Pre-operative Neutrophil-Lymphocyte and Platelet-Lymphocyte Ratios as Predictors of Morbidity and Mortality in Diabetic Foot Infection Amputation Patients
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Abstract
Background. Diabetic foot infection is a complication of uncontrolled diabetes. Some cases require amputation to avoid the spread of infection; however, this can also lead to poor outcomes.
Inflammatory markers, such as neutrophil-lymphocyte ratio (NLR) and platelet-lymphocyte ratio (PLR), have been explored as predictors of outcomes following amputation; however, only a few published studies are available.
Objective. The study aimed to determine the diagnostic value of pre-operative neutrophil-lymphocyte and platelet-lymphocyte ratios in predicting in-hospital morbidity and mortality among diabetic foot infection patients who underwent amputation in a tertiary government hospital.
Methodology. This retrospective cohort study included a total of 535 diabetic foot ulcer patients who underwent amputation at a tertiary government hospital. Data was collected via medical chart review. Complete blood count (CBC) parameters closest to the time of amputation were obtained to calculate the neutrophil-lymphocyte and platelet-lymphocyte ratios.
Results. Only 10.28% of patients experienced in-hospital morbidity and/or mortality. Based on Youden’s index, the optimal cutoff points of neutrophil-lymphocyte and platelet-lymphocyte ratios were 7.27 and 32.40, respectively. Both markers showed 98% sensitivity in predicting the outcome. Specificity was 99% for the neutrophil-lymphocyte ratio and 93% for the platelet-lymphocyte ratio. Accuracy parameters remained high when morbidity and mortality were analyzed separately.
Conclusion. Neutrophil-lymphocyte and platelet-lymphocyte ratios accurately predict in-hospital morbidity and mortality among diabetic foot infection patients who underwent amputation. The low cost and wide availability of a CBC make NLR and PLR valuable options in low-resource settings. Future studies should explore these markers' utility in predicting long-term outcomes after amputation.
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References
World Health Organization. Diabetes [Internet]. 2024. https://www.who.int/topics/diabetes_mellitus/en/
International Diabetes Federation. Western Pacific Members [Internet]. 2021. https://www.idf.org/our-network/regions-members/western-pacific/members/western-pacific-members/116-the-philippines.html
Saeedi P, Petersohn I, Salpea P, et al. Global and regional diabetes prevalence estimates for 2019 and projections for 2030 and 2045: results from the international diabetes federation diabetes atlas, 9th edition. Diabetes Res Clin Pract. 2019;157:107843. https://doi.org/10.1016/j.diabres.2019.107843 DOI: https://doi.org/10.1016/j.diabres.2019.107843
Murphy-Lavoie HM, Ramsey A, Nguyen M, et al. Diabetic foot infections. In: StatPearls [Internet]. Treasure Island (FL): StatPearls Publishing; 2024. https://pubmed.ncbi.nlm.nih.gov/28722943 Bookshelf ID: NBK441914
Singh N, Armstrong DG, Lipsky BA. Preventing foot ulcers in patients with diabetes. J Am Med Assoc. 2005;293(2):217-28. https://pubmed.ncbi.nlm.nih.gov/15644549 https://doi.org/10.1001/jama.293.2.217 DOI: https://doi.org/10.1001/jama.293.2.217
Diabetic foot statistics of a tertiary government hospital. 2020. Accessed on July 3, 2021.
Tomita M, Kabeya Y, Okisugi M, et al. Diabetic Microangiopathy is an independent predictor of incident diabetic foot ulcer. J Diabetes Res. 2016;2016:5938540. https://pubmed.ncbi.nlm.nih.gov/27034962 https://www.ncbi.nlm.nih.gov/pmc/articles/PMC4789435 https://doi.org/10.1155/2016/5938540 DOI: https://doi.org/10.1155/2016/5938540
Volmer-Thole M, Lobmann R. Neuropathy and diabetic foot syndrome. Int J Mol Sci. 2016;17(6). https://pubmed.ncbi.nlm.nih.gov/27294922 https://www.ncbi.nlm.nih.gov/pmc/articles/PMC4926450 https://doi.org/10.3390/ijms17060917 DOI: https://doi.org/10.3390/ijms17060917
Boulton AJ, Vileikyte L, Ragnarson-Tennvall G, Apelqvist J. The global burden of diabetic foot disease. Lancet. 2005;366(9498):1719–24. https://pubmed.ncbi.nlm.nih.gov/16291066 https://doi.org/10.1016/S0140-6736(05)67698-2 DOI: https://doi.org/10.1016/S0140-6736(05)67698-2
Edmonds M, Manu C, Vas P. The current burden of diabetic foot disease. J Clin Orthop trauma. 2021;17:88–93. https://pubmed.ncbi.nlm.nih.gov/33680841 https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7919962 https://doi.org/10.1016/j.jcot.2021.01.017 DOI: https://doi.org/10.1016/j.jcot.2021.01.017
Bloch MH, Iqbal F, Shafiq N, Bhatti A. Role of neutrophil / lymphocyte ratio in diabetes 2 nephropathy. Med Forum Mon. 2020;31(7):29–32.
