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Fan K, Cao W, Chang H, Tian F. Predicting prognosis in patients with stroke treated with intravenous alteplase through blood pressure changes: A machine learning-based approach. J Clin Hypertens (Greenwich) 2023; 25:1009-1018. [PMID: 37843065 PMCID: PMC10631101 DOI: 10.1111/jch.14732] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/09/2023] [Revised: 08/21/2023] [Accepted: 09/15/2023] [Indexed: 10/17/2023]
Abstract
The use of machine learning (ML) in predicting disease prognosis has increased, and researchers have adopted different methods for variable selection to optimize early screening for AIS to determine its prognosis as soon as possible. We aimed to improve the understanding of the predictors of poor functional outcome at three months after discharge in AIS patients treated with intravenous thrombolysis and to construct a highly effective prognostic model to improve prediction accuracy. And four ML methods (random forest, support vector machine, naive Bayesian, and logistic regression) were used to screen and recombine the features for construction of an ML prognostic model. A total of 352 patients that had experienced AIS and had been treated with intravenous thrombolysis were recruited. The variables included in the model were NIHSS on admission, age, white blood cell count, percentage of neutrophils and triglyceride after thrombolysis, tirofiban, early neurological deterioration, early neurological improvement, and BP at each time point or period. The model's area under the curve for predicting 30-day modified Rankin scale was 0.790 with random forest, 0.542 with support vector machine, 0.411 with naive Bayesian, and 0.661 with logistic regression. The random forest model was shown to accurately evaluate the prognosis of AIS patients treated with intravenous thrombolysis, and therefore they may be helpful for accurate and personalized secondary prevention. The model offers improved prediction accuracy that may reduce rates of misdiagnosis and missed diagnosis in patients with AIS.
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Affiliation(s)
- Kaiting Fan
- Department of NeurologyXuanwu Hospital, Capital Medical University, National Clinical Research Center for Geriatric DiseaseBeijingChina
| | - Wenya Cao
- Department of NeurologyXuanwu Hospital, Capital Medical University, National Clinical Research Center for Geriatric DiseaseBeijingChina
| | - Hong Chang
- Department of NeurologyXuanwu Hospital, Capital Medical University, National Clinical Research Center for Geriatric DiseaseBeijingChina
| | - Fei Tian
- Department of NeurologyXuanwu Hospital, Capital Medical University, National Clinical Research Center for Geriatric DiseaseBeijingChina
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Şimsek Z, Alizade E, Abdurahmanova İ, Güner A, Zehir R, Pala S. Serum sortilin as a predictor of stroke in patients with intermediate carotid artery stenosis. Vascular 2023; 31:317-324. [PMID: 35403511 DOI: 10.1177/17085381211067051] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/15/2022]
Abstract
BACKGROUND Sortilin was an important molecular protein involved in the pathogenesis of atherosclerosis. Besides, serum sortilin was associated with adverse cerebrovascular events. Atherosclerotic stenosis in the carotid artery is a major etiology for ischemic stroke. The risk of stroke in patients with intermediate carotid artery stenosis (CAS) was unknown. Hence, the aim of the present study was to evaluate the relationship between serum sortilin levels and stroke in patients with intermediate CAS. METHODS A total of 195 intermediate CAS patients were included in this cross-sectional study. The patients were divided into two groups as symptomatic (N = 95) and asymptomatic (N = 100) patients. Patients with a transient ischemic attack (TIA), retinal ischemic event, or ischemic stroke resulting from the narrowed carotid artery were considered to be symptomatic. Serum sortilin concentrations were measured using the enzyme-linked immunosorbent assay. RESULTS Serum sortilin level was significantly higher in the symptomatic group than in the severe asymptomatic group (1.53 ± 0.25 ng/mL vs 1.34 ± 0.19 ng/mL, p < 0.001). Besides, high serum sortilin levels (odds ratio = 4.91, 95% confidence intervals 1.24-19.51, p = 0.023) were identified as independent predictors of symptomatic carotid plaque. In the receiver operating characteristic curve analysis, serum sortilin levels higher than 1.34 ng/mL predicted stroke/TIA with a sensitivity of 66.3% and a specificity of 67% (AUC = 0.725, p < 0.001). CONCLUSIONS Serum sortilin level is increased in the presence of symptomatic intermediate CAS and may have clinical value in the management of patients with carotid artery disease.
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Affiliation(s)
- Zeki Şimsek
- Cardiology Department, 111350Kartal Kosuyolu Heart Research and Training Hospital, Istanbul, Turkey
| | - Elnur Alizade
- Cardiology Department, 111350Kartal Kosuyolu Heart Research and Training Hospital, Istanbul, Turkey
| | - İlahe Abdurahmanova
- Department of Cardiology, Ministry of Emergency Situation of the Republic of Azerbaijan, Baku, Azerbaijan
| | - Ahmet Güner
- Department of Cardiology, 187456Mehmet Akif Ersoy Thoracic and Cardiovascular Surgery Training and Research Hospital, Istanbul, Turkey
| | - Regayip Zehir
- Cardiology Department, 111350Kartal Kosuyolu Heart Research and Training Hospital, Istanbul, Turkey
| | - Selçuk Pala
- Cardiology Department, 111350Kartal Kosuyolu Heart Research and Training Hospital, Istanbul, Turkey
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Li Y, An D, Xie X, Dong Y. The relationship between neutrophil-to-lymphocyte ratio and cerebral collateral circulation in patients with symptomatic severe intracranial artery stenosis or occlusion. J Clin Neurosci 2023; 108:13-18. [PMID: 36565522 DOI: 10.1016/j.jocn.2022.10.022] [Citation(s) in RCA: 1] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/08/2022] [Revised: 10/11/2022] [Accepted: 10/24/2022] [Indexed: 12/24/2022]
Abstract
BACKGROUND The neutrophil/lymphocyte ratio (NLR) has been considered a prognostic indicator for determining the systemic inflammatory response and atherosclerosis. We aimed to determine the relationship between NLR and the development of cerebral collateral circulation in patients with symptomatic severe stenosis or occlusion of intracranial arteries. METHODS All patients underwent digital subtraction angiography (DSA) within 14 days of admission and were divided into a group with good collateral circulation (77 patients) and a group with poor collateral circulation (86 patients) according to the DSA collateral compensation grading method. Apo B, total cholesterol, LDL, and Neutrophil count in the poor side branch group were significantly higher than in the good side branch group. Multifactorial analysis showed that high NLR levels were a valid predictor of poor collateral circulation in patients with symptomatic severe intracranial artery stenosis or occlusion. Spearman correlation analysis showed that the size of the collateral branch score was negatively correlated with NLR (r = -0.509, P < 0.001) and cholesterol content (r = -0.249, P = 0.002). NLR predicted poor collateral circulation with an AUC of 0.620 (sensitivity 66.7 %, specificity 61.3 %, 95 % CI = 0.517-0.723,P < 0.05). CONCLUSION We demonstrate a correlation between NLR levels and the development of collateral circulation in the brain in patients with symptomatic severe stenosis or occlusion of the intracranial arteries.
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Affiliation(s)
- Yao Li
- Department of Neurology, Hebei General Hospital, Shijiazhuang, China; Hebei Provincial Key Laboratory of Cerebral Networks and Cognitive Disorders, China
| | - Dongxia An
- Department of Neurointervention, Beijing Fengtai Youanmen Hospital, Beijing, China; Hebei Provincial Key Laboratory of Cerebral Networks and Cognitive Disorders, China
| | - Xiaohua Xie
- Department of Neurology, Hebei General Hospital, Shijiazhuang, China; Hebei Provincial Key Laboratory of Cerebral Networks and Cognitive Disorders, China
| | - Yanhong Dong
- Department of Neurology, Hebei General Hospital, Shijiazhuang, China; Hebei Provincial Key Laboratory of Cerebral Networks and Cognitive Disorders, China.
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4
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Stanca ID, Criciotoiu O, Neamtu SD, Vasile RC, Berceanu-Bora NM, Minca TN, Pirici I, Rosu GC, Bondari S. The Analysis of Blood Inflammation Markers as Prognostic Factors in Parkinson's Disease. Healthcare (Basel) 2022; 10:healthcare10122578. [PMID: 36554101 PMCID: PMC9778576 DOI: 10.3390/healthcare10122578] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/17/2022] [Revised: 12/14/2022] [Accepted: 12/16/2022] [Indexed: 12/23/2022] Open
Abstract
Parkinson’s disease is a chronic, progressive, and neurodegenerative disease, and yet with an imprecise etiopathogenesis. Although neuroinflammation was initially thought to be a secondary condition, it is now believed that microglia-induced inflammation could also contribute to the degeneration of the nigrostriatal pathway. Here, we aimed to establish the feasibility of basic inflammatory biomarkers as prognostic factors in PD. The study was based on retrospective analyses of blood samples taken from patients diagnosed with PD, as well as from healthy subjects. Complete medical records, total leukocyte count with subpopulations, and erythrocyte sedimentation rate (ESR) were analyzed. We calculated the serum neutrophils-to-lymphocytes ratio (NLR) and platelet-to lymphocytes ratio (PLR), and also compared the laboratory data between the PD group and the control group. Only PLR and NLR showed statistically significant differences (p < 0.001 and 0.04, respectively). In our study, ESR did not show statistically significant correlations with motor score or with disability. In our research, ESR was correlated with the disease duration (p = 0.04), and PLR showed a significant correlation with disease stage (p = 0.027) and disease duration (p = 0.001), but not with motor state. These biomarkers could prove to be effective tools for a primary evaluation of inflammation in PD, but further tests are required to properly investigate the neuroinflammatory status of these patients.
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Affiliation(s)
- Iulia-Diana Stanca
- Department of Neurology, University of Medicine and Pharmacy of Craiova, Petru Rares 2, 200349 Craiova, Romania
| | - Oana Criciotoiu
- Department of Neurology, University of Medicine and Pharmacy of Craiova, Petru Rares 2, 200349 Craiova, Romania
- Correspondence: (O.C.); (I.P.)
| | - Simona-Daniela Neamtu
- Department of Hematology, Faculty of Pharmacy, University of Medicine and Pharmacy of Craiova, Petru Rares 2, 200349 Craiova, Romania
| | - Ramona-Constantina Vasile
- Department of Epidemiology, University of Medicine and Pharmacy of Craiova, Petru Rares 2, 200349 Craiova, Romania
| | | | - Teodora-Nicoleta Minca
- Department of Neurology, Clinical Hospital of Neuropsychiatry Craiova, Calea Bucuresti 99, 200473 Craiova, Romania
| | - Ionica Pirici
- Department of Anatomy, University of Medicine and Pharmacy of Craiova, Petru Rares 2, 200349 Craiova, Romania
- Correspondence: (O.C.); (I.P.)
| | - Gabriela-Camelia Rosu
- Department of Research Methodology, University of Medicine and Pharmacy of Craiova, Petru Rares 2, 200349 Craiova, Romania
| | - Simona Bondari
- Department of Radiology, University of Medicine and Pharmacy of Craiova, Petru Rares 2, 200349 Craiova, Romania
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Pinzon RT, Veronica V. Leukocyte Count and Neutrophil-To-Lymphocyte Ratio as Simple Hematologic Predictors of Stroke Severity and Functional Outcome in Acute Ischemic Stroke Patients. Open Neurol J 2022. [DOI: 10.2174/1874205x-v16-e2209280] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/24/2022] Open
Abstract
Background:
It has long been recognized that inflammation plays a critical role in the pathogenesis of ischemic stroke. However, whether leukocyte count and neutrophil-to-lymphocyte ratio are related to stroke severity and functional outcome is uncertain.
Objective:
This clinical study aimed to evaluate the association of leukocyte count and neutrophil-to-lymphocyte ratio with stroke severity and functional outcome in acute ischemic stroke patients.
Methods:
This hospital-based, retrospective observational study included 112 subjects with acute ischemic stroke. All subjects had their demographic, clinical, and laboratory data obtained. The leukocyte count and neutrophil-to-lymphocyte ratio were evaluated by stroke severity on admission and 3-month functional outcome. The severity of stroke at admission was measured using the National Institutes of Health Stroke Scale (NIHSS), whereas the Barthel Index was used to measure 3-month functional outcome (BI). We conducted a regression analysis, adjusting for any confounding variables.
Results:
Higher leukocyte count was significantly associated with increased risk of stroke severity (odds ratio [OR] 1.391, 95% confidence intervals [CI], 1.121-1.725, p: 0.003) and unfavorable functional outcome (OR 1.434, 95% CI, 1.068-1.925, p: 0.017). Higher neutrophil-to-lymphocyte ratio was not significantly associated with increased risk of stroke severity (OR 1.181, 95% CI, 0.947-1.474, p: 0.140) and unfavorable functional outcome (OR 1.246, 95% CI, 0.905-1.716, p: 0.177).
Conclusion:
Our study indicates that leukocyte count is an independent predictor of stroke severity on admission and unfavorable functional outcome.
