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Neutrophil-to-lymphocyte ratio as prognostic indicator in gastrointestinal cancers: a systematic review and meta-analysis. Oncotarget 2018; 8:32171-32189. [PMID: 28418870 PMCID: PMC5458276 DOI: 10.18632/oncotarget.16291] [Citation(s) in RCA: 66] [Impact Index Per Article: 11.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/19/2016] [Accepted: 02/20/2017] [Indexed: 12/12/2022] Open
Abstract
An accurate, time efficient, and inexpensive prognostic indicator is needed to reduce cost and assist with clinical decision making for cancer management. The neutrophil-to-lymphocyte ratio (NLR), which is derived from common serum testing, has been explored in a variety of cancers. We sought to determine its prognostic value in gastrointestinal cancers and performed a meta-analysis of published studies using the Meta-analysis Of Observational Studies in Epidemiology guidelines. Included were randomized control trials and observational studies that analyzed humans with gastrointestinal cancers that included NLR and hazard ratios (HR) with overall survival (OS), disease-free survival (DFS), progression-free survival (PFS), and/or cancer-specific survival (CSS). We analyzed 144 studies comprising 45,905 patients, two-thirds of which were published after 2014. The mean, median, and mode cutoffs for NLR reporting OS from multivariate models were 3.4, 3.0, 5.0 (±IQR 2.5-5.0), respectively. Overall, NLR greater than the cutoff was associated with a HR for OS of 1.63 (95% CI, 1.53-1.73; P < 0.001). This association was observed in all subgroups based on tumor site, stage, and geographic region. HR for elevated NLR for DFS, PFS, and CSS were 1.70 (95% CI, 1.52-1.91, P < 0.001), 1.64 (95% CI, 1.36-1.97, P < 0.001), and 1.83 (95% CI, 1.50-2.23, P < 0.001), respectively. Available evidence suggests that NLR greater than the cutoff reduces OS, independent of geographic location, gastrointestinal cancer type, or stage of cancer. Furthermore, DFS, PFS, and CSS also have worse outcomes with elevated NLR.
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Baseline peripheral blood neutrophil-to-lymphocyte ratio could predict survival in patients with adult polymyositis and dermatomyositis: A retrospective observational study. PLoS One 2018; 13:e0190411. [PMID: 29293605 PMCID: PMC5749807 DOI: 10.1371/journal.pone.0190411] [Citation(s) in RCA: 46] [Impact Index Per Article: 7.7] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/10/2017] [Accepted: 12/14/2017] [Indexed: 12/18/2022] Open
Abstract
Recent studies have suggested that neutrophil-to-lymphocyte ratio (NLR) and C-reactive protein-to-albumin ratio (CAR) are emerging markers of disease activity and prognosis in patients with chronic inflammatory diseases, cardiovascular diseases, or malignancies. Therefore, we investigated the clinical significance and prognostic value of the NLR and CAR in adult patients with polymyositis and dermatomyositis. The medical records of 197 patients with newly diagnosed polymyositis/dermatomyositis between August 2003 and November 2016 were retrospectively reviewed. Survival and causes of death were recorded during an average 33-month observational period. Clinical and laboratory findings were compared between survivors and non-survivors. Using receiver operating characteristic curves, the NLR and CAR cut-off values for predicting survival were calculated. Univariate and multivariate analyses using Cox proportional hazard models were performed to identify factors associated with survival. Twenty-six patients (13.2%) died during the study period, and the 5-year survival-rate was estimated to be 82%. The non-survivor group exhibited older age and a higher prevalence of interstitial lung disease (ILD), acute interstitial pneumonia, and acute exacerbation of ILD compared to that in the survivor group. NLR and CAR values were significantly higher in the non-survivors and in patients with polymyositis/dermatomyositis-associated ILD, and the death rates increased across NLR and CAR quartiles. Furthermore, when stratified according to the NLR or CAR optimal cut-off values, patients with a high NLR (>4.775) or high CAR (>0.0735) had a significantly lower survival rate than patients with low NLR or CAR, respectively. In addition, old age (>50 years), the presence of acute interstitial pneumonia, hypoproteinemia (serum protein <5.5 g/dL), and high NLR (but not high CAR) were independent predictors for mortality. The results indicate that a high NLR is independently associated with worse overall survival. Thus, the baseline NLR level may be a simple, cost-effective prognostic marker in patients with polymyositis/dermatomyositis.
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Winter L, Wong LA, Jerums G, Seah JM, Clarke M, Tan SM, Coughlan MT, MacIsaac RJ, Ekinci EI. Use of Readily Accessible Inflammatory Markers to Predict Diabetic Kidney Disease. Front Endocrinol (Lausanne) 2018; 9:225. [PMID: 29910771 PMCID: PMC5992400 DOI: 10.3389/fendo.2018.00225] [Citation(s) in RCA: 35] [Impact Index Per Article: 5.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 02/20/2018] [Accepted: 04/20/2018] [Indexed: 12/18/2022] Open
Abstract
Diabetic kidney disease is a common complication of type 1 and type 2 diabetes and is the primary cause of end-stage renal disease in developed countries. Early detection of diabetic kidney disease will facilitate early intervention aimed at reducing the rate of progression to end-stage renal disease. Diabetic kidney disease has been traditionally classified based on the presence of albuminuria. More recently estimated glomerular filtration rate has also been incorporated into the staging of diabetic kidney disease. While albuminuric diabetic kidney disease is well described, the phenotype of non-albuminuric diabetic kidney disease is now widely accepted. An association between markers of inflammation and diabetic kidney disease has previously been demonstrated. Effector molecules of the innate immune system including C-reactive protein, interleukin-6, and tumor necrosis factor-α are increased in patients with diabetic kidney disease. Furthermore, renal infiltration of neutrophils, macrophages, and lymphocytes are observed in renal biopsies of patients with diabetic kidney disease. Similarly high serum neutrophil and low serum lymphocyte counts have been shown to be associated with diabetic kidney disease. The neutrophil-lymphocyte ratio is considered a robust measure of systemic inflammation and is associated with the presence of inflammatory conditions including the metabolic syndrome and insulin resistance. Cross-sectional studies have demonstrated a link between high levels of the above inflammatory biomarkers and diabetic kidney disease. Further longitudinal studies will be required to determine if these readily available inflammatory biomarkers can accurately predict the presence and prognosis of diabetic kidney disease, above and beyond albuminuria, and estimated glomerular filtration rate.
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Affiliation(s)
- Lauren Winter
- Endocrine Centre of Excellence, Austin Health, Melbourne, VIC, Australia
- Department of Medicine, Austin Health, University of Melbourne, Melbourne, VIC, Australia
| | - Lydia A. Wong
- Endocrine Centre of Excellence, Austin Health, Melbourne, VIC, Australia
| | - George Jerums
- Endocrine Centre of Excellence, Austin Health, Melbourne, VIC, Australia
| | - Jas-mine Seah
- Endocrine Centre of Excellence, Austin Health, Melbourne, VIC, Australia
| | - Michele Clarke
- Endocrine Centre of Excellence, Austin Health, Melbourne, VIC, Australia
| | - Sih Min Tan
- Department of Diabetes, Central Clinical School, Monash University, Melbourne, VIC, Australia
| | - Melinda T. Coughlan
- Department of Diabetes, Central Clinical School, Monash University, Melbourne, VIC, Australia
| | - Richard J. MacIsaac
- Department of Endocrinology and Diabetes, St Vincent’s Health, Melbourne, VIC, Australia
- Department of Medicine, St Vincent’s Health, University of Melbourne, Melbourne, VIC, Australia
| | - Elif I. Ekinci
- Endocrine Centre of Excellence, Austin Health, Melbourne, VIC, Australia
- Department of Medicine, Austin Health, University of Melbourne, Melbourne, VIC, Australia
- *Correspondence: Elif I. Ekinci,
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Yang G, Yan R, Tong H, Zhang J, Chen B, Xue X, Wang J, Chu M, Jin S, Li M. Chronic oscillating glucose challenges disarrange innate immune homeostasis to potentiate the variation of neutrophil-lymphocyte ratio in rats with or without hidden diabetes mellitus. Diabetes Metab Syndr Obes 2018; 11:277-288. [PMID: 29942142 PMCID: PMC6005307 DOI: 10.2147/dmso.s160301] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.2] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 01/01/2023] Open
Abstract
BACKGROUND The neutrophil-lymphocyte ratio (NLR) has been considered as an inflammatory marker in various disorders, but it is not clear whether the NLR is also elevated with hidden diabetes (HD), which is normal in fasting blood glucose (FBG) but abnormal in the oral glucose tolerance test (OGTT). MATERIALS AND METHODS An HD animal model for 27 days and an animal model with oscillating glucose (OG) for 7 days were applied on adult female Sprague-Dawley rats. OGTT, leukogram analysis, histology, and immunohistochemistry were carried out. RESULTS In HD rats, the percentage of neutrophils increased but the percentage of lymphocytes decreased; hence, the NLR rose relative to sham. This may be a result of the OG levels often experienced by diabetic subjects, as normal rats given OG (6 g/kg/6 h) for 7 days had significantly reduced lymphocyte numbers and increased NLR compared with the values before and 1 h after oral glucose administration during OGTT. Glucose-induced disarrangement of partitions of circulating immune cells and NLR was involved in the increase in oxidative stress, as these changes were totally blocked by the antioxidant glutathione (GSH). GSH (50 mg/kg/6 h) totally blocked the glucose-induced alterations in lymphocyte and NLR values. CONCLUSION HD associated with elevation of NLR values may be partly attributed to a homeostasis disorder of the innate inflammatory state, caused by oscillating hyperglycemia. Acute high glucose administration produced a significant decrease in lymphocyte number. OG administration potentiated this effect and increased the NLR value, which was blocked by GSH, suggesting that reactive oxygen species play a critical role in maintaining lymphocyte numbers.
