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Is neutrophil-lymphocyte ratio a novel biomarker for macrovascular and microvascular complications of type 2 diabetes?

Abstract

Background/aim

The neutrophil-to-lymphocyte (N/L) ratio is a biomarker of inflammation. We aimed to test the hypothesis that macrovascular and microvascular complications of type 2 diabetes mellitus (DM) involve an inflammatory process.

Patients and methods

This is a cross-sectional study conducted on patients with type 2 DM. Demographic and clinical examination data of eligible patients were recorded. The blood samples for laboratory variables were collected and measured by the standard methods. A standard ultrasound examination was done to measure both carotid artery intima-media thickness (cIMT), and the averages of three results of each side were recorded.

Results

The current study showed that N/L ratio was an independent predictor of cIMT in patients with type 2 DM (B=0.003, t=8.325, P=0.000), in addition to other conventional cardiovascular risk factors including age, male sex, smoking index, duration of diabetes, estimated glomerular filtration rate, low-density lipoprotein-cholesterol, urinary albumin creatinine ratio, and HBA1c. Moreover, N/L ratio was an independent predictor of albuminuria in patients with type 2 DM (B=0.110, t=3.638, P=0.006), in addition to duration of diabetes, HBA1c, SBP, BMI, and estimated glomerular filtration rate.

Conclusion

N/L ratio was an independent predictor of cIMT and albuminuria. This supports the hypothesis that diabetic macrovascular and microvascular complications involve an inflammatory process. Therefore, NLR may serve as a cost-effective and readily accessible marker of diabetic vascular complications.

References

  1. Wild S, Roglic G, Green A, Sicree King H. Global prevalence of diabetes: estimates for the year 2000 and projections for 2030. Diabetes Care 2004; 27:1047–1053.

    Article  Google Scholar 

  2. Taniwaki H, Kawagishi T, Emoto M, Shoji T, Kanda H, Maekawa K, et al. Correlation between the intima-media thickness of the carotid artery and aortic pulse-wave velocity in patients with type 2 diabetes. Vessel wall properties in type 2 diabetes. Diabetes Care 1999; 22:1851–1857.

    CAS  PubMed  Google Scholar 

  3. Uwaezuoke S. The role of novel biomarkers in predicting diabetic nephropathy: a review. Int J Nephrol Renov Dis. 2017; 10:221–231.

    Article  CAS  Google Scholar 

  4. Schmidt MI, Duncan BB, Sharrett AR, Lindberg G, Savage PJ, Offenbacher S, et al. Markers of inflammation and prediction of diabetes mellitus in adults (Atherosclerosis Risk in Communities study): a cohort study. Lancet Lond Engl 1999; 353:1649–1652.

    Article  CAS  Google Scholar 

  5. Yuksel M, Yildiz A, Oylumlu M, Turkcu FM, Bilik MZ, Ekinci A, et al. Novel markers of endothelial dysfunction and inflammation in Behçet’s disease patients with ocular involvement: epicardial fat thickness, carotid intima media thickness, serum ADMA level, and neutrophil-to-lymphocyte ratio. Clin Rheumatol 2016; 35:701–708.

    Article  Google Scholar 

  6. Taylor AJ, Merz CNB, Udelson JE. 34th Bethesda Conference: executive summary – can atherosclerosis imaging techniques improve the detection of patients at risk for ischemic heart disease? J Am Coll Cardiol 2003; 41:1860–1862.

    Article  Google Scholar 

  7. Stein JH, Korcarz CE, Hurst RT, Lonn E, Kendall CB, Mohler ER, et al. Use of Carotid Ultrasound to Identify Subclinical Vascular Disease and Evaluate Cardiovascular Disease Risk: A Consensus Statement from the American Society of Echocardiography Carotid Intima-Media Thickness Task Force Endorsed by the Society for Vascular Medicine. J Am Soc Echocardiogr 2008; 21:93–111.

    Article  Google Scholar 

  8. Preis SR, Hwang S-J., Coady S, Pencina MJ, D’Agostino RB, Savage PJ, et al. Trends in all-cause and cardiovascular disease mortality among women and men with and without diabetes mellitus in the Framingham Heart Study, 1950 to 2005. Circulation 2009; 119:1728–35.

    Article  Google Scholar 

  9. Kalay N, Dogdu O, Koc F, Yarlıoglues M, Ardic I, Akpek M, et al. Hematologic parameters and angiographic progression of coronary atherosclerosis. Angiology 2012; 63:213–217.