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Caimi G, Urso C, Brucculeri S, Amato C, Lo Presti R, Carlisi M. Leukocyte subtypes, gelatinases, and their tissue inhibitors in a group of subjects with asymptomatic carotid atherosclerosis. Clin Hemorheol Microcirc 2022; 82:37-51. [PMID: 35599473 PMCID: PMC9741743 DOI: 10.3233/ch-221380] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/07/2023]
Abstract
In a cohort of subjects with asymptomatic carotid atherosclerosis (ACA), we have evaluated the neutrophil and lymphocyte count and their ratio (NLR), the gelatinases (MMP-2 and MMP-9) and their tissue inhibitors (TIMP-1 and TIMP-2). At baseline, no difference was observed between ACA subjects and subject control group regarding neutrophil and lymphocyte count while was evident in ACA subjects a significant increase in MMP-2, MMP-9 and TIMP-2 associated to a significant decrease in TIMP-1. Dividing the ACA according to the number of cardiovascular risk factors (CRFs) we have observed an increase in lymphocyte count in the subgroup with 3-5 CRFs. Evaluating the leukocyte subtypes according to all the surrogate markers of insulin resistance has been noted, in the subgroups that exceed the medians of these markers, a significant increase in neutrophil and lymphocyte count without any variation of the NLR. Effecting the same evaluation for the MMP/TIMP pattern we observed, instead, that the same subgroups tend to show a decrease in MMP-2 and an increase in MMP-9. No difference instead for TIMP-1 and TIMP-2. The abnormality of the MMP/TIMP pattern, bearing in mind the cardiometabolic clustering present in this cohort of ACA subjects, would induce to use drugs able not only to cure the cardiometabolic risk factors but also to influence the MMP/TIMP profile.
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Affiliation(s)
- Gregorio Caimi
- Department of Health Promotion and Child Care, Internal Medicine and Medical Specialties, Università degli Studi di Palermo, Palermo, Italy,Corresponding author: Gregorio Caimi, Via Leonardo Da Vinci, 52, 90145, Palermo, Italy. E-mails: ;
| | - C. Urso
- Fondazione Istituto “G. Giglio” Cefalù, Palermo, Italy
| | - S. Brucculeri
- Fondazione Istituto “G. Giglio” Cefalù, Palermo, Italy
| | - C. Amato
- Department of Health Promotion and Child Care, Internal Medicine and Medical Specialties, Università degli Studi di Palermo, Palermo, Italy
| | - R. Lo Presti
- Department of Psychology, Educational Science and Human Movement, Università degli Studi di Palermo, Palermo, Italy
| | - M. Carlisi
- Department of Health Promotion and Child Care, Internal Medicine and Medical Specialties, Università degli Studi di Palermo, Palermo, Italy
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Ji X, Tian L, Yao S, Han F, Niu S, Qu C. A Systematic Review of Body Fluids Biomarkers Associated With Early Neurological Deterioration Following Acute Ischemic Stroke. Front Aging Neurosci 2022; 14:918473. [PMID: 35711907 PMCID: PMC9196239 DOI: 10.3389/fnagi.2022.918473] [Citation(s) in RCA: 11] [Impact Index Per Article: 5.5] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/12/2022] [Accepted: 05/10/2022] [Indexed: 11/17/2022] Open
Abstract
Biomarkers are objectively measured biological properties of normal and pathological processes. Early neurological deterioration (END) refers to the deterioration of neurological function in a short time after the onset of acute ischemic stroke (AIS) and is associated with adverse outcomes. Although multiple biomarkers have been found to predict END, there are currently no suitable biomarkers to be applied in routine stroke care. According to the Preferred Reporting Items for Systematic Review standards, we present a systematic review, concentrating on body fluids biomarkers that have shown potential to be transferred into clinical practice. We also describe newly reported body fluids biomarkers that can supply different insights into the mechanism of END. In our review, 40 scientific papers were included. Depending on the various mechanisms, sources or physicochemical characteristics of body fluids biomarkers, we classified related biomarkers as inflammation, protease, coagulation, metabolism, oxidative stress, and excitatory neurotoxicity. The body fluids biomarkers whose related articles are limited or mechanisms are unknown are categorized as other biomarkers. The inflammation-related biomarkers, such as neutrophil-to-lymphocyte ratio and hypersensitive C-reactive protein, play a crucial role among the mentioned biomarkers. Considering the vast heterogeneity of stroke progression, using a single body fluids biomarker may not accurately predict the risk of stroke progression, and it is necessary to combine multiple biomarkers (panels, scores, or indices) to improve their capacity to estimate END.
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Affiliation(s)
- Xiaotan Ji
- Department of Neurology, Shandong Provincial Hospital, Shandong University, Jinan, China
- Department of Neurology, Jining No. 1 People’s Hospital, Jining, China
| | - Long Tian
- Department of Neurology, Shandong Provincial Hospital Affiliated to Shandong First Medical University, Jinan, China
| | - Shumei Yao
- Department of Neurology, Shandong Provincial Hospital, Shandong University, Jinan, China
| | - Fengyue Han
- Department of Neurology, Shandong Provincial Hospital, Shandong University, Jinan, China
| | - Shenna Niu
- Department of Neurology, Shandong Provincial Hospital Affiliated to Shandong First Medical University, Jinan, China
| | - Chuanqiang Qu
- Department of Neurology, Shandong Provincial Hospital, Shandong University, Jinan, China
- Department of Neurology, Shandong Provincial Hospital Affiliated to Shandong First Medical University, Jinan, China
- *Correspondence: Chuanqiang Qu,
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KARACAN GÖLEN M, YILMAZ OKUYAN D. Is the systemic immune-inflammation index a predictive marker of carotid artery stenosis? JOURNAL OF HEALTH SCIENCES AND MEDICINE 2022. [DOI: 10.32322/jhsm.1052129] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/05/2022] Open
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Zhang H, Zhang J, Li H, Bi Y, Wang L, Li Y. Neutrophil-to-lymphocyte Ratio is Associated with LV Diastolic Dysfunction in the Overt Hyperthyroid Patients. Front Endocrinol (Lausanne) 2022; 13:906947. [PMID: 35909508 PMCID: PMC9329826 DOI: 10.3389/fendo.2022.906947] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 03/29/2022] [Accepted: 06/23/2022] [Indexed: 11/13/2022] Open
Abstract
BACKGROUND Recent studies have shown that the neutrophil-to-lymphocyte ratio (NLR) has gradually been identified as a more reliable marker of inflammation, with predictive value for the development of many diseases. However, its association with left ventricular (LV) diastolic dysfunction in overt hyperthyroid patients is unclear. Here, we aimed to explore the relationship between NLR and LV diastolic dysfunction in overt hyperthyroid patients. METHODS For this study, we retrospected the consecutive medical files of 350 overt hyperthyroid patients. Their medical data and laboratory findings were recorded. According to the presence or absence of LV diastolic dysfunction, the patients with overt hyperthyroidism were divided into two groups. One group with LV diastolic dysfunction included 104 patients and another group with non-LV diastolic dysfunction included 246 patients. The NLR values between the two groups were compared, and the relationship between NLR levels and the prevalence of LV diastolic dysfunction was also explored. RESULTS The NLR value in LV diastolic dysfunction group in the overt hyperthyroid subjects was significantly higher than that in non-LV diastolic dysfunction group [1.100 (0.907-1.580) vs 1.000 (0.761-1.405), P=0.016]. The prevalence of LV diastolic dysfunction in Low- (NLR<0.879), Medium- (0.879< NLR<1.287), and High- (NLR >1.287) NLR level groups were 20.9%, 32.5% and 35.7% respectively. Moreover, increased NLR is associated with increased prevalence of LV diastolic dysfunction, and after adjustment for potential associated factors, NLR remained significantly associated with LV diastolic dysfunction. (OR = 11.753, 95%CI = 1.938-71.267, P = 0.007). CONCLUSIONS Our findings demonstrated that the NLR was associated with LV diastolic dysfunction in the overt hyperthyroid patients, and the prevalence of LV diastolic dysfunction may be positively correlated with NLR levels.
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Affiliation(s)
- Huan Zhang
- Department of Endocrinology, Union Hospital, Tongji Medical College, Huazhong University of Science and Technology, Wuhan, China
- Hubei Provincial Clinical Research Center for Diabetes and Metabolic Disorders, Wuhan, China
| | - Jiaoyue Zhang
- Department of Endocrinology, Union Hospital, Tongji Medical College, Huazhong University of Science and Technology, Wuhan, China
- Hubei Provincial Clinical Research Center for Diabetes and Metabolic Disorders, Wuhan, China
| | - Huan Li
- Department of Endocrinology, Union Hospital, Tongji Medical College, Huazhong University of Science and Technology, Wuhan, China
- Department of Ultrasound, Union Hospital, Tongji Medical College, Huazhong University of Science and Technology, Wuhan, China
| | - Yaqiong Bi
- Department of Endocrinology, Union Hospital, Tongji Medical College, Huazhong University of Science and Technology, Wuhan, China
- Hubei Provincial Clinical Research Center for Diabetes and Metabolic Disorders, Wuhan, China
| | - Linfang Wang
- Department of Gastrointestinal Surgery, Union Hospital, Tongji Medical College, Huazhong University of Science and Technology, Wuhan, China
- *Correspondence: Yuming Li, ; Linfang Wang,
| | - Yuming Li
- Department of Endocrinology, Union Hospital, Tongji Medical College, Huazhong University of Science and Technology, Wuhan, China
- Hubei Provincial Clinical Research Center for Diabetes and Metabolic Disorders, Wuhan, China
- *Correspondence: Yuming Li, ; Linfang Wang,
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10
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Ruan W, Wang M, Sun C, Yao J, Ma Y, Ma H, Ding J, Lian X. Correlation between neutrophil-to-lymphocyte ratio and stability of carotid plaques. Clin Neurol Neurosurg 2021; 212:107055. [PMID: 34844159 DOI: 10.1016/j.clineuro.2021.107055] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/22/2021] [Revised: 11/05/2021] [Accepted: 11/16/2021] [Indexed: 11/03/2022]
Abstract
OBJECTIVE The neutrophil-to-lymphocyte ratio (NLR) has been proved to be a strong predictor of carotid atherosclerotic plaque, but the correlation between NLR and the stability of carotid plaque is not clear. Thus we conducted a study to evaluate the correlation between NLR and the stability of carotid atherosclerotic plaque, and to develop a new evaluation scale for rapid clinical evaluation of carotid plaque stability. METHODS We recruited 528 patients with acute anterior circulation ischemic stroke who were in accordance with extracranial and intracranial large artery atherosclerosis of Chinese ischemic stroke subtype. Blood routine examination and carotid ultrasound examination were performed on admission. According to the ultrasonic characteristics, the patients were divided into plaque stabilization group and plaque instability group. RESULTS There was significant difference in NLR between plaque stability and instability groups (P < 0.001). The risk of plaque instability increased with the increase of NLR (odds ratio (OR), 4.737; 95% confidence interval (CI), 3.404-6.592; P < 0.001). Receiver operating characteristic (ROC) curve showed that the critical point of NLR is 2.55 and the area under the curve (AUC) was 0.782 (95%CI, 0.740-0.823; P < 0.001). The best cut-off value of the evaluation scale was ≥ 4 points (sensitivity, 0.77; specificity, 0.75; accuracy, 0.76). CONCLUSION There is a correlation between NLR and carotid plaque instability. NLR may be useful as a potential inflammation biomarker indicating the risk of unstable carotid plaques. The new scoring scale is a reliable index to predict the stability of carotid plaque.
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Affiliation(s)
- Wang Ruan
- Department of Neurology, Third Affiliated Hospital, Soochow University, Changzhou 213003, China
| | - Mengmeng Wang
- Department of Neurology, Third Affiliated Hospital, Soochow University, Changzhou 213003, China
| | - Chuxue Sun
- Department of Ultrasonography, Third Affiliated Hospital, Soochow University, Changzhou 213003, China
| | - Jianrong Yao
- Department of Neurology, Third Affiliated Hospital, Soochow University, Changzhou 213003, China
| | - Yazhou Ma
- Department of Neurology, Third Affiliated Hospital, Soochow University, Changzhou 213003, China
| | - Huayi Ma
- Department of Neurology, Shantou Central Hospital, Shantou 515000, China
| | - Jia Ding
- Department of Neurology, Third Affiliated Hospital, Soochow University, Changzhou 213003, China
| | - Xuegan Lian
- Department of Neurology, Third Affiliated Hospital, Soochow University, Changzhou 213003, China.