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Affiliation(s)
- Gaoxiong Yang
- Cardiac Regeneration Research Institute, Wenzhou Medical University, Wenzhou, China
| | - Rui Yan
- School of Laboratory Medicine and Life Science, Wenzhou Medical University, Wenzhou, China
| | - Huanjun Tong
- The Second Clinical Medical College, Wenzhou Medical University, Wenzhou, China
| | - Jitai Zhang
- Cardiac Regeneration Research Institute, Wenzhou Medical University, Wenzhou, China
| | - Bin Chen
- Department of Medical Ultrasound, The First Affiliated Hospital of Wenzhou Medical University, Wenzhou, China
| | - Xiangyang Xue
- Department of Microbiology and Immunology, Institute of Molecular Virology and Immunology, Institute of Tropical Medicine, Wenzhou Medical University, Wenzhou, China
| | - Jue Wang
- Department of Cardiac Surgery, The First Affiliated Hospital of Wenzhou Medical University, Wenzhou, China
| | - Maoping Chu
- Children’s Heart Center, The Second Affiliated Hospital and Yuying Children’s Hospital, Institute of Cardiovascular Development and Translational Medicine, Wenzhou Medical University, Wenzhou, China
| | - Shengwei Jin
- Department of Anesthesia and Critical Care, The Second Affiliated Hospital of Wenzhou Medical University, Wenzhou, China
- Shengwei Jin, Department of Anesthesia and Critical Care, The Second Affiliated Hospital of Wenzhou Medical University, Chashan Higher Education Park, Wenzhou, 325035 Zhejiang, China, Email
| | - Ming Li
- Cardiac Regeneration Research Institute, Wenzhou Medical University, Wenzhou, China
- Correspondence: Ming Li, Cardiac Regeneration Research Institute, Wenzhou Medical University, Chashan Higher Education Park, Wenzhou, 325035 Zhejiang, China, Email
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Catabay C, Obi Y, Streja E, Soohoo M, Park C, Rhee CM, Kovesdy CP, Hamano T, Kalantar-Zadeh K. Lymphocyte Cell Ratios and Mortality among Incident Hemodialysis Patients. Am J Nephrol 2017; 46:408-416. [PMID: 29130984 DOI: 10.1159/000484177] [Citation(s) in RCA: 43] [Impact Index Per Article: 6.1] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/27/2017] [Accepted: 10/06/2017] [Indexed: 12/15/2022]
Abstract
BACKGROUND Neutrophil-to-lymphocyte ratio (NLR) and platelet-to-lymphocyte ratio (PLR) have been previously suggested as oncologic prognostication markers. These are associated with malnutrition and inflammation, and hence, may provide benefit in predicting mortality among hemodialysis patients. METHODS Among 108,548 incident hemodialysis patients in a large U.S. dialysis organization (2007-2011), we compared the mortality predictability of NLR and PLR with baseline and time-varying covariate Cox models using the receiver operating characteristic curve (AUROC), net reclassification index (NRI), and adjusted R2. RESULTS During the median follow-up period of 1.4 years, 28,618 patients died. Median (IQR) NLR and PLR at baseline were 3.64 (2.68-5.00) and 179 (136-248) respectively. NLR was associated with higher mortality, which appeared stronger in the time-varying versus baseline model. PLR exhibited a J-shaped association with mortality in both models. NLR provided better mortality prediction in addition to demographics, comorbidities, and serum albumin; ΔAUROC and NRI for 1-year mortality (95% CI) were 0.010 (0.009-0.012) and 6.4% (5.5-7.3%) respectively. Additionally, adjusted R2 (95% CI) for the Cox model increased from 0.269 (0.262-0.276) to 0.283 (0.276-0.290) in the non-time-varying model and from 0.467 (0.461-0.472) to 0.505 (0.500-0.512) in the time-varying model. There was little to no benefit of adding PLR to predict mortality. CONCLUSIONS High NLR in incident hemodialysis patients predicted mortality, especially in the short-term period. NLR, but not PLR, added modest benefit in predicting mortality along with demographics, comorbidities, and serum albumin, and should be included in prognostication approaches.
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Affiliation(s)
- Christina Catabay
- Harold Simmons Center for Kidney Disease Research and Epidemiology, Division of Nephrology and Hypertension, University of California Irvine, School of Medicine, Orange, California, USA
| | - Yoshitsugu Obi
- Harold Simmons Center for Kidney Disease Research and Epidemiology, Division of Nephrology and Hypertension, University of California Irvine, School of Medicine, Orange, California, USA
| | - Elani Streja
- Harold Simmons Center for Kidney Disease Research and Epidemiology, Division of Nephrology and Hypertension, University of California Irvine, School of Medicine, Orange, California, USA
- Nephrology Section, Tibor Rubin Veterans Affairs Medical Center, Long Beach, California, USA
| | - Melissa Soohoo
- Harold Simmons Center for Kidney Disease Research and Epidemiology, Division of Nephrology and Hypertension, University of California Irvine, School of Medicine, Orange, California, USA
| | - Christina Park
- Harold Simmons Center for Kidney Disease Research and Epidemiology, Division of Nephrology and Hypertension, University of California Irvine, School of Medicine, Orange, California, USA
| | - Connie M Rhee
- Harold Simmons Center for Kidney Disease Research and Epidemiology, Division of Nephrology and Hypertension, University of California Irvine, School of Medicine, Orange, California, USA
| | - Csaba P Kovesdy
- Division of Nephrology, University of Tennessee Health Science Center, Memphis, Tennessee, USA
- Nephrology Section, Memphis VA Medical Center, Memphis, Tennessee, USA
| | - Takayuki Hamano
- Department of Comprehensive Kidney Disease Research, Osaka University Graduate School of Medicine, Osaka, Japan
| | - Kamyar Kalantar-Zadeh
- Harold Simmons Center for Kidney Disease Research and Epidemiology, Division of Nephrology and Hypertension, University of California Irvine, School of Medicine, Orange, California, USA
- Nephrology Section, Tibor Rubin Veterans Affairs Medical Center, Long Beach, California, USA
- Fielding School of Public Health at UCLA, Los Angeles, California, USA
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Xu T, Weng Z, Pei C, Yu S, Chen Y, Guo W, Wang X, Luo P, Sun J. The relationship between neutrophil-to-lymphocyte ratio and diabetic peripheral neuropathy in Type 2 diabetes mellitus. Medicine (Baltimore) 2017; 96:e8289. [PMID: 29137012 PMCID: PMC5690705 DOI: 10.1097/md.0000000000008289] [Citation(s) in RCA: 37] [Impact Index Per Article: 5.3] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 12/25/2022] Open
Abstract
To explore the relationship between neutrophil-to-lymphocyte ratio (NLR) and diabetic peripheral neuropathy (DPN) in type 2 diabetes mellitus.A total of 557 newly diagnosed Type 2 Diabetes Mellitus (T2DM) patients were recruited, including 397 T2DM patients without complication (DM group) as well as 160 T2DM patients complicated with DPN (DPN group). Student t test, Mann-Whitney U test, or χ test was applied to the data of the 2 groups, including the levels of neutrophils and lymphocytes as well as the NLR values of peripheral blood and other biochemistry indexes; Pearson correlation analysis was used to calculate the correlation of NLR and detected factors; risk factors of DPN were estimated via logistic regression analysis and multivariate analysis.The values of triglyceride (TG), neutrophils, fasting insulin, urinary albumin, and 2 hour postglucose in DPN group were significantly higher than those of the DM group, whereas the number of lymphocytes of DPN group was considerably lower than that of the DM group (P < .05 respectively); NLR values were remarkably higher in DPN group compared with those of DM group (2.58 ± 0.50 vs 2.18 ± 0.61, P < .001); logistic regression analysis showed that NLR (P = .002, OR = 4.960, 95% CI = 1.843-13.349) was a risk factor of DPN. Multivariate logistic regression analysis showed that DPN was independently related to NLR (P = .002, OR = 4.960, 95% CI = 1.843-13.349). The ROC curve analysis confirmed that the optimal cut-off point, specificity, and sensitivity in diagnosing DPN by NLR were 2.13%, 48.1%, and 81.3% respectively.Our results showed that NLR is significantly correlated with DPN, which suggested that NLR may be an independent risk factor of DPN.
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Affiliation(s)
- Tingting Xu
- Zhujiang Hospital, Southern Medical University
| | - Zihua Weng
- Zhujiang Hospital, Southern Medical University
| | - Chu Pei
- State Key Laboratory of Respiratory Disease, National Clinical Center for Respiratory Diseases, Guangzhou Institute of Respiratory Diseases, First Affiliated Hospital of Guangzhou Medical University, Guangzhou, China
| | - Siyuan Yu
- Zhujiang Hospital, Southern Medical University
| | - Yating Chen
- Zhujiang Hospital, Southern Medical University
| | - Wenjie Guo
- Zhujiang Hospital, Southern Medical University
| | | | - Peng Luo
- Zhujiang Hospital, Southern Medical University
| | - Jia Sun
- Zhujiang Hospital, Southern Medical University
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Chittawar S, Dutta D, Qureshi Z, Surana V, Khandare S, Dubey TN. Neutrophil-lymphocyte Ratio is a Novel Reliable Predictor of Nephropathy, Retinopathy, and Coronary Artery Disease in Indians with Type-2 Diabetes. Indian J Endocrinol Metab 2017; 21:864-870. [PMID: 29285450 PMCID: PMC5729675 DOI: 10.4103/ijem.ijem_197_17] [Citation(s) in RCA: 14] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 01/23/2023] Open
Abstract
BACKGROUND AND AIMS Neutrophil-lymphocyte ratio (NLR) has been suggested to be a predictor of coronary artery disease (CAD), and end-organ damage in type-2 diabetes mellitus (T2DM). Similar data are lacking from Indians with T2DM. Hence, this study aimed to evaluate the role of NLR as a predictor of microvascular complications and CAD in T2DM. SUBJECTS AND METHODS Consecutive T2DM patients attending the outpatient services of 2 different hospitals, who gave consent, underwent clinical, anthropometric evaluation, and evaluation for the occurrence of retinopathy, nephropathy, neuropathy, and CAD. RESULTS A total of 298 patients were screened of which 265 patients' data were analyzed. Occurrence of hypertension, neuropathy, nephropathy, retinopathy, and CAD was 12.8%, 18.5%, 41.5%, 62.3%, and 3.8%, respectively. Patients in higher NLR quartiles had significantly higher diabetes duration, occurrence of nephropathy, albuminuria, retinopathy, CAD and lpwer glomerular filtration rate. Patients with more microvascular complications had significantly longer diabetes duration, blood pressure, NLR, creatinine, and urine albumin excretion. Binary logistic regression revealed NLR followed by body mass index were best predictors of microvascular complications. NLR had areas under the receiver operating characteristic curve (AUC) of 0.888 (95% CI: 0.848-0.929; P < 0.001), 0.708 (95% CI: 0.646-0.771; P < 0.001), and 0.768 (95% CI: 0.599-938; P = 0.004) in predicting albuminuria, retinopathy, and CAD, respectively. NLR of 2.00 had sensitivity and specificity of 86.4% and 69% in predicting albuminuria; sensitivity and specificity of 64.2% and 63% in predicting retinopathy; sensitivity and specificity of 80% and 47.1% in predicting CAD. CONCLUSION NLR is inexpensive, easy to use, reliable predictor of nephropathy, retinopathy, and CAD in Indian T2DM.
