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Association of preoperative neutrophil–lymphocyte ratio with acute kidney injury in patients with non-cardiac surgery: difference among surgical types

  • Nephrology - Original Paper
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Abstract

Purpose

To examine the relationship between Neutrophil–Lymphocyte Ratio (NLR) and Acute Kidney Injury (AKI) in patients undergoing noncardiac surgery, and subgroup analysis was performed for different types of non-cardiac surgery.

Methods

The present retrospective cohort study included 10,159 adult patients who underwent major noncardiac surgery at Nanfang Hospital, Southern Medical University, between 2008 and 2018. Postoperative AKI was defined as an increase in serum creatinine level of at least 0.3 mg/dl within 48 h, or 1.5 times higher than baseline within 7 days postoperatively according to the Kidney Disease Improving Global Outcome. The correlation between preoperative NLR and postoperative AKI was determined by stepwise multivariate logistic regression analysis, and the predictive value of NLR was evaluated by the receiver operating characteristics curve (ROC) analysis.

Results

Four hundred and eighty-five (4.77%) patients developed AKI postoperatively. Preoperative NLR was independently associated with postoperative AKI in all patients undergoing non-cardiac surgery (Odds ratio [OR], 1.03; 95% confidence interval [CI], 1.00–1.06). The optimal cut-off value of NLR was 2.12 according ROC analysis. The OR and 95% CI of AKI for NLR > 2.12 was 1.48 (1.21–1.81) compared with NLR ≤ 2.12. In addition, the positive association was mainly shown in patients undergone digestive system surgery with a cut-off value of 2.12 but not in neurological and musculoskeletal system surgeries.

Conclusion

The present study confirmed the association of preoperative NLR with postoperative AKI in digestive system surgical patients. A NLR value of 2.12 may be a useful cut-off to evaluate the risk of AKI.

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Data availability

The data used in this study are available from the corresponding author upon reasonable request.

References

  1. Weiser TG et al (2015) Estimate of the global volume of surgery in 2012: an assessment supporting improved health outcomes. Lancet 385(Suppl 2):S11

    Article  PubMed  Google Scholar 

  2. O’Connor ME et al (2016) Incidence and associations of acute kidney injury after major abdominal surgery. Intensive Care Med 42(4):521–530

    Article  CAS  PubMed  Google Scholar 

  3. Grams ME et al (2016) Acute kidney injury after major surgery: a retrospective analysis of veterans health administration data. Am J Kidney Dis 67(6):872–880

    Article  PubMed  Google Scholar 

  4. O’Connor ME et al (2017) Acute kidney injury and mortality 1 year after major non-cardiac surgery. Br J Surg 104(7):868–876

    Article  CAS  PubMed  Google Scholar 

  5. Zhao BC et al (2021) Pre-operative N-terminal pro-B-type natriuretic peptide for prediction of acute kidney injury after noncardiac surgery: a retrospective cohort study. Eur J Anaesthesiol 38(6):591–599

    Article  CAS  PubMed  Google Scholar 

  6. Bedford M et al (2014) What is the real impact of acute kidney injury? BMC Nephrol 15:95

    Article  PubMed Central  PubMed  Google Scholar 

  7. Lameire NH et al (2013) Acute kidney injury: an increasing global concern. Lancet 382(9887):170–179

    Article  PubMed  Google Scholar 

  8. Chertow GM et al (2005) Acute kidney injury, mortality, length of stay, and costs in hospitalized patients. J Am Soc Nephrol 16(11):3365–3370

    Article  PubMed  Google Scholar 

  9. Bouchard J et al (2009) Fluid accumulation, survival and recovery of kidney function in critically ill patients with acute kidney injury. Kidney Int 76(4):422–427

    Article  PubMed  Google Scholar 

  10. Schiffl H, Fischer R (2008) Five-year outcomes of severe acute kidney injury requiring renal replacement therapy. Nephrol Dial Transplant 23(7):2235–2241

    Article  PubMed  Google Scholar 

  11. Hoste EA, De Corte W (2012) AKI patients have worse long-term outcomes, especially in the immediate post-ICU period. Crit Care 16(4):148

    Article  PubMed Central  PubMed  Google Scholar 

  12. Lopes JA, Jorge S (2012) Kidney function decline after a non-dialysis-requiring acute kidney injury is associated with higher long-term mortality in critically ill survivors. Crit Care 16(6):467 (author reply 467)

    Article  PubMed Central  PubMed  Google Scholar 

  13. Nisula S et al (2013) Six-month survival and quality of life of intensive care patients with acute kidney injury. Crit Care 17(5):R250