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11
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King AH, Kim AH, Kwan S, Lee J, Schmaier AH, Kumins NH, Harth KC, Wong VL, Colvard BD, Kashyap VS, Cho JS. Elevated Neutrophil to Lymphocyte Ratio is Associated with Worse Outcomes after Carotid Endarterectomy in Asymptomatic Patients. J Stroke Cerebrovasc Dis 2021; 30:106120. [PMID: 34597986 DOI: 10.1016/j.jstrokecerebrovasdis.2021.106120] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/10/2021] [Revised: 08/23/2021] [Accepted: 09/13/2021] [Indexed: 11/26/2022] Open
Abstract
OBJECTIVE Management of carotid artery stenosis (CAS) remains controversial and proper patient selection critical. Elevated neutrophil to lymphocyte ratio (NLR) has been associated with poor outcomes after vascular procedures. The effect of NLR on outcomes after carotid endarterectomy (CEA) in asymptomatic and symptomatic patients is assessed. MATERIALS AND METHODS A retrospective review was conducted of all patients between 2010 and 2018 with carotid stenosis >70% as defined by CREST 2 criteria. A total of 922 patients were identified, of whom 806 were treated with CEA and 116 non-operatively with best medical therapy (BMT). Of patients undergoing CEA, 401 patients (290 asymptomatic [aCEA], 111 symptomatic [sCEA]) also had an available NLR calculated from a complete blood count with differential. All patients treated with BMT were asymptomatic and had a baseline NLR available. Kaplan-Meier analysis assessed composite ipsilateral stroke or death over 3 years. RESULTS In sCEA group, the 3-year composite stroke/death rates did not differ between NLR < 3.0 (22.9%) vs NLR > 3.0 (38.1%) (P=.10). In aCEA group, patients with a baseline NLR >3.0 had an increased risk of 3-year stroke/death (42.6%) compared to both those with NLR <3.0 (9.3%, P<.0001) and those treated with BMT (23.6%, P=.003). In patients with NLR <3.0, aCEA showed a superior benefit over BMT with regard to stroke or death (9.3% vs. 26.2%, P=.02). However, in patients with NLR >3.0, there was no longer a benefit to prophylactic CEA compared to BMT (42.6% vs. 22.2%, P=.05). Multivariable analysis identified NLR >3.0 (HR, 3.23; 95% CI, 1.93-5.42; P<.001) and congestive heart failure (HR, 2.18; 95% CI, 1.33-3.58; P=.002) as independent risk factors for stroke/death in patients with asymptomatic carotid artery stenosis. CONCLUSIONS NLR >3.0 is associated with an increased risk of late stroke/death after prophylactic CEA for asymptomatic carotid artery stenosis, with benefits not superior to BMT. NLR may be used to help with selecting asymptomatic patients for CEA. The effect of NLR and outcomes in symptomatic patients requires further study. Better understanding of the mechanism(s) for NLR elevation and medical intervention strategies are needed to modulate outcome risk in these patients.
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Affiliation(s)
- Alexander H King
- Division of Vascular Surgery and Endovascular Therapy, Department of Surgery, Case Western Reserve University School of Medicine, University Hospitals Cleveland Medical Center, Cleveland, OH, United States
| | - Ann H Kim
- Division of Vascular Surgery and Endovascular Therapy, Department of Surgery, Case Western Reserve University School of Medicine, University Hospitals Cleveland Medical Center, Cleveland, OH, United States
| | - Stephen Kwan
- Division of Vascular Surgery and Endovascular Therapy, Department of Surgery, Case Western Reserve University School of Medicine, University Hospitals Cleveland Medical Center, Cleveland, OH, United States
| | - Jasmine Lee
- Division of Vascular Surgery and Endovascular Therapy, Department of Surgery, Case Western Reserve University School of Medicine, University Hospitals Cleveland Medical Center, Cleveland, OH, United States
| | - Alvin H Schmaier
- Division of Hematology/Oncology, Department of Medicine, Case Western Reserve University School of Medicine, University Hospitals Cleveland Medical Center, Cleveland, OH, United States
| | - Norman H Kumins
- Division of Vascular Surgery and Endovascular Therapy, Department of Surgery, Case Western Reserve University School of Medicine, University Hospitals Cleveland Medical Center, Cleveland, OH, United States
| | - Karem C Harth
- Division of Vascular Surgery and Endovascular Therapy, Department of Surgery, Case Western Reserve University School of Medicine, University Hospitals Cleveland Medical Center, Cleveland, OH, United States
| | - Virginia L Wong
- Division of Vascular Surgery and Endovascular Therapy, Department of Surgery, Case Western Reserve University School of Medicine, University Hospitals Cleveland Medical Center, Cleveland, OH, United States
| | - Benjamin D Colvard
- Division of Vascular Surgery and Endovascular Therapy, Department of Surgery, Case Western Reserve University School of Medicine, University Hospitals Cleveland Medical Center, Cleveland, OH, United States
| | - Vikram S Kashyap
- Division of Vascular Surgery and Endovascular Therapy, Department of Surgery, Case Western Reserve University School of Medicine, University Hospitals Cleveland Medical Center, Cleveland, OH, United States
| | - Jae S Cho
- Division of Vascular Surgery and Endovascular Therapy, Department of Surgery, Case Western Reserve University School of Medicine, University Hospitals Cleveland Medical Center, Cleveland, OH, United States.
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12
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Dettori P, Paliogiannis P, Pascale RM, Zinellu A, Mangoni AA, Pintus G. Blood Cell Count Indexes of Systemic Inflammation in Carotid Artery Disease: Current Evidence and Future Perspectives. Curr Pharm Des 2021; 27:2170-2179. [PMID: 33355049 DOI: 10.2174/1381612826666201222155630] [Citation(s) in RCA: 6] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/26/2020] [Accepted: 11/10/2020] [Indexed: 11/22/2022]
Abstract
Carotid artery disease is commonly encountered in clinical practice and accounts for approximately 30% of ischemic strokes in the general population. Numerous biomarkers have been investigated as predictors of the onset and progression of carotid disease, the occurrence of cerebrovascular complications, and overall prognosis. Among them, blood cell count (BCC) indexes of systemic inflammation might be particularly useful, from a pathophysiological and clinical point of view, given the inflammatory nature of the atherosclerotic process. The aim of this review is to discuss the available evidence regarding the role of common BCC indexes, such as the neutrophil to lymphocyte ratio (NLR), monocyte to lymphocyte ratio (MLR), platelet to lymphocyte ratio (PLR), mean platelet volume (MPV), platelet distribution width (PDW), and red cell distribution width (RDW), in the diagnosis and risk stratification of carotid artery disease, and their potential clinical applications.
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Affiliation(s)
| | - Panagiotis Paliogiannis
- Department of Medical, Surgical and Experimental Sciences, University of Sassari, Sassari, Italy
| | - Rosa M Pascale
- Department of Medical, Surgical and Experimental Sciences, University of Sassari, Sassari, Italy
| | - Angelo Zinellu
- Department of Biomedical Sciences, University of Sassari, Sassari, Italy
| | - Arduino A Mangoni
- Department of Clinical Pharmacology, College of Medicine and Public Health, Flinders University, Adelaide, Australia
| | - Gianfranco Pintus
- Department of Biomedical Sciences, University of Sassari, Sassari, Italy
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13
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Ösken A, Öz A, Keskin M, Akdeniz E, Şahan H, Şişman SB, Çam N, Şahin S. The association between neutrophil-to-lymphocyte ratio and contrast-induced acute kidney injury in patients with carotid artery stenting. Vascular 2021; 29:550-555. [PMID: 33951973 DOI: 10.1177/17085381211012562] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/15/2022]
Abstract
OBJECTIVES Contrast-induced acute kidney injury (CI-AKI) is a life-threatening complication that leads to comorbidities and prolonged hospital stay lengths in the setting of peripheral interventions. The presence of some CI-AKI risk factors has already been investigated. In this study, we evaluated the predictors of CI-AKI after carotid artery stenting. METHODS A total of 389 patients with 50% to 99% carotid artery stenosis who underwent carotid artery stenting were included in this study. Patients were grouped according to CI-AKI status. RESULTS CI-AKI developed in 26 (6.6%) patients. Age, baseline creatinine level, neutrophil-to-lymphocyte ratio and platelet-to-lymphocyte ratio were higher and estimated glomerular filtration rate, haemoglobin and lymphocyte count were lower in CI-AKI patients. In the multivariate regression analysis, the neutrophil-to-lymphocyte ratio triggered a 1.39- to 2.63-fold increase in the risk of CI-AKI onset (p < 0.001). CONCLUSIONS The neutrophil-to-lymphocyte ratio may be a significant predictor of CI-AKI in patients with carotid artery stenting and higher neutrophil-to-lymphocyte ratio values may be independently associated with CI-AKI.
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Affiliation(s)
- Altuğ Ösken
- Department of Cardiology, Siyami Ersek Thoracic and Cardiovascular Surgery Centre, Training and Research Hospital, Istanbul, Turkey
| | - Ahmet Öz
- Department of Cardiology, Siyami Ersek Thoracic and Cardiovascular Surgery Centre, Training and Research Hospital, Istanbul, Turkey.,Department of Cardiology, Istanbul Training and Research Hospital, Istanbul, Turkey
| | - Muhammed Keskin
- Department of Cardiology, Siyami Ersek Thoracic and Cardiovascular Surgery Centre, Training and Research Hospital, Istanbul, Turkey.,Department of Cardiology, Sultan 2. Abdulhamid Han Training and Research Hospital, Istanbul, Turkey
| | - Evliya Akdeniz
- Department of Cardiology, Siyami Ersek Thoracic and Cardiovascular Surgery Centre, Training and Research Hospital, Istanbul, Turkey.,Department of Cardiology, Başkent University, Faculty of Medicine, Istanbul, Turkey
| | - Hasan Şahan
- Department of Radiology, Siyami Ersek Thoracic and Cardiovascular Surgery Centre, Training and Research Hospital, Istanbul, Turkey
| | - Seviye Bora Şişman
- Department of Radiology, Siyami Ersek Thoracic and Cardiovascular Surgery Centre, Training and Research Hospital, Istanbul, Turkey
| | - Neşe Çam
- Department of Cardiology, Siyami Ersek Thoracic and Cardiovascular Surgery Centre, Training and Research Hospital, Istanbul, Turkey
| | - Sinan Şahin
- Department of Radiology, Siyami Ersek Thoracic and Cardiovascular Surgery Centre, Training and Research Hospital, Istanbul, Turkey
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14
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Shimonaga K, Matsushige T, Takahashi H, Hashimoto Y, Yoshiyama M, Ono C, Sakamoto S. Peptidylarginine Deiminase 4 as a Possible Biomarker of Plaque Instability in Carotid Artery Stenosis. J Stroke Cerebrovasc Dis 2021; 30:105816. [PMID: 33906071 DOI: 10.1016/j.jstrokecerebrovasdis.2021.105816] [Citation(s) in RCA: 9] [Impact Index Per Article: 3.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/21/2021] [Revised: 04/04/2021] [Accepted: 04/05/2021] [Indexed: 10/21/2022] Open
Abstract
BACKGROUND AND PURPOSE Neutrophil extracellular traps (NETs) exhibit pro-inflammatory and pro-thrombotic properties. However, they have only been reported as important regulators in atherosclerosis, especially in atherothrombosis. We investigated the presence of NETs and plaque instability in patients with carotid artery stenosis. MATERIAL AND METHODS A total of 39 consecutive patients with carotid artery stenosis were evaluated. All patients underwent carotid artery stenting (CAS) with dual protection (simultaneous flow reversal + distal filter) and blood aspiration as a method of distal embolism prevention. Local arterial blood was aspirated at the stent site and peptidylarginine deiminase 4 (PAD4), which is essential for the formation of NETs, was measured. The relationships between PAD4 and the patient profile, blood examination and plaque data were investigated. RESULTS The mean value of PAD4 in local arterial blood in CAS was 0.5 ng/ml. Bivariate analysis demonstrated that PAD4 was associated with the neutrophil to lymphocyte ratio (p = 0.007), high-density lipoprotein (p = 0.02), triglycerides to high-density lipoprotein ratio (p = 0.007), ulceration (p = 0.02) and plaque contrast enhancement on T1 black blood imaging (p = 0.03). In multiple linear regression analyses, PAD4 was correlated with the neutrophil to lymphocyte ratio (p = 0.01) and ulceration (p = 0.01, cut-off value: 0.49 odds ratio: 19.3). CONCLUSIONS PAD4, representative of the presence of NETs, was high in carotid plaques with unstable features. The neutrophil to lymphocyte ratio in peripheral blood was suggested to be a biomarker of vulnerable plaques. Elucidating the role of NETs may aid in clarifying factors that promote the instability of carotid plaques.
