Abstract
Background
It is currently controversial whether neutrophil-to-lymphocyte ratio (NLR) has a prognostic role in patients with chronic kidney disease (CKD). We aimed to investigate whether NLR was an independent predictor of cardiovascular or all-cause mortality in CKD patients with or without hemodialysis by performing a meta-analysis.
Methods
Pubmed, Embase, and Cochrane Library databases are systematically searched for relevant literature that investigated NLR and subsequent cardiovascular or all-cause mortality risk in CKD with or without dialysis. Pooled hazard risk (HR) with 95% confidence interval (CI) was calculated for the high vs. low NLR category.
Results
A total of thirteen studies enrolling 116,709 patients were identified and analyzed. In summary, high NLR was associated with an increased risk of all-cause mortality (HR 1.93, 95% CI 1.87–2.00; P < 0.00001) and cardiovascular mortality (HR 1.45, 95% CI 1.18–1.79, P < 0.001). Subgroup analysis indicated that high NLR are independently associated with all-cause mortality risk in dialysis patients (HR 1.94, 95% CI 1.87–2.01; P < 0.00001).
Conclusions
This meta-analysis indicates a high NLR is related to all-cause mortality and cardiovascular mortality in patients with chronic kidney disease. Dialysis patients with high NLR are candidates at high risk of mortality to allow for earlier interventions. Further large scale and more rigorously designed studies are warranted to confirm the prognostic value of NLR in the different stages of CKD.
Similar content being viewed by others
References
Coresh J, Selvin E, Stevens LA, et al. Prevalence of chronic kidney disease in the United States. JAMA. 2007;298(17):2038–47.
Zhang L, Wang F, Wang L, et al. Prevalence of chronic kidney disease in China: a cross-sectional survey. Lancet. 2012;379(9818):815–22.
Sarnak MJ, Amann K, Bangalore S, et al. Chronic kidney disease and coronary artery disease: JACC State-of-the-Art review. J Am Coll Cardiol. 2019;74:1823–38.
Ermer T, Eckardt KU, Aronson PS, Knauf F. Oxalate, inflammasome, and progression of kidney disease. Curr Opin Nephrol Hypertens. 2016;25(4):363–71.
Chen TK, Knicely DH, Grams ME. Chronic kidney disease diagnosis and management: a review. JAMA. 2019;322(13):1294–304.
Tamhane UU, Aneja S, Montgomery D, et al. Association between admission neutrophil to lymphocyte ratio and outcomes in patients with acute coronary syndrome. Am J Cardiol. 2008;102:653–7.
Tang Y, Zhang F, Huang L, et al. The protective mechanism of fluorofenidone in renal interstitial inflammation and fibrosis. Am J Med Sci. 2015;350(3):195–203.
Fogo AB. Mechanisms of progression of chronic kidney disease. Pediatr Nephrol. 2007;22:2011–22.
Libby P. Inflammation in atherosclerosis. Arterioscler Thromb Vasc Biol. 2012;32(9):2045–51.
Chmielewski PP, Strzelec B. Elevated leukocyte count as a harbinger of systemic inflammation, disease progression, and poor prognosis: a review. Folia Morphol (Warsz). 2018;77(2):171–8.
Hemond CC, Glanz BI, Bakshi R, Chitnis T, Healy BC. The neutrophil-to-lymphocyte and monocyte-to-lymphocyte ratios are independently associated with neurological disability and brain atrophy in multiple sclerosis. BMC Neurol. 2019;19(1):23.
Lattanzi S, Brigo F, Trinka E, Cagnetti C, Di Napoli M, Silvestrini M. Neutrophil-to-lymphocyte ratio in acute cerebral hemorrhage: a system review. Transl Stroke Res. 2019;10(2):137–45.
Gasteiger G, Rudensky AY. Interactions between innate and adaptive lymphocytes. Nat Rev Immunol. 2014;14:631–9.
Afari ME, Bhat T. Neutrophil to lymphocyte ratio (NLR) and cardiovascular diseases: an update. Expert Rev Cardiovasc Ther. 2016;14(5):573–7.
Dentali F, Nigro O, Squizzato A, et al. Impact of neutrophils to lymphocytes ratio on major clinical outcomes in patients with acute coronary syndromes: a systematic review and meta-analysis of the literature. Int J Cardiol. 2018;266:31–7.
Ethier JL, Desautels D, Templeton A, Shah PS, Amir E. Prognostic role of neutrophil-to-lymphocyte ratio in breast cancer: a systematic review and meta-analysis. Breast Cancer Res. 2017;19(1):2.
