The delta neutrophil index predicts development of multiple organ dysfunction syndrome and 30-day mortality in trauma patients admitted to an intensive care unit: a retrospective analysis

Taeyoung Kong, Yoo Seok Park, Hye Sun Lee, Sinae Kim, Jong Wook Lee, Je Sung You, Hyun Soo Chung, Incheol Park, Sung Phil Chung, Taeyoung Kong, Yoo Seok Park, Hye Sun Lee, Sinae Kim, Jong Wook Lee, Je Sung You, Hyun Soo Chung, Incheol Park, Sung Phil Chung

Abstract

No studies have examined the role of delta neutrophil index (DNI) reflecting on immature granulocytes in determining the severity of multiple organ dysfunction (MODS) and short-term mortality. This study investigated the utility of the automatically calculated DNI as a prognostic marker of severity in trauma patients who were admitted to an intensive care unit (ICU). We retrospectively analysed prospective data of eligible patients. We investigated 366 patients. On multivariable logistic regression analysis, higher DNI values at 12 h (odds ratio [OR], 1.079; 95% confidence interval [CI]: 1.037-1.123; p < 0.001) and 24 h were strong independent predictors of MODS development. Multivariable Cox regression analysis revealed that increased DNI at 12 h (hazard ratio [HR], 1.051; 95% CI, 1.024-1.079; p < 0.001) was a strong independent predictor of short-term mortality. The increased predictability of MODS after trauma was closely associated with a DNI > 3.25% at 12 h (OR, 12.7; 95% CI: 6.12-26.35; p < 0.001). A cut-off of >5.3% at 12 h was significantly associated with an increased risk of 30-day mortality (HR, 18.111; 95% CI, 6.988-46.935; p < 0.001). The DNI is suitable for rapid and simple estimation of the severity of traumatic injury using an automated haematologic analyser without additional cost or time.

Conflict of interest statement

The authors declare no competing interests.

Figures

Figure 1
Figure 1
Flow diagram of patient enrolment (A) and the criteria for trauma critical pathway activation (B).
Figure 2
Figure 2
Linear mixed model of the delta neutrophil index (DNI) to estimate significant differences between groups over time according to 30-day mortality (A) and development of multiple organ dysfunction syndrome (MODS) (B). The receiver operating characteristic curves for predictability of the DNI at 12 h (C) and 24 h (D) after admission according to MODS development.
Figure 3
Figure 3
The delta neutrophil index (DNI) as a predictor of 30-day mortality. Higher DNI values at 12 h (A) and 24 h (B) after admission were significantly associated with an increased risk of 30-day mortality among trauma patients admitted to an ICU.
Figure 4
Figure 4
Comparison of Harrell’s C-index for the delta neutrophil index (DNI) for the prediction of 30-day mortality according to time (A); and comparison of the area under the curve (AUC) for the DNI when predicting the development of multiple organ dysfunction syndrome (MODS) according to time (B). The Harrell’s C-index and AUC showed discriminative abilities for the risk stratification of 30-day mortality and development of MODS (statistical information is shown in supplements 2 and 3). (A) *Harrell’s C-index of DNI at 12 h was statistically superior to lactate, prothrombin time, and tCO2 on emergency department admission (p < 0.05). (B) *AUC of DNI at 12 h was statistically superior to lactate on emergency department admission and Injury Severity Score (p < 0.05). ¶AUC of DNI at 12 h was statistically inferior to the Sequential Organ Failure Assessment score at 24 h after emergency department admission (p < 0.05).