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Affiliation(s)
- Koji Shimonaga
- Department of Neurosurgery and Interventional Neuroradiology, Hiroshima City Asa Citizens Hospital, 2-1-1 Kabeminami, Asakitaku, 731 0293 Hiroshima, Japan.
| | - Toshinori Matsushige
- Department of Neurosurgery and Interventional Neuroradiology, Hiroshima City Asa Citizens Hospital, 2-1-1 Kabeminami, Asakitaku, 731 0293 Hiroshima, Japan; Department of Neurosurgery, Graduate School of Biomedical and Health Sciences, Hiroshima University, Hiroshima, Japan.
| | - Hiroki Takahashi
- Department of Neurosurgery and Interventional Neuroradiology, Hiroshima City Asa Citizens Hospital, 2-1-1 Kabeminami, Asakitaku, 731 0293 Hiroshima, Japan.
| | - Yukishige Hashimoto
- Department of Neurosurgery and Interventional Neuroradiology, Hiroshima City Asa Citizens Hospital, 2-1-1 Kabeminami, Asakitaku, 731 0293 Hiroshima, Japan.
| | - Michitsura Yoshiyama
- Department of Neurosurgery and Interventional Neuroradiology, Hiroshima City Asa Citizens Hospital, 2-1-1 Kabeminami, Asakitaku, 731 0293 Hiroshima, Japan.
| | - Chiaki Ono
- Department of Radiology, Hiroshima City Asa Citizens Hospital, Hiroshima, Japan.
| | - Shigeyuki Sakamoto
- Department of Neurosurgery, Graduate School of Biomedical and Health Sciences, Hiroshima University, Hiroshima, Japan.
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15
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Chan KL, Feng X, Ip B, Huang S, Ma SH, Fan FSY, Ip HL, Huang L, Mok VCT, Soo YOY, Leung TW, Leng X. Elevated Neutrophil to Lymphocyte Ratio Associated With Increased Risk of Recurrent Vascular Events in Older Minor Stroke or TIA Patients. Front Aging Neurosci 2021; 13:646961. [PMID: 33958997 PMCID: PMC8093519 DOI: 10.3389/fnagi.2021.646961] [Citation(s) in RCA: 4] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/28/2020] [Accepted: 03/29/2021] [Indexed: 12/14/2022] Open
Abstract
Background The risk of recurrent stroke following a minor stroke or transient ischemic attack (TIA) is high, when inflammation might play an important role. We aimed to evaluate the value of neutrophil to lymphocyte ratio (NLR) in predicting composite cardiovascular events in patients with minor stroke and TIA. Methods Consecutive patients with acute minor stroke or TIA admitted within 24 h of symptoms onset during a 5-year period in a prospective stroke registry were analyzed. We calculated the NLR dividing absolute neutrophil count by absolute lymphocyte count tested within 24 h of admission. NLR ≥4th quartile was defined as high NLR. A composite outcome was defined as stroke, acute coronary syndrome or vascular death within 1 year. We investigated associations between NLR and the composite outcome in univariate and multivariate analyses, among all patients and in those aged over 60 years (i.e., older patients). Results Overall, 841 patients (median age 68 years; 60.4% males) were recruited. No significant independent association was found between NLR and the composite outcome in multivariate analysis in the overall cohort. Among the 612 older patients (median age 73 years; 59.2% males), the median NLR was 2.76 (interquartile range 1.96-4.00) and 148 (24.2%) patients had high NLR. The composite outcome occurred in 77 (12.6%) older patients, who were more likely to have a high NLR (39.0% versus 22.1%; p = 0.001) than those without a composite outcome. In multivariate logistic regression, high NLR (adjusted odds ratio 2.00; 95% confidence interval 1.07-3.75; p = 0.031) was independently associated with the composite outcome in older patients. Conclusion In older (aged ≥60 years) patients with acute minor stroke or TIA, a higher NLR, a marker of systemic inflammation that can be easily obtained in routine blood tests, is an independent predictor of subsequent cardiovascular events.
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Affiliation(s)
- Ka Lung Chan
- Department of Medicine and Therapeutics, The Chinese University of Hong Kong, Hong Kong, China.,Department of Neurology, The First Affiliated Hospital, Jinan University, Guangzhou, China
| | - Xueyan Feng
- Department of Medicine and Therapeutics, The Chinese University of Hong Kong, Hong Kong, China.,Department of Neurology, Beijing Tiantan Hospital, Capital Medical University, Beijing, China
| | - Bonaventure Ip
- Department of Medicine and Therapeutics, The Chinese University of Hong Kong, Hong Kong, China
| | - Shangmeng Huang
- Department of Medicine and Therapeutics, The Chinese University of Hong Kong, Hong Kong, China.,Department of Geriatrics, The First Affiliated Hospital of Xiamen University, Xiamen, China
| | - Sze Ho Ma
- Department of Medicine and Therapeutics, The Chinese University of Hong Kong, Hong Kong, China
| | - Florence S Y Fan
- Department of Medicine and Therapeutics, The Chinese University of Hong Kong, Hong Kong, China
| | - Hing Lung Ip
- Department of Medicine and Therapeutics, The Chinese University of Hong Kong, Hong Kong, China
| | - Li'an Huang
- Department of Neurology, The First Affiliated Hospital, Jinan University, Guangzhou, China
| | - Vincent C T Mok
- Department of Medicine and Therapeutics, The Chinese University of Hong Kong, Hong Kong, China
| | - Yannie O Y Soo
- Department of Medicine and Therapeutics, The Chinese University of Hong Kong, Hong Kong, China
| | - Thomas W Leung
- Department of Medicine and Therapeutics, The Chinese University of Hong Kong, Hong Kong, China
| | - Xinyi Leng
- Department of Medicine and Therapeutics, The Chinese University of Hong Kong, Hong Kong, China
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16
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Huang LY, Sun FR, Yin JJ, Ma YH, Li HQ, Zhong XL, Yu JT, Song JH, Tan L. Associations of the neutrophil to lymphocyte ratio with intracranial artery stenosis and ischemic stroke. BMC Neurol 2021; 21:56. [PMID: 33546646 PMCID: PMC7863476 DOI: 10.1186/s12883-021-02073-3] [Citation(s) in RCA: 4] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/06/2020] [Accepted: 01/24/2021] [Indexed: 12/17/2022] Open
Abstract
Background The neutrophil-to-lymphocyte ratio (NLR) has emerged as an inflammatory marker. However, the associations of NLR with intracranial artery stenosis (ICAS) and ischemic stroke remain unclear. This study aimed to examine the associations of NLR with ICAS and ischemic stroke among a large and high-risk population. Methods Participants with records of clinical characteristics were prospectively recruited from the Neurology Department and Health & Physical Examination Center of Qingdao Municipal Hospital. Logistic regression analysis was used to examine the associations of NLR with ICAS and ischemic stroke. Moreover, we also conducted parametric mediation analysis to estimate the effect of NLR on the risk of ischemic stroke mediated through ICAS. Results A total of 2989 participants were enrolled in this study. After adjusting for covariates, NLR (OR = 1.125, 95%CI 1.070–1.183) and ICAS (OR = 1.638, 95%CI 1.364–1.967) were significantly associated with ischemic stroke. Compared with the first quartile NLR, the second, third and fourth quartiles NLR were independent risk predictors for ischemic stroke (P for trend < 0.001); the third and fourth quartiles were independent predictors for ICAS (P for trend < 0.001). The mediation analysis showed that ICAS partially mediated the association between NLR and ischemic stroke, accounting for 14.4% of the total effect (P < 0.001). Conclusions NLR was significantly associated with ICAS and ischemic stroke. Besides, ICAS partially mediated the association between NLR and ischemic stroke.
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Affiliation(s)
- Liang-Yu Huang
- Department of Neurology, Qingdao Municipal Hospital, Qingdao University, Qingdao, 266071, China
| | - Fu-Rong Sun
- Department of Neurology, Qingdao Municipal Hospital, Qingdao University, Qingdao, 266071, China
| | - Jian-Jun Yin
- Department of Neurology, Qingdao Hiser Hospital, Qingdao University, Qingdao, China
| | - Ya-Hui Ma
- Department of Neurology, Qingdao Municipal Hospital, Qingdao University, Qingdao, 266071, China
| | - Hong-Qi Li
- Department of Neurology and Institute of Neurology, Huashan Hospital, Shanghai Medical College, Fudan University, 12th Wulumuqi Zhong Road, Shanghai, 200040, China
| | - Xiao-Ling Zhong
- Department of Neurology, Qingdao Central Hospital, Qingdao University, Qingdao, China
| | - Jin-Tai Yu
- Department of Neurology and Institute of Neurology, Huashan Hospital, Shanghai Medical College, Fudan University, 12th Wulumuqi Zhong Road, Shanghai, 200040, China.
| | - Jing-Hui Song
- Department of Neurology, The Affiliated Hospital of Qingdao University, Qingdao, China.
| | - Lan Tan
- Department of Neurology, Qingdao Municipal Hospital, Qingdao University, Qingdao, 266071, China.
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17
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Li B, Lai X, Yan C, Jia X, Li Y. The associations between neutrophil-to-lymphocyte ratio and the Chinese Visceral Adiposity Index, and carotid atherosclerosis and atherosclerotic cardiovascular disease risk. Exp Gerontol 2020; 139:111019. [DOI: 10.1016/j.exger.2020.111019] [Citation(s) in RCA: 9] [Impact Index Per Article: 2.3] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/09/2020] [Revised: 07/01/2020] [Accepted: 07/03/2020] [Indexed: 12/14/2022]
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18
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Wijeratne T, Menon R, Sales C, Karimi L, Crewther S. Carotid artery stenosis and inflammatory biomarkers: the role of inflammation-induced immunological responses affecting the vascular systems. ANNALS OF TRANSLATIONAL MEDICINE 2020; 8:1276. [PMID: 33178808 PMCID: PMC7607082 DOI: 10.21037/atm-20-4388] [Citation(s) in RCA: 10] [Impact Index Per Article: 2.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Subscribe] [Scholar Register] [Indexed: 12/16/2022]
Abstract
The death, disability and economic cost of stroke are enormous. Indeed, among the 16 million people worldwide who suffer a stroke' annually, nearly six million die, and another five million are left permanently disabled making prevention of stroke one of the most important priorities in healthcare. Currently carotid artery stenosis (CS) or narrowing of the common carotid artery (CCA) or internal carotid artery (ICA) due to atherosclerotic plaque, accounts for 20-30% of all ischemic strokes. Atherosclerosis is now regarded as a chronic inflammatory disease in response to vascular compromise especially from hypertension. This has long been known to lead to inflammation and atherosclerotic plaque formation in the blood vessels. This mini-review aims to highlight the role of inflammation and neuro-immunological processes in carotid artery disease. Various cellular elements of inflammation and advanced imaging techniques have been identified as potential markers of plaque progression. Therapies related to decreasing and modulating immune-responsive inflammation in the carotid vessels have been shown to translate into decreased occurrence of acute neurologic events and improvement of clinical outcomes.
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Affiliation(s)
- Tissa Wijeratne
- Department of Neurology, AIMSS, WHCRE level three, Sunshine Hospital and Melbourne Medical School, St Albans, Victoria, Australia.,School of Public health and Psychology, La Trobe University, Bundoora, Victoria, Australia.,Department of Medicine, Faculty of Medicine, Rajarata University, Saliyapura, Anuradhapura, Sri Lanka
| | - Rohit Menon
- Department of Neurology and Stroke Service, Western Health, AIMSS, level 3, WHCRE, Sunshine Hospital, St Albans, Victoria, Australia
| | - Carmela Sales
- Department of Neurology and Stroke Service, Western Health, AIMSS, level 3, WHCRE, Sunshine Hospital, St Albans, Victoria, Australia
| | - Leila Karimi
- School of Psychology and Public Health, La Trobe University, Melbourne, Australia.,Ivane Javakhishvili Tbilisi State University, Tbilisi, Georgia
| | - Sheila Crewther
- School of Psychology and Public Health, La Trobe University, Melbourne, Australia
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19
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Hou D, Wang C, Luo Y, Ye X, Han X, Feng Y, Zhong P, Wu D. Systemic immune-inflammation index (SII) but not platelet-albumin-bilirubin (PALBI) grade is associated with severity of acute ischemic stroke (AIS). Int J Neurosci 2020; 131:1203-1208. [PMID: 32546038 DOI: 10.1080/00207454.2020.1784166] [Citation(s) in RCA: 51] [Impact Index Per Article: 12.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/22/2022]
Abstract
Introduction: Inflammation plays an important role in stroke. Many inflammatory markers in peripheral blood are proved to be associated with stroke severity or prognosis. But few comprehensive models or scales to evaluate the severity of stroke have been reported. Systemic immune-inflammation index (SII) and platelet-albumin-bilirubin (PALBI) grade as new markers of inflammation have shown their positive association with liver cancer. The relation between SII, or PALBI and stroke remains uncertain.Objective: To investigate the relationship between SII, PALBI grade and stroke severity.Methods: Patients with ischemic stroke with hospital admission <24 h after symptom onset were prospectively included in a stroke registry. Demographic, clinical, and laboratory data were collected immediately after admission in all patients. The National Institutes of Health Stroke Scale (NIHSS) was used to assess stroke severity upon admission. Minor stroke was defined as NIHSS score < =5, moderate-to-severe stroke as NIHSS score >5. SII, calculated as platelet × neutrophil/lymphocyte was divided into four groups according to interquartile range: lowest SII (SII < 353.9 × 109/L), low SII (353.9-532.8 × 109/L), high SII (532.8-783.9 × 109/L), and highest SII (>783.9 × 109/L) group.Results: A total of 362 patients with ischemic stroke were included, and between minor and moderate-to-severe stroke significant difference was found in SII (p < 0.0001), NLR (p < 0.0001), and PLR (p = 0.001), respectively. After multivariate regression analyses, SII groups (Odd ratio = 1.351, 95% confidence interval 1.084-1.684, p = 0.007) not PALBI was an independent risk factor for stroke severity.Conclusion: We found that SII but not PALBI, which both are markers of inflammation, was independently associated with stroke severity.