Wang X, Zhang G, Jiang X, et al. Neutrophil to lymphocyte ratio in relation to risk of all-cause mortality and cardiovascular events among patients undergoing angiography or cardiac revascularization: a meta-analysis of observational studies. Atherosclerosis. 2014;234:206–13.
Yoshitomi R, Nakayama M, Sakoh T, et al. High neutrophil/lymphocyte ratio is associated with poor renal outcomes in Japanese patients with chronic kidney disease. Ren Fail. 2019;41:238–43.
Reddan DN, Klassen PS, Szczech LA, et al. White blood cells as a novel mortality predictor in haemodialysis patients. Nephrol Dial Transplant. 2003;18(6):1167–73.
Chen T, Yang M. Platelet-to-lymphocyte ratio is associated with cardiovascular disease in continuous ambulatory peritoneal dialysis patients. Int Immunopharmacol. 2020;78:106063.
Liberati A, Altman DG, Tetzlaff J, et al. The PRISMA statement for reporting systematic reviews and meta-analyses of studies that evaluate health care interventions: explanation and elaboration. J Clin Epidemiol. 2009;62:e1–34.
Wells GA, Shea B, O’Connell D et al. The Newcastle–Ottawa scale (NOS) for assessing the quality if nonrandomized studies in meta-analyses. Ottawa: Dept of Epidemiology and Community Medicine, University of Ottawa; https://www.ohri.ca/programs/clinical_epidemiology/oxford.htm. Accessed on 10th May 2020
An X, Mao HP, Wei X, et al. Elevated neutrophil to lymphocyte ratio predicts overall and cardiovascular mortality in maintenance peritoneal dialysis patients. Int Urol Nephrol. 2012;44:1521–8.
Solak Y, Yilmaz MI, Sonmez A, et al. Neutrophil to lymphocyte ratio independently predicts cardiovascular events in patients with chronic kidney disease. Clin Exp Nephrol. 2013;17(4):532–40.
Abe T, Kato S, Tsuruta Y, et al. Neutrophil/lymphocyte ratio as a predictor of cardiovascular events in incident dialysis patients: a Japanese prospective cohort study. Clin Exp Nephrol. 2015;19(4):718–24.
Neuen BL, Leather N, Greenwood AM, Gunnarsson R, Cho Y, Mantha ML. Neutrophil–lymphocyte ratio predicts cardiovascular and all-cause mortality in hemodialysis patients. Ren Fail. 2016;38(1):70–6.
Ouellet G, Malhotra R, Penne EL, Usvya L, Levin NW, Kotanko P. Neutrophil–lymphocyte ratio as a novel predictor of survival in chronic hemodialysis patients. Clin Nephrol. 2016;85(4):191–8.
Chen IC, Yu CC, Wu YH, Chao TH. Elevated Neutrophil-to-lymphocyte ratio predicts intermediate-term outcomes in patients who have advanced chronic kidney disease with peripheral artery disease receiving percutaneous transluminal angioplasty. Acta Cardiol Sin. 2016;32(5):532–41.
Tatar E, Mirili C, Isikyakar T, et al. The association of neutrophil/lymphocyte ratio and platelet/lymphocyte ratio with clinical outcomes in geriatric patients with stage 3–5 chronic kidney disease. Acta Clin Belg. 2016;71(4):221–6.
Yaprak M, Turan MN, Dayanan R, et al. Platelet-to-lymphocyte ratio predicts mortality better than neutrophil-to-lymphocyte ratio in hemodialysis patients. Int Urol Nephrol. 2016;48(8):1343–8.
Catabay C, Obi Y, Streja E, et al. Lymphocyte cell ratios and mortality among incident hemodialysis patients. Am J Nephrol. 2017;46(5):408–16.
Li H, Lu X, Xiong R, Wang S. High neutrophil-to-lymphocyte ratio predicts cardiovascular mortality in chronic hemodialysis patients. Mediators Inflamm. 2017;2017:9327136.
Diaz-Martinez J, Campa A, Delgado-Enciso I, et al. The relationship of blood neutrophil-to-lymphocyte ratio with nutrition markers and health outcomes in hemodialysis patients. Int Urol Nephrol. 2019;51(7):1239–47.
Yuan Q, Wang J, Peng Z, et al. Neutrophil-to-lymphocyte ratio and incident end-stage renal disease in Chinese patients with chronic kidney disease: results from the Chinese Cohort Study of Chronic Kidney Disease (C-STRIDE). J Transl Med. 2019;17(1):86.
Woziwodzka K, Dziewierz A, Pawica M, et al. Neutrophil-to-lymphocyte ratio predicts long-term all-cause mortality in patients with chronic kidney disease stage 5. Folia Med Cracov. 2019;59(4):55–70.