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Affiliation(s)
- Sachin Chittawar
- Department of Medicine, Gandhi Medical College, Bhopal, Madhya Pradesh, India
| | - Deep Dutta
- Department of Endocrinology, Diabetology and Metabolic Disorders, Venkateshwar Hospitals, Dwarka, New Delhi, India
| | - Zahran Qureshi
- Department of Pharmacology, Gandhi Medical College, Bhopal, Madhya Pradesh, India
| | - Vineet Surana
- Department of Endocrinology, Yashoda Hospital, Hyderabad, Telangana, India
| | - Sagar Khandare
- Department of Medicine, Gandhi Medical College, Bhopal, Madhya Pradesh, India
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叶 涛, 杨 银, 王 凯, 王 梅, 孙 嘉, 杜 越, 陈 新. [Neutrophil to lymphocyte ratio as a predictor for type 2 diabetes mellitus in patients with chronic obstructive pulmonary disease: a cohort study of 404 cases]. NAN FANG YI KE DA XUE XUE BAO = JOURNAL OF SOUTHERN MEDICAL UNIVERSITY 2017; 37:1308-1314. [PMID: 29070459 PMCID: PMC6743952 DOI: 10.3969/j.issn.1673-4254.2017.10.05] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Subscribe] [Scholar Register] [Received: 08/10/2017] [Indexed: 06/07/2023]
Abstract
OBJECTIVE To assess the value of neutrophil?to?lymphocyte ratio (NLR) for predicting type 2 diabetes mellitus (T2DM) in patients with chronic obstructive pulmonary disease (COPD). METHODS A cohort of 404 non?diabetic patients diagnosed with stable COPD between January, 2010 and December, 2012 at Zhujiang Hospital were enrolled and followed up for 3 years, during which fast blood glucose (FBG) was monitored every 6 months. The primary endpoint was the occurrence of T2DM, and the cumulative incidence of T2DM in this cohort was calculated. The patients who developed T2DM and those without T2DM at the end of the follow?up were compared for clinical parameters to identify the potential predictors for T2DM in patients with stable COPD. RESULTS After follow?up for a mean of 2.1 years, 41 (10.1%) patients with COPD developed T2DM, who showed significantly higher baseline NLR levels than those without T2DM (P<0.001). The receiver?operating characteristic (ROC) analysis revealed that the optimum cut?off value for NLR was 5.626. Spearman rank correlation analysis suggested that the incidence of T2DM in the patients was positively correlated with the number of hospital admissions for acute exacerbation of COPD in the past year (r=0.136, P=0.006), hypertension (r=0.151, P=0.002) and NLR (r=0.340, P<0.001). Logistic regression analysis identified triglyceride (TG) (P=0.047) and NLR (P<0.001) as the independent risk factors for T2DM in patients with COPD. CONCLUSION The occurrence of T2DM in COPD patients is closely related to NLR level, which may serve as an early predictor for T2DM in these patients.
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Affiliation(s)
- 涛 叶
- 南方医科大学珠江医院呼吸内科, 广东 广州 510282Department of Respiratory Medicine, Zhujiang Hospital, Southern Medical University, Guangzhou 510282, China
| | - 银 杨
- 南方医科大学珠江医院呼吸内科, 广东 广州 510282Department of Respiratory Medicine, Zhujiang Hospital, Southern Medical University, Guangzhou 510282, China
| | - 凯 王
- 南方医科大学珠江医院呼吸内科, 广东 广州 510282Department of Respiratory Medicine, Zhujiang Hospital, Southern Medical University, Guangzhou 510282, China
| | - 梅 王
- 南方医科大学珠江医院呼吸内科, 广东 广州 510282Department of Respiratory Medicine, Zhujiang Hospital, Southern Medical University, Guangzhou 510282, China
| | - 嘉 孙
- 南方医科大学珠江医院内分泌科, 广东 广州 510282Department of Endocrinology, Zhujiang Hospital, Southern Medical University, Guangzhou 510282, China
| | - 越 杜
- 南方医科大学公共卫生学院生物统计学系, 广东 广州 510515Department of Biostatistics, School of Public Health, Southern Medical University, Guangzhou 510515, China
| | - 新 陈
- 南方医科大学珠江医院呼吸内科, 广东 广州 510282Department of Respiratory Medicine, Zhujiang Hospital, Southern Medical University, Guangzhou 510282, China
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Diabetic nephropathy - is this an immune disorder? Clin Sci (Lond) 2017; 131:2183-2199. [PMID: 28760771 DOI: 10.1042/cs20160636] [Citation(s) in RCA: 165] [Impact Index Per Article: 23.6] [Reference Citation Analysis] [Abstract] [Key Words] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/02/2017] [Revised: 07/04/2017] [Accepted: 07/10/2017] [Indexed: 02/06/2023]
Abstract
Chronic diabetes is associated with metabolic and haemodynamic stresses which can facilitate modifications to DNA, proteins and lipids, induce cellular dysfunction and damage, and stimulate inflammatory and fibrotic responses which lead to various types of renal injury. Approximately 30-40% of patients with diabetes develop nephropathy and this renal injury normally progresses in about a third of patients. Due to the growing incidence of diabetes, diabetic nephropathy is now the main cause of end-stage renal disease (ESRD) worldwide. Accumulating evidence from experimental and clinical studies has demonstrated that renal inflammation plays a critical role in determining whether renal injury progresses during diabetes. However, the immune response associated with diabetic nephropathy is considerably different to that seen in autoimmune kidney diseases or in acute kidney injury arising from episodes of ischaemia or infection. This review evaluates the role of the immune system in the development of diabetic nephropathy, including the specific contributions of leucocyte subsets (macrophages, neutrophils, mast cells, T and B lymphocytes), danger-associated molecular patterns (DAMPs), inflammasomes, immunoglobulin and complement. It also examines factors which may influence the development of the immune response, including genetic factors and exposure to other kidney insults. In addition, this review discusses therapies which are currently under development for targeting the immune system in diabetic nephropathy and indicates those which have proceeded into clinical trials.
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Khandare SA, Chittawar S, Nahar N, Dubey TN, Qureshi Z. Study of Neutrophil-lymphocyte Ratio as Novel Marker for Diabetic Nephropathy in Type 2 Diabetes. Indian J Endocrinol Metab 2017; 21:387-392. [PMID: 28553592 PMCID: PMC5434720 DOI: 10.4103/ijem.ijem_476_16] [Citation(s) in RCA: 26] [Impact Index Per Article: 3.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 11/04/2022] Open
Abstract
INTRODUCTION Diabetic nephropathy (DN) is a microvascular complication of diabetes. DN is clinically manifested as an increase in urine albumin excretion. Total white blood cell count is a crude but sensitive indicator of inflammation and studied in many cardiac and noncardiac diseases as an inflammatory marker such as acute myocardial infarction, stroke, and heart failure. In this study, the association of neutrophil-lymphocyte ratio (NLR) with DN is studied. PATIENTS AND METHODS It is an observational cross-sectional study. Totally 115 diagnosed type 2 diabetes mellitus patients were registered in this study. NLR was calculated by analyzing differential leukocyte count in complete blood picture. Albuminuria was tested by MICRAL-II TEST strips by dipstick method. RESULTS Totally 115 diabetic patients were registered. About 56 patients had DN and 59 had normal urine albumin. Mean NLR for a normal group is 1.94 ± 0.65 and in DN group is 2.83 ± 0.85 which was highly significant (P < 0.001). Estimated glomerular filtration rate (P = 0.047) and serum glutamate pyruvate transaminase (P < 0.001) were also significant. CONCLUSION The results of our study show that there was a significant relation between NLR and DN. Therefore, NLR may be considered as a novel surrogate marker of DN in early stages.
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Affiliation(s)
- Sagar Ashokrao Khandare
- Department of Medicine, Gandhi Medical College and Hamidia Hospital, Bhopal, Madhya Pradesh, India
| | - Sachin Chittawar
- Department of Medicine, Gandhi Medical College and Hamidia Hospital, Bhopal, Madhya Pradesh, India
| | - Nitin Nahar
- Department of Medicine, Gandhi Medical College and Hamidia Hospital, Bhopal, Madhya Pradesh, India
| | - T. N. Dubey
- Department of Medicine, Gandhi Medical College and Hamidia Hospital, Bhopal, Madhya Pradesh, India
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Xiang F, Chen R, Cao X, Shen B, Liu Z, Tan X, Ding X, Zou J. Monocyte/lymphocyte ratio as a better predictor of cardiovascular and all-cause mortality in hemodialysis patients: A prospective cohort study. Hemodial Int 2017; 22:82-92. [PMID: 28403540 DOI: 10.1111/hdi.12549] [Citation(s) in RCA: 38] [Impact Index Per Article: 5.4] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/04/2023]
Abstract
INTRODUCTION Patients with chronic kidney disease, especially those with end-stage renal disease, have an increased risk of death. Previous studies have suggested neutrophil/lymphocyte ratio (NLR) was related to worse outcome in patients undergoing hemodialysis (HD). However, monocyte/lymphocyte ratio (MLR) has not been evaluated in HD patients. In this study, we prospectively studied the predictive value of MLR for all-cause and cardiovascular mortality in HD patients and compared it with NLR. METHODS Patients who had been on a HD treatment for at least 6 months were enrolled. MLR was calculated by dividing the monocyte count by the lymphocyte count. Survival outcomes were estimated using the Kaplan-Meier method and compared by the log-rank test. Univariate and multivariate analyses were performed to evaluate the prognostic impact of MLR and other clinical factors on all-cause and cardiovascular mortality. RESULTS Mortality rates for the lowest, middle, and highest MLR tertile group were 3.65, 7.02, and 11.15, respectively per 100 patient-years. The Kaplan-Meier analysis revealed that survival rates were significantly different among three MLR groups (P < 0.001). In multivariate Cox regression analyses, MLR was independently associated with all-cause mortality (HR 4.842; 95% CI, 2.091-11.214; P < 0.001) and cardiovascular mortality (HR 6.985, 95% CI 1.943-25.115, P = 0.003) as continuous variables. NLR was not an independent predictor of all-cause nor cardiovascular mortality after adjusted with MLR. CONCLUSIONS The main finding of the study suggest that higher MLR was a strong and independent predictor of all-cause and cardiovascular mortality and overwhelmed NLR among HD patients.