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Affiliation(s)
- Duanlu Hou
- Department of Neurology, The Fifth People's Hospital of Shanghai, Fudan University, Shanghai, China
| | - Chunjie Wang
- Department of Neurology, The Fifth People's Hospital of Shanghai, Fudan University, Shanghai, China.,Jiangchuan Community Health Service Center of Minhang District, Shanghai, China
| | - Yufan Luo
- Department of Neurology, The Fifth People's Hospital of Shanghai, Fudan University, Shanghai, China
| | - Xiaofei Ye
- Department of Health Statistics, Second Military Medical University, Shanghai, China
| | - Xiang Han
- Department of Neurology, The Fifth People's Hospital of Shanghai, Fudan University, Shanghai, China.,Department of Neurology, Huashan Hospital, Fudan University, Shanghai, China
| | - Yanhua Feng
- Department of Neurology, The Fifth People's Hospital of Shanghai, Fudan University, Shanghai, China.,Department of Neurology, Shangri-La People's Hospital, Shangri-La, Yunnan, China
| | - Ping Zhong
- Department of Neurology, Shanghai Traditional Chinese Medicine Integrated Hospital, Shanghai University of Chinese Medicine, Shanghai, China
| | - Danhong Wu
- Department of Neurology, The Fifth People's Hospital of Shanghai, Fudan University, Shanghai, China
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20
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Is elevated monocyte to high-density lipoprotein ratio a predictor of symptomatic plaque in patients with intermediate carotid artery stenosis? ANADOLU KLINIĞI TIP BILIMLERI DERGISI 2020. [DOI: 10.21673/anadoluklin.722754] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/18/2022] Open
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21
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Yazar HO, Yazar T, Aygün A, Kaygisiz Ş, Kirbaş D. Evaluation of simple inflammatory blood parameters in patients with migraine. Ir J Med Sci 2019; 189:677-683. [PMID: 31758522 DOI: 10.1007/s11845-019-02136-y] [Citation(s) in RCA: 16] [Impact Index Per Article: 3.2] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/21/2019] [Accepted: 11/09/2019] [Indexed: 02/06/2023]
Abstract
AIM This study aimed to identify the serum neutrophil/lymphocyte ratio (NLR), monocyte/lymphocyte ratio (MLR), platelet/lymphocyte ratio (PLR), and C-reactive protein (CRP)/albumin (CAR) ratios among patients with diagnosis of migraine according to migraine subtypes (attack/attack-free period, migraine with or without aura, episodic/chronic migraine, family history/no family history) and to collect data to investigate the role of inflammation and oxidative stress in etiology. METHOD The study was completed with 235 patients with migraine diagnosis classified according to the International Classification of Headache Disorders-2013(ICHD) classification and 166 healthy controls. Patients with migraine were assessed during the attack by emergency medicine specialists in the emergency room and in attack-free periods in neurology clinics by neurology specialists. RESULTS Of patients with migraine, 77.02% were female and 22.98% were male. The neutrophil, NLR, PLR, and MLR levels were higher than the control group (p < 0.05). The serum CRP, neutrophil, NLR, MLR, and CAR levels were higher, and albumin and lymphocyte levels were lower during migraine attack periods (p < 0.05). Migraines with aura were observed to have higher serum NLR levels compared to the aura-free patients (p < 0.05). Migraine patients with positive family history were found to have higher NLR levels compared to patients without a family history (p < 0.05). CONCLUSION Although non-specific, serum NLR, MLR, PLR, and CAR levels may be potential biomarkers associated with migraine subtypes with different clinical features such as migraine attack period, migraine with aura, and patients with family history of migraine. Elevated inflammatory markers may indicate the severity of disease.
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Affiliation(s)
- Hülya Olgun Yazar
- Ordu University Education and Research Hospital, Bucak Mh. Ordu Üniversitesi Eğitim Araştırma Hastanesi, Pk:52200 Merkez, Ordu, Turkey.
| | | | - Ali Aygün
- Department of Emergency Medicine, Faculty of Medicine, Ordu University Ordu, Ordu, Turkey
| | - Şükran Kaygisiz
- Ordu University Education and Research Hospital, Bucak Mh. Ordu Üniversitesi Eğitim Araştırma Hastanesi, Pk:52200 Merkez, Ordu, Turkey
| | - Dursun Kirbaş
- İstanbul Yeni Yüzyıl University Gaziosmanpaşa Hospital, İstanbul, Turkey
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22
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Raffort J, Lareyre F. Regarding "The association between platelet/lymphocyte ratio, neutrophil/lymphocyte ratio, and carotid artery stenosis and stroke following carotid endarterectomy". Vascular 2019; 28:3-4. [PMID: 31584349 DOI: 10.1177/1708538119880389] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/16/2022]
Affiliation(s)
- Juliette Raffort
- Clinical Chemistry Laboratory, University Hospital of Nice, Nice, France.,CHU, Inserm U1065, C3M, Université Côte d'Azur, Nice, France
| | - Fabien Lareyre
- CHU, Inserm U1065, C3M, Université Côte d'Azur, Nice, France.,Department of Vascular Surgery, University Hospital of Nice, Nice, France
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23
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Song SY, Zhao XX, Rajah G, Hua C, Kang RJ, Han YP, Ding YC, Meng R. Clinical Significance of Baseline Neutrophil-to-Lymphocyte Ratio in Patients With Ischemic Stroke or Hemorrhagic Stroke: An Updated Meta-Analysis. Front Neurol 2019; 10:1032. [PMID: 31636598 PMCID: PMC6787274 DOI: 10.3389/fneur.2019.01032] [Citation(s) in RCA: 72] [Impact Index Per Article: 14.4] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/23/2019] [Accepted: 09/11/2019] [Indexed: 01/13/2023] Open
Abstract
Background and purpose: Stroke is a leading cause of death and acquired disability in adults today. Inflammation plays an important role in the pathophysiology of stroke. The peripheral neutrophil-to-lymphocyte ratio (NLR) is an important global inflammatory indicator becoming more mainstream in stroke care. This meta-analysis aims to evaluate the relationship between the baseline NLR and acute ischemic and hemorrhagic stroke, as well as define the clinical significance of NLR in subtypes of ischemic stroke. Methods: This meta-analysis was registered in PROSPERO with the number CRD42018105305. We went through relevant articles from PubMed Central (PMC) and EMBASE. Prospective and retrospective studies were included if related to baseline NLR levels prior to treatment in patients with ischemic or hemorrhagic stroke. Studies were identified up until April 2019. The cutoff value for NLR and the sources of odds ratios (ORs)/risk ratios (RRs) were measured. Modified Rankin Scale (mRS) was used to investigate the outcomes during clinical follow-up. Predefined criteria were used to evaluate the risk of bias in eligible studies. P-values < 0.05 were considered statistically significant. STATA version 14.0 (STATA, College Station, TX) was used in all statistical analyses. Results: Thirty-seven studies with 43,979 individuals were included in the final analysis. Higher NLR levels were correlated with increased risk of ischemic stroke (ORs/RRs = 1.609; 95% CI = 1.283-2.019), unfavorable functional outcome at 3 months (ORs/RRs = 1.851; 95% CI = 1.325-2.584), and increased mortality in patients with ischemic stroke (ORs/RRs = 1.068; 95% CI = 1.027-1.111). While in terms of hemorrhagic stroke (including SAH and ICH), elevated NLR levels only had deleterious effects on mortality (ORs/RRs = 1.080; 95% CI = 1.018-1.146). Conclusions: Baseline NLR level is a promising predictor of the clinical outcomes in both ischemic and hemorrhagic stroke. In addition, elevated NLR is also associated with a high risk of ischemic stroke occurrence. However, future studies are needed to demonstrate the underlying mechanisms and further explain this association.
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Affiliation(s)
- Si-Ying Song
- Department of Neurology, Xuanwu Hospital, Capital Medical University, Beijing, China.,Advanced Center of Stroke, Beijing Institute for Brain Disorders, Beijing, China.,Department of China-America Institute of Neuroscience, Xuanwu Hospital, Capital Medical University, Beijing, China
| | - Xiao-Xi Zhao
- Department of Neurology, Xuanwu Hospital, Capital Medical University, Beijing, China
| | - Gary Rajah
- Department of Neurosurgery, Wayne State University School of Medicine, Detroit, MI, United States.,Department of Neurosurgery, Jacobs School of Medicine and Biomedical Sciences, University at Buffalo, Buffalo, NY, United States.,Department of Neurosurgery, Gates Vascular Institute at Kaleida Health, Buffalo, NY, United States
| | - Chang Hua
- Department of Cardiology, Anzhen Hospital, Capital Medical University, Beijing, China
| | - Rui-Jun Kang
- Department of Ultrasonography, Tiantan Hospital, Capital Medical University, Beijing, China
| | - Yi-Peng Han
- School of Basic Medical Sciences, Capital Medical University, Beijing, China
| | - Yu-Chuan Ding
- Department of Neurosurgery, Wayne State University School of Medicine, Detroit, MI, United States
| | - Ran Meng
- Department of Neurology, Xuanwu Hospital, Capital Medical University, Beijing, China.,Advanced Center of Stroke, Beijing Institute for Brain Disorders, Beijing, China.,Department of China-America Institute of Neuroscience, Xuanwu Hospital, Capital Medical University, Beijing, China
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Gong P, Xie Y, Jiang T, Liu Y, Wang M, Sun H, Zhang S, Zhang Y, Zhang X, Zhou J. Neutrophil-lymphocyte ratio predicts post-thrombolysis early neurological deterioration in acute ischemic stroke patients. Brain Behav 2019; 9:e01426. [PMID: 31566920 PMCID: PMC6790313 DOI: 10.1002/brb3.1426] [Citation(s) in RCA: 19] [Impact Index Per Article: 3.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 03/29/2019] [Revised: 09/01/2019] [Accepted: 09/08/2019] [Indexed: 12/22/2022] Open
Abstract
BACKGROUND AND PURPOSE Intravenous thrombolysis (IVT) has become the standard treatment for acute ischemic stroke within 4.5 hr after symptoms onset. However, a fraction of patients would develop early neurological deterioration (END) after IVT. The aim of our study was to explore the utility of neutrophil-lymphocyte ratio (NLR) in predicting END. METHODS From October 2016 to March 2018, 342 consecutive patients with thrombolytic therapy were prospectively enrolled in this study. Blood cell counts were sampled in stroke emergency room before IVT. END was defined as a National Institutes of Health Stroke Scale score increase of ≥4 points within 24 hr after IVT. Multiple regression analysis was used to investigate the potential risk factors of END. We also performed receiver operating characteristic curve analysis and nomogram analysis to assess the overall discriminative ability of the NLR in predicting END. RESULTS Of the 342 patients, 86 (25.1%) participants were identified with END. Univariate logistic regression analysis demonstrated that patients with NLR in the third tertile, compared with the first tertile, were more likely to have END (odds ratio, 9.783; 95% confidence interval [CI], 4.847-19.764; p = .001). The association remained significant even after controlled for potential confounders. Also, a cutoff value of 4.43 for NLR was detected in predicting post-thrombolysis END with a sensitivity of 70.9% and a specificity of 79.3% (area under curve, 0.779; 95% CI, 0.731-0.822). Furthermore, our established nomogram indicated that higher NLR was an indicator of post-thrombolysis END (c-index was 0.789, p < .001). CONCLUSIONS This study showed that elevated level of NLR may predict post-thrombolysis END in ischemic stroke patients.