    Article  Google Scholar 

  10. Li X, Shen J, Lu Z, Chen M, Fang X, Wang G. High neutrophil-to-lymphocyte ratio is associated with increased carotid artery intima-media thickness in type 2 diabetes. J Diabetes Investig. 2017; 8:101–107.

    Article  CAS  Google Scholar 

  11. Raitakari OT, Juonala M, Kähönen M, Taittonen L, Laitinen T, Mäki-Torkko N, et al. Cardiovascular risk factors in childhood and carotid artery intima-media thickness in adulthood: the cardiovascular risk in young finns study. JAMA 2003; 290:2277.

    Article  CAS  Google Scholar 

  12. Mannami T, Konishi M, Baba S, Nishi N, Terao A. Prevalence of asymptomatic carotid atherosclerotic lesions detected by high-resolution ultrasonography and its relation to cardiovascular risk factors in the general population of a Japanese city: the Suita study. Stroke 1997; 28:518–525.

    Article  CAS  Google Scholar 

  13. Oren A, Vos LE, Uiterwaal CSPM, Grobbee DE, Bots ML. Cardiovascular risk factors and increased carotid intima-media thickness in healthy young adults: the atherosclerosis risk in young adults (ARYA) study. Arch Intern Med 2003; 163:1787.

    Article  Google Scholar 

  14. Brohall G, Oden A, Fagerberg B. Carotid artery intima-media thickness in patients with Type 2 diabetes mellitus and impaired glucose tolerance: a systematic review. Diabet Med 2006; 23:609–616.

    Article  CAS  Google Scholar 

  15. Mykkanen L, Zaccaro DJ, O’Leary DH, Howard G, Robbins DC, Haffner SM. Microalbuminuria and Carotid Artery Intima-Media Thickness in Nondiabetic and NIDDM Subjects: The Insulin Resistance Atherosclerosis Study (IRAS). Stroke 1997; 28:1710–1716.

    Article  CAS  Google Scholar 

  16. Dehdashti Shahrokh H, Zakerkish M, Jenabi A, Hanafi MG, Rahim F, Rezazadeh A, et al. Association of microalbuminuria and estimated glomerular filtration rate with carotid intima-media thickness in patients with type 2 diabetes mellitus. Jentashapir J Health Res. 2015; 6:2.

    Article  Google Scholar 

  17. Eriksson EE, Xie X, Werr J, Thoren P, Lindbom L. Direct viewing of atherosclerosis in vivo: plaque invasion by leukocytes is initiated by the endothelial selectins. FASEB J Off Publ Fed Am Soc Exp Biol 2001; 15:1149–1157.

    CAS  Google Scholar 

  18. Abo T, Kawamura T. Immunomodulation by the autonomic nervous system: therapeutic approach for cancer, collagen diseases, and inflammatory bowel diseases. Ther Apher Off J Int Soc Apher Jpn Soc Apher 2002; 6:348–357.

    Google Scholar 

  19. Tracey KJ. The inflammatory reflex. Nature 2002; 420:853–859.

    Article  CAS  Google Scholar 

  20. Bhagat K, Vallance P. Effects of cytokines on nitric oxide pathways in human vasculature. Curr Opin Nephrol Hypertens. 1999; 8:89–96.

    Article  CAS  Google Scholar 

  21. Ritz E, Rychlík I, Locatelli F, Halimi S. End-stage renal failure in type 2 diabetes: a medical catastrophe of worldwide dimensions. Am J Kidney Dis Off J Natl Kidney Found 1999; 34:795–808.

    Article  CAS  Google Scholar 

  22. Remuzzi G, Bertani T. Pathophysiology of progressive nephropathies. N Engl J Med 1998; 339:1448–1456.

    Article  CAS  Google Scholar 

  23. Sn U. Prevention of diabetic nephropathy in children and adolescents: how effective are the current strategies? Int J Diabetol Vasc Dis Res 2015; 1:1–5.

    Google Scholar 

  24. Akash MSH, Rehman K, Chen S. Role of inflammatory mechanisms in pathogenesis of type 2 diabetes mellitus. J Cell Biochem 2013; 114:525–531.

    Article  CAS  Google Scholar 

  25. Elmarakby AA, Sullivan JC. Relationship between oxidative stress and inflammatory cytokines in diabetic nephropathy. Cardiovasc Ther 2012; 30:49–59.

    Article  CAS  Google Scholar 

  26. Kajitani N, Shikata K, Nakamura A, Nakatou T, Hiramatsu M, Makino H. Microinflammation is a common risk factor for progression of nephropathy and atherosclerosis in Japanese patients with type 2 diabetes. Diabetes Res Clin Pract 2010; 88:171–176.