Peng YF, Cao L, Zeng YH, et al. Platelet to lymphocyte ratio and neutrophil to lymphocyte ratio in patients with rheumatoid arthritis. Open Med. 2015;10(1):249–53. https://pubmed.ncbi.nlm.nih.gov/28352702 https://www.ncbi.nlm.nih.gov/pmc/articles/PMC5152974 https://doi.org/10.1515/med-2015-0037 DOI: https://doi.org/10.1515/med-2015-0037
Chen W, Chen K, Xu Z, et al. Neutrophil-to-Lymphocyte ratio and platelet-to-lymphocyte ratio predict mortality in patients with diabetic foot ulcers undergoing amputations. Diabetes, Metab Syndr Obes Targets Ther. 2021;14:821–9. https://pubmed.ncbi.nlm.nih.gov/33658817 https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7917326 https://doi.org/10.2147/DMSO.S284583 DOI: https://doi.org/10.2147/DMSO.S284583
Mandrekar JN. Receiver operating characteristic curve in diagnostic test assessment. J Thorac Oncol. 2010;5(9):1315–6. https://pubmed.ncbi.nlm.nih.gov/20736804 https://doi.org/10.1097/JTO.0b013e3181ec173d DOI: https://doi.org/10.1097/JTO.0b013e3181ec173d
Rubio JA, Jiménez S, Lázaro-Martínez JL. Mortality in patients with diabetic foot ulcers: Causes, risk factors, and their association with evolution and severity of ulcer. J Clin Med. 2020;9(9):3009. https://pubmed.ncbi.nlm.nih.gov/32961974 https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7565534 https://doi.org/10.3390/jcm9093009 DOI: https://doi.org/10.3390/jcm9093009
McDermott K, Fang M, Boulton AJM, et al. Etiology, epidemiology, and disparities in the burden of diabetic foot ulcers. Diabetes Care. 2023;46(1):209–21. https://pubmed.ncbi.nlm.nih.gov/36548709 https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9797649 https://doi.org/10.2337/dci22-0043 DOI: https://doi.org/10.2337/dci22-0043
Polikandrioti M, Vasilopoulos G, Koutelekos I, et al. Quality of life in diabetic foot ulcer: associated factors and the impact of anxiety/depression and adherence to self-care. Int J Low Extrem Wounds. 2020;19(2):165–79. https://pubmed.ncbi.nlm.nih.gov/31973632 https://doi.org/10.1177/1534734619900415 DOI: https://doi.org/10.1177/1534734619900415
Gouta EL, Khalfallah M, Dougaz W, et al. Morbidity and mortality of infected diabetic foot managed in general surgical department. Tunisie Medicale. 2018;96(12):875−83. https://pubmed.ncbi.nlm.nih.gov/31131868
Walicka M, Raczyńska M, Marcinkowska K, et al. Amputations of lower limb in subjects with diabetes mellitus: reasons and 30-day mortality. J Diabetes Res. 2021;2021:8866126. https://pubmed.ncbi.nlm.nih.gov/34350296 https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8328738 https://doi.org/10.1155/2021/8866126 DOI: https://doi.org/10.1155/2021/8866126
Panuda JPP, Macalalad-Josue AA, Buenaluz-Sedurante M. Factors associated with in-hospital mortality among patients with diabetes admitted for lower extremity infections. J ASEAN Fed Endocr Soc. 2019;34(1):36–43. https://doi.org/10.15605/jafes.034.01.07 DOI: https://doi.org/10.15605/jafes.034.01.07
Gurney JK, Stanley J, Rumball-Smith J, et al. Postoperative death after lower-limb amputation in a national prevalent cohort of patients with diabetes. Diabetes Care. 2018;41(6):1204–11. https://pubmed.ncbi.nlm.nih.gov/29622543 https://doi.org/10.2337/dc17-2557 DOI: https://doi.org/10.2337/dc17-2557
Coria HE, Sartorelli D, Taffarel B, et al. Diabetic foot: mortality rates after major amputation. Rev la Asoc Argentina Ortop y Traumatol. 2023;88(1):53-8. https://doi.org/10.15417/issn.1852-7434.2023.88.1.1592 DOI: https://doi.org/10.15417/issn.1852-7434.2023.88.1.1592