References

    1. Rossaint R, et al. The European guideline on management of major bleeding and coagulopathy following trauma: fourth edition. Crit Care. 2016;20:100. doi: 10.1186/s13054-016-1265-x.
    1. Lord JM, et al. The systemic immune response to trauma: an overview of pathophysiology and treatment. Lancet. 2014;384:1455–1465. doi: 10.1016/S0140-6736(14)60687-5.
    1. Endo A, Shiraishi A, Matsui H, Hondo K, Otomo Y. Assessment of Progress in Early Trauma Care in Japan over the Past Decade: Achievements and Areas for Future Improvement. J Am Coll Surg. 2016 doi: 10.1016/j.jamcollsurg.2016.10.051..
    1. Chiara O, Cimbanassi S, Pitidis A, Vesconi S. Preventable trauma deaths: from panel review to population based-studies. World J Emerg Surg. 2006;1:12. doi: 10.1186/1749-7922-1-12.
    1. Hazeldine J, et al. Prehospital immune responses and development of multiple organ dysfunction syndrome following traumatic injury: A prospective cohort study. PLoS Med. 2017;14:e1002338. doi: 10.1371/journal.pmed.1002338.
    1. Zhang Rong-Wei, Liu Li-Li, Zeng Lan-Lan, Li Rui-Jie, Shen Ye-Hua, Zhang Bin, Liu Zi-Zhuo, Chen Meng-Fei, Jiang Sheng-Mao, Jiang Li-Bing, Zhao Xiao-Gang, Jiang Shou-Yin. Atrial Natriuretic Peptide. SHOCK. 2018;49(2):126–130. doi: 10.1097/SHK.0000000000000947.
    1. Frohlich M, et al. Which score should be used for posttraumatic multiple organ failure? - Comparison of the MODS, Denver- and SOFA- Scores. Scand J Trauma Resusc Emerg Med. 2016;24:130. doi: 10.1186/s13049-016-0321-5.
    1. Kong T, et al. Usefulness of the Delta Neutrophil Index to Predict 30-Day Mortality in Patients with Upper Gastrointestinal Bleeding. Shock. 2017;48:427–435. doi: 10.1097/SHK.0000000000000878.
    1. Kong T, et al. Usefulness of the delta neutrophil index to predict 30-day mortality in patients with ST segment elevation myocardial infarction. Sci Rep. 2017;7:15718. doi: 10.1038/s41598-017-15878-5.
    1. Nahm CH, Choi JW, Lee J. Delta neutrophil index in automated immature granulocyte counts for assessing disease severity of patients with sepsis. Ann Clin Lab Sci. 2008;38:241–246.
    1. Park BH, et al. Delta neutrophil index as an early marker of disease severity in critically ill patients with sepsis. BMC Infect Dis. 2011;11:299. doi: 10.1186/1471-2334-11-299.
    1. Seok Y, et al. Delta neutrophil index: a promising diagnostic and prognostic marker for sepsis. Shock. 2012;37:242–246. doi: 10.1097/SHK.0b013e3182454acf.
    1. Lee CH, et al. Delta neutrophil index discriminates true bacteremia from blood culture contamination. Clin Chim Acta. 2014;427:11–14. doi: 10.1016/j.cca.2013.09.016.
    1. Yune HY, et al. Delta neutrophil index as a promising prognostic marker in out of hospital cardiac arrest. PLoS One. 2015;10:e0120677. doi: 10.1371/journal.pone.0120677.
    1. Kong T, et al. Value of the Delta Neutrophil Index for Predicting 28-Day Mortality in Patients with Acute Pulmonary Embolism in the Emergency Department. Shock. 2017 doi: 10.1097/shk.0000000000001027.
    1. Kolaczkowska E, Kubes P. Neutrophil recruitment and function in health and inflammation. Nat Rev Immunol. 2013;13:159–175. doi: 10.1038/nri3399.
    1. Brochner AC, Toft P. Pathophysiology of the systemic inflammatory response after major accidental trauma. Scand J Trauma Resusc Emerg Med. 2009;17:43. doi: 10.1186/1757-7241-17-43.
    1. Valparaiso AP, Vicente DA, Bograd BA, Elster EA, Davis TA. Modeling acute traumatic injury. J Surg Res. 2015;194:220–232. doi: 10.1016/j.jss.2014.10.025.
    1. Manz MG, Boettcher S. Emergency granulopoiesis. Nat Rev Immunol. 2014;14:302–314. doi: 10.1038/nri3660.
    1. Alves-Filho JC, Spiller F, Cunha FQ. Neutrophil paralysis in sepsis. Shock. 2010;34(Suppl 1):15–21. doi: 10.1097/SHK.0b013e3181e7e61b.
    1. Guerin E, et al. Circulating immature granulocytes with T-cell killing functions predict sepsis deterioration*. Crit Care Med. 2014;42:2007–2018. doi: 10.1097/CCM.0000000000000344.
    1. Leliefeld PH, Wessels CM, Leenen LP, Koenderman L, Pillay J. The role of neutrophils in immune dysfunction during severe inflammation. Crit Care. 2016;20:73. doi: 10.1186/s13054-016-1250-4.
    1. Hutchings L, Watkinson P, Young JD, Willett K. Defining multiple organ failure after major trauma: A comparison of the Denver, Sequential Organ Failure Assessment, and Marshall scoring systems. J Trauma Acute Care Surg. 2017;82:534–541. doi: 10.1097/TA.0000000000001328.
    1. Chawda MN, Hildebrand F, Pape HC, Giannoudis PV. Predicting outcome after multiple trauma: which scoring system? Injury. 2004;35:347–358. doi: 10.1016/S0020-1383(03)00140-2.
    1. Durham RM, et al. Multiple organ failure in trauma patients. J Trauma. 2003;55:608–616. doi: 10.1097/01.TA.0000092378.10660.D1.
    1. Kim H, et al. Usefulness of the Delta Neutrophil Index as a Promising Prognostic Marker of Acute Cholangitis in Emergency Departments. Shock. 2017;47:303–312. doi: 10.1097/SHK.0000000000000722.
    1. Lausevic Z, Lausevic M, Trbojevic-Stankovic J, Krstic S, Stojimirovic B. Predicting multiple organ failure in patients with severe trauma. Can J Surg. 2008;51:97–102.
    1. Kong T, et al. Usefulness of serial measurement of the red blood cell distribution width to predict 28-day mortality in patients with trauma. Am J Emerg Med. 2017;35:1819–1827. doi: 10.1016/j.ajem.2017.06.008.
    1. Sudarsanam TD, Jeyaseelan L, Thomas K, John G. Predictors of mortality in mechanically ventilated patients. Postgrad Med J. 2005;81:780–783. doi: 10.1136/pgmj.2005.033076.
    1. Pencina, M. J., D’Agostino, R. B. Sr., D’Agostino, R. B. Jr. & Vasan, R. S. Evaluating the added predictive ability of a new marker: from area under the ROC curve to reclassification and beyond. Stat Med27, 157–172; discussion 207–112 (2008).
    1. Hwang YJ, et al. Newly designed delta neutrophil index-to-serum albumin ratio prognosis of early mortality in severe sepsis. Am J Emerg Med. 2015;33:1577–1582. doi: 10.1016/j.ajem.2015.06.012.
    1. Oseni AO, et al. Left ventricular hypertrophy by ECG versus cardiac MRI as a predictor for heart failure. Heart. 2017;103:49–54. doi: 10.1136/heartjnl-2016-309516.
    1. Antolini L, Boracchi P, Biganzoli E. A time-dependent discrimination index for survival data. Stat Med. 2005;24:3927–3944. doi: 10.1002/sim.2427.
    1. Pencina MJ, D’Agostino RB, Sr., Demler OV. Novel metrics for evaluating improvement in discrimination: net reclassification and integrated discrimination improvement for normal variables and nested models. Stat Med. 2012;31:101–113. doi: 10.1002/sim.4348.

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