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Affiliation(s)
- Fangfang Xiang
- Department of Nephrology, Zhongshan Hospital, Fudan University, Shanghai, China.,Shanghai Institute of Kidney and Dialysis, Shanghai, China
| | - Rongyi Chen
- Department of Nephrology, Zhongshan Hospital, Fudan University, Shanghai, China.,Shanghai Key Lab of Kidney and Blood Purification, Shanghai, China
| | - Xuesen Cao
- Department of Nephrology, Zhongshan Hospital, Fudan University, Shanghai, China
| | - Bo Shen
- Department of Nephrology, Zhongshan Hospital, Fudan University, Shanghai, China
| | - Zhonghua Liu
- Department of Nephrology, Zhongshan Hospital, Fudan University, Shanghai, China
| | - Xiao Tan
- Department of Nephrology, Zhongshan Hospital, Fudan University, Shanghai, China
| | - Xiaoqiang Ding
- Department of Nephrology, Zhongshan Hospital, Fudan University, Shanghai, China.,Shanghai Institute of Kidney and Dialysis, Shanghai, China
| | - Jianzhou Zou
- Department of Nephrology, Zhongshan Hospital, Fudan University, Shanghai, China.,Shanghai Key Lab of Kidney and Blood Purification, Shanghai, China
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Inflammation, oxidative stress, apoptosis, and autophagy in diabetes mellitus and diabetic kidney disease: the Four Horsemen of the Apocalypse. Int Urol Nephrol 2016; 49:837-844. [DOI: 10.1007/s11255-016-1488-4] [Citation(s) in RCA: 83] [Impact Index Per Article: 10.4] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/13/2016] [Accepted: 12/09/2016] [Indexed: 12/22/2022]
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Argan O, Ural D, Kozdag G, Sahin T, Bozyel S, Aktas M, Karauzum K, Yilmaz I, Dervis E, Agir A. Associations Between Neutrophil Gelatinase Associated Lipocalin, Neutrophil-to-Lymphocyte Ratio, Atrial Fibrillation and Renal Dysfunction in Chronic Heart Failure. Med Sci Monit 2016; 22:4765-4772. [PMID: 27918494 PMCID: PMC5154709 DOI: 10.12659/msm.898608] [Citation(s) in RCA: 13] [Impact Index Per Article: 1.6] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/22/2023] Open
Abstract
BACKGROUND Atrial fibrillation (AF) and renal dysfunction are two common comorbidities in patients with chronic heart failure with reduced ejection fraction (HFrEF). This study evaluated the effect of permanent AF on renal function in HFrEF and investigated the associations of atrial fibrillation, neutrophil gelatinase-associated lipocalin (NGAL), and neutrophil-to-lymphocyte ratio (NLR) with adverse clinical outcome. MATERIAL AND METHODS Serum NGAL levels measured by ELISA and NLR were compared between patients with sinus rhythm (HFrEF-SR, n=68), with permanent AF (HFrEF-AF, n=62), and a healthy control group (n=50). RESULTS Mean eGFR levels were significantly lower, and NLR and NGAL levels were significantly higher in the HFrEF patients than in the control patients but the difference between HFrEF-SR and HFrEF-AF was not statistically significant (NGAL: 95 ng/mL in HFrEF-SR, 113 ng/mL in HFrEF-AF and 84 ng/mL in the control group; p<0.001). Independent associates of baseline eGFR were age, hemoglobin, NLR, triiodothyronine, and pulmonary artery systolic pressure. In a mean 16 months follow-up, adverse clinical outcome defined as progression of kidney dysfunction and composite of all-cause mortality and re-hospitalization were not different between HFrEF-SR and HFrEF-AF patients. Although NGAL was associated with clinical endpoints in the univariate analysis, Cox regression analysis showed that independent predictors of increased events were the presence of signs right heart failure, C-reactive protein, NLR, triiodothyronine, and hemoglobin. In ROC analysis, a NLR >3 had a 68% sensitivity and 75% specificity to predict progression of kidney disease (AUC=0.72, 95% CI 0.58-0.85, p=0.001). CONCLUSIONS Presence of AF in patients with HFrEF was not an independent contributor of adverse clinical outcome (i.e., all-cause death, re-hospitalization) or progression of renal dysfunction. Renal dysfunction in HFrEF was associated with both NLR and NGAL levels, but systemic inflammation reflected by NLR seemed to be a more important determinant of progression of kidney dysfunction.
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Affiliation(s)
- Onur Argan
- Department of Cardiology, Kocaeli State Hospital, Kocaeli, Turkey
| | - Dilek Ural
- Department of Cardiology, Koc University, School of Medicine, Istanbul, Turkey
| | - Guliz Kozdag
- Department of Cardiology, Kocaeli University, Medical Faculty, Kocaeli, Turkey
| | - Tayfun Sahin
- Department of Cardiology, Kocaeli University, Medical Faculty, Kocaeli, Turkey
| | - Serdar Bozyel
- Department of Cardiology, Derince Training and Research Hospital, Kocaeli, Turkey
| | - Mujdat Aktas
- Department of Cardiology, Kocaeli University, Medical Faculty, Kocaeli, Turkey
| | - Kurtulus Karauzum
- Department of Cardiology, Derince Training and Research Hospital, Kocaeli, Turkey
| | - Irem Yilmaz
- Department of Cardiology, Isparta Yalvac State Hospital, Isparta, Turkey
| | - Emir Dervis
- Department of Cardiology, Kocaeli University, Medical Faculty, Kocaeli, Turkey
| | - Aysen Agir
- Department of Cardiology, Kocaeli University, Medical Faculty, Kocaeli, Turkey
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Luo P, Li R, Yu S, Xu T, Yue S, Ji Y, Chen X, Xie H. The Relationship between Neutrophil-to-Lymphocyte Ratio and Intracerebral Hemorrhage in Type 2 Diabetes Mellitus. J Stroke Cerebrovasc Dis 2016; 26:930-937. [PMID: 27908556 DOI: 10.1016/j.jstrokecerebrovasdis.2016.10.041] [Citation(s) in RCA: 10] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/13/2016] [Revised: 10/26/2016] [Accepted: 10/31/2016] [Indexed: 02/07/2023] Open
Abstract
INTRODUCTION Chronic systematic inflammation has been suggested to be associated with the occurrence and development of cardiovascular events. Low-grade systematic inflammation persists in type 2 diabetes mellitus (T2DM) patients. In addition, the risk of cerebral hemorrhage in these patients is increased compared with non-diabetic patients. Neutrophil-to-lymphocyte ratio (NLR) is the ratio derived by dividing the neutrophil count with the lymphocyte count from a peripheral blood sample. This study aimed to explore the relation between NLR and cerebral hemorrhage, and to prove that NLR is an independent risk factor of cerebral hemorrhage in T2DM patients. METHODS In total, 429 cases of T2DM patients were included. The patients were divided into two groups depending on the presence of cerebral hemorrhage: the cerebral hemorrhage group (n = 87) and the control group (n = 342). Based on clinical and laboratory data of diabetes diagnosis, this article investigates the relationship between NLR and the risk of cerebral hemorrhage. RESULTS Increase in NLR was positively correlated with the incidence of cerebral hemorrhage in T2DM patients and might serve as an independent risk factor of cerebral hemorrhage in T2DM patients (OR: 4.451, 95% CI: 2.582-7.672). NLR >2.58 might be useful in predicting the threshold value of cerebral hemorrhage risk in newly diagnosed T2DM patients (area under the curve: .72, 95% CI: .659-.780, P < .001) CONCLUSION: As an indicator of the degree of systematic inflammation, NLR is an independent risk factor of cerebral hemorrhage in T2DM patients.
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Affiliation(s)
- Peng Luo
- Zhujiang Hospital, Southern Medical University, Guangzhou, China
| | - Rui Li
- Zhujiang Hospital, Southern Medical University, Guangzhou, China
| | - Siyuan Yu
- Zhujiang Hospital, Southern Medical University, Guangzhou, China
| | - Tingting Xu
- Zhujiang Hospital, Southern Medical University, Guangzhou, China
| | - Shufan Yue
- Zhujiang Hospital, Southern Medical University, Guangzhou, China
| | - Yongli Ji
- Zhujiang Hospital, Southern Medical University, Guangzhou, China
| | - Xin Chen
- Zhujiang Hospital, Southern Medical University, Guangzhou, China.
| | - Haiting Xie
- Zhujiang Hospital, Southern Medical University, Guangzhou, China.
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Vatankhah N, Jahangiri Y, Landry GJ, McLafferty RB, Alkayed NJ, Moneta GL, Azarbal AF. Predictive value of neutrophil-to-lymphocyte ratio in diabetic wound healing. J Vasc Surg 2016; 65:478-483. [PMID: 27887858 DOI: 10.1016/j.jvs.2016.08.108] [Citation(s) in RCA: 22] [Impact Index Per Article: 2.8] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/03/2016] [Accepted: 08/18/2016] [Indexed: 02/06/2023]
Abstract
OBJECTIVE The neutrophil-to-lymphocyte ratio (NLR) has been used as a surrogate marker of systemic inflammation. We sought to investigate the association between NLR and wound healing in diabetic wounds. METHODS The outcomes of 120 diabetic foot ulcers in 101 patients referred from August 2011 to December 2014 were examined retrospectively. Demographic, patient-specific, and wound-specific variables as well as NLR at baseline visit were assessed. Outcomes were classified as ulcer healing, minor amputation, major amputation, and chronic ulcer. RESULTS The subjects' mean age was 59.4 ± 13.0 years, and 67 (66%) were male. Final outcome was complete healing in 24 ulcers (20%), minor amputation in 58 (48%) and major amputation in 16 (13%), and 22 chronic ulcers (18%) at the last follow-up (median follow-up time, 6.8 months). In multivariate analysis, higher NLR (odds ratio, 13.61; P = .01) was associated with higher odds of nonhealing. CONCLUSIONS NLR can predict odds of complete healing in diabetic foot ulcers independent of wound infection and other factors.