Xu S, Wang Y, Hu Z, Ma L, Zhang F, Liu P. Effects of neutrophil-to-lymphocyte ratio, serum calcium, and serum albumin on prognosis in patients with diabetic foot. Int Wound J. 2022;20(5):1638–46. https://pubmed.ncbi.nlm.nih.gov/36366862 https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10088829 https://doi.org/10.1111/iwj.14019 DOI: https://doi.org/10.1111/iwj.14019
Inanc IH, Sabanoglu C. Systemic Immune-inflammation index as a predictor of asymptomatic organ damage in patients with newly diagnosed treatment-naive hypertension. Rev Invest Clin. 2022;74(5):258–67. https://pubmed.ncbi.nlm.nih.gov/36328003 https://doi.org/10.24875/RIC.22000167 DOI: https://doi.org/10.24875/RIC.22000167
Youssef Moursy E. Relationship between neutrophil-lymphocyte ratio and microvascular complications in Egyptian patients with type 2 diabetes. Am J Intern Med. 2015;3(6):250-5. https://doi.org/10.11648/j.ajim.20150306.16 DOI: https://doi.org/10.11648/j.ajim.20150306.16
Eissa MS, Abou-ElEzz S, Kanzel SM, Mady M. Neutrophil-lymphocyte ratio and its relation to microvascular complication in geriatric patients with diabetes: a case-controlled study. Egypt J Intern Med. 2022;34(94). https://doi.org/10.1186/s43162-022-00185-x DOI: https://doi.org/10.1186/s43162-022-00185-x
Chatterjee M, Geisler T. Inflammatory contribution of platelets revisited: New players in the arena of inflammation. Semin Thromb Hemost. 2016;42(3):205–14. https://pubmed.ncbi.nlm.nih.gov/26886394 https://doi.org/10.1055/s-0035-1570081 DOI: https://doi.org/10.1055/s-0035-1570081
Sala A, Folco G. Neutrophils, endothelial cells, and cysteinyl leukotrienes: a new approach to neutrophil-dependent inflammation? Biochem Biophys Res Commun. 2001;283(5):1003–6. https://pubmed.ncbi.nlm.nih.gov/11355871 https://doi.org/10.1006/bbrc.2001.4865 DOI: https://doi.org/10.1006/bbrc.2001.4865
Azab B, Zaher M, Weiserbs KF, et al. Usefulness of neutrophil to lymphocyte ratio in predicting short-and long-term mortality after NonST-elevation myocardial infarction. Am J Cardiol. 2010;106(4):470–6. https://pubmed.ncbi.nlm.nih.gov/20691303 https://doi.org/10.1016/j.amjcard.2010.03.062 DOI: https://doi.org/10.1016/j.amjcard.2010.03.062
Günay AE, Ekici M. Relationship between neutrophil/albumin ratio and early mortality after major lower extremity amputation. Cureus. 2021;13(9):e17733. https://pubmed.ncbi.nlm.nih.gov/34659947 https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8491629 https://doi.org/10.7759/cureus.17733 DOI: https://doi.org/10.7759/cureus.17733
Dinc T, Polat Duzgun A, Kayilioglu SI, Erdogan A, Yavuz Z, Coskun F. Factors affecting mortality after major nontraumatic lower extremity amputation. Int J Low Extrem Wounds. 2016;15(3):227–31. https://pubmed.ncbi.nlm.nih.gov/27338831 https://doi.org/10.1177/1534734616655924 DOI: https://doi.org/10.1177/1534734616655924
Beyaz S, Güler ÜÖ, Bağır GŞ. Factors affecting lifespan following below-knee amputation in diabetic patients. Acta Orthop Traumatol Turc. 2017;51(5):393–7. https://pubmed.ncbi.nlm.nih.gov/28865844 https://www.ncbi.nlm.nih.gov/pmc/articles/PMC6197166 https://doi.org/10.1016/j.aott.2017.07.001 DOI: https://doi.org/10.1016/j.aott.2017.07.001
Seghieri G, Policardo L, Anichini R, et al. The Effect of sex and gender on diabetic complications. Curr Diabetes Rev. 2016;13(2):148–60. https://pubmed.ncbi.nlm.nih.gov/27183843 https://doi.org/10.2174/1573399812666160517115756 DOI: https://doi.org/10.2174/1573399812666160517115756
