu, J., Wang, S., Li, Z., Wang, Z., Sun, X., Liu, H., Sun, Y., Tian, Y., &
Wang, L. (2015). Application of neutrophil/lymphocyte ratio in predicting
coronary blood flow and mortality in patients with ST-elevation myocardial
infarction undergoing percutaneous coronary intervention. Journal of
Cardiology , 66 (1), 9�14.
https://doi.org/10.1016/j.jjcc.2014.10.014
Park, JS, Seo, KW, Choi, BJ, Choi,
SY, Yoon, MH, Hwang, GS, Tahk, SJ, & Shin, JH (2018). Importance of
prognostic value of neutrophil to lymphocyte ratio in patients with
ST-elevation myocardial infarction. Medicine (United States) , 97 (48).
https://doi.org/10.1097/MD.0000000000013471
Roth, GA, Mensah, GA, Johnson, CO,
Addolorato, G., Ammirati, E., Baddour, LM, Barengo, NC, Beaton, A., Benjamin,
EJ, Benziger, CP, Bonny, A., Brauer, M., Brodmann, M., Cahill, TJ, Carapetis,
JR, Catapano, AL, Chugh, S., Cooper, LT, Coresh, J., � Fuster, V. (2020).
Global Burden of Cardiovascular Diseases and Risk Factors, 1990-2019: Update
From the GBD 2019 Study. Journal of the American College of Cardiology ,
76 (25), 2982�3021. https://doi.org/10.1016/j.jacc.2020.11.010
Sen, N., Afsar, B., Ozcan, F.,
Buyukkaya, E., Isleyen, A., Akcay, AB, Yuzgecer, H., Kurt, M., Caracas, MF,
Basar, N., Hajro, E., & Kanbay, M. (2013). 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 , 228 (1), 203�210.
https://doi.org/10.1016/j.atherosclerosis.2013.02.017
Shen, XH, Chen, Q., Shi, Y., &
Li, HW (2010). Association of neutrophil/lymphocyte ratio with long-term
mortality after ST elevation myocardial infarction treated with primary
percutaneous coronary intervention. Chinese Medical Journal , 123 (23),
3438�3443. https://doi.org/10.3760/cma.j.issn.0366-6999.2010.23.012
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. American Journal of Cardiology , 102 (6), 653�657.
https://doi.org/10.1016/j.amjcard.2008.05.006
Tavares, F., Moraes, PIM, Souza, JM,
Barbosa, AH, Santos, EM, Marcondes, JA, Oliveira, MD, Gon�alves, I., Esp�rito
Santo, CVA, Bianco, HT, Fonseca, FAH, Mois�s, V ., & Caixeta, A. (2022).
Prognostic role of neutrophil-to-lymphocyte ratio in patients with ST-elevation
myocardial infarction undergoing to pharmaco-invasive strategy. Cardiovascular
Revascularization Medicine , 34 (xxxx), 99�103.
https://doi.org/10.1016/j.carrev.2021.01.027
Yalcinkaya, E., Yuksel, UC, Celik,
M., Kabul, HK, Barcin, C., Gokoglan, Y., Yildirim, E., & Iyisoy, A. (2014).
Associao entre a rela��o neutr�filos/linf�citos eo grau de isquemia
eletrocardiogr�fica no IAMEST. Arquivos Brasileiros de Cardiologia , 104
(2), 112�119. https://doi.org/10.5935/abc.20140179
Zhang, S., Diao, J., Qi, C., Jin, J.,
Li, L., Gao, X., Gong, L., & Wu, W. (2018). Predictive value of neutrophil
to lymphocyte ratio in patients with acute ST segment elevation myocardial
infarction after percutaneous coronary intervention: A meta-analysis. BMC
Cardiovascular Disorders , 18 (1), 1�8.
https://doi.org/10.1186/s12872-018-0812-6