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Affiliation(s)
- Nasibeh Vatankhah
- Division of Vascular Surgery, Knight Cardiovascular Institute, Oregon Health & Science University, Portland, Ore.
| | - Younes Jahangiri
- Dotter Interventional Institute, Oregon Health & Science University, Portland, Ore
| | - Gregory J Landry
- Division of Vascular Surgery, Knight Cardiovascular Institute, Oregon Health & Science University, Portland, Ore
| | - Robert B McLafferty
- Division of Vascular Surgery, Knight Cardiovascular Institute, Oregon Health & Science University, Portland, Ore
| | - Nabil J Alkayed
- Department of Anesthesiology and Perioperative Medicine, Knight Cardiovascular Institute, Oregon Health & Science University, Portland, Ore
| | - Gregory L Moneta
- Division of Vascular Surgery, Knight Cardiovascular Institute, Oregon Health & Science University, Portland, Ore
| | - Amir F Azarbal
- Division of Vascular Surgery, Knight Cardiovascular Institute, Oregon Health & Science University, Portland, Ore
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DiGangi C. Neutrophil-lymphocyte ratio: Predicting cardiovascular and renal complications in patients with diabetes. J Am Assoc Nurse Pract 2016; 28:410-4. [PMID: 27092809 DOI: 10.1002/2327-6924.12366] [Citation(s) in RCA: 22] [Impact Index Per Article: 2.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/01/2015] [Revised: 01/21/2016] [Accepted: 03/06/2016] [Indexed: 11/05/2022]
Abstract
PURPOSE Diabetes mellitus (DM) is a growing pandemic. The cause of mortality for most patients with DM is cardiovascular or renal complications. The purpose of this article is to discuss the emerging role of the neutrophil-lymphocyte ratio (NLR) as a prognostic marker in predicting development and progression of diabetic nephropathy (DN) as well as major adverse cardiac events (MACEs), and related mortality in patients diagnosed with DM. DATA SOURCES A review of original research published in English identified through CINAHL and PubMed was performed. CONCLUSIONS Research identifies the NLR as an independent predictor of the development and progression of DN, MACE occurrence, and subsequent mortality. Studies with larger sample sizes are needed to strengthen the current evidence. Future studies must also identify specific NLR values that can be used as reference points for risk prognostication for patients. IMPLICATIONS FOR PRACTICE Current evidence reinforces the need to consider the use of new prognostic tools for DN and cardiovascular disease in patients with DM. The use of the NLR in clinical practice can greatly improve quality of life for those with DM by establishing more effective disease management.
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The relation of neutrophil-to-lymphocyte ratio, platelet-to-lymphocyte ratio, and mean platelet volume with the presence and severity of Behçet's syndrome. Kaohsiung J Med Sci 2015; 31:626-31. [PMID: 26709224 DOI: 10.1016/j.kjms.2015.10.010] [Citation(s) in RCA: 58] [Impact Index Per Article: 6.4] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/20/2015] [Revised: 10/26/2015] [Accepted: 10/27/2015] [Indexed: 01/04/2023] Open
Abstract
Behçet's syndrome (BS) is associated with chronic inflammation and endothelial dysfunction. Although there have been extensive investigations on neutrophil-to-lymphocyte ratio (NLR), platelet-to-lymphocyte ratio (PLR), and mean platelet volume (MPV) in many diseases, their roles in BS is unclear. The purpose of the present study was to evaluate NLR, PLR, and MPV levels in BS patients and explore their clinical significance. The study included 254 patients with BS and 173 healthy individuals. Age, sex, age of onset, duration of disease, smoking, Behçet activity score, total white blood counts, neutrophil, platelet, and T lymphocyte counts of the patients were recorded. White blood cell (WBC), neutrophil, platelet, NLR, and PLR were significantly higher in patients with BS when compared with healthy controls (all p < 0.001). Lymphocyte counts and MPVs of the BS group were not statistically different from healthy controls (all p > 0.05). In the BS group, PLR and MPV were significantly different among the three severity groups (p = 0.037 and p = 0.016, respectively). We showed that any laboratory markers were not associated with joint, eye, central nervous system, large vessel, or gastrointestinal involvement in BS. NLR was shown to be an independent factor for BS by multivariate analysis. We suggest that NLR can be considered to be a diagnostic criterion of BS given the support of the findings from larger prospective studies.
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Guo X, Zhang S, Zhang Q, Liu L, Wu H, Du H, Shi H, Wang C, Xia Y, Liu X, Li C, Sun S, Wang X, Zhou M, Huang G, Jia Q, Zhao H, Song K, Niu K. Neutrophil:lymphocyte ratio is positively related to type 2 diabetes in a large-scale adult population: a Tianjin Chronic Low-Grade Systemic Inflammation and Health cohort study. Eur J Endocrinol 2015; 173:217-25. [PMID: 25953830 DOI: 10.1530/eje-15-0176] [Citation(s) in RCA: 37] [Impact Index Per Article: 4.1] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 02/14/2015] [Accepted: 05/07/2015] [Indexed: 12/29/2022]
Abstract
AIM It is widely known that inflammation is related to type 2 diabetes (T2D), but few studies have shown a direct relationship between the immune system and T2D using a reliable biomarker. Neutrophil:lymphocyte ratio (NLR) is an easy-to-analyze inflammation biomarker, but few studies have assessed the relationship between NLR and T2D. In order to evaluate how NLR is related to T2D, we designed a large-scale cross-sectional and prospective cohort study in an adult population. SUBJECTS AND METHODS Participants were recruited from the Tianjin Medical University General Hospital-Health Management Centre. Both a baseline cross-sectional (n=87,686) and a prospective (n=38,074) assessment were performed. Participants without a history of T2D were followed up for ∼ 6 years (with a median follow-up of 2.7 years). Adjusted logistic and Cox proportional hazards regression models were used to assess relationships between the quintiles of NLR and T2D (covariates: age, sex, BMI, smoking status, drinking status, hypertension, hyperlipidemia, and family history of cardiovascular disease, hypertension, hyperlipidemia, or diabetes). RESULTS The prevalence and incidence of T2D were 4.9% and 6.8/1000 person-years respectively. The adjusted odds ratio and hazard ratio (95% CI) of the highest NLR quintile were 1.34 (1.21, 1.49) and 1.39 (1.09, 1.78) (both P for trend <0.01) respectively as compared to the lowest quintile of NLR. Leukocyte, neutrophil, and lymphocyte counts do not significantly predict the eventual development of T2D. CONCLUSION The present study demonstrates that NLR is related to the prevalence and incidence of T2D, and it suggests that NLR may be an efficient and accurate prognostic biomarker for T2D.
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Affiliation(s)
- Xiaoyan Guo
- Nutritional Epidemiology Institute and School of Public HealthTianjin Medical University, 22 Qixiangtai Road, Heping District, Tianjin 300070, ChinaHealth Management CentreTianjin Medical University General Hospital, Tianjin 300052, China
| | - Shu Zhang
- Nutritional Epidemiology Institute and School of Public HealthTianjin Medical University, 22 Qixiangtai Road, Heping District, Tianjin 300070, ChinaHealth Management CentreTianjin Medical University General Hospital, Tianjin 300052, China
| | - Qing Zhang
- Nutritional Epidemiology Institute and School of Public HealthTianjin Medical University, 22 Qixiangtai Road, Heping District, Tianjin 300070, ChinaHealth Management CentreTianjin Medical University General Hospital, Tianjin 300052, China
| | - Li Liu
- Nutritional Epidemiology Institute and School of Public HealthTianjin Medical University, 22 Qixiangtai Road, Heping District, Tianjin 300070, ChinaHealth Management CentreTianjin Medical University General Hospital, Tianjin 300052, China
| | - Hongmei Wu
- Nutritional Epidemiology Institute and School of Public HealthTianjin Medical University, 22 Qixiangtai Road, Heping District, Tianjin 300070, ChinaHealth Management CentreTianjin Medical University General Hospital, Tianjin 300052, China
| | - Huanmin Du
- Nutritional Epidemiology Institute and School of Public HealthTianjin Medical University, 22 Qixiangtai Road, Heping District, Tianjin 300070, ChinaHealth Management CentreTianjin Medical University General Hospital, Tianjin 300052, China
| | - Hongbin Shi
- Nutritional Epidemiology Institute and School of Public HealthTianjin Medical University, 22 Qixiangtai Road, Heping District, Tianjin 300070, ChinaHealth Management CentreTianjin Medical University General Hospital, Tianjin 300052, China
| | - Chongjin Wang
- Nutritional Epidemiology Institute and School of Public HealthTianjin Medical University, 22 Qixiangtai Road, Heping District, Tianjin 300070, ChinaHealth Management CentreTianjin Medical University General Hospital, Tianjin 300052, China
| | - Yang Xia
- Nutritional Epidemiology Institute and School of Public HealthTianjin Medical University, 22 Qixiangtai Road, Heping District, Tianjin 300070, ChinaHealth Management CentreTianjin Medical University General Hospital, Tianjin 300052, China
| | - Xing Liu
- Nutritional Epidemiology Institute and School of Public HealthTianjin Medical University, 22 Qixiangtai Road, Heping District, Tianjin 300070, ChinaHealth Management CentreTianjin Medical University General Hospital, Tianjin 300052, China
| | - Chunlei Li
- Nutritional Epidemiology Institute and School of Public HealthTianjin Medical University, 22 Qixiangtai Road, Heping District, Tianjin 300070, ChinaHealth Management CentreTianjin Medical University General Hospital, Tianjin 300052, China
| | - Shaomei Sun
- Nutritional Epidemiology Institute and School of Public HealthTianjin Medical University, 22 Qixiangtai Road, Heping District, Tianjin 300070, ChinaHealth Management CentreTianjin Medical University General Hospital, Tianjin 300052, China
| | - Xing Wang