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Affiliation(s)
- Pengyu Gong
- Department of Neurology, Nanjing First Hospital, Nanjing Medical University, Nanjing, China
| | - Yi Xie
- Department of Neurology, Jinling Hospital, Medical School of Nanjing University, Nanjing, China
| | - Teng Jiang
- Department of Neurology, Nanjing First Hospital, Nanjing Medical University, Nanjing, China
| | - Yukai Liu
- Department of Neurology, Nanjing First Hospital, Nanjing Medical University, Nanjing, China
| | - Meng Wang
- Department of Neurology, Nanjing First Hospital, Nanjing Medical University, Nanjing, China
| | - Huanhuan Sun
- Department of Neurology, Nanjing First Hospital, Nanjing Medical University, Nanjing, China
| | - Shuting Zhang
- Department of Neurology, Nanjing First Hospital, Nanjing Medical University, Nanjing, China
| | - Yingdong Zhang
- Department of Neurology, Nanjing First Hospital, Nanjing Medical University, Nanjing, China
| | - Xiaohao Zhang
- Department of Neurology, Second Affiliated Hospital of Nanjing University of Chinese Medicine, Nanjing, China
| | - Junshan Zhou
- Department of Neurology, Nanjing First Hospital, Nanjing Medical University, Nanjing, China
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Nam KW, Kim TJ, Lee JS, Park SH, Jeong HB, Yoon BW, Ko SB. Neutrophil-to-lymphocyte ratio predicts early worsening in stroke due to large vessel disease. PLoS One 2019; 14:e0221597. [PMID: 31449547 PMCID: PMC6709913 DOI: 10.1371/journal.pone.0221597] [Citation(s) in RCA: 15] [Impact Index Per Article: 3.0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/30/2019] [Accepted: 08/10/2019] [Indexed: 11/19/2022] Open
Abstract
Background Inflammation plays an important role in atherosclerosis and its complications. Since a dysregulated inflammatory response is associated with early neurological deterioration (END), serum neutrophil-to-lymphocyte ratio (NLR) could be a marker of END as well. Aim In this study, we evaluated the relationship between the serum NLR and END in patients with ischemic stroke due to large-artery atherosclerosis (LAA). Methods We evaluated consecutive patients with ischemic stroke due to LAA between January 2010 and December 2015. END was defined as an increase ≥ 2 on the total NIHSS score or ≥ 1 on the motor NIHSS score within the first 72 hours of admission. The NLR was calculated by dividing the absolute neutrophil count by the absolute lymphocyte count. Results Of the 349 included patients, 18.1% (n = 63) had END events. In multivariate analysis, serum NLR was independently associated with END (adjusted odds ratio, 1.08; 95% confidence interval [1.00–1.16], P = 0.043). Time to admission, and in-situ thrombosis and artery-to-artery embolization mechanisms were also significantly associated with END events. In an analysis of the relationship between serum NLR and vascular lesion burden, serum NLR was positively correlated with both the degree of stenotic lesions (P for trend = 0.006) and the number of vessel stenosis (P for trend = 0.038) in a dose-response manner. We also compared serum NLR by the stroke mechanisms: patients with hypoperfusion or in-situ thrombosis had the highest levels of NLR: however, only those with in-situ thrombosis had significantly higher NLR in the END group compared to the non-END group (P = 0.005). Conclusions Serum NLR levels were associated with END events in patients with ischemic stroke due to LAA. Since NLR was also closely correlated with the underlying vascular lesions, our results indicated clues for mechanisms of END events.
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Affiliation(s)
- Ki-Woong Nam
- Department of Neurology, Seoul National University College of Medicine, Seoul, Korea
- Department of Neurology, Seoul National University Hospital, Seoul, Korea
| | - Tae Jung Kim
- Department of Neurology, Seoul National University College of Medicine, Seoul, Korea
- Department of Neurology, Seoul National University Hospital, Seoul, Korea
| | - Ji Sung Lee
- Clinical Research Center, Asan Medical Center, Seoul, Korea
| | - Soo-Hyun Park
- Department of Neurology, Seoul National University Hospital, Seoul, Korea
| | - Hae-Bong Jeong
- Department of Neurology, Seoul National University Hospital, Seoul, Korea
| | - Byung-Woo Yoon
- Department of Neurology, Seoul National University College of Medicine, Seoul, Korea
- Department of Neurology, Seoul National University Hospital, Seoul, Korea
| | - Sang-Bae Ko
- Department of Neurology, Seoul National University College of Medicine, Seoul, Korea
- Department of Neurology, Seoul National University Hospital, Seoul, Korea
- * E-mail:
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Yi Y, Zhou L, Zuo S, Yin W, Li D, Wang J. Gender-specific association between neutrophil-to-lymphocyte ratio and arterial stiffness in an apparently healthy population undergoing a health examination. Vascular 2019; 27:668-676. [PMID: 31260380 DOI: 10.1177/1708538119840557] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/16/2022]
Abstract
Objective Neutrophil-to-lymphocyte ratio (NLR) value has emerged as a cardiovascular prognostic marker. Although several recent studies suggested NLR was associated with arterial stiffness, it was still controversial. The aim of this study was to investigate the correlation between NLR and arterial stiffness by measuring of brachial-ankle pulse wave velocity (baPWV) in an apparently healthy population. Methods This retrospective study enrolled 5612 participants during the health examinations from 1 October 2007 to 30 September 2011. Arterial stiffness was measured by baPWV. NLR was calculated as the ratio of the absolute neutrophil count to the absolute lymphocyte count in peripheral blood. According to the quartiles of NLR, the patients were categorized into four groups in males and females, respectively. Associations between NLR and baPWV were evaluated using partial correlation and multivariate logistic regression analysis. Results Both female and male subjects with increased arterial stiffness (baPWV ≥ 1400 cm/s) were likely to be older (females: P < 0.001, males: P < 0.001) and have higher systolic blood pressure (females: P < 0.001, males: P < 0.001), diastolic blood pressure (females: P < 0.001, males: P < 0.001), fasting plasma glucose (females: P < 0.001, males: P < 0.001), serum total cholesterol (females: P < 0.001, males: P = 0.028), triglyceride (females: P < 0.001, males: P = 0.031), urea nitrogen (females: P < 0.001, males: P < 0.001) than those without increased arterial stiffness. In addition, compared to those without increased arterial stiffness, body mass index ( P < 0.001), waist circumference ( P < 0.001), low-density lipoproteins cholesterol ( P < 0.001), creatinine ( P < 0.001), uric acid ( P < 0.001) and lymphocytes ( P = 0.001) were higher in females with increased arterial stiffness. However, males with increased arterial stiffness had higher NLR value (2.0 ± 0.7 vs. 2.1 ± 0.9, P < 0.001) and neutrophils (4.3 ± 1.4 vs. 4.5 ± 1.5, P < 0.001) than those without increased arterial stiffness, while the difference was not found in females. ANCOVA showed that males with quartile 3 and quartile 4 of NLR had greater levels of baPWV. NLR was correlated to baPWV in males by partial correlation analysis (r = 0.110, P < 0.001), but not in females. In multiple logistic regression analysis, the quartile 4 of NLR was positively associated with increased arterial stiffness in males (OR = 1.43, 95% confidence intervals [CI]=1.12–1.82, P = 0.004), but there was no obvious correlation in females. Conclusions Our findings suggest that there is a gender difference in the relationship between arterial stiffness and NLR. After adjusting for other confounders, the risk of increased arterial stiffness in apparently healthy adult males (rather than females) is independently associated with the highest quartile of NLR.
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Affiliation(s)
- Yihu Yi
- XiangYa School of Medicine, Central South University, Changsha, P.R. China
| | - Lingyun Zhou
- Department of Pharmacy, The Third Xiangya Hospital, Central South University, Changsha, P.R. China
| | - Shanru Zuo
- Department of Pharmacy, The Third Xiangya Hospital, Central South University, Changsha, P.R. China
| | - Wenjun Yin
- Department of Pharmacy, The Third Xiangya Hospital, Central South University, Changsha, P.R. China
| | - Daiyang Li
- Department of Pharmacy, The Third Xiangya Hospital, Central South University, Changsha, P.R. China
| | - Jianglin Wang
- Department of Pharmacy, The Third Xiangya Hospital, Central South University, Changsha, P.R. China
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High Neutrophil to Lymphocyte Ratio and Platelet to Lymphocyte Ratio are Associated with Symptomatic Internal Carotid Artery Stenosis. J Stroke Cerebrovasc Dis 2019; 28:76-83. [DOI: 10.1016/j.jstrokecerebrovasdis.2018.09.001] [Citation(s) in RCA: 25] [Impact Index Per Article: 5.0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/05/2018] [Revised: 08/18/2018] [Accepted: 09/02/2018] [Indexed: 01/08/2023] Open
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Angkananard T, Anothaisintawee T, McEvoy M, Attia J, Thakkinstian A. Neutrophil Lymphocyte Ratio and Cardiovascular Disease Risk: A Systematic Review and Meta-Analysis. BIOMED RESEARCH INTERNATIONAL 2018; 2018:2703518. [PMID: 30534554 PMCID: PMC6252240 DOI: 10.1155/2018/2703518] [Citation(s) in RCA: 165] [Impact Index Per Article: 27.5] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Received: 06/28/2018] [Revised: 09/13/2018] [Accepted: 10/28/2018] [Indexed: 12/26/2022]
Abstract
OBJECTIVE This systematic review aimed to measure the association between neutrophil lymphocyte ratio (NLR) and cardiovascular disease (CVD) risk. METHODS Relevant studies were identified from Medline and Scopus databases. Observational studies with NLR as a study factor were eligible for review. The outcomes of interest were any type of CVD including acute coronary syndrome, coronary artery disease, stroke, or a composite of these cardiovascular events. Mean differences in NLR between CVD and non-CVD patients were pooled using unstandardized mean difference (USMD). Odds ratios of CVD between high and low NLR groups were pooled using a random effects model. RESULTS Thirty-eight studies (n=76,002) were included. High NLR was significantly associated with the risks of CAD, ACS, stroke, and composite cardiovascular events with pooled ORs of 1.62 (95% CI: 1.38-1.91), 1.64 (95% CI: 1.30, 2.05), 2.36 (95% CI: 1.44, 2.89), and 3.86 (95% CI: 1.73, 8.64), respectively. In addition, mean NLRs in CAD, ACS, and stroke patients were significantly higher than in control groups. CONCLUSION High NLR was associated with CAD, ACS, stroke, and composite cardiovascular events. Therefore, NLR may be a useful CVD biomarker.
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Affiliation(s)
- Teeranan Angkananard
- Section for Clinical Epidemiology and Biostatistics, Faculty of Medicine, Ramathibodi Hospital, Mahidol University, Bangkok, Thailand
- Division of Cardiovascular Medicine, Department of Medicine, Faculty of Medicine, HRH Princess Maha Chakri Sirindhorn Medical Center, Srinakharinwirot University, Nakhon Nayok, Thailand
| | - Thunyarat Anothaisintawee
- Department of Family Medicine, Faculty of Medicine, Ramathibodi Hospital, Mahidol University, Bangkok, Thailand
| | - Mark McEvoy
- Center for Clinical Epidemiology and Biostatistics, The School of Medicine and Public Health, The University of Newcastle, Newcastle, NSW, Australia
| | - John Attia
- Center for Clinical Epidemiology and Biostatistics, The School of Medicine and Public Health, The University of Newcastle, Newcastle, NSW, Australia
| | - Ammarin Thakkinstian
- Section for Clinical Epidemiology and Biostatistics, Faculty of Medicine, Ramathibodi Hospital, Mahidol University, Bangkok, Thailand
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Demirtas K, Yayla Ç, Yayla KG, Ertem AG, Açar B, Unal S, Karanfil M, Akboga MK. Cerebrovascular Events in Stenting for Carotid Artery Stenosis. Angiology 2018; 70:187. [PMID: 30231619 DOI: 10.1177/0003319718801086] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.2] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/16/2022]
Affiliation(s)
- Koray Demirtas
- 1 Türkiye Yüksek Ihtisas Training and Research Hospital, Cardiology Clinic, Ankara, Turkey
| | - Çağri Yayla
- 1 Türkiye Yüksek Ihtisas Training and Research Hospital, Cardiology Clinic, Ankara, Turkey
| | - Kadriye Gayretli Yayla
- 2 Diskapi Yildirim Beyazit Training and Research Hospital, Cardiology Clinic, Ankara, Turkey
| | - Ahmet Goktug Ertem
- 1 Türkiye Yüksek Ihtisas Training and Research Hospital, Cardiology Clinic, Ankara, Turkey
| | - Burak Açar
- 1 Türkiye Yüksek Ihtisas Training and Research Hospital, Cardiology Clinic, Ankara, Turkey
| | - Sefa Unal
- 1 Türkiye Yüksek Ihtisas Training and Research Hospital, Cardiology Clinic, Ankara, Turkey
| | - Mustafa Karanfil
- 1 Türkiye Yüksek Ihtisas Training and Research Hospital, Cardiology Clinic, Ankara, Turkey
| | - Mehmet Kadri Akboga
- 1 Türkiye Yüksek Ihtisas Training and Research Hospital, Cardiology Clinic, Ankara, Turkey
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Zhu B, Pan Y, Jing J, Meng X, Zhao X, Liu L, Wang D, Johnston SC, Li H, Wang Y, Wang Z, Wang Y. Neutrophil counts, neutrophil ratio, and new stroke in minor ischemic stroke or TIA. Neurology 2018; 90:e1870-e1878. [DOI: 10.1212/wnl.0000000000005554] [Citation(s) in RCA: 34] [Impact Index Per Article: 5.7] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/29/2017] [Accepted: 03/01/2018] [Indexed: 12/20/2022] Open
Abstract
ObjectiveEvidence about whether neutrophil counts or neutrophil ratio is associated with new stroke is scant. The aim of this study is to assess the association of neutrophil counts or neutrophil ratio with a new stroke in patients with minor stroke or TIA.MethodsWe derived data from the Clopidogrel in High-Risk Patients With Acute Nondisabling Cerebrovascular Events trial. Patients with a minor stroke or TIA were categorized into 4 groups according to the quartile of neutrophil counts or neutrophil ratio. The primary outcome was a new stroke (ischemic or hemorrhagic), and secondary outcomes included a new composite vascular event (stroke, myocardial infarction, or death resulting from cardiovascular causes) and ischemic stroke during the 90-day follow-up. We assessed the association between neutrophil counts, neutrophil ratio, and risk of new stroke.ResultsA total of 4,854 participants were enrolled, among whom 495 had new strokes at 90 days. Compared with the first quartile, the second, third, and fourth quartiles of neutrophil counts were associated with increased risk of new stroke (adjusted hazard ratio 1.40 [95% confidence interval (CI) 1.05–1.87], 1.55 [95% CI 1.17–2.05], and 1.69 [95% CI 1.28–2.23], respectively, p for trend <0.001). Similar results were observed for the endpoint of composite events and ischemic stroke. Parallel results were found for neutrophil ratio.ConclusionHigh levels of both neutrophil counts and neutrophil ratio were associated with an increased risk of new stroke, composite events, and ischemic stroke in patients with a minor ischemic stroke or TIA.