    Article  CAS  Google Scholar 

  27. Perlman AS, Chevalier JM, Wilkinson P, Liu H, Parker T, Levine DM, et al. Serum inflammatory and immune mediators are elevated in early stage diabetic nephropathy. Ann Clin Lab Sci 2015; 45:256–263.

    CAS  PubMed  Google Scholar 

  28. Har R, Scholey JW, Daneman D, Mahmud FH, Dekker R, Lai V, et al. The effect of renal hyperfiltration on urinary inflammatory cytokines/chemokines in patients with uncomplicated type 1 diabetes mellitus. Diabetologia 2013; 56:1166–1173.

    Article  CAS  Google Scholar 

  29. Huang W, Huang J, Liu Q, Lin F, He Z, Zeng Z, et al. Neutrophil-lymphocyte ratio is a reliable predictive marker for early-stage diabetic nephropathy. Clin Endocrinol (Oxf) 2015; 82:229–233.

    Article  CAS  Google Scholar 

  30. Afsar B. The relationship between neutrophil lymphocyte ratio with urinary protein albumin excretion in newly diagnosed patients with type 2 diabetes. Am J Med Sci 2014; 347:217–220.

    Article  Google Scholar 

  31. Akbas EM, Demirtas L, Ozcicek A, Timuroglu A, Bakirci EM, Hamur H, et al. Association of epicardial adipose tissue, neutrophil-to-lymphocyte ratio and platelet-to-lymphocyte ratio with diabetic nephropathy. Int J Clin Exp Med 2014; 7:1794–1801.

    PubMed  PubMed Central  Google Scholar 

  32. Martínez-Urbistondo D, Beltrán A, Beloqui O, Huerta A. The neutrophil-to-lymphocyte ratio as a marker of systemic endothelial dysfunction in asymptomatic subjects. Nefrol Publicacion Soc Espanola Nefrol 2016; 36:397–403.

    Google Scholar 

  33. Binnetoğlu E, Şengül E, Halhallı G, Dindar S, Şen H. Is neutrophil lymphocyte ratio an indicator for proteinuria in chronic kidney disease? Neutrophil lymphocyte ratio associated with proteinuria. J Clin Lab Anal 2014; 28:487–492.

    Article  Google Scholar 

  34. Kahraman C, Kahraman NK, Aras B, Coşgun S, Gülcan E. The relationship between neutrophil-to-lymphocyte ratio and albuminuria in type 2 diabetic patients: a pilot study. Arch Med Sci 2016; 3:571–575.

    Article  Google Scholar 

  35. Sela S, Shurtz-Swirski R, Cohen-Mazor M, Mazor R, Chezar J, Shapiro G, et al. Primed peripheral polymorphonuclear leukocyte: a culprit underlying chronic low-grade inflammation and systemic oxidative stress in chronic kidney disease. J Am Soc Nephrol JASN 2005; 16:2431–2438.

    Article  CAS  Google Scholar 

  36. Binnetoğlu E, Şengül E, Halhallı G, Dindar S, Şen H. Is neutrophil lymphocyte ratio an indicator for proteinuria in chronic kidney disease? Neutrophil lymphocyte ratio associated with proteinuria. J Clin Lab Anal. 2014; 28:487–492.

    Article  Google Scholar 

  37. Watts GF, Powrie JK, O’Brien SF, Shaw KM. Apolipoprotein B independently predicts progression of very—low-level albuminuria in insulin-dependent diabetes mellitus. Metabolism 1996; 45:1101–1107.

    Article  CAS  Google Scholar 

  38. Mohammedi K, Chalmers J, Herrington W, Li Q, Mancia G, Marre M, et al. Associations between body mass index and the risk of renal events in patients with type 2 diabetes. Nutr Diabetes 2018; 8:7.

    Article  Google Scholar 

  39. Knight EL, Kramer HM, Curhan GC. High-normal blood pressure and microalbuminuria. Am J Kidney Dis. 2003; 41:588–595.

    Article  Google Scholar 

  40. Turin TC, James M, Ravani P, Tonelli M, Manns BJ, Quinn R, et al. Proteinuria and rate of change in kidney function in a community-based population. J Am Soc Nephrol 2013; 24:1661–1667.

    Article  Google Scholar 

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Correspondence to Walaa H. Mohammad MD.

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Mohammad, W.H., Ahmad, A.B., Al-Maghraby, M.H. et al. Is neutrophil-lymphocyte ratio a novel biomarker for macrovascular and microvascular complications of type 2 diabetes?. Egypt J Intern Med 31, 1–7 (2019). https://doi.org/10.4103/ejim.ejim_54_18

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