Tobias R, Thenral S, Patrick E, et al. Use of myeloperoxidase for risk stratification in acute heart failure. Clin Chem. 2010;56(6):944–51.
Mocan M, Mocan Hognogi LD, Anton FP, et al. Biomarkers of inflammation in left ventricular diastolic dysfunction. Dis Markers. 2019;2019:7583690.
Nah DY, Rhee MY, et al. The inflammatory response and cardiac repair after myocardial infarction. Korean Circ J. 2009;39(10):393–8.
Maclsaac RJ, Fracp M, Ekinci E, Jerums G. Markers of and risk factors for the development and progression of diabetic kidney disease. Am J Kidney Dis. 2014;63(2):S39–S62.
Soehnlein O. Multiple roles for neutrophils in atherosclerosis. Circ Res. 2012;110:875–88.
Richard SH, Irene EK. The pathophysiology and treatment of sepsis. N Engl J Med. 2003;348(2):138–50.
Dirnagl U, Klehmet J, Braun JS, et al. Stroke-induced immunodepression: experimental evidence and clinical relevance. Stroke. 2007;38(2 Suppl):770–3.
Huang Z, Fu Z, Huang W, Huang K. Prognostic value of neutrophil-to-lymphocyte ratio in sepsis: a meta-analysis. Am J Emerg Med. 2019. https://doi.org/10.1016/j.ajem.2019.10.023.
Balta S, Celik T, Mikhailidis DP, et al. The relation between atherosclerosis and the neutrophil–lymphocyte ratio. Clin Appl Thromb Hemost. 2016;22(5):405–11.
Xu T, Weng Z, Pei C, et al. The relationship between neutrophil-to-lymphocyte ratio and diabetic peripheral neuropathy in type 2 diabetes mellitus. Medicine (Baltimore). 2017;96(45):e8289.
Ozpelit E, Akdeniz B, Ozpelit ME. Prognostic value of neutrophil-to-lymphocyte ratio in pulmonary arterial hypertension. J Int Med Res. 2015;43:661–71.
Uygur F, Tanriverdi H, Aktop Z, et al. The neutrophil-to-lymphocyte ratio in patients with obstructive sleep apnoea syndrome and its relationship with cardiovascular disease. Heart Lung. 2016;45:121–5.
Ye Z, Ai X, Liao Z, You C, Cheng Y. The prognostic values of neutrophil to lymphocyte ratio for outcomes in chronic obstructive pulmonary disease. Medicine (Baltimore). 2019;98(28):e16371.
Qi H, Wang D, Deng X, Pang X. Lymphocyte-to-monocyte ratio is an independent predictor for neurological deterioration and 90-dchenay mortality in spontaneous intracerebral hemorrhage. Med Sci Monit. 2018;24:9282–91.
Erturk M, Cakmak HA, Surgit O, et al. Predictive value of elevated neutrophil to lymphocyte ratio for long-term cardiovascular mortality in peripheral arterial occlusive disease. J Cardiol. 2014;64:371–6.
Faria SS, Fernandes PC Jr, Silva MJ, et al. The neutrophil-to-lymphocyte ratio: a narrative review. Ecancermedicalscience. 2016;10:702.
Haubitz M, Brunkhorst R. C-reactive protein and chronic chlamydia pneumoniae infection-long-term predictors for cardiovascular disease and survival in patients on peritoneal dialysis. Nephrol Dial Transplant. 2001;16:809–15.
Yeun JY, Levine RA, Mantadilok V, Kaysen GA. C-reactive protein predicts all-cause and cardiovascular mortality in hemodialysis patients. Am J Kidney Dis. 2000;35(3):469–76.
Funding
None.
Author information
Authors and Affiliations
Corresponding author
Ethics declarations
Conflict of interest
The authors declare that they have no conflict of interest.
Ethical approval
All procedures performed in this study were in accordance with the ethical standards of the institutional and international research committee and with the 1964 Helsinki declaration and its later amendments or comparable ethical standards.
Research involving human participants and/or animals
For this type of study formal consent is not required. This article does not contain any studies with human participants or animals performed by any of the authors.
Informed consent
Informed consent was obtained from all individual participants included in the study.
Additional information
Publisher's Note
Springer Nature remains neutral with regard to jurisdictional claims in published maps and institutional affiliations.
About this article
Cite this article
Ao, G., Wang, Y., Qi, X. et al. Association of neutrophil-to-lymphocyte ratio and risk of cardiovascular or all-cause mortality in chronic kidney disease: a meta-analysis. Clin Exp Nephrol 25, 157–165 (2021). https://doi.org/10.1007/s10157-020-01975-9
Received:
Accepted:
Published:
Issue Date:
DOI: https://doi.org/10.1007/s10157-020-01975-9