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Temporal changes in the neutrophil to lymphocyte ratio and the neurological progression in cryptogenic stroke with active cancer. PLoS One 2018; 13:e0194286. [PMID: 29547637 PMCID: PMC5856344 DOI: 10.1371/journal.pone.0194286] [Citation(s) in RCA: 6] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/01/2017] [Accepted: 02/28/2018] [Indexed: 12/11/2022] Open
Abstract
Background Ischemic stroke patients with active cancer frequently experience early neurological deterioration (END); however, the predictors of END are not well studied. The neutrophil to lymphocyte ratio (NLR) has recently been described as a predictor of poor outcomes in cancer and stroke. However, its role in cancer-related stroke has not been addressed. Aim We aimed to evaluate the association between the NLR and END in cancer-related stroke patients. Methods We included 85 cryptogenic stroke patients with active cancer. END was defined as an increase ≥ 4 on the total National Institutes of Health Stroke Scale (NIHSS) score within 72 hours of admission. The NLR was calculated as the ratio of the absolute neutrophil count to the absolute lymphocyte count. We obtained the NLR during the following three periods: at admission, 1–3 days after admission (D 1–3 NLR) and 4–7 days after admission (D 4–7 NLR). Results END occurred in 15 (18%) of the 85 patients. END was significantly associated with the initial NIHSS score, infarction volume, and the D 1–3 NLR. In multivariate analysis, a higher D 1–3 NLR, measured before END events, remained an independent predictor of END [adjusted odds ratio = 2.78, 95% confidence interval = 1.09–7.08, P = 0.032]. In terms of temporal changes in the NLR, the END group showed a tendency toward temporal increase in the NLR at D 1–3 (P = 0.061) with subsequent decrements in the D 4–7 NLR (P = 0.088), while the non-END group showed no significant changes in the NLR between periods. Conclusions This study demonstrated that a higher NLR could predict END events in cryptogenic stroke patients with active cancer. However, the results should be confirmed in further large prospective studies.
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Nam KW, Kwon HM, Jeong HY, Park JH, Kim SH, Jeong SM. High neutrophil to lymphocyte ratios predict intracranial atherosclerosis in a healthy population. Atherosclerosis 2018; 269:117-121. [PMID: 29353226 DOI: 10.1016/j.atherosclerosis.2017.12.035] [Citation(s) in RCA: 39] [Impact Index Per Article: 6.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 10/14/2017] [Revised: 12/06/2017] [Accepted: 12/20/2017] [Indexed: 01/04/2023]
Abstract
BACKGROUND AND AIMS Although atherosclerosis has been shown to be an inflammatory disease, intracranial atherosclerosis (ICAS) has not been well addressed. The purpose of this study was to evaluate the relationship between the neutrophil to lymphocyte ratio (NLR) and the presence of ICAS lesions in a generally healthy population. METHODS A consecutive series of subjects, who voluntarily visited for health check-ups between January 2006 and December 2013, were selected. Brain magnetic resonance imaging, brain magnetic angiography (MRA), and blood cell count data were assessed. ICAS was defined as an occlusion or more than 50% stenosis of intracranial vessels, as observed on brain MRA images. NLR was calculated based on absolute neutrophil and lymphocyte counts. RESULTS A total of 2842 subjects were evaluated, and 76 ICAS cases were found. The median NLR was 1.52 [1.17-2.01]. In multivariate analysis, NLR remained an independent predictor of ICAS [adjusted OR (aOR) = 1.72, 95% confidence interval (CI) = 1.01-2.95, p = 0.048]. Age (aOR = 1.08, 95% CI = 1.05-1.11, p < 0.001) and hypertension (aOR = 1.81, 95% CI = 1.11-2.94, p = 0.017) were also significant factors for ICAS independent of NLR. Regarding ICAS burdens, NLR was significantly higher when the number of ICAS lesions (p = 0.017) or occlusive ICAS lesions (p = 0.005) was increased in a dose-response manner. CONCLUSIONS A high NLR was associated with both prevalence and burdens of ICAS in a healthy population.
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Affiliation(s)
- Ki-Woong Nam
- Department of Neurology, Seoul National University College of Medicine and Seoul National University Hospital, Seoul, South Korea
| | - Hyung-Min Kwon
- Department of Neurology, Seoul National University College of Medicine and Seoul Metropolitan Government-Seoul National University Boramae Medical Center, Seoul, South Korea.
| | - Han-Yeong Jeong
- Department of Neurology, Seoul National University College of Medicine and Seoul National University Hospital, Seoul, South Korea
| | - Jin-Ho Park
- Department of Family Medicine, Seoul National University College of Medicine and Seoul National University Hospital, Seoul, South Korea.
| | - Sang Hyuck Kim
- Department of Family Medicine, Seoul National University College of Medicine and Seoul National University Hospital, Seoul, South Korea
| | - Su-Min Jeong
- Department of Family Medicine, Seoul National University College of Medicine and Seoul National University Hospital, Seoul, South Korea
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The Relation between Blood Count Parameters and Stroke in Patients with Intermediate Carotid Artery Stenosis. J Stroke Cerebrovasc Dis 2017; 27:513-514. [PMID: 29223549 DOI: 10.1016/j.jstrokecerebrovasdis.2017.11.012] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/29/2017] [Accepted: 11/05/2017] [Indexed: 11/21/2022] Open
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Min K, Kwon S, Cho S, Choi WJ, Park S, Jung W, Moon S, Park J, Ko C, Cho K. Atrial Fibrillation is Strongly Associated With the Neutrophil to Lymphocyte Ratio in Acute Ischemic Stroke Patients: A Retrospective Study. J Clin Lab Anal 2017; 31:e22041. [PMID: 27558309 PMCID: PMC6817156 DOI: 10.1002/jcla.22041] [Citation(s) in RCA: 5] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/10/2016] [Accepted: 07/09/2016] [Indexed: 01/04/2023] Open
Abstract
BACKGROUND No study has investigated the relationship between hospital-admission neutrophil and lymphocyte ratio (NLR) and various stroke risk factors. We sought to determine which stroke risk factor could be the most appropriate predictor of NLR in acute ischemic stroke. METHODS We collected data on various stroke risk factors and National Institutes of Health Stroke Scale (NIHSS) score in 1,053 acute ischemic stroke patients. The regression analysis was adjusted for confounding factors such as stroke risk factors. RESULTS There was a trend of increased NLR with a rise in alcohol consumption, the prevalence of hypertension, cardioembolism (CE) etiology, the NIHSS scores in men and the prevalence of atrial fibrillation, other heart diseases, CE and small vessel occlusion etiology and the NIHSS scores in women. Multiple linear regression analyses, adjusted for confounding factors, showed that the atrial fibrillation and NIHSS scores in men and atrial fibrillation, diabetes mellitus as well as NIHSS scores in women had a significant positive association with NLR. However, a negative association was showed for body mass index (BMI). CONCLUSION We confirmed that the atrial fibrillation can be a predictor of high NLR in acute stroke patients, and diabetes mellitus as well as low BMI could be a predictor of high NLR in female acute ischemic stroke patients.
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Affiliation(s)
- Kyungdong Min
- Department of Cardiology and NeurologyCollege of Korean MedicineKyung Hee UniversitySeoulKorea
| | - Seungwon Kwon
- Department of Cardiology and NeurologyCollege of Korean MedicineKyung Hee UniversitySeoulKorea
| | - Seung‐Yeon Cho
- Department of Cardiology and NeurologyCollege of Korean MedicineKyung Hee UniversitySeoulKorea
| | - Woo Jun Choi
- Department of Korean Medicine Cardiology and NeurologyGraduate SchoolKyung Hee UniversitySeoulKorea
| | - Seong‐Uk Park
- Department of Cardiology and NeurologyCollege of Korean MedicineKyung Hee UniversitySeoulKorea
| | - Woo‐Sang Jung
- Department of Cardiology and NeurologyCollege of Korean MedicineKyung Hee UniversitySeoulKorea
| | - Sang‐Kwan Moon
- Department of Cardiology and NeurologyCollege of Korean MedicineKyung Hee UniversitySeoulKorea
| | - Jung‐Mi Park
- Department of Cardiology and NeurologyCollege of Korean MedicineKyung Hee UniversitySeoulKorea
| | - Chang‐Nam Ko
- Department of Cardiology and NeurologyCollege of Korean MedicineKyung Hee UniversitySeoulKorea
| | - Ki‐Ho Cho
- Department of Cardiology and NeurologyCollege of Korean MedicineKyung Hee UniversitySeoulKorea
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Thrombosis, Neuroinflammation, and Poststroke Infection: The Multifaceted Role of Neutrophils in Stroke. J Immunol Res 2017; 2017:5140679. [PMID: 28331857 PMCID: PMC5346374 DOI: 10.1155/2017/5140679] [Citation(s) in RCA: 73] [Impact Index Per Article: 10.4] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/14/2016] [Revised: 02/08/2017] [Accepted: 02/09/2017] [Indexed: 12/12/2022] Open
Abstract
Immune cells can significantly predict and affect the clinical outcome of stroke. In particular, the neutrophil-to-lymphocyte ratio was shown to predict hemorrhagic transformation and the clinical outcome of stroke; however, the immunological mechanisms underlying these effects are poorly understood. Neutrophils are the first cells to invade injured tissue following focal brain ischemia. In these conditions, their proinflammatory properties enhance tissue damage and may promote ischemic incidences by inducing thrombus formation. Therefore, they constitute a potential target for therapeutic approaches and prevention of stroke. Indeed, in animal models of focal brain ischemia, neutrophils have been targeted with successful results. However, even in brain lesions, neutrophils also exert beneficial effects, because they are involved in triggering immunological removal of cell debris. Furthermore, intact neutrophil function is essential for maintaining immunological defense against bacterial infections. Several studies have demonstrated that stroke-derived neutrophils displayed impaired bacterial defense capacity. Because infections are known to impair the clinical course of stroke, therapeutic interventions that target neutrophils should preserve or even restore their function outside the central nervous system (CNS). This complex situation requires well-tailored therapeutic approaches that can effectively tackle immune cell invasion in the brain but avoid increasing poststroke infections.
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High Neutrophil-to-Lymphocyte Ratio Predicts Cardiovascular Mortality in Chronic Hemodialysis Patients. Mediators Inflamm 2017; 2017:9327136. [PMID: 28316378 PMCID: PMC5339486 DOI: 10.1155/2017/9327136] [Citation(s) in RCA: 44] [Impact Index Per Article: 6.3] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/27/2016] [Revised: 01/12/2017] [Accepted: 01/29/2017] [Indexed: 12/14/2022] Open
Abstract
The neutrophil-to-lymphocyte ratio (NLR) is a novel simple biomarker of inflammation. It has emerged as a predictor of poor prognosis in cancer and cardiovascular disease in general population. But little was known of its prognostic value in chronic hemodialysis (HD) patients. Here we investigated the association between NLR and cardiovascular risk markers, including increased pulse pressure (PP), left ventricular mass index (LVMI) and intima-media thickness (IMT), and mortality in HD patients. Two hundred and sixty-eight HD patients were enrolled in this study and were followed for 36 months. The primary end point was all-cause mortality and cardiovascular mortality. Multivariable Cox regression was used to calculate the adjusted hazard ratios for NLR on all-cause and cardiovascular survival. We pinpointed that higher NLR in HD patients was a predictor of increased PP, LVMI, and IMT; HD patients with higher NLR had a lower survival at the end of the study; furthermore, high NLR was an independent predictor of all-cause and cardiovascular mortality when adjusted for other risk factors. In conclusion, higher NLR in HD patients was associated with cardiovascular risk factors and mortality.