- Nutritional Epidemiology Institute and School of Public HealthTianjin Medical University, 22 Qixiangtai Road, Heping District, Tianjin 300070, ChinaHealth Management CentreTianjin Medical University General Hospital, Tianjin 300052, China
| | - Ming Zhou
- Nutritional Epidemiology Institute and School of Public HealthTianjin Medical University, 22 Qixiangtai Road, Heping District, Tianjin 300070, ChinaHealth Management CentreTianjin Medical University General Hospital, Tianjin 300052, China
| | - Guowei Huang
- Nutritional Epidemiology Institute and School of Public HealthTianjin Medical University, 22 Qixiangtai Road, Heping District, Tianjin 300070, ChinaHealth Management CentreTianjin Medical University General Hospital, Tianjin 300052, China
| | - Qiyu Jia
- Nutritional Epidemiology Institute and School of Public HealthTianjin Medical University, 22 Qixiangtai Road, Heping District, Tianjin 300070, ChinaHealth Management CentreTianjin Medical University General Hospital, Tianjin 300052, China
| | - Honglin Zhao
- Nutritional Epidemiology Institute and School of Public HealthTianjin Medical University, 22 Qixiangtai Road, Heping District, Tianjin 300070, ChinaHealth Management CentreTianjin Medical University General Hospital, Tianjin 300052, China
| | - Kun Song
- Nutritional Epidemiology Institute and School of Public HealthTianjin Medical University, 22 Qixiangtai Road, Heping District, Tianjin 300070, ChinaHealth Management CentreTianjin Medical University General Hospital, Tianjin 300052, China
| | - Kaijun Niu
- Nutritional Epidemiology Institute and School of Public HealthTianjin Medical University, 22 Qixiangtai Road, Heping District, Tianjin 300070, ChinaHealth Management CentreTianjin Medical University General Hospital, Tianjin 300052, China
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Kalemci S, Akin F, Altun I, Kose N. Hematologic parameters in patients with sarcoidosis. CLINICAL RESPIRATORY JOURNAL 2015; 11:399. [PMID: 26084615 DOI: 10.1111/crj.12342] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 11/29/2022]
Affiliation(s)
- Serdar Kalemci
- Department of Chest Disease, Mugla Sitki Kocman University, Faculty of Medicine, Muğla, Turkey
| | - Fatih Akin
- Department of Cardiology, Mugla Sitki Kocman University, Faculty of Medicine, Muğla, Turkey
| | - Ibrahim Altun
- Department of Cardiology, Mugla Sitki Kocman University, Faculty of Medicine, Muğla, Turkey
| | - Nuri Kose
- Department of Cardiology, Mugla Sitki Kocman University, Faculty of Medicine, Muğla, Turkey
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Akın MN, Harmandar Kasap B, Uslu Yuvacı H. Neutrophil-to-lymphocyte ratio and platelet distribution in patients with endometrial cancer. J Obstet Gynaecol Res 2015; 41:1499. [DOI: 10.1111/jog.12723] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.1] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/03/2015] [Accepted: 03/04/2015] [Indexed: 11/30/2022]
Affiliation(s)
- Melike Nur Akın
- Department of Gynecology and Obstetrics; Muğla Sıtkı Kocman University School of Medicine; Muğla Turkey
| | - Burcu Harmandar Kasap
- Department of Gynecology and Obstetrics; Muğla Sıtkı Kocman University School of Medicine; Muğla Turkey
| | - Hilal Uslu Yuvacı
- Department of Gynecology and Obstetrics; Sakarya University Training and Research Hospital; Sakarya Turkey
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Verdoia M, Schaffer A, Barbieri L, Aimaretti G, Marino P, Sinigaglia F, Suryapranata H, De Luca G. Impact of diabetes on neutrophil-to-lymphocyte ratio and its relationship to coronary artery disease. DIABETES & METABOLISM 2015; 41:304-311. [PMID: 25656745 DOI: 10.1016/j.diabet.2015.01.001] [Citation(s) in RCA: 60] [Impact Index Per Article: 6.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Subscribe] [Scholar Register] [Received: 10/27/2014] [Revised: 01/10/2015] [Accepted: 01/13/2015] [Indexed: 12/29/2022]
Abstract
BACKGROUND Coronary artery disease (CAD) is the leading cause of mortality among diabetic patients, and the neutrophil-to-lymphocyte ratio (NLR) has recently emerged from among inflammatory parameters as a potential indicator of vascular complications and poorer outcome in patients with diabetes. This study aimed to evaluate: 1) the impact of diabetes on NLR; and 2) the role of NLR on the extent of CAD among diabetic patients undergoing coronary angiography. METHODS Consecutive patients undergoing coronary angiography were included. Diabetic status and main chemistry parameters were assessed at the time of admission. Significant CAD was defined as at least one vessel with stenosis>50%, while severe CAD was left main and/or three-vessel disease, as evaluated by quantitative coronary angiography (QCA). RESULTS Diabetes was observed in 1377 of 3756 patients (36.7%); they were older, and displayed higher-risk cardiovascular profile and more complex CAD. Diabetic status was also associated with a significant increase in NLR (P=0.004). Among diabetics, higher NLR tertile values were related to ageing (P<0.001), dyslipidaemia (P<0.001), renal failure (P<0.001), body mass index (P<0.001), previous percutaneous coronary revascularization (P=0.004) and cerebrovascular events (P=0.003), acute presentation (P<0.001), treatment at admission with beta-blockers/statins/ASA (all P<0.001), diuretics (P=0.01) or clopidogrel (P=0.04), platelet count (P=0.03), white blood cell count, creatinine, glycaemia and C-reactive protein (P<0.001), and inversely related to haemoglobin, triglyceride levels (P<0.001) and smoking (P=0.03). NLR was associated with multivessel disease (P<0.001), degree of stenosis (P=0.01), type C lesions (P=0.02), coronary calcifications and intracoronary thrombus (P<0.001), but inversely with in-stent restenosis (P=0.003) and TIMI flow grade (P=0.02). Also, NLR was directly related to CAD prevalence (P<0.001; adjusted OR [95% CI]: 1.62 [1.27-2.07], P<0.001) and CAD severity (P<0.001; adjusted OR [95% CI]: 1.19 [1.00-1.43], P=0.05). CONCLUSION NLR is increased among diabetic patients and, in such patients, is independently associated with the prevalence and severity of CAD. Further studies are now needed to confirm present results and to evaluate the underlying pathophysiological mechanisms behind our findings.
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Affiliation(s)
- M Verdoia
- Department of Cardiology, Azienda Ospedaliera-Universitaria "Maggiore della Carità", Eastern Piedmont University, Novara, Italy
| | - A Schaffer
- Department of Cardiology, Azienda Ospedaliera-Universitaria "Maggiore della Carità", Eastern Piedmont University, Novara, Italy
| | - L Barbieri
- Department of Cardiology, Azienda Ospedaliera-Universitaria "Maggiore della Carità", Eastern Piedmont University, Novara, Italy
| | - G Aimaretti
- Division of Diabetology, Azienda Ospedaliera-Universitaria "Maggiore della Carità", Eastern Piedmont University, Novara, Italy
| | - P Marino
- Department of Cardiology, Azienda Ospedaliera-Universitaria "Maggiore della Carità", Eastern Piedmont University, Novara, Italy
| | - F Sinigaglia
- Department of Translational Medicine, Eastern Piedmont University, Novara, Italy; Centro di Biotecnologie per la Ricerca Medica Applicata (BRMA), Eastern Piedmont University, Novara, Italy
| | - H Suryapranata
- Department of Cardiology, UMC St Radboud, Nijmegen, The Netherlands
| | - G De Luca
- Department of Cardiology, Azienda Ospedaliera-Universitaria "Maggiore della Carità", Eastern Piedmont University, Novara, Italy; Centro di Biotecnologie per la Ricerca Medica Applicata (BRMA), Eastern Piedmont University, Novara, Italy.
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Bilen Y, Cankaya E, Bilen N, Keles M, Erdem F, Uyanik A, Hamidullah Uyanik M. Peritonitis incidence was correlated with duration of peritoneal dialysis rather than leptin or neutrophil to lymphocyte (n/l) ratio in peritoneal dialysis patients. Eurasian J Med 2015; 46:145-50. [PMID: 25610316 DOI: 10.5152/eajm.2014.45] [Citation(s) in RCA: 5] [Impact Index Per Article: 0.6] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/24/2013] [Accepted: 08/28/2013] [Indexed: 01/05/2023] Open
Abstract
OBJECTIVE End stage renal disease (ESRD) has a high worldwide prevalence and incidence. Peritonitis is one of the leading causes of hospitalization in peritoneal dialysis patients. Although inflammatory markers show increased inflammatory responses, cellular immune response was decreased in ESRD patients. Leptin is an adipocyte-derived hormone that has activity in energy, nutrition and immune system. Neutrophil to lymphocyte ratio (N/L) was emerged as a predictive and prognostic criterion in many instances. In this study, we aimed to investigate the relationships between increased inflammation in peritoneal dialysis patients and leptin, N/L ratio. MATERIALS AND METHODS Forty-one ESRD patients, who were been at least 12 months of peritoneal dialysis therapy, were included in the study. Patients' demographic properties were recorded. Serum leptin level, WBC count, C-reactive protein, erythrocyte sedimentation rate and biochemical markers were measured. Patients with active viral or bacterial infection, malignancy, inflammatory disease, immunosuppressive medication users were all excluded from the study. Age and sex-matched healthy control group was included in the study only for their leptin levels. RESULTS The measured mean serum leptin level of the patient group was statistically significantly higher than control group (1624.88±1608.16 and 416±439.85). The calculated mean peritonitis incidence was 0.041±0.047 peritonitis/per year. The number of peritonitis attack was significantly correlated with duration of peritoneal dialysis, body mass index (BMI), age and presence of cardiovascular disease. Serum leptin level was significantly correlated with sex, age, primary cause of ESRD, BMI, blood glucose level and duration of peritoneal dialysis (PD). CONCLUSION We detected that ESRD patients have higher serum leptin levels compare to healthy adults. Increased leptin was correlated with sex, age, BMI, primary cause of ESRD and serum glucose level. Number of peritonitis attack and peritonitis incidence was significantly correlated with the duration of PD, BMI and sex. We weren't able to show the predictive N/L value in PD patients in case of peritonitis.