    Article  PubMed Central  PubMed  Google Scholar 

  14. Pourafkari L et al (2018) Acute kidney injury after non-cardiovascular surgery: risk factors and impact on development of chronic kidney disease and long-term mortality. Curr Med Res Opin 34(10):1829–1837

    Article  CAS  PubMed  Google Scholar 

  15. Turan A et al (2020) Mild acute kidney injury after noncardiac surgery is associated with long-term renal dysfunction: a retrospective cohort study. Anesthesiology 132(5):1053–1061

    Article  PubMed  Google Scholar 

  16. Murashima M et al (2019) Inflammation as a predictor of acute kidney injury and mediator of higher mortality after acute kidney injury in non-cardiac surgery. Sci Rep 9(1):20260

    Article  CAS  PubMed Central  PubMed  Google Scholar 

  17. Carnero CE et al (2021) An abnormally high neutrophil-to-lymphocyte ratio is not an independent outcome predictor in AQP4-IgG-positive NMOSD. Front Immunol 12:628024

    Article  Google Scholar 

  18. Chen D et al (2020) Neutrophil-lymphocyte count ratio as a diagnostic marker for acute kidney injury: a systematic review and meta-analysis. Clin Exp Nephrol 24(2):126–135

    Article  PubMed  Google Scholar 

  19. Kim WH et al (2015) Association between the neutrophil/lymphocyte ratio and acute kidney injury after cardiovascular surgery: a retrospective observational study. Medicine (Baltimore) 94(43):e1867

    Article  CAS  PubMed  Google Scholar 

  20. Parlar H, Şaşkın H (2018) Are pre and postoperative platelet to lymphocyte ratio and neutrophil to lymphocyte ratio associated with early postoperative AKI following CABG? Braz J Cardiovasc Surg 33(3):233–241

    Article  PubMed Central  PubMed  Google Scholar 

  21. Stafford-Smith M (2015) Acute kidney injury after cardiac and non-cardiac surgery: are there more similarities than differences? Can J Anaesth 62(7):727–730

    Article  PubMed  Google Scholar 

  22. Kim HY et al (2019) Acute kidney injury after burn surgery: preoperative neutrophil/lymphocyte ratio as a predictive factor. Acta Anaesthesiol Scand 63(2):240–247

    Article  CAS  PubMed  Google Scholar 

  23. Makevičius J et al (2022) Evaluation of renal function after partial nephrectomy and detection of clinically significant acute kidney injury. Medicina (Kaunas) 58(5):667

    Article  PubMed  Google Scholar 

  24. Ösken A et al (2021) The association between neutrophil-to-lymphocyte ratio and contrast-induced acute kidney injury in patients with carotid artery stenting. Vascular 29(4):550–555

    Article  PubMed  Google Scholar 

  25. Bi JB et al (2020) Neutrophil-to-lymphocyte ratio predicts acute kidney injury occurrence after gastrointestinal and hepatobiliary surgery. World J Gastrointest Surg 12(7):326–335

    Article  PubMed Central  PubMed  Google Scholar 

  26. Khwaja A (2012) KDIGO clinical practice guidelines for acute kidney injury. Nephron Clin Pract 120(4):c179–c184

    Article  PubMed  Google Scholar 

  27. Parlar H, Arıkan AA, Önmez A (2021) Dynamic changes in perioperative cellular inflammation and acute kidney injury after coronary artery bypass grafting. Braz J Cardiovasc Surg 36(3):354–364

    Article  PubMed Central  PubMed  Google Scholar 

  28. Guangqing Z et al (2022) Predictive value of neutrophil to lymphocyte ratio on acute kidney injury after on-pump coronary artery bypass: a retrospective, single-center study. Gen Thorac Cardiovasc Surg 70(7):624–633

    Article  PubMed Central  PubMed  Google Scholar 

  29. Zhu J et al (2020) Red blood cell distribution width and neutrophil-to-lymphocyte ratio in predicting adverse outcomes of acute kidney injury in hospitalized patients. Kidney Dis (Basel) 6(5):371–381

    Article  PubMed  Google Scholar 

  30. Akin F et al (2015) Relation of red cell distribution width to contrast-induced acute kidney injury in patients undergoing a primary percutaneous coronary intervention. Coron Artery Dis 26(4):289–295

    Article  PubMed  Google Scholar 

  31. Lang SM, Schiffl H (2021) The neutrophil to lymphocyte ratio: an ideal marker for early diagnosis and short-term prognosis of acute kidney injury? Kidney Dis (Basel) 7(3):241–243