Miller TA, Campbell JH, Bloom N, Wurdeman SR. Racial disparities in health care with timing to amputation following diabetic foot ulcer. Diabetes Care. 2022;45(10):2336–41. https://pubmed.ncbi.nlm.nih.gov/36069831 https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9862414 https://doi.org/10.2337/dc21-2693 DOI: https://doi.org/10.2337/dc21-2693
Adeleye OO, Ugwu ET, Gezawa ID, Okpe I, Ezeani I, Enamino M. Predictors of intra-hospital mortality in patients with diabetic foot ulcers in Nigeria: Data from the MEDFUN study. BMC Endocr Disord. 2020;20(1):134. https://pubmed.ncbi.nlm.nih.gov/32859203 https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7455894 https://doi.org/10.1186/s12902-020-00614-4 DOI: https://doi.org/10.1186/s12902-020-00614-4
Cascini S, Agabiti N, Davoli M, et al. Survival and factors predicting mortality after major and minor lower-extremity amputations among patients with diabetes: a population-based study using health information systems. BMJ Open Diabetes Res Care. 2020;8(1):e001355. Phttps://pubmed.ncbi.nlm.nih.gov/32690575 https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7371030 https://doi.org/10.1136/bmjdrc-2020-001355 DOI: https://doi.org/10.1136/bmjdrc-2020-001355
Abbas ZG, Chockalingam N, Lutale JK, Naemi R. Predicting the risk of amputation and death in patients with diabetic foot ulcer. A long-term prospective cohort study of patients in Tanzania. Endocrinol Diabetes Metab. 2022;5(3):e00336. https://pubmed.ncbi.nlm.nih.gov/35388642 https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9094473 https://doi.org/10.1002/edm2.336 DOI: https://doi.org/10.1002/edm2.336
Beeson SA, Neubauer D, Calvo R, et al. Analysis of 5-year mortality following lower extremity amputation due to vascular disease. Plast Reconstr Surg Glob Open. 2023;11(1):E4727. https://pubmed.ncbi.nlm.nih.gov/36699221 https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9833438 https://doi.org/10.1097/GOX.0000000000004727 DOI: https://doi.org/10.1097/GOX.0000000000004727
Sarnak MJ, Levey AS, Schoolwerth AC; American Heart Association Councils on Kidney in Cardiovascular Disease, High Blood Pressure Research, Clinical Cardiology, and Epidemiology and Prevention. Kidney disease as a risk factor for development of cardiovascular disease: a statement from the American Heart Association Councils on Kidney in Cardiovascular Disease, High Blood Pressure Research, Clinical Cardiology, and Epidemiology and Prevention. Hypertension. 2003;42(5):1050–65. https://pubmed.ncbi.nlm.nih.gov/14604997 https://doi.org/10.1161/01.HYP.0000102971.85504.7c DOI: https://doi.org/10.1161/01.HYP.0000102971.85504.7c
Demirdal T, Sen P. The significance of neutrophil-lymphocyte ratio, platelet-lymphocyte ratio and lymphocyte-monocyte ratio in predicting peripheral arterial disease, peripheral neuropathy, osteomyelitis and amputation in diabetic foot infection. Diabetes Res Clin Pract. 2018;144:118–25. https://pubmed.ncbi.nlm.nih.gov/30176260 https://doi.org/10.1016/j.diabres.2018.08.009 DOI: https://doi.org/10.1016/j.diabres.2018.08.009
Costa RHR, Cardoso NA, Procópio RJ, et al. Diabetic foot ulcer carries high amputation and mortality rates, particularly in the presence of advanced age, peripheral artery disease and anemia. Diabetes Metab Syndr Clin Res Rev. 2017;11:S583–7. https://pubmed.ncbi.nlm.nih.gov/28465149 https://doi.org/10.1016/j.dsx.2017.04.008 DOI: https://doi.org/10.1016/j.dsx.2017.04.008