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Affiliation(s)
- Yusuf Bilen
- Department of Hematology, Ataturk University Faculty of Medicine, Erzurum, Turkey
| | - Erdem Cankaya
- Department of Nephrology, Ataturk University Faculty of Medicine, Erzurum, Turkey
| | - Nurhan Bilen
- Department of Internal Medicine, Erzurum Regional Training and Research Hospital, Erzurum, Turkey
| | - Mustafa Keles
- Department of Nephrology, Ataturk University Faculty of Medicine, Erzurum, Turkey
| | - Fuat Erdem
- Department of Hematology, Ataturk University Faculty of Medicine, Erzurum, Turkey
| | - Abdullah Uyanik
- Department of Nephrology, Ataturk University Faculty of Medicine, Erzurum, Turkey
| | - M Hamidullah Uyanik
- Department of Microbilology, Ataturk University Faculty of Medicine, Erzurum, Turkey
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74
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Shiny A, Bibin YS, Shanthirani CS, Regin BS, Anjana RM, Balasubramanyam M, Jebarani S, Mohan V. Association of neutrophil-lymphocyte ratio with glucose intolerance: an indicator of systemic inflammation in patients with type 2 diabetes. Diabetes Technol Ther 2014; 16:524-30. [PMID: 24455985 DOI: 10.1089/dia.2013.0264] [Citation(s) in RCA: 77] [Impact Index Per Article: 7.7] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 12/20/2022]
Abstract
BACKGROUND The neutrophil-lymphocyte ratio (NLR) has been demonstrated to be a better risk factor than total white blood cell count in the prediction of adverse outcomes in various medical conditions. This study analyzed the association of NLR with different grades of glucose tolerance and insulin resistance in Asian Indians. SUBJECTS AND METHODS Study subjects were recruited from Phase 3 of the Chennai Urban Rural Epidemiology Study (CURES). For this cross-sectional analysis, subjects with normal glucose tolerance (NGT) (n=237), impaired glucose tolerance (IGT) (n=63), and type 2 diabetes mellitus (DM) (n=286) were selected. The hemogram was done in all subjects using a five-part hematology analyzer (model SF-3000; Sysmex, Kobe, Japan). The NLR was calculated as the ratio between counts for neutrophils and total lymphocytes. Fasting insulin was measured by enzyme-linked immunosorbent assay, and insulin resistance was calculated using the homeostasis model assessment (HOMA-IR). RESULTS Subjects with DM showed a significantly higher NLR (2.2 ± 1.12) compared with IGT subjects (1.82 ± 0.63), who in turn had a higher ratio than NGT subjects (1.5 ± 0.41) (P<0.01). Pearson correlation analysis showed a significant positive correlation of NLR with glycated hemoglobin (r=0.411), fasting plasma glucose (r=0.378), and HOMA-IR (r=0.233) (P<0.001). Regression analysis showed a linear increase in NLR with increasing severity of glucose intolerance even after adjusting for age, waist circumference, blood pressure, triglycerides, and smoking. CONCLUSIONS This is the first report on the correlation of NLR with different grades of glucose intolerance and insulin resistance. NLR can be used as an adjuvant prognostic marker for macro- and microvascular complications in patients with glucose intolerance.
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Affiliation(s)
- Abhijit Shiny
- Madras Diabetes Research Foundation and Dr. Mohan's Diabetes Specialities Centre , WHO Collaborating Centre for Non-Communicable Diseases Prevention and Control and International Diabetes Federation Centre of Education, Gopalapuram, Chennai, India
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75
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Ilhan N, Daglioglu MC, Ilhan O, Coskun M, Tuzcu EA, Kahraman H, Keskin U. Assessment of Neutrophil/Lymphocyte Ratio in Patients with Age-related Macular Degeneration. Ocul Immunol Inflamm 2014; 23:287-290. [DOI: 10.3109/09273948.2014.921715] [Citation(s) in RCA: 44] [Impact Index Per Article: 4.4] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/13/2022]
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76
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Sonpavde G, Pond GR, Armstrong AJ, Clarke SJ, Vardy JL, Templeton AJ, Wang SL, Paolini J, Chen I, Chow-Maneval E, Lechuga M, Smith MR, Michaelson MD. Prognostic impact of the neutrophil-to-lymphocyte ratio in men with metastatic castration-resistant prostate cancer. Clin Genitourin Cancer 2014; 12:317-24. [PMID: 24806399 DOI: 10.1016/j.clgc.2014.03.005] [Citation(s) in RCA: 48] [Impact Index Per Article: 4.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/19/2013] [Revised: 03/06/2014] [Accepted: 03/11/2014] [Indexed: 12/28/2022]
Abstract
BACKGROUND We retrospectively evaluated the prognostic impact of neutrophil-lymphocyte ratio (NLR) as a marker for inflammatory and immune state in men with progressive metastatic castration resistant prostate cancer (mCRPC) following docetaxel. METHODS The SUN-1120 phase III trial comparing prednisone combined with sunitinib (n = 584) or placebo (n = 289) for mCRPC following docetaxel-based chemotherapy was evaluated. The arms were combined for analysis, since no difference was observed in the primary endpoint of overall survival (OS). A logarithmic transformation was applied to non-normal factors. The Kaplan-Meier method was used for OS estimation. To identify an optimal prognostic model for survival, we used a Cox proportional hazards regression method with forward stepwise selection, stratifying for ECOG PS, progression type (prostate specific antigen [PSA] or radiographic) and treatment group. Patients were categorized into risk groups. RESULTS Complete data was evaluable for 784 men. The factors used in the model that remained individually significant for OS in multivariable analysis were: log-lactate dehydrogenase level (LDH) level (HR 2.86 [95% CI = 2.29, 3.56], P < .001), hemoglobin (0.80 [0.74, 0.85], P < .001), > 1 organ involved by metastatic disease (1.49 [1.21, 1.84], P < .001), log-alkaline phosphatase (1.13 [0.99, 1.28], P = .074), log-number of prior cycles of docetaxel (0.84 [0.71, 0.98], P = .031), progression on docetaxel (1.35 [1.00, 1.81], P = .049), log-PSA (1.06 [1.00, 1.12], P = .075) and log-NLR (1.55 [1.32, 1.83], P < .001). NLR increased the c-statistic of the prognostic model from 0.703 to 0.715. CONCLUSION High NLR may be associated with an independent poor prognostic impact in post-docetaxel patients with mCRPC. These data warrant external validation.
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Affiliation(s)
- Guru Sonpavde
- University of Alabama, Birmingham (UAB) Comprehensive Cancer Center, Birmingham, AL.
| | - Gregory R Pond
- Ontario Clinical Oncology Group, McMaster University, Hamilton, Canada
| | | | | | | | | | - Shaw-Ling Wang
- Pfizer Inc, New Jersey, NJ; ICON Clinical Research Inc, San Diego, CA
| | | | - Isan Chen
- Pfizer Inc, New Jersey, NJ; Aragon Pharmaceuticals, San Diego, CA
| | | | | | - Matthew R Smith
- Massachusetts General Hospital, Boston, MA; Harvard Medical School, Boston, MA
| | - M Dror Michaelson
- Massachusetts General Hospital, Boston, MA; Harvard Medical School, Boston, MA
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77
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Neutrophil-lymphocyte ratio in small renal masses. ISRN UROLOGY 2014; 2014:759253. [PMID: 25006517 PMCID: PMC3972910 DOI: 10.1155/2014/759253] [Citation(s) in RCA: 7] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Abstract] [Download PDF] [Subscribe] [Scholar Register] [Received: 02/07/2014] [Accepted: 02/27/2014] [Indexed: 12/18/2022]
Abstract
Introduction. To evaluate the association between preoperative neutrophil-lymphocyte ratio (NLR) and clinicopathologic characteristics in patients with small renal masses (SRM). Methods. Retrospective chart reviews of patients with renal masses ≤4 cm who underwent nephrectomy from January 2007 to July 2012 were conducted. Multivariable linear regression was used to examine the association between preoperative NLR and clinicopathologic variables. Results. In 1001 patients, we noted higher mean preoperative NLR in men (3.0 ± 1.4 versus 2.6 ± 1.3 in women, P < 0.01) and Caucasians (2.9 ± 1.4 versus 1.9 ± 0.9 in African Americans, P < 0.01) but no significant differences in patients with low (I-II) versus high (III-IV) American Society of Anesthesiologists (ASA) scores (2.8 ± 1.4 versus 2.9 ± 1.5, P = 0.18) or benign versus malignant pathology (2.9 ± 1.4 versus 2.8 ± 1.3, P = 0.75). Spearman correlation analysis (ρ) showed preoperative NLR significantly correlated with age (ρ = 0.15, P < 0.01) and preoperative serum creatinine (Crea) [ρ = 0.13, P < 0.01]. On multivariable linear regression analysis older age, male gender, Caucasian race, and preoperative Crea were predictive of higher preoperative NLR, but ASA score and tumor pathology were not. Conclusions. In patients with SRM, we found no association between preoperative NLR and tumor pathology.
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78
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Shin H, GÜnther O, Hollander Z, Wilson-Mcmanus JE, Ng RT, Balshaw R, Keown PA, Mcmaster R, Mcmanus BM, Isbel NM, Knoll G, Team SJT. Longitudinal Analysis of Whole Blood Transcriptomes to Explore Molecular Signatures Associated with Acute Renal Allograft Rejection. Bioinform Biol Insights 2014; 8:17-33. [PMID: 24526836 PMCID: PMC3921155 DOI: 10.4137/bbi.s13376] [Citation(s) in RCA: 7] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/08/2013] [Revised: 11/17/2013] [Accepted: 11/17/2013] [Indexed: 11/05/2022] Open
Abstract
In this study, we explored a time course of peripheral whole blood transcriptomes from kidney transplantation patients who either experienced an acute rejection episode or did not in order to better delineate the immunological and biological processes measureable in blood leukocytes that are associated with acute renal allograft rejection. Using microarrays, we generated gene expression data from 24 acute rejectors and 24 nonrejectors. We filtered the data to obtain the most unambiguous and robustly expressing probe sets and selected a subset of patients with the clearest phenotype. We then performed a data-driven exploratory analysis using data reduction and differential gene expression analysis tools in order to reveal gene expression signatures associated with acute allograft rejection. Using a template-matching algorithm, we then expanded our analysis to include time course data, identifying genes whose expression is modulated leading up to acute rejection. We have identified molecular phenotypes associated with acute renal allograft rejection, including a significantly upregulated signature of neutrophil activation and accumulation following transplant surgery that is common to both acute rejectors and nonrejectors. Our analysis shows that this expression signature appears to stabilize over time in nonrejectors but persists in patients who go on to reject the transplanted organ. In addition, we describe an expression signature characteristic of lymphocyte activity and proliferation. This lymphocyte signature is significantly downregulated in both acute rejectors and nonrejectors following surgery; however, patients who go on to reject the organ show a persistent downregulation of this signature relative to the neutrophil signature.
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Affiliation(s)
- Heesun Shin
- NCE CECR PROOF Centre of Excellence, Vancouver, BC
- University of British Columbia (UBC) Department of Medicine, Vancouver, BC
- Institute for HEART + LUNG Health, Vancouver, BC
| | | | - Zsuzsanna Hollander
- NCE CECR PROOF Centre of Excellence, Vancouver, BC
- UBC Department of Pathology and Laboratory Medicine, Vancouver, BC
- Institute for HEART + LUNG Health, Vancouver, BC
| | | | - Raymond T. Ng
- NCE CECR PROOF Centre of Excellence, Vancouver, BC
- UBC Department of Computer Science, Vancouver, BC
| | - Robert Balshaw
- NCE CECR PROOF Centre of Excellence, Vancouver, BC
- UBC Department of Statistics, Vancouver, BC
| | - Paul A. Keown
- NCE CECR PROOF Centre of Excellence, Vancouver, BC
- University of British Columbia (UBC) Department of Medicine, Vancouver, BC
| | - Robert Mcmaster
- NCE CECR PROOF Centre of Excellence, Vancouver, BC
- UBC Department of Medical Genetics, Vancouver, BC
| | - Bruce M. Mcmanus
- NCE CECR PROOF Centre of Excellence, Vancouver, BC
- UBC Department of Pathology and Laboratory Medicine, Vancouver, BC
- Institute for HEART + LUNG Health, Vancouver, BC
| | - Nicole M. Isbel
- Department of Nephrology, Princess Alexandra Hospital, and University of Queensland, Brisbane Australia
| | - Greg Knoll
- The Ottawa Hospital Research Institute, Ottawa, ON, Canada
| | - Scott J. Tebbutt Team
- NCE CECR PROOF Centre of Excellence, Vancouver, BC
- University of British Columbia (UBC) Department of Medicine, Vancouver, BC
- Institute for HEART + LUNG Health, Vancouver, BC
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79
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Shin H, Günther O, Hollander Z, Wilson-McManus JE, Ng RT, Balshaw R, Keown PA, McMaster R, McManus BM, Isbel NM, Knoll G, Tebbutt SJ. Longitudinal analysis of whole blood transcriptomes to explore molecular signatures associated with acute renal allograft rejection. Bioinform Biol Insights 2014. [PMID: 24526836 DOI: 10.4137/bbi.s13376.] [Citation(s) in RCA: 4] [Impact Index Per Article: 0.4] [Reference Citation Analysis] [Abstract] [Key Words] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/05/2022] Open
Abstract
In this study, we explored a time course of peripheral whole blood transcriptomes from kidney transplantation patients who either experienced an acute rejection episode or did not in order to better delineate the immunological and biological processes measureable in blood leukocytes that are associated with acute renal allograft rejection. Using microarrays, we generated gene expression data from 24 acute rejectors and 24 nonrejectors. We filtered the data to obtain the most unambiguous and robustly expressing probe sets and selected a subset of patients with the clearest phenotype. We then performed a data-driven exploratory analysis using data reduction and differential gene expression analysis tools in order to reveal gene expression signatures associated with acute allograft rejection. Using a template-matching algorithm, we then expanded our analysis to include time course data, identifying genes whose expression is modulated leading up to acute rejection. We have identified molecular phenotypes associated with acute renal allograft rejection, including a significantly upregulated signature of neutrophil activation and accumulation following transplant surgery that is common to both acute rejectors and nonrejectors. Our analysis shows that this expression signature appears to stabilize over time in nonrejectors but persists in patients who go on to reject the transplanted organ. In addition, we describe an expression signature characteristic of lymphocyte activity and proliferation. This lymphocyte signature is significantly downregulated in both acute rejectors and nonrejectors following surgery; however, patients who go on to reject the organ show a persistent downregulation of this signature relative to the neutrophil signature.
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Affiliation(s)
- Heesun Shin
- NCE CECR PROOF Centre of Excellence, Vancouver, BC. ; University of British Columbia (UBC) Department of Medicine, Vancouver, BC. ; Institute for HEART + LUNG Health, Vancouver, BC
| | | | - Zsuzsanna Hollander
- NCE CECR PROOF Centre of Excellence, Vancouver, BC. ; UBC Department of Pathology and Laboratory Medicine, Vancouver, BC. ; Institute for HEART + LUNG Health, Vancouver, BC
| | | | - Raymond T Ng
- NCE CECR PROOF Centre of Excellence, Vancouver, BC. ; UBC Department of Computer Science, Vancouver, BC
| | - Robert Balshaw
- NCE CECR PROOF Centre of Excellence, Vancouver, BC. ; UBC Department of Statistics, Vancouver, BC
| | - Paul A Keown
- NCE CECR PROOF Centre of Excellence, Vancouver, BC. ; University of British Columbia (UBC) Department of Medicine, Vancouver, BC
| | - Robert McMaster
- NCE CECR PROOF Centre of Excellence, Vancouver, BC. ; UBC Department of Medical Genetics, Vancouver, BC
| | - Bruce M McManus
- NCE CECR PROOF Centre of Excellence, Vancouver, BC. ; UBC Department of Pathology and Laboratory Medicine, Vancouver, BC. ; Institute for HEART + LUNG Health, Vancouver, BC
| | - Nicole M Isbel
- Department of Nephrology, Princess Alexandra Hospital, and University of Queensland, Brisbane Australia
| | - Greg Knoll
- The Ottawa Hospital Research Institute, Ottawa, ON, Canada
| | - Scott J Tebbutt
- NCE CECR PROOF Centre of Excellence, Vancouver, BC. ; University of British Columbia (UBC) Department of Medicine, Vancouver, BC. ; Institute for HEART + LUNG Health, Vancouver, BC
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80
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Szkandera J, Pichler M, Stotz M, Gerger A. Reply: comment on 'A derived neutrophil to lymphocyte ratio predicts clinical outcome in stage II and III colon cancer patients'. Br J Cancer 2013; 109:3126-7. [PMID: 24084769 PMCID: PMC3859934 DOI: 10.1038/bjc.2013.599] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Track Full Text] [Download PDF] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/11/2022] Open
Affiliation(s)
- J Szkandera
- Division of Clinical Oncology, Department of Medicine, Medical University of Graz, Auenbruggerplatz 15, 8036 Graz, Austria
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81
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Öztürk ZA, Kuyumcu ME, Yesil Y, Savas E, Yıldız H, Kepekçi Y, Arıoğul S. Is there a link between neutrophil-lymphocyte ratio and microvascular complications in geriatric diabetic patients? J Endocrinol Invest 2013; 36:593-9. [PMID: 23511196 DOI: 10.3275/8894] [Citation(s) in RCA: 20] [Impact Index Per Article: 1.8] [Reference Citation Analysis] [Abstract] [MESH Headings] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 12/21/2022]
Abstract
BACKGROUND Chronic inflammation plays an important role on development and progression of Type 2 diabetes (T2DM) through immunologic inflammatory mechanisms. Neutrophil to lymphocyte ratio (NLR) is a new, simple and cheap marker of subclinical inflammation. NLR has recently been used as a systemic inflammation marker in chronic diseases as well as a predictor of prognosis in cardiovascular diseases and malignancies. AIM The objective of the present study was to investigate the relationship between NLR and microvascular complications of diabetes mellitus (DM) in elderly population. SUBJECTS AND METHODS Two hundred and forty-two patients with DM (145 diabetic patients with complications, 97 diabetic patients without complications) and 218 control subjects were enrolled in this study. NLR and microvascular complications because of DM were evaluated and compared with other inflammatory markers. RESULTS NLR was higher in the diabetic group (2.21±1.14) than in the controls (2.18±0.76). Furthermore, there was a statistically significant difference between NLR levels in diabetic patients with and without complications (2.46±1.26 vs 2.04±0.51, respectively; p<0.001). The results of themultiple logistic regression analysis depicted that NLR is also an independent predictor for microvascular complications (odds ratio 2.217; 95%confidence interval 1.086-4.526, p=0.029). Receiver operating curve analysis suggested that the optimum NLR cutoff point for microvascular complication was 2.89 with 96.72% specificity, 94.4% positive predictive value. CONCLUSION Increased NLR levels may be associated with microvascular complications of DM in the elderly population.
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Affiliation(s)
- Z A Öztürk
- Department of Internal Medicine, Division of Geriatric Medicine, Gaziantep University, 27100 Sahinbey, Gaziantep, Turkey.
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Consumption of transgenic cows’ milk containing human lactoferrin results in beneficial changes in the gastrointestinal tract and systemic health of young pigs. Transgenic Res 2012; 22:571-8. [DOI: 10.1007/s11248-012-9662-7] [Citation(s) in RCA: 20] [Impact Index Per Article: 1.7] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/30/2012] [Accepted: 09/22/2012] [Indexed: 11/25/2022]
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83
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Arbel Y, Finkelstein A, Halkin A, Birati EY, Revivo M, Zuzut M, Shevach A, Berliner S, Herz I, Keren G, Banai S. Neutrophil/lymphocyte ratio is related to the severity of coronary artery disease and clinical outcome in patients undergoing angiography. Atherosclerosis 2012; 225:456-60. [PMID: 23040448 DOI: 10.1016/j.atherosclerosis.2012.09.009] [Citation(s) in RCA: 223] [Impact Index Per Article: 18.6] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 07/28/2012] [Revised: 09/08/2012] [Accepted: 09/13/2012] [Indexed: 10/27/2022]
Abstract
BACKGROUND White blood cell count is an independent predictor of cardiovascular events and mortality. Neutrophil/lymphocyte ratio (NLR) is a biomarker that can single out individuals at risk for vascular events. OBJECTIVE To evaluate whether NLR adds additional information beyond that provided by conventional risk factors and biomarkers for coronary artery disease (CAD) severity and adverse outcome, in a large cohort of consecutive patients referred for coronary angiography. MATERIALS AND METHODS NLR was computed from the absolute values of neutrophils and lymphocytes from the complete blood count of 3005 consecutive patients undergoing coronary angiography for various indications. CAD severity was determined by an interventional cardiologist unaware of the study aims. The association between NLR and CAD severity was assessed by logistic regression and the association between NLR and 3-years outcome were analyzed using Cox regression models, adjusting for potential clinical, metabolic, and inflammatory confounders. RESULTS The cohort was divided into 3 groups according to the NLR value (<2, 2-3, and >3). NLR was independently associated with CAD severity and it contributed significantly to the regression models. Patients with NLR >3 had more advanced obstructive CAD (OR = 2.45, CI 95% 1.76-3.42, p < 0.001) and worse prognosis, with a higher rate of major CVD events during up to 3 years of follow-up (HR = 1.55, CI 95% 1.09-2.2, p = 0.01). CONCLUSION Neutrophil/lymphocyte ratio is independently associated with CAD severity and 3-years outcome. NLR value appears additive to conventional risk factors and commonly used biomarkers.
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Affiliation(s)
- Yaron Arbel
- Department of Cardiology, Tel Aviv Medical Center, Tel Aviv, Israel
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