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Polónia J. Neutrophil-to-lymphocyte ratio and ambulatory blood pressure: Exploring the link between inflammation and hypertension. Rev Port Cardiol 2017; 36:107-109. [PMID: 28159429 DOI: 10.1016/j.repc.2016.12.003] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.1] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/01/2022] Open
Affiliation(s)
- Jorge Polónia
- Departamento de Medicina e Cintesis, Faculdade de Medicina da Universidade do Porto, Porto, Portugal; Unidade Hipertensão e Risco Cardiovascular do Hospital Pedro Hispano, Matosinhos, Portugal.
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Neutrophil-to-lymphocyte ratio and ambulatory blood pressure: Exploring the link between inflammation and hypertension. REVISTA PORTUGUESA DE CARDIOLOGIA (ENGLISH EDITION) 2017. [DOI: 10.1016/j.repce.2017.02.005] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.1] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/22/2022] Open
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Uçar FM, Açar B. Neutrophil to lymphocyte ratio predicts appropriate therapy in idiopathic dilated cardiomyopathy patients with primary prevention implantable cardioverter defibrillator. Saudi Med J 2017; 38:143-148. [PMID: 28133686 PMCID: PMC5329625 DOI: 10.15537/smj.2017.2.15929] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.1] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 02/06/2023] Open
Abstract
OBJECTIVES To investigate whether an inflammatory marker of neutrophil to lymphocyte ratio (NLR) predicts appropriate implantable cardioverter defibrillator (ICD) therapy (shock or anti tachycardia pacing) in idiopathic dilated cardiomyopathy (IDC) patients. METHODS We retrospectively examined IDC patients (mean age: 58.3 ± 11.8 years, 81.5% male) with ICD who admitted to outpatient clinic for pacemaker control at 2 tertiary care hospitals in Ankara and Edirne, Turkey from January 2013-2015. All ICDs were implanted for primary prevention. Hematological and biochemical parameters were measured prior procedure. Results: Over a median follow-up period of 43 months (Range 7-125), 68 (33.1%) patients experienced appropriate ICD therapy. The NLR was increased in patients that received appropriate therapy (4.39 ± 2.94 versus 2.96 ± 1.97, p less than 0.001).To identify independent risk factors for appropriate therapy, a multivariate linear regression model was conducted and age (β=0.163, p=0.013), fasting glucose (β=0.158, p=0.017), C-reactive protein (CRP) (β=0.289, p less than 0.001) and NLR (β=0.212, p less than 0.008) were found to be independent risk factors for appropriate ICD therapy. Conclusions: Before ICD implantation by using NLR and CRP, arrhythmic episodes may be predictable and better antiarrhythmic medical therapy optimization may protect these IDC patients from unwanted events.
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Affiliation(s)
- Fatih M Uçar
- Department of Cardiology, Trakya University Hospital, Edirne, Turkey. E-mail.
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Xue J, Huang W, Chen X, Li Q, Cai Z, Yu T, Shao B. Neutrophil-to-Lymphocyte Ratio Is a Prognostic Marker in Acute Ischemic Stroke. J Stroke Cerebrovasc Dis 2016; 26:650-657. [PMID: 27955949 DOI: 10.1016/j.jstrokecerebrovasdis.2016.11.010] [Citation(s) in RCA: 143] [Impact Index Per Article: 17.9] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/11/2016] [Revised: 10/10/2016] [Accepted: 11/13/2016] [Indexed: 12/14/2022] Open
Abstract
BACKGROUND Neutrophil-to-lymphocyte ratio is an independent predictor of mortality in patients with acute ischemic stroke. However, it is uncertain whether neutrophil-to-lymphocyte ratio is related with functional outcome and recurrent ischemic stroke. In this study, we aimed to investigate the relationship of neutrophil-to-lymphocyte ratio with stroke severity, functional outcome, and recurrent ischemic stroke after acute ischemic stroke. METHODS A total of 280 patients with acute ischemic stroke were included in the study. Patients were divided into 3 groups according to the neutrophil-to-lymphocyte ratio value (<2, 2-3, >3). Demographic, clinical, and laboratory data were collected for all patients. We evaluated the association between neutrophil-to-lymphocyte ratio and (1) stroke severity on admission, (2) functional outcome at 3 months, and (3) recurrent ischemic stroke. Regression analyses were performed, adjusting for confounders. RESULTS After adjustment for potential confounders, neutrophil-to-lymphocyte ratio was associated with an increased risk of stroke severity on admission (odds ratio [OR] 1.364, 95% confidence interval [CI] 1.101-1.690, P = .005) and primary unfavorable outcome (OR 1.455, 95% CI 1.083-1.956, P = .013). After a median of 1.13 years (interquartile range.91-1.42) of follow-up, neutrophil-to-lymphocyte ratio was associated with recurrent ischemic stroke after adjustment (hazard ratio 1.499, 95% CI 1.161-1.935, P = .002). CONCLUSIONS Our study suggests that neutrophil-to-lymphocyte ratio is associated with stroke severity on admission, primary unfavorable functional outcome, and recurrent ischemic stroke in patients with acute ischemic stroke.
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Affiliation(s)
- Jie Xue
- Department of Neurology, The First Affiliated Hospital of Wenzhou Medical University, Wenzhou 325000, China
| | - Wensi Huang
- Department of Neurology, The First Affiliated Hospital of Wenzhou Medical University, Wenzhou 325000, China
| | - Xiaoli Chen
- Department of Neurology, The First Affiliated Hospital of Wenzhou Medical University, Wenzhou 325000, China
| | - Qian Li
- Department of Neurology, The First Affiliated Hospital of Wenzhou Medical University, Wenzhou 325000, China
| | - Zhengyi Cai
- Department of Neurology, The First Affiliated Hospital of Wenzhou Medical University, Wenzhou 325000, China
| | - Tieer Yu
- Department of Neurology, The First Affiliated Hospital of Wenzhou Medical University, Wenzhou 325000, China
| | - Bei Shao
- Department of Neurology, The First Affiliated Hospital of Wenzhou Medical University, Wenzhou 325000, China.
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Teperman J, Carruthers D, Guo Y, Barnett MP, Harris AA, Sedlis SP, Pillinger M, Babaev A, Staniloae C, Attubato M, Shah B. Relationship between neutrophil-lymphocyte ratio and severity of lower extremity peripheral artery disease. Int J Cardiol 2016; 228:201-204. [PMID: 27865186 DOI: 10.1016/j.ijcard.2016.11.097] [Citation(s) in RCA: 23] [Impact Index Per Article: 2.9] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 08/04/2016] [Accepted: 11/06/2016] [Indexed: 01/13/2023]
Abstract
BACKGROUND The aim of this study was to determine the association between neutrophil-lymphocyte ratio (NLR) and severity of lower extremity peripheral artery disease (PAD). METHODS A retrospective chart review identified 928 patients referred for peripheral angiography. NLR was assessed from routine pre-procedural hemograms with automated differentials and available in 733 patients. Outcomes of interest were extent of disease on peripheral angiography and target vessel revascularization. Median follow-up was 10.4months. Odds ratio (OR) [95% confidence intervals] was assessed using a logistic regression model. RESULTS There was a significant association between elevated NLR and presence of severe multi-level PAD versus isolated suprapopliteal or isolated infrapopliteal disease (OR 1.11 [1.03-1.19], p=0.007). This association remained significant even after adjustment for age (OR 1.09 [1.01-1.17], p=0.02); age, sex, race, and body mass index (OR 1.08 [1.00-1.16], p=0.046); and age, sex, race, body mass index, hypertension, diabetes mellitus, coronary artery disease, and creatinine (OR 1.07 [1.00-1.15], p=0.049). After additional adjustment for clinical presentation, there was a trend towards association between NLR and severe multi-level PAD (OR 1.07 [1.00-1.15], p=0.056), likely limited by sample size. In patients who underwent endovascular intervention (n=523), there was no significant difference in rate of target vessel revascularization across tertiles of NLR (1st tertile 14.8%, 2nd tertile 14.1%, 3rd tertile 20.1%; p=0.32). CONCLUSION In a contemporary cohort of patients undergoing peripheral angiography with possible endovascular intervention, elevated NLR was independently associated with severe multi-level PAD. Larger studies evaluating the association between this inexpensive biomarker and clinical outcomes are warranted.
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Affiliation(s)
- Jacob Teperman
- Department of Medicine, Division of Cardiology, NYU School of Medicine, 550 First Avenue, New York, NY 10016, USA
| | - David Carruthers
- Department of Medicine, Division of Cardiology, NYU School of Medicine, 550 First Avenue, New York, NY 10016, USA
| | - Yu Guo
- Department of Population Health, Division of Biostatistics, NYU School of Medicine, 550 First Avenue, New York, NY 10016, USA
| | - Mallory P Barnett
- Department of Medicine, Division of Cardiology, NYU School of Medicine, 550 First Avenue, New York, NY 10016, USA
| | - Adam A Harris
- Department of Medicine, Division of Cardiology, NYU School of Medicine, 550 First Avenue, New York, NY 10016, USA
| | - Steven P Sedlis
- Department of Medicine, Division of Cardiology, NYU School of Medicine, 550 First Avenue, New York, NY 10016, USA; Department of Medicine, Section of Cardiology, VA New York Harbor Health Care Center, 423 E 23rd St, New York, NY 10010, USA
| | - Michael Pillinger
- Department of Medicine, Section of Rheumatology, VA New York Harbor Health Care Center, 423 E 23rd St, New York, NY 10010, USA; Department of Medicine, Division of Rheumatology, NYU School of Medicine, 550 First Avenue, New York, NY 10016, USA
| | - Anvar Babaev
- Department of Medicine, Division of Cardiology, NYU School of Medicine, 550 First Avenue, New York, NY 10016, USA
| | - Cezar Staniloae
- Department of Medicine, Division of Cardiology, NYU School of Medicine, 550 First Avenue, New York, NY 10016, USA
| | - Michael Attubato
- Department of Medicine, Division of Cardiology, NYU School of Medicine, 550 First Avenue, New York, NY 10016, USA
| | - Binita Shah
- Department of Medicine, Division of Cardiology, NYU School of Medicine, 550 First Avenue, New York, NY 10016, USA; Department of Medicine, Section of Cardiology, VA New York Harbor Health Care Center, 423 E 23rd St, New York, NY 10010, USA.
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Hamur H, Duman H, Demirtas L, Bakirci EM, Durakoglugil ME, Degirmenci H, Kalkan K, Yildirim E, Vuruskan E. Total Bilirubin Levels Predict Subclinical Atherosclerosis in Patients With Prediabetes. Angiology 2016; 67:909-915. [PMID: 26921264 DOI: 10.1177/0003319716632394] [Citation(s) in RCA: 16] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/17/2022]
Abstract
Bilirubin may have important antiatherosclerotic effects. Prediabetes (PD), the intermediate stage before diabetes mellitus, is associated with increased cardiovascular morbidity and mortality. We evaluated the relationship between serum bilirubin levels and carotid intima-media thickness (cIMT), as a surrogate marker of subclinical atherosclerosis, in patients with PD. We enrolled 170 consecutive patients with PD. The patients underwent ultrasonography to evaluate cIMT. The patients were divided into groups according to cIMT values (<0.9 vs ≥0.9 mm). The patients with cIMT ≥ 0.9 mm had significantly higher diastolic blood pressure, neutrophil-lymphocyte ratio (NLR), and glycated hemoglobin values compared with patients having cIMT < 0.9 mm, whereas total and direct bilirubin values were significantly lower in this group. Multivariate regression analyses revealed NLR and total bilirubin as the independent predictors of subclinical atherosclerosis. The present study demonstrated that NLR and lower total bilirubin levels were independent predictors of subclinical atherosclerosis in patients with PD. Simple measures such as NRL and total bilirubin may provide predictive information regarding the risk of cardiovascular disease in patients with PD.
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Affiliation(s)
- Hikmet Hamur
- 1 Department of Cardiology, Faculty of Medicine, Erzincan University, Erzincan, Turkey
| | - Hakan Duman
- 2 Department of Cardiology, Faculty of Medicine, Recep Tayyip Erdoğan University, Rize, Turkey
| | - Levent Demirtas
- 3 Department of Internal Medicine, Faculty of Medicine, Erzincan University, Erzincan, Turkey
| | - Eftal Murat Bakirci
- 1 Department of Cardiology, Faculty of Medicine, Erzincan University, Erzincan, Turkey
| | | | - Husnu Degirmenci
- 1 Department of Cardiology, Faculty of Medicine, Erzincan University, Erzincan, Turkey
| | - Kamuran Kalkan
- 4 Department of Cardiology, Training and Research Hospital, Erzurum, Turkey
| | - Erkan Yildirim
- 4 Department of Cardiology, Training and Research Hospital, Erzurum, Turkey
| | - Ertan Vuruskan
- 5 Department of Cardiology, Dr. Ersin Arslan State Hospital, Gaziantep, Turkey
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