    Article  PubMed  Google Scholar 

  32. Manuel V et al (2021) The role of the neutrophil-lymphocyte ratio for pre-operative risk stratification of acute kidney injury after tetralogy of Fallot repair. Cardiol Young 31(6):1009–1014

    Article  PubMed  Google Scholar 

  33. Wheatley J et al (2023) The prognostic value of elevated neutrophil-lymphocyte ratio for cardiac surgery-associated acute kidney injury: a systematic review and meta-analysis. Acta Anaesthesiol Scand 67(2):131–141

    Article  CAS  PubMed  Google Scholar 

  34. Tang Y et al (2022) Preoperative neutrophil-lymphocyte ratio for predicting surgery-related acute kidney injury in non-cardiac surgery patients under general anaesthesia: a retrospective cohort study. PLoS ONE 17(7):e0270066

    Article  CAS  PubMed Central  PubMed  Google Scholar 

  35. Ntalouka MP et al (2021) Association of neutrophil-lymphocyte and platelet-lymphocyte ratio with adverse events in endovascular repair for abdominal aortic aneurysm. J Clin Med 10(5):1083

    Article  PubMed Central  PubMed  Google Scholar 

  36. Lee SA et al (2017) Role of immune cells in acute kidney injury and repair. Nephron 137(4):282–286

    Article  CAS  PubMed  Google Scholar 

  37. Zuk A, Bonventre JV (2016) Acute kidney injury. Annu Rev Med 67:293–307

    Article  CAS  PubMed Central  PubMed  Google Scholar 

  38. Friedewald JJ, Rabb H (2004) Inflammatory cells in ischemic acute renal failure. Kidney Int 66(2):486–491

    Article  PubMed  Google Scholar 

  39. Weller S, Varrier M, Ostermann M (2017) Lymphocyte function in human acute kidney injury. Nephron 137(4):287–293

    Article  PubMed  Google Scholar 

  40. Gameiro J, Lopes JA (2019) Complete blood count in acute kidney injury prediction: a narrative review. Ann Intensive Care 9(1):87

    Article  PubMed Central  PubMed  Google Scholar 

  41. Wang S et al (2021) High neutrophil-to-lymphocyte ratio is an independent risk factor for end stage renal diseases in IgA nephropathy. Front Immunol 12:700224

    Article  CAS  PubMed Central  PubMed  Google Scholar 

  42. Kinsey GR, Li L, Okusa MD (2008) Inflammation in acute kidney injury. Nephron Exp Nephrol 109(4):e102–e107

    Article  CAS  PubMed  Google Scholar 

  43. Kocyigit I et al (2013) Role of neutrophil/lymphocyte ratio in prediction of disease progression in patients with stage-4 chronic kidney disease. J Nephrol 26(2):358–365

    Article  CAS  PubMed  Google Scholar 

  44. Zhao BC et al (2016) Remote ischemic preconditioning for preventing acute kidney injury following cardiovascular surgery: a meta-analysis with trial sequential analysis. Int J Cardiol 203:842–844

    Article  PubMed  Google Scholar 

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Acknowledgements

We appreciated the enrolled patients and their families for their cooperation.

Funding

This study was supported by the Key Program of National Natural Science Foundation, Beijing, China (81730058 to Ke-Xuan Liu) and the National Natural Science Foundation, Beijing, China (82172141 to Ke-Xuan Liu).

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Authors

Contributions

YY and HL wrote the article and performed the data analysis; YK provided statistical test and verification; JL and CL provided clinical guidance; BZ and KL drafted and critically revised the manuscript. YY and BZ organized database. KL contributed to the study concept and design, and reviewed the article.

Corresponding authors

Correspondence to Bing-Cheng Zhao or Ke-Xuan Liu.

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Conflict of interest

The authors have no conflict of interests to disclose.

Ethics statement

This study was conducted in accordance with the Declaration of Helsinki, and the study protocol was reviewed and approved by the Medical Ethics Committee of Nanfang Hospital, Southern Medical University under the approval number NFEC-2019–081. All subjects provided written informed consent in the baseline and follow up.

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Yan, YT., Liu, HM., Kong, YF. et al. Association of preoperative neutrophil–lymphocyte ratio with acute kidney injury in patients with non-cardiac surgery: difference among surgical types. Int Urol Nephrol 55, 2647–2656 (2023). https://doi.org/10.1007/s11255-023-03567-4

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  • DOI: https://doi.org/10.1007/s11255-023